Scrapling HTTP on the same 30 public sites
30 distinct targets attempted; 15 HTTP responses met the unchanged required-content checks. Inspect every target beside Camoufox (18 checked captures), Patchright (19 checked captures), Lightpanda (18 checked captures) and corrected wreq (13 checked responses).
One dated attempt per target and tool, on this local host with direct outbound networking. Different times, browser resources and redirect policies are visible below. These observations do not establish a global winner, reliability estimate or cause of any block.
Dates, network and method
Scrapling
Scrapling 0.4.15 · Fetcher.get HTTP mode · curl_cffi 0.16.3 · Chrome150 emulation · Python 3.12.3
UTC: 2026-09-29T20:06:38.296462+00:00 → 2026-09-29T20:08:06.033481+00:00
One documented Fetcher.get HTTP mode on every target, chosen as a practical HTTP-only slice comparable to wreq. Fresh isolated Python process and temporary curl session; redirect cookies possible, then discarded with the session. Chrome150 TLS/HTTP impersonation and default stealthy headers, including a Google Referer. No browser, JS or subresource loading; no proxy, login, CAPTCHA solving or paid service. Adaptive selector storage disabled.
20-second transfer timeout and 30-second whole-attempt watchdog. Stop below 3 GiB available host RAM or above 1 GiB sampled attempt-tree PSS. Save at most 5 MiB after fetch returns; transfer has no byte cap. Retries=0 sends one request in the verified release. Latency includes body transfer and Scrapling selector construction.
Redirects: ordinary HTTP redirects followed up to three hops, matching wreq/Camoufox. Curl history exposes status and URL, not intermediate bodies. Proxy environment variables removed; TLS verification stays enabled and is separate from proxy handling.
Scrapling metadataCamoufox
Camoufox 0.5.6 · Firefox 152.0.4-beta.31 (application.ini and version.json) · Playwright 1.62.0 · Python 3.12.3
UTC: 2026-09-29T19:52:59.056770+00:00 → 2026-09-29T19:58:37.274898+00:00
Fresh headless Firefox with a generated BrowserForge Linux fingerprint and random geometry. Default cached uBlock Origin 1.75.0 can filter resources. No proxy, account, GeoIP lookup, humanization, paid service or CAPTCHA solving; downloads disabled. Exact synthetic launch configuration is recorded per target.
20-second DOMContentLoaded deadline, two-second settle, 5 MiB DOM capture cap; optional five-second screenshot deadline. 40-second whole-attempt watchdog with the same RAM guards as Patchright. No per-response network byte cap.
Redirects: ordinary Firefox redirects followed with network.http.redirection-limit explicitly set to 3, matching wreq; native bundled Firefox default is 20. Record HTTP redirect chains when available and other final-URL changes separately.
Camoufox metadataPatchright
Patchright 1.63.0 · Google Chrome for Testing 153.0.8010.12 · Python 3.12.3
UTC: 2026-09-29T19:38:39.788002+00:00 → 2026-09-29T19:42:00.164852+00:00
Fresh headless Chrome for Testing browser and in-memory context for each target. No account, proxy, CAPTCHA solving, paid service, custom user agent or resource interception. Normal images, stylesheets, scripts, iframes and workers. Downloads disabled.
20-second DOMContentLoaded navigation deadline, two-second settle, 5 MiB serialized DOM cap. 40-second whole-attempt watchdog; stop batch below 3 GiB available host RAM or above 4 GiB sampled attempt-tree PSS. No per-network-response byte cap.
Redirects: ordinary Chromium redirects followed; native URLRequest cap 20 at the tested browser revision, with no page.goto max_redirects option.
Patchright metadataLightpanda
Lightpanda 1.0.0-nightly.9909+f086b75d5 · Playwright 1.63.0 · Python 3.13.13
UTC: 2026-09-29T19:25:06.024101+00:00 → 2026-09-29T19:27:46.418256+00:00
Fresh local Lightpanda browser and context; normal scripts/fetch/XHR. Images, stylesheets, iframes and workers were not opted in. Fresh cookies, no proxy or account; private-network requests blocked. CDP Chrome product metadata identifies compatibility, not a Chromium build.
20-second DOMContentLoaded navigation, two-second settle, 30-second whole-attempt watchdog. Native HTTP timeout 15 seconds; 5 MiB per response and serialized DOM.
Redirects: ordinary redirects followed; native cap 10, with no public CLI override in the tested binary.
Lightpanda metadatawreq
wreq 0.12.3 · Chrome134 network emulation · Python 3.13.13
UTC: 2026-09-29T19:15:27.643542+00:00 → 2026-09-29T19:16:44.985282+00:00
Fresh direct HTTP client; no JavaScript and cookie storage disabled. Chrome134 network emulation, no proxy or account. Checks use fetched source HTML.
20-second whole HTTP transfer; final response-body cap 5 MiB. No browser work or screenshots.
Redirects: ordinary redirects followed, capped at 3 by the shared request policy.
wreq metadataIdentical validator code and frozen thresholds: required text groups, minimum checked text length, target-specific listing patterns, soft-block and gate phrases. Head, script, style, template and noscript are excluded; CSS visibility is not resolved. Usable means HTTP 200, required content and no detected soft block; Scrapling requires a complete body capture and no request/process error; browsers also require complete DOM capture and no navigation/capture/process error. A strict failure does not prove every field is unusable.
Browser capture latency includes navigation, a two-second settle and DOM serialization. Total Camoufox and Patchright attempt time also includes startup, a viewport screenshot and teardown. Scrapling time covers HTTP fetching and selector construction; wreq time covers HTTP body transfer. These different workloads do not form a speed ranking.
PSS is sampled every 100 ms across the isolated Python attempt and descendants, including the driver and browser. Startup/teardown are included; Camoufox and Patchright also include screenshot work. Brief peaks and changing process trees can be missed; these are sampled totals, not exact peaks or pure browser memory. Scrapling PSS includes Python imports, HTTP client and selector parsing, with no browser or screenshot; it is a different workload. wreq PSS was not measured.
Scrapling RAM preflight: 13459 MiB available of 32050 MiB, with 11 MiB swap free. Full HTML, screenshots and logs stay private in ignored runner/data. Published hashes cover serialized UTF-8 DOM for browsers and HTTP body bytes for Scrapling and wreq.
All 30 targets, five dated attempts each · 150 dated records
Manifest order. Open a target to inspect all five tools; required fields and validation rules stay the same.
1. Kohl’scommerceScrapling · HTTP 200missing required contentCamoufox · HTTP 200missing required contentPatchright · HTTP 403http access deniedLightpanda · HTTP 403http access deniedwreq · HTTP 403http access denied
Required: Men’s T-shirt product listing with prices. https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
Scrapling
- UTC start / end
- 2026-09-29T20:06:38.487591+00:00 / 2026-09-29T20:06:38.711394+00:00
- Original URL
- https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
- Final URL
- https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.223 s Fetcher body transfer and selector construction; 0.224 s total
- Sampled process-tree PSS
- 36.5 MiB sampled peak; 5 samples
- Capture
- 2,501 bytes · Complete client-decompressed HTTP body
- Checked text
- 32 characters; minimum 300 · nonempty
- Required text groups
- t-shirt / tees: missingmen: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 200 with challenge-provider/footer text, not clothing listings. The fixed soft-block phrase detector does not name this surface; strict required-content checks still fail.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- 6d0779a028ac0c2e3da6442ee6ad21dd4502e378c3e053b5e632cf2c1470a618
Camoufox
- UTC start / end
- 2026-09-29T19:52:59.581463+00:00 / 2026-09-29T19:53:06.190839+00:00
- Original URL
- https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
- Final URL
- https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 1.646 s navigation; 3.654 s through DOM capture; 6.609 s total
- Sampled process-tree PSS
- 1057.8 MiB sampled peak; 60 samples
- Capture
- 2,511 bytes · Complete serialized DOM
- Checked text
- 32 characters; minimum 300 · nonempty
- Required text groups
- t-shirt / tees: missingmen: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 200 with only challenge-provider/footer text, not the required clothing listing. Private screenshot is effectively blank. The fixed phrase detector does not name this challenge; strict required-content checks still fail.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 25c77a8afe55d2beac423c8b4552c7c6fac1b062ccb529c5e23b080d6a5e2e64
Patchright
- UTC start / end
- 2026-09-29T19:38:39.910720+00:00 / 2026-09-29T19:38:42.998902+00:00
- Original URL
- https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
- Final URL
- https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.286 s navigation; 2.295 s through DOM capture; 3.088 s total
- Sampled process-tree PSS
- 537.1 MiB sampled peak; 26 samples
- Capture
- 325 bytes · Complete serialized DOM
- Checked text
- 227 characters; minimum 300 · nonempty
- Required text groups
- t-shirt / tees: missingmen: matched men
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- access denied / No checked gate phrase
- Private capture inspection
- HTTP 403 access-denied page, with no product listing or prices.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 3d962e4b2248a9572755e06fc31a837252a54be995966e50502c23f19ed15851
Lightpanda
- UTC start / end
- 2026-09-29T19:25:06.128819+00:00 / 2026-09-29T19:25:09.974033+00:00
- Original URL
- https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
- Final URL
- https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 1.403 s navigation; 3.411 s through DOM capture; 3.845 s total
- Sampled process-tree PSS
- 214.7 MiB sampled peak; 39 samples
- Capture
- 495 bytes · Complete serialized DOM
- Checked text
- 227 characters; minimum 300 · nonempty
- Required text groups
- t-shirt / tees: missingmen: matched men
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- access denied / No checked gate phrase
- Private capture inspection
- Access-denied response; no product prices or listing.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- f47eebda8787f90a7d839d508a68e0260b3039c6946a5a3be11b802378d07e36
wreq
- UTC start / end
- 2026-09-29T19:15:27.643555+00:00 / 2026-09-29T19:15:28.178075+00:00
- Original URL
- https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
- Final URL
- https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.532 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 577 bytes · Original client-decompressed HTTP body
- Checked text
- 227 characters; minimum 300 · nonempty
- Required text groups
- t-shirt / tees: missingmen: matched men
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- access denied / No checked gate phrase
- Private capture inspection
- Denied response; no product listing.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- ada839408540bc6d57359c24e5ab5ad701bb1cee8a55848419ec337abf4b4e36
2. AmazoncommerceScrapling · HTTP 200missing required contentCamoufox · HTTP 503http server errorPatchright · HTTP 503http server errorLightpanda · HTTP 503http server errorwreq · HTTP 503http server error
Required: Laptop search results with product prices. https://www.amazon.com/s?k=laptop
Scrapling
- UTC start / end
- 2026-09-29T20:06:40.990158+00:00 / 2026-09-29T20:06:42.138217+00:00
- Original URL
- https://www.amazon.com/s?k=laptop
- Final URL
- https://www.amazon.com/s?k=laptop
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 1.144 s Fetcher body transfer and selector construction; 1.148 s total
- Sampled process-tree PSS
- 47.6 MiB sampled peak; 15 samples
- Capture
- 1,326,048 bytes · Complete client-decompressed HTTP body
- Checked text
- 25,011 characters; minimum 500 · nonempty
- Required text groups
- laptop: matched laptopresults: matched results
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 200 contains laptop/results text and a substantial listing body, unlike the earlier Camoufox/Patchright HTTP 503s. The required currency-price regex has zero matches, so the unchanged strict validator fails. No cause or complete product extraction is claimed.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- ebe8327a91039a6c172272664ae4bd118dee39d5b08e94edfb5f814c92980185
Camoufox
- UTC start / end
- 2026-09-29T19:53:08.833000+00:00 / 2026-09-29T19:53:14.331168+00:00
- Original URL
- https://www.amazon.com/s?k=laptop
- Final URL
- https://www.amazon.com/s?k=laptop
- Redirect observation
- none
- Status / usable
- HTTP 503 · No, http server error
- Latency basis
- 0.369 s navigation; 2.378 s through DOM capture; 5.498 s total
- Sampled process-tree PSS
- 863.4 MiB sampled peak; 52 samples
- Capture
- 2,317 bytes · Complete serialized DOM
- Checked text
- 0 characters; minimum 500 · empty
- Required text groups
- laptop: missingresults: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 503 with no checked body text or laptop listing; matches the latest Patchright failure. No retry or causal claim.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 9e8c0b1b3c0a8a3364802aff357b91f8d41804b81c3c95eeda60d1718f3888bd
Patchright
- UTC start / end
- 2026-09-29T19:38:45.192642+00:00 / 2026-09-29T19:38:48.275227+00:00
- Original URL
- https://www.amazon.com/s?k=laptop
- Final URL
- https://www.amazon.com/s?k=laptop
- Redirect observation
- none
- Status / usable
- HTTP 503 · No, http server error
- Latency basis
- 0.309 s navigation; 2.317 s through DOM capture; 3.082 s total
- Sampled process-tree PSS
- 545.9 MiB sampled peak; 26 samples
- Capture
- 2,317 bytes · Complete serialized DOM
- Checked text
- 0 characters; minimum 500 · empty
- Required text groups
- laptop: missingresults: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 503 with empty checked body text. An earlier Patchright Amazon sample returned products, but this attempt did not; different time and wait policy, with no retry or causal claim.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- e82981ff74570384d39d4b19d5bedda05bf85a5bd06435d99ffb4159d6e49f58
Lightpanda
- UTC start / end
- 2026-09-29T19:25:12.214911+00:00 / 2026-09-29T19:25:14.926492+00:00
- Original URL
- https://www.amazon.com/s?k=laptop
- Final URL
- https://www.amazon.com/s?k=laptop
- Redirect observation
- none
- Status / usable
- HTTP 503 · No, http server error
- Latency basis
- 0.284 s navigation; 2.289 s through DOM capture; 2.711 s total
- Sampled process-tree PSS
- 170.0 MiB sampled peak; 28 samples
- Capture
- 2,317 bytes · Complete serialized DOM
- Checked text
- 0 characters; minimum 500 · empty
- Required text groups
- laptop: missingresults: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 503. The checked body text is empty; script content does not satisfy a product listing.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 315ae31f2830e3538a1f6a4c0c15a91b8d66af6b766781dc675be01d0ebf7d64
wreq
- UTC start / end
- 2026-09-29T19:15:30.180775+00:00 / 2026-09-29T19:15:30.365105+00:00
- Original URL
- https://www.amazon.com/s?k=laptop
- Final URL
- https://www.amazon.com/s?k=laptop
- Redirect observation
- none
- Status / usable
- HTTP 503 · No, http server error
- Latency basis
- 0.184 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 2,671 bytes · Original client-decompressed HTTP body
- Checked text
- 0 characters; minimum 500 · empty
- Required text groups
- laptop: missingresults: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Service error page; no product listing.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 470de24561f8fdb4c965acb40542fe9fad14e1843793a497a3bacd906d05544c
3. WalmartcommerceScrapling · HTTP 200usableCamoufox · HTTP 200soft blockPatchright · HTTP 200soft blockLightpanda · HTTP 200usablewreq · HTTP 200usable
Required: Laptop search results with product prices. https://www.walmart.com/search?q=laptop
Scrapling
- UTC start / end
- 2026-09-29T20:06:44.600813+00:00 / 2026-09-29T20:06:48.245252+00:00
- Original URL
- https://www.walmart.com/search?q=laptop
- Final URL
- https://www.walmart.com/search?q=laptop
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 3.641 s Fetcher body transfer and selector construction; 3.644 s total
- Sampled process-tree PSS
- 46.8 MiB sampled peak; 39 samples
- Capture
- 1,495,634 bytes · Complete client-decompressed HTTP body
- Checked text
- 7,035 characters; minimum 500 · nonempty
- Required text groups
- laptop: matched laptop
- Listing patterns
[$£€]\s?\d[\d,.]*: 39 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 200 body contains laptop listings and prices meeting the fixed checks, unlike the earlier Camoufox/Patchright robot-or-human pages. The same network host but different time, fingerprint and cookie policies prevent attributing a cause.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- 3ac5131de22bc0d339cf5a53dbd0f226a083c93400ff181b078ed2cab95e0c88
Camoufox
- UTC start / end
- 2026-09-29T19:53:17.076877+00:00 / 2026-09-29T19:53:26.645841+00:00
- Original URL
- https://www.walmart.com/search?q=laptop
- Final URL
- https://www.walmart.com/blocked?url=L3NlYXJjaD9xPWxhcHRvcA==&uuid=6b8fa96f-bc3f-11f1-8e46-a31fd72bce8a&vid=&g=b
- Redirect observation
- followedHTTP 307: https://www.walmart.com/search?q=laptop → https://www.walmart.com/blocked?url=L3NlYXJjaD9xPWxhcHRvcA==&uuid=6b8fa96f-bc3f-11f1-8e46-a31fd72bce8a&vid=&g=b
- Status / usable
- HTTP 200 · No, soft block
- Latency basis
- 3.219 s navigation; 5.478 s through DOM capture; 9.569 s total
- Sampled process-tree PSS
- 1530.8 MiB sampled peak; 81 samples
- Capture
- 16,506 bytes · Complete serialized DOM
- Checked text
- 209 characters; minimum 500 · nonempty
- Required text groups
- laptop: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- robot or human / No checked gate phrase
- Private capture inspection
- HTTP 307 redirects to a blocked route, then HTTP 200 robot-or-human challenge. No challenge button clicked. Like Patchright, fails the soft-block check; earlier Lightpanda and wreq passed.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- c5a0d0c1b84ca0000896049cc64e7835e030b92e5675fd9c9114e1197521ca31
Patchright
- UTC start / end
- 2026-09-29T19:38:50.470802+00:00 / 2026-09-29T19:38:54.132874+00:00
- Original URL
- https://www.walmart.com/search?q=laptop
- Final URL
- https://www.walmart.com/blocked?url=L3NlYXJjaD9xPWxhcHRvcA==&uuid=66158713-bc3d-11f1-981a-4f0c683c7415&vid=&g=b
- Redirect observation
- followedHTTP 307: https://www.walmart.com/search?q=laptop → https://www.walmart.com/blocked?url=L3NlYXJjaD9xPWxhcHRvcA==&uuid=66158713-bc3d-11f1-981a-4f0c683c7415&vid=&g=b
- Status / usable
- HTTP 200 · No, soft block
- Latency basis
- 0.753 s navigation; 2.770 s through DOM capture; 3.662 s total
- Sampled process-tree PSS
- 881.2 MiB sampled peak; 29 samples
- Capture
- 17,042 bytes · Complete serialized DOM
- Checked text
- 209 characters; minimum 500 · nonempty
- Required text groups
- laptop: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- robot or human / No checked gate phrase
- Private capture inspection
- HTTP 307 redirected to a blocked route, whose final HTTP 200 is a robot-or-human challenge. Private screenshot confirms the challenge; no button clicked. Lightpanda earlier passed the listing checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- a7875848ca615868f9a404b5f2a6e670b1f892f1a345749b01b677d409c1cdc7
Lightpanda
- UTC start / end
- 2026-09-29T19:25:17.132839+00:00 / 2026-09-29T19:25:23.737817+00:00
- Original URL
- https://www.walmart.com/search?q=laptop
- Final URL
- https://www.walmart.com/search?q=laptop
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 3.77 s navigation; 6.049 s through DOM capture; 6.605 s total
- Sampled process-tree PSS
- 463.3 MiB sampled peak; 65 samples
- Capture
- 2,426,285 bytes · Complete serialized DOM
- Checked text
- 33,620 characters; minimum 500 · nonempty
- Required text groups
- laptop: matched laptop
- Listing patterns
[$£€]\s?\d[\d,.]*: 202 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Laptop product names and multiple prices appear in the checked DOM.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 4451e566d454ef7a7c19fe5621230e06ded0b48e4ab35adc73e7f5365de2d608
wreq
- UTC start / end
- 2026-09-29T19:15:32.366914+00:00 / 2026-09-29T19:15:38.330053+00:00
- Original URL
- https://www.walmart.com/search?q=laptop
- Final URL
- https://www.walmart.com/search?q=laptop
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 5.963 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 1,438,101 bytes · Original client-decompressed HTTP body
- Checked text
- 7,237 characters; minimum 500 · nonempty
- Required text groups
- laptop: matched laptop
- Listing patterns
[$£€]\s?\d[\d,.]*: 40 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Product listing present; 40 price matches in source text.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- d05aa75fe86ec3bdd3157defc8f521ee735b72e003d834f50cfe97dde1053bcf
4. eBaycommerceScrapling · HTTP 200usableCamoufox · HTTP 200usablePatchright · HTTP 403http access deniedLightpanda · HTTP 403http access deniedwreq · HTTP 403http access denied
Required: Laptop marketplace listings with prices. https://www.ebay.com/sch/i.html?_nkw=laptop
Scrapling
- UTC start / end
- 2026-09-29T20:06:50.598767+00:00 / 2026-09-29T20:06:52.741559+00:00
- Original URL
- https://www.ebay.com/sch/i.html?_nkw=laptop
- Final URL
- https://www.ebay.com/sch/i.html?_nkw=laptop
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 2.139 s Fetcher body transfer and selector construction; 2.143 s total
- Sampled process-tree PSS
- 55.9 MiB sampled peak; 25 samples
- Capture
- 1,897,798 bytes · Complete client-decompressed HTTP body
- Checked text
- 30,278 characters; minimum 500 · nonempty
- Required text groups
- laptop: matched laptopresults: matched results
- Listing patterns
[$£€]\s?\d[\d,.]*: 151 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 200 source body contains laptop search results and repeated prices. Passes the same fixed checks as Camoufox; earlier Patchright, Lightpanda and wreq returned HTTP 403. No browser interaction or product-detail coverage tested.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- 07d548f16384dbda65516894fe09720ea9d0778b596d3ad91f57cb30e16c7fb4
Camoufox
- UTC start / end
- 2026-09-29T19:53:29.331044+00:00 / 2026-09-29T19:53:43.625773+00:00
- Original URL
- https://www.ebay.com/sch/i.html?_nkw=laptop
- Final URL
- https://www.ebay.com/sch/i.html?_nkw=laptop
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 7.385 s navigation; 10.435 s through DOM capture; 14.295 s total
- Sampled process-tree PSS
- 1097.0 MiB sampled peak; 118 samples
- Capture
- 1,950,391 bytes · Complete serialized DOM
- Checked text
- 31,787 characters; minimum 500 · nonempty
- Required text groups
- laptop: matched laptopresults: matched results
- Listing patterns
[$£€]\s?\d[\d,.]*: 148 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private DOM and screenshot show laptop search results, product titles and prices meeting the fixed listing checks. Patchright earlier returned HTTP 403 on this exact URL. Different time, engine, fingerprint and addon policies prevent attributing the split.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- c01fd2668ade46e11dcf5ee47648948a01e9772adbd60db720412f41d11b579f
Patchright
- UTC start / end
- 2026-09-29T19:38:56.394030+00:00 / 2026-09-29T19:38:59.318704+00:00
- Original URL
- https://www.ebay.com/sch/i.html?_nkw=laptop
- Final URL
- https://www.ebay.com/sch/i.html?_nkw=laptop
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.077 s navigation; 2.087 s through DOM capture; 2.925 s total
- Sampled process-tree PSS
- 548.5 MiB sampled peak; 25 samples
- Capture
- 1,832 bytes · Complete serialized DOM
- Checked text
- 189 characters; minimum 500 · nonempty
- Required text groups
- laptop: missingresults: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 403 error page rather than laptop results.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 9e42ba875d9507027e248f4ed580871620f87a649c9e9eb3559f12a5d5d9e31f
Lightpanda
- UTC start / end
- 2026-09-29T19:25:26.083753+00:00 / 2026-09-29T19:25:28.794184+00:00
- Original URL
- https://www.ebay.com/sch/i.html?_nkw=laptop
- Final URL
- https://www.ebay.com/sch/i.html?_nkw=laptop
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.261 s navigation; 2.267 s through DOM capture; 2.71 s total
- Sampled process-tree PSS
- 211.6 MiB sampled peak; 28 samples
- Capture
- 1,985 bytes · Complete serialized DOM
- Checked text
- 189 characters; minimum 500 · nonempty
- Required text groups
- laptop: missingresults: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 403 error page; no laptop listing.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 993802fcd35dce937f71d1a865dab4964456a0f2500466ccdf1a467da9916c4f
wreq
- UTC start / end
- 2026-09-29T19:15:40.366497+00:00 / 2026-09-29T19:15:40.623451+00:00
- Original URL
- https://www.ebay.com/sch/i.html?_nkw=laptop
- Final URL
- https://www.ebay.com/sch/i.html?_nkw=laptop
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.257 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 1,986 bytes · Original client-decompressed HTTP body
- Checked text
- 189 characters; minimum 500 · nonempty
- Required text groups
- laptop: missingresults: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Denied response with an error message; no usable marketplace listing in this rerun.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- d7062ebb5407606e5eb705af9aa98f3cace8812256228e47cfe44ec801570054
5. TargetcommerceScrapling · HTTP 429http rate limitedCamoufox · HTTP 429http rate limitedPatchright · HTTP 200missing required contentLightpanda · HTTP 200missing required contentwreq · HTTP 200missing required content
Required: Laptop search listing with prices. https://www.target.com/s?searchTerm=laptop
Scrapling
- UTC start / end
- 2026-09-29T20:06:55.246371+00:00 / 2026-09-29T20:06:55.405932+00:00
- Original URL
- https://www.target.com/s?searchTerm=laptop
- Final URL
- https://www.target.com/s?searchTerm=laptop
- Redirect observation
- none
- Status / usable
- HTTP 429 · No, http rate limited
- Latency basis
- 0.159 s Fetcher body transfer and selector construction; 0.16 s total
- Sampled process-tree PSS
- 36.3 MiB sampled peak; 4 samples
- Capture
- 2,327 bytes · Complete client-decompressed HTTP body
- Checked text
- 83 characters; minimum 500 · nonempty
- Required text groups
- laptop: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 429 busy/wait page rather than a laptop listing; recorded as rate limited, with no retry.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- ca695ba08b03ffa8c3f37a91382432933a2f1b3889ee87d0e88a3ed085b01a4a
Camoufox
- UTC start / end
- 2026-09-29T19:53:46.620925+00:00 / 2026-09-29T19:53:51.962246+00:00
- Original URL
- https://www.target.com/s?searchTerm=laptop
- Final URL
- https://www.target.com/s?searchTerm=laptop
- Redirect observation
- none
- Status / usable
- HTTP 429 · No, http rate limited
- Latency basis
- 0.304 s navigation; 2.313 s through DOM capture; 5.341 s total
- Sampled process-tree PSS
- 859.9 MiB sampled peak; 51 samples
- Capture
- 2,362 bytes · Complete serialized DOM
- Checked text
- 83 characters; minimum 500 · nonempty
- Required text groups
- laptop: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 429 busy/wait page rather than a laptop listing; recorded as rate limited without retry.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 764d8c273edc8a3df354214c10ae08755a0a020d9dbd454be1e439913db5f546
Patchright
- UTC start / end
- 2026-09-29T19:39:01.521011+00:00 / 2026-09-29T19:39:08.737566+00:00
- Original URL
- https://www.target.com/s?searchTerm=laptop
- Final URL
- https://www.target.com/s?searchTerm=laptop
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 1.448 s navigation; 4.475 s through DOM capture; 7.216 s total
- Sampled process-tree PSS
- 1205.4 MiB sampled peak; 49 samples
- Capture
- 239,866 bytes · Complete serialized DOM
- Checked text
- 1,455 characters; minimum 500 · nonempty
- Required text groups
- laptop: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Search page says it cannot find a match and shows navigation/categories; required laptop text and prices are missing.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 10a6765d7575bfce8ceb27ac943037e975b61e663079c055dba78610118b3db0
Lightpanda
- UTC start / end
- 2026-09-29T19:25:31.003241+00:00 / 2026-09-29T19:25:35.136131+00:00
- Original URL
- https://www.target.com/s?searchTerm=laptop
- Final URL
- https://www.target.com/s?searchTerm=laptop
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 1.71 s navigation; 3.723 s through DOM capture; 4.133 s total
- Sampled process-tree PSS
- 305.9 MiB sampled peak; 41 samples
- Capture
- 159,006 bytes · Complete serialized DOM
- Checked text
- 1,176 characters; minimum 500 · nonempty
- Required text groups
- laptop: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Navigation and footer rendered, but required laptop listing and prices are missing.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- dd60a16c9cdc34865ec61ddd3174ab06529e48ef3e2e435052242cddee83c648
wreq
- UTC start / end
- 2026-09-29T19:15:42.625804+00:00 / 2026-09-29T19:15:43.700176+00:00
- Original URL
- https://www.target.com/s?searchTerm=laptop
- Final URL
- https://www.target.com/s?searchTerm=laptop
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 1.074 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 129,517 bytes · Original client-decompressed HTTP body
- Checked text
- 286 characters; minimum 500 · nonempty
- Required text groups
- laptop: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Navigation shell without the required laptop listing or prices.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 789857e46575f69b1a482c833a41bf18a2fe051f5428817547d468ae5e51eb72
6. EtsycommerceScrapling · HTTP 403http access deniedCamoufox · HTTP 403http access deniedPatchright · HTTP 403http access deniedLightpanda · HTTP 403http access deniedwreq · HTTP 403http access denied
Required: Ceramic mug listings with prices. https://www.etsy.com/search?q=ceramic+mug
Scrapling
- UTC start / end
- 2026-09-29T20:06:57.660685+00:00 / 2026-09-29T20:06:57.886941+00:00
- Original URL
- https://www.etsy.com/search?q=ceramic+mug
- Final URL
- https://www.etsy.com/search?q=ceramic+mug
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.226 s Fetcher body transfer and selector construction; 0.226 s total
- Sampled process-tree PSS
- 36.5 MiB sampled peak; 5 samples
- Capture
- 821 bytes · Complete client-decompressed HTTP body
- Checked text
- 43 characters; minimum 500 · nonempty
- Required text groups
- ceramic: missingmug: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 403 JS/ad-blocker prompt, with no ceramic-mug listing. No challenge or browser fallback attempted.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- 8dfc84737cadbc441fa6f25f2da4adb68b7893d648aa3224c5290402c15c6130
Camoufox
- UTC start / end
- 2026-09-29T19:53:54.648662+00:00 / 2026-09-29T19:54:01.808700+00:00
- Original URL
- https://www.etsy.com/search?q=ceramic+mug
- Final URL
- https://www.etsy.com/search?q=ceramic+mug
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.523 s navigation; 2.911 s through DOM capture; 7.16 s total
- Sampled process-tree PSS
- 1017.7 MiB sampled peak; 64 samples
- Capture
- 1,513 bytes · Complete serialized DOM
- Checked text
- 0 characters; minimum 500 · empty
- Required text groups
- ceramic: missingmug: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 403 with empty checked body text; no usable ceramic-mug listing.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 561182eb33502296d9f8ed9c688a52ea0535ba6f4addb2f5c7c18c4c4e174ff5
Patchright
- UTC start / end
- 2026-09-29T19:39:10.941624+00:00 / 2026-09-29T19:39:14.024852+00:00
- Original URL
- https://www.etsy.com/search?q=ceramic+mug
- Final URL
- https://www.etsy.com/search?q=ceramic+mug
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.282 s navigation; 2.289 s through DOM capture; 3.083 s total
- Sampled process-tree PSS
- 616.6 MiB sampled peak; 25 samples
- Capture
- 1,525 bytes · Complete serialized DOM
- Checked text
- 0 characters; minimum 500 · empty
- Required text groups
- ceramic: missingmug: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 403 with empty checked body text.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 6dbf446aeffaa534e9524c74df7882845b317fc44f09234896085c3bb0c667ce
Lightpanda
- UTC start / end
- 2026-09-29T19:25:37.347641+00:00 / 2026-09-29T19:25:39.955770+00:00
- Original URL
- https://www.etsy.com/search?q=ceramic+mug
- Final URL
- https://www.etsy.com/search?q=ceramic+mug
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.181 s navigation; 2.188 s through DOM capture; 2.608 s total
- Sampled process-tree PSS
- 173.7 MiB sampled peak; 27 samples
- Capture
- 1,528 bytes · Complete serialized DOM
- Checked text
- 0 characters; minimum 500 · empty
- Required text groups
- ceramic: missingmug: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 403; checked body text is empty.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- ea0d6a5ea04fdd8bc7c05095d21ec82dc025b7845f2ffa9120ba5976af38a9ad
wreq
- UTC start / end
- 2026-09-29T19:15:45.706807+00:00 / 2026-09-29T19:15:45.832176+00:00
- Original URL
- https://www.etsy.com/search?q=ceramic+mug
- Final URL
- https://www.etsy.com/search?q=ceramic+mug
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.125 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 796 bytes · Original client-decompressed HTTP body
- Checked text
- 43 characters; minimum 500 · nonempty
- Required text groups
- ceramic: missingmug: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Denied page asks for JavaScript; no products fetched.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 8c4151cc99561f5b5c8e63e63e4022087425f5feea7e0a2914f405a9b619e7b7
7. Best BuycommerceScrapling · HTTP 200missing required contentCamoufox · HTTP 200missing required contentPatchright · HTTP 200missing required contentLightpanda · HTTP 200missing required contentwreq · HTTP 200missing required content
Required: Laptop product listing with prices. https://www.bestbuy.com/site/searchpage.jsp?st=laptop
Scrapling
- UTC start / end
- 2026-09-29T20:07:00.167875+00:00 / 2026-09-29T20:07:00.295882+00:00
- Original URL
- https://www.bestbuy.com/site/searchpage.jsp?st=laptop
- Final URL
- https://www.bestbuy.com/site/searchpage.jsp?st=laptop
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.128 s Fetcher body transfer and selector construction; 0.128 s total
- Sampled process-tree PSS
- 36.6 MiB sampled peak; 4 samples
- Capture
- 7,056 bytes · Complete client-decompressed HTTP body
- Checked text
- 687 characters; minimum 500 · nonempty
- Required text groups
- laptop: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 200 country-choice page, not laptop results. No country chosen; required text and price patterns fail.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- a8cbf80219f398fb87ffa6502865acd958845e5d87a3479c6b061ed76fe59a71
Camoufox
- UTC start / end
- 2026-09-29T19:54:04.528037+00:00 / 2026-09-29T19:54:10.666704+00:00
- Original URL
- https://www.bestbuy.com/site/searchpage.jsp?st=laptop
- Final URL
- https://www.bestbuy.com/site/searchpage.jsp?st=laptop
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.991 s navigation; 2.999 s through DOM capture; 6.139 s total
- Sampled process-tree PSS
- 1036.9 MiB sampled peak; 56 samples
- Capture
- 7,310 bytes · Complete serialized DOM
- Checked text
- 687 characters; minimum 500 · nonempty
- Required text groups
- laptop: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 200 country-choice page instead of laptop results. No country selected; strict listing checks fail, as in Patchright.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 9e327b4d6a6b18c0c9a503b385f6ddc7f1d5fbbb62c320db192fed01666437b3
Patchright
- UTC start / end
- 2026-09-29T19:39:16.272441+00:00 / 2026-09-29T19:39:42.619411+00:00
- Original URL
- https://www.bestbuy.com/site/searchpage.jsp?st=laptop
- Final URL
- https://www.bestbuy.com/site/searchpage.jsp?st=laptop
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 18.481 s navigation; 20.489 s through DOM capture; 26.347 s total
- Sampled process-tree PSS
- 628.6 MiB sampled peak; 202 samples
- Capture
- 6,937 bytes · Complete serialized DOM
- Checked text
- 687 characters; minimum 500 · nonempty
- Required text groups
- laptop: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Country-selection page rather than laptop results; no country choice clicked. DOM capture succeeded, but the optional viewport screenshot timed out after five seconds.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- TimeoutError: Page.screenshot: Timeout 5000ms exceeded.
- Capture SHA-256
- 288cc13185e0a356c850d7287fdc2dc0c8942c667ce83d64205588139cd0f3b1
Lightpanda
- UTC start / end
- 2026-09-29T19:25:42.182954+00:00 / 2026-09-29T19:25:45.207883+00:00
- Original URL
- https://www.bestbuy.com/site/searchpage.jsp?st=laptop
- Final URL
- https://www.bestbuy.com/site/searchpage.jsp?st=laptop
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.56 s navigation; 2.566 s through DOM capture; 3.025 s total
- Sampled process-tree PSS
- 271.7 MiB sampled peak; 31 samples
- Capture
- 7,963 bytes · Complete serialized DOM
- Checked text
- 687 characters; minimum 500 · nonempty
- Required text groups
- laptop: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Country-selection page rather than the requested laptop listing; no country choice clicked.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 726d034a16c089bd7adb611a51fde0cea45da4a7f5f0beed30f629f056159fec
wreq
- UTC start / end
- 2026-09-29T19:15:47.835021+00:00 / 2026-09-29T19:15:48.210456+00:00
- Original URL
- https://www.bestbuy.com/site/searchpage.jsp?st=laptop
- Final URL
- https://www.bestbuy.com/site/searchpage.jsp?st=laptop
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.375 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 7,056 bytes · Original client-decompressed HTTP body
- Checked text
- 687 characters; minimum 500 · nonempty
- Required text groups
- laptop: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Country-selection page instead of laptop listings.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 66faa94f59909903b9e35fe4a65300dcc2ddc90260d044f9fccbdc28a8e8a19c
8. LinkedInorganizationScrapling · HTTP 200usableCamoufox · HTTP 200usablePatchright · HTTP 200usableLightpanda · HTTP 200usablewreq · HTTP 200usable
Required: Public NASA organization description and industry/topic. https://www.linkedin.com/company/nasa/
Scrapling
- UTC start / end
- 2026-09-29T20:07:02.580472+00:00 / 2026-09-29T20:07:03.767740+00:00
- Original URL
- https://www.linkedin.com/company/nasa/
- Final URL
- https://www.linkedin.com/company/nasa/
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 1.185 s Fetcher body transfer and selector construction; 1.187 s total
- Sampled process-tree PSS
- 40.1 MiB sampled peak; 15 samples
- Capture
- 356,271 bytes · Complete client-decompressed HTTP body
- Checked text
- 12,645 characters; minimum 500 · nonempty
- Required text groups
- nasa / national aeronautics: matched nasa, national aeronauticsspace / research / aviation: matched space, research, aviation
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Public NASA organization identity and overview meet the body checks alongside cookie/account prompts. No login or consent action. Source checks do not prove unobstructed rendering, tab coverage or interaction.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- 8ff1309594ab130baac70e39033ee7b4059927d126a5a65c785522076d9ebeeb
Camoufox
- UTC start / end
- 2026-09-29T19:54:13.335800+00:00 / 2026-09-29T19:54:23.779514+00:00
- Original URL
- https://www.linkedin.com/company/nasa/
- Final URL
- https://www.linkedin.com/company/nasa/
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.909 s navigation; 4.382 s through DOM capture; 10.444 s total
- Sampled process-tree PSS
- 1132.4 MiB sampled peak; 89 samples
- Capture
- 351,222 bytes · Complete serialized DOM
- Checked text
- 12,645 characters; minimum 500 · nonempty
- Required text groups
- nasa / national aeronautics: matched nasa, national aeronauticsspace / research / aviation: matched space, research, aviation
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Public NASA organization identity and overview meet the DOM checks alongside cookie/account prompts. No consent or login action; not proof of interaction or complete tab coverage.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 940bbf6e79780cb7d495b93c9d05d8da5d710e8850a00d8da3beeec79695b78a
Patchright
- UTC start / end
- 2026-09-29T19:39:44.805462+00:00 / 2026-09-29T19:39:48.459245+00:00
- Original URL
- https://www.linkedin.com/company/nasa/
- Final URL
- https://www.linkedin.com/company/nasa/
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.751 s navigation; 2.795 s through DOM capture; 3.654 s total
- Sampled process-tree PSS
- 905.1 MiB sampled peak; 27 samples
- Capture
- 389,270 bytes · Complete serialized DOM
- Checked text
- 12,818 characters; minimum 500 · nonempty
- Required text groups
- nasa / national aeronautics: matched nasa, national aeronauticsspace / research / aviation: matched space, research, aviation
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Public NASA organization identity and overview are in the DOM alongside account/cookie prompts. No login or consent action used.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- d7de4fafb5c71188468f58d4240eb7943db366e7bd8999ec5e43f367cac1a82b
Lightpanda
- UTC start / end
- 2026-09-29T19:25:47.444223+00:00 / 2026-09-29T19:25:50.660499+00:00
- Original URL
- https://www.linkedin.com/company/nasa/
- Final URL
- https://www.linkedin.com/company/nasa/
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.765 s navigation; 2.784 s through DOM capture; 3.216 s total
- Sampled process-tree PSS
- 229.2 MiB sampled peak; 33 samples
- Capture
- 385,156 bytes · Complete serialized DOM
- Checked text
- 13,547 characters; minimum 500 · nonempty
- Required text groups
- nasa / national aeronautics: matched nasa, national aeronauticsspace / research / aviation: matched space, research, aviation
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Public NASA organization identity and overview appear alongside cookie/account prompts. No account used.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 08c898f837aa3c802d085345de1fe68b578cbf069f3417555413f618fa1f6176
wreq
- UTC start / end
- 2026-09-29T19:15:50.213790+00:00 / 2026-09-29T19:15:50.899632+00:00
- Original URL
- https://www.linkedin.com/company/nasa/
- Final URL
- https://www.linkedin.com/company/nasa/
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.686 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 356,941 bytes · Original client-decompressed HTTP body
- Checked text
- 12,885 characters; minimum 500 · nonempty
- Required text groups
- nasa / national aeronautics: matched nasa, national aeronauticsspace / research / aviation: matched space, research, aviation
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Public organization description and space/research terms present; no login performed.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- c05bdbb38d2dacf549956e4432b8199dc80f8f8a03f18c48e21ee7043e29db91
9. InstagramorganizationScrapling · HTTP 200missing required contentCamoufox · HTTP 200missing required contentPatchright · HTTP 200usableLightpanda · HTTP 200usablewreq · HTTP 200missing required content
Required: NASA organization profile with follower and post information. https://www.instagram.com/nasa/
Scrapling
- UTC start / end
- 2026-09-29T20:07:06.144805+00:00 / 2026-09-29T20:07:06.920916+00:00
- Original URL
- https://www.instagram.com/nasa/
- Final URL
- https://www.instagram.com/nasa/
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.774 s Fetcher body transfer and selector construction; 0.776 s total
- Sampled process-tree PSS
- 39.9 MiB sampled peak; 11 samples
- Capture
- 755,250 bytes · Complete client-decompressed HTTP body
- Checked text
- 0 characters; minimum 150 · empty
- Required text groups
- nasa: missingfollowers: missingposts: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 200 returns a large HTML body with zero checked body text. Script/head content is excluded by the unchanged validator. No browser rendering or login attempted.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- 108857091bdc1847f9d5f25d16685dc0e74b4110a4a02572b1c952160335ad7b
Camoufox
- UTC start / end
- 2026-09-29T19:54:26.562446+00:00 / 2026-09-29T19:54:32.647020+00:00
- Original URL
- https://www.instagram.com/nasa/
- Final URL
- https://www.instagram.com/nasa/
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.899 s navigation; 2.995 s through DOM capture; 6.084 s total
- Sampled process-tree PSS
- 1032.7 MiB sampled peak; 56 samples
- Capture
- 768,860 bytes · Complete serialized DOM
- Checked text
- 0 characters; minimum 150 · empty
- Required text groups
- nasa: missingfollowers: missingposts: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 200 with a large DOM but no checked body text. Private screenshot is a blank dark surface, unlike the earlier usable Patchright profile DOM. No login, consent click or extra wait.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- b88c9432d0b577c8af237dd6dfa98ea6e95e0113a4ae99d1967e3527a21dbbb0
Patchright
- UTC start / end
- 2026-09-29T19:39:50.681108+00:00 / 2026-09-29T19:39:54.298474+00:00
- Original URL
- https://www.instagram.com/nasa/
- Final URL
- https://www.instagram.com/nasa/
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.679 s navigation; 2.778 s through DOM capture; 3.617 s total
- Sampled process-tree PSS
- 708.2 MiB sampled peak; 29 samples
- Capture
- 1,059,858 bytes · Complete serialized DOM
- Checked text
- 3,794 characters; minimum 150 · nonempty
- Required text groups
- nasa: matched nasafollowers: matched followersposts: matched posts
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- NASA identity and follower text meet the unchanged DOM checks. A cookie-consent modal covers the private screenshot; no consent choice clicked. This is not proof of unobstructed interaction or post/media coverage.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 7a4b2751980901fc099e6bb224fbbbf6244ea2a51668d508c88de33676c2447d
Lightpanda
- UTC start / end
- 2026-09-29T19:25:52.936307+00:00 / 2026-09-29T19:25:56.105022+00:00
- Original URL
- https://www.instagram.com/nasa/
- Final URL
- https://www.instagram.com/nasa/
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.679 s navigation; 2.735 s through DOM capture; 3.168 s total
- Sampled process-tree PSS
- 307.3 MiB sampled peak; 32 samples
- Capture
- 1,017,221 bytes · Complete serialized DOM
- Checked text
- 3,515 characters; minimum 150 · nonempty
- Required text groups
- nasa: matched nasafollowers: matched followersposts: matched posts
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Public NASA identity and follower text meet the profile checks. This does not establish post or media coverage.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- bc5bc8e2f3f4dd35d640db71b76a2620d8e0e7695f0a72fdb120e56fe5babd77
wreq
- UTC start / end
- 2026-09-29T19:15:52.920896+00:00 / 2026-09-29T19:15:53.522833+00:00
- Original URL
- https://www.instagram.com/nasa/
- Final URL
- https://www.instagram.com/nasa/
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.602 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 762,007 bytes · Original client-decompressed HTTP body
- Checked text
- 0 characters; minimum 150 · empty
- Required text groups
- nasa: missingfollowers: missingposts: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Required public profile content missing from the checked HTML text.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 3579772738e3b489463f69f82eef9f692d6b3a79d2031da9c5f1e53cfe1239bb
10. TikTokorganizationScrapling · HTTP 200missing required contentCamoufox · HTTP 200missing required contentPatchright · HTTP 200usableLightpanda · HTTP 200usablewreq · HTTP 200missing required content
Required: NASA organization profile with video and audience information. https://www.tiktok.com/@nasa
Scrapling
- UTC start / end
- 2026-09-29T20:07:09.257166+00:00 / 2026-09-29T20:07:10.058821+00:00
- Original URL
- https://www.tiktok.com/@nasa
- Final URL
- https://www.tiktok.com/@nasa
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.800 s Fetcher body transfer and selector construction; 0.802 s total
- Sampled process-tree PSS
- 40.1 MiB sampled peak; 11 samples
- Capture
- 389,904 bytes · Complete client-decompressed HTTP body
- Checked text
- 66 characters; minimum 150 · nonempty
- Required text groups
- nasa: matched nasafollowers: missingvideos / likes: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Source contains NASA identity and numbers but no required follower/like labels, and checked text is below the frozen minimum. No JavaScript/profile hydration or video playback tested.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- 9ec3a94f086de2c381dac5bfe9776a35ba32585ec4befb9f5138782ff7d4f209
Camoufox
- UTC start / end
- 2026-09-29T19:54:35.394557+00:00 / 2026-09-29T19:54:46.435905+00:00
- Original URL
- https://www.tiktok.com/@nasa
- Final URL
- https://www.tiktok.com/@nasa
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 2.891 s navigation; 5.326 s through DOM capture; 11.041 s total
- Sampled process-tree PSS
- 1177.5 MiB sampled peak; 94 samples
- Capture
- 392,449 bytes · Complete serialized DOM
- Checked text
- 106 characters; minimum 150 · nonempty
- Required text groups
- nasa: matched nasafollowers: matched followersvideos / likes: matched likes
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- NASA identity, follower and like labels are present, but checked text is below the unchanged minimum. Private screenshot shows profile header and loading placeholders; no video playback tested. Patchright earlier met the same threshold.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 20b83ad541cc99a75a02fc4fc183b5a89eaa985d3be2642004d09304c67f8654
Patchright
- UTC start / end
- 2026-09-29T19:39:56.555344+00:00 / 2026-09-29T19:40:00.720514+00:00
- Original URL
- https://www.tiktok.com/@nasa
- Final URL
- https://www.tiktok.com/@nasa
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.605 s navigation; 2.816 s through DOM capture; 4.165 s total
- Sampled process-tree PSS
- 908.4 MiB sampled peak; 32 samples
- Capture
- 486,901 bytes · Complete serialized DOM
- Checked text
- 276 characters; minimum 150 · nonempty
- Required text groups
- nasa: matched nasafollowers: matched followersvideos / likes: matched likes
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- NASA identity, follower and like labels meet the profile checks; the DOM also contains video-tile counts. No video playback, login or interaction tested.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- beb0fbeeb9cfa00787b007149300b2e357a79e409d289cc96af0163d6307d940
Lightpanda
- UTC start / end
- 2026-09-29T19:25:58.325858+00:00 / 2026-09-29T19:26:01.818546+00:00
- Original URL
- https://www.tiktok.com/@nasa
- Final URL
- https://www.tiktok.com/@nasa
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.614 s navigation; 2.943 s through DOM capture; 3.493 s total
- Sampled process-tree PSS
- 409.2 MiB sampled peak; 35 samples
- Capture
- 454,373 bytes · Complete serialized DOM
- Checked text
- 708 characters; minimum 150 · nonempty
- Required text groups
- nasa: matched nasafollowers: matched followersvideos / likes: matched videos, likes
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- NASA identity and follower text meet the profile checks. The video area also reports an error; this result does not establish working videos.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 07b95c7d32ea62611736b17c88b97b5d8e0ea8c2188c95e33b2dd48ddb8b6af5
wreq
- UTC start / end
- 2026-09-29T19:15:55.531798+00:00 / 2026-09-29T19:15:56.161974+00:00
- Original URL
- https://www.tiktok.com/@nasa
- Final URL
- https://www.tiktok.com/@nasa
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.630 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 389,428 bytes · Original client-decompressed HTTP body
- Checked text
- 66 characters; minimum 150 · nonempty
- Required text groups
- nasa: matched nasafollowers: missingvideos / likes: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Organization name and audience figures present, but required profile labels and text length not met.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 0a16b54debf2b39a750c62ca2c1e7e722e05b8acf6368538ac4c1bfe910daea9
11. G2reviewsScrapling · HTTP 403http access deniedCamoufox · HTTP 403http access deniedPatchright · HTTP 403http access deniedLightpanda · HTTP 403http access deniedwreq · HTTP 403http access denied
Required: Asana review listing with review and rating information. https://www.g2.com/products/asana/reviews
Scrapling
- UTC start / end
- 2026-09-29T20:07:12.412973+00:00 / 2026-09-29T20:07:12.573077+00:00
- Original URL
- https://www.g2.com/products/asana/reviews
- Final URL
- https://www.g2.com/products/asana/reviews
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.159 s Fetcher body transfer and selector construction; 0.16 s total
- Sampled process-tree PSS
- 37.0 MiB sampled peak; 5 samples
- Capture
- 1,707 bytes · Complete client-decompressed HTTP body
- Checked text
- 43 characters; minimum 500 · nonempty
- Required text groups
- asana: missingreviews: missingrating / rated / stars: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 403 JS/ad-blocker prompt, with no Asana reviews or ratings.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- cbff503002f0842c0726df078553738235871322f1c41e13f4b1d4cfeb1e0eb2
Camoufox
- UTC start / end
- 2026-09-29T19:54:49.177425+00:00 / 2026-09-29T19:54:56.409611+00:00
- Original URL
- https://www.g2.com/products/asana/reviews
- Final URL
- https://www.g2.com/products/asana/reviews
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.521 s navigation; 2.694 s through DOM capture; 7.232 s total
- Sampled process-tree PSS
- 1105.1 MiB sampled peak; 65 samples
- Capture
- 2,563 bytes · Complete serialized DOM
- Checked text
- 0 characters; minimum 500 · empty
- Required text groups
- asana: missingreviews: missingrating / rated / stars: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 403 with no checked body text; no Asana review/rating content.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 8d479b41ee50184ac61f69aea23c14c144c479c0b13b66ecf45852896332dec2
Patchright
- UTC start / end
- 2026-09-29T19:40:03.049779+00:00 / 2026-09-29T19:40:06.932970+00:00
- Original URL
- https://www.g2.com/products/asana/reviews
- Final URL
- https://www.g2.com/products/asana/reviews
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.516 s navigation; 2.529 s through DOM capture; 3.883 s total
- Sampled process-tree PSS
- 649.4 MiB sampled peak; 30 samples
- Capture
- 2,631 bytes · Complete serialized DOM
- Checked text
- 0 characters; minimum 500 · empty
- Required text groups
- asana: missingreviews: missingrating / rated / stars: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 403 with empty checked body text; no Asana review listing.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 3bb167e34abf0a816ddfbd9419bec05a00b180223071035cf97deebd1a108d64
Lightpanda
- UTC start / end
- 2026-09-29T19:26:04.052641+00:00 / 2026-09-29T19:26:06.690954+00:00
- Original URL
- https://www.g2.com/products/asana/reviews
- Final URL
- https://www.g2.com/products/asana/reviews
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.193 s navigation; 2.199 s through DOM capture; 2.638 s total
- Sampled process-tree PSS
- 173.9 MiB sampled peak; 27 samples
- Capture
- 2,558 bytes · Complete serialized DOM
- Checked text
- 0 characters; minimum 500 · empty
- Required text groups
- asana: missingreviews: missingrating / rated / stars: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 403; checked body text is empty, not Asana reviews.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 068093655fb417e0aa7fa3938ac3ef107b23840150b5ee34cedef66833bf8c29
wreq
- UTC start / end
- 2026-09-29T19:15:58.171809+00:00 / 2026-09-29T19:15:58.406683+00:00
- Original URL
- https://www.g2.com/products/asana/reviews
- Final URL
- https://www.g2.com/products/asana/reviews
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.235 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 1,707 bytes · Original client-decompressed HTTP body
- Checked text
- 43 characters; minimum 500 · nonempty
- Required text groups
- asana: missingreviews: missingrating / rated / stars: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Denied page asks for JavaScript; no reviews fetched.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 3f9f77cb986b44a058274cbb952fffe658bbe187f98472d042ff906e297aad29
12. TrustpilotreviewsScrapling · HTTP 403http access deniedCamoufox · HTTP 403http access deniedPatchright · HTTP 200usableLightpanda · HTTP 200usablewreq · HTTP 403http access denied
Required: Amazon company review listing with ratings. https://www.trustpilot.com/review/www.amazon.com
Scrapling
- UTC start / end
- 2026-09-29T20:07:14.894226+00:00 / 2026-09-29T20:07:14.979445+00:00
- Original URL
- https://www.trustpilot.com/review/www.amazon.com
- Final URL
- https://www.trustpilot.com/review/www.amazon.com
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.085 s Fetcher body transfer and selector construction; 0.085 s total
- Sampled process-tree PSS
- 36.8 MiB sampled peak; 4 samples
- Capture
- 991 bytes · Complete client-decompressed HTTP body
- Checked text
- 164 characters; minimum 500 · nonempty
- Required text groups
- amazon: missingreviews: missingtrustscore / rating / rated: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 403 verification content without Amazon reviews or rating; no verification action or retry. Patchright/Lightpanda earlier passed, but this does not identify a cause.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- 92d97ed45d6cc267c657b864c4deee1c2d896cda361adc660bc16538a75700f2
Camoufox
- UTC start / end
- 2026-09-29T19:54:59.130449+00:00 / 2026-09-29T19:55:05.046348+00:00
- Original URL
- https://www.trustpilot.com/review/www.amazon.com
- Final URL
- https://www.trustpilot.com/review/www.amazon.com
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.981 s navigation; 2.988 s through DOM capture; 5.916 s total
- Sampled process-tree PSS
- 927.9 MiB sampled peak; 55 samples
- Capture
- 1,061 bytes · Complete serialized DOM
- Checked text
- 164 characters; minimum 500 · nonempty
- Required text groups
- amazon: missingreviews: missingtrustscore / rating / rated: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- At DOM capture, HTTP 403 verification content has no Amazon reviews or rating; the later private screenshot says verified/redirecting but still shows no review listing. Screenshot timing differs from DOM measurement. Patchright earlier passed. No verification click, application retry or causal claim.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 410d6a00e13e27753f5750879d8aaf498a745d79d583768001020120a51f6f04
Patchright
- UTC start / end
- 2026-09-29T19:40:09.202167+00:00 / 2026-09-29T19:40:13.400983+00:00
- Original URL
- https://www.trustpilot.com/review/www.amazon.com
- Final URL
- https://www.trustpilot.com/review/www.amazon.com
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.577 s navigation; 2.880 s through DOM capture; 4.199 s total
- Sampled process-tree PSS
- 698.2 MiB sampled peak; 33 samples
- Capture
- 748,804 bytes · Complete serialized DOM
- Checked text
- 19,234 characters; minimum 500 · nonempty
- Required text groups
- amazon: matched amazonreviews: matched reviewstrustscore / rating / rated: matched trustscore, rating, rated
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Amazon review/rating text meets the preset checks; no exhaustive review extraction claimed.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 04d2de24498e182fc33a2944822dafb01011a7dcdf8abf17cdac41f2c50dd543
Lightpanda
- UTC start / end
- 2026-09-29T19:26:08.869159+00:00 / 2026-09-29T19:26:11.913122+00:00
- Original URL
- https://www.trustpilot.com/review/www.amazon.com
- Final URL
- https://www.trustpilot.com/review/www.amazon.com
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.524 s navigation; 2.598 s through DOM capture; 3.044 s total
- Sampled process-tree PSS
- 265.1 MiB sampled peak; 31 samples
- Capture
- 899,468 bytes · Complete serialized DOM
- Checked text
- 20,510 characters; minimum 500 · nonempty
- Required text groups
- amazon: matched amazonreviews: matched reviewstrustscore / rating / rated: matched trustscore, rating, rated
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Amazon review/rating text is present and meets the preset checks; no exhaustive review extraction claimed.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 6c6dcd7fa9cf7e3e47391aec63c01b38373126a37715f7a73d60f62101fbdb11
wreq
- UTC start / end
- 2026-09-29T19:16:00.409558+00:00 / 2026-09-29T19:16:00.522546+00:00
- Original URL
- https://www.trustpilot.com/review/www.amazon.com
- Final URL
- https://www.trustpilot.com/review/www.amazon.com
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.113 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 991 bytes · Original client-decompressed HTTP body
- Checked text
- 164 characters; minimum 500 · nonempty
- Required text groups
- amazon: missingreviews: missingtrustscore / rating / rated: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Browser verification page; no review listing.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 92d97ed45d6cc267c657b864c4deee1c2d896cda361adc660bc16538a75700f2
13. TripadvisorreviewsScrapling · HTTP 403http access deniedCamoufox · HTTP 403http access deniedPatchright · HTTP 403http access deniedLightpanda · HTTP 403http access deniedwreq · HTTP 403http access denied
Required: Paris restaurant listing with reviews. https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
Scrapling
- UTC start / end
- 2026-09-29T20:07:17.294466+00:00 / 2026-09-29T20:07:17.530757+00:00
- Original URL
- https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
- Final URL
- https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.236 s Fetcher body transfer and selector construction; 0.236 s total
- Sampled process-tree PSS
- 36.5 MiB sampled peak; 5 samples
- Capture
- 775 bytes · Complete client-decompressed HTTP body
- Checked text
- 43 characters; minimum 500 · nonempty
- Required text groups
- paris: missingrestaurants: missingreviews: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 403 JS/ad-blocker prompt, with no Paris restaurant reviews.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- 9b415370f510f939d9a1dc6baf25be7a7e4bbc6e7f3677f6873792ef572b7d9a
Camoufox
- UTC start / end
- 2026-09-29T19:55:07.769427+00:00 / 2026-09-29T19:55:13.368522+00:00
- Original URL
- https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
- Final URL
- https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.537 s navigation; 2.546 s through DOM capture; 5.599 s total
- Sampled process-tree PSS
- 851.9 MiB sampled peak; 52 samples
- Capture
- 1,520 bytes · Complete serialized DOM
- Checked text
- 0 characters; minimum 500 · empty
- Required text groups
- paris: missingrestaurants: missingreviews: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 403 with empty checked body text; no Paris restaurant reviews.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 370ef368017cd5a887845a0b2ce456edc4e1bc71daec3722d674200ba98c1861
Patchright
- UTC start / end
- 2026-09-29T19:40:15.702160+00:00 / 2026-09-29T19:40:18.886299+00:00
- Original URL
- https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
- Final URL
- https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.349 s navigation; 2.358 s through DOM capture; 3.184 s total
- Sampled process-tree PSS
- 648.1 MiB sampled peak; 26 samples
- Capture
- 1,532 bytes · Complete serialized DOM
- Checked text
- 0 characters; minimum 500 · empty
- Required text groups
- paris: missingrestaurants: missingreviews: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 403 with empty checked body text rather than Paris attractions.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 5a7a8b789cbbbadf795cd76275d7046452dd8862c7b6c6e11e4088b885daa291
Lightpanda
- UTC start / end
- 2026-09-29T19:26:14.152247+00:00 / 2026-09-29T19:26:16.842909+00:00
- Original URL
- https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
- Final URL
- https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.277 s navigation; 2.283 s through DOM capture; 2.69 s total
- Sampled process-tree PSS
- 173.9 MiB sampled peak; 28 samples
- Capture
- 1,535 bytes · Complete serialized DOM
- Checked text
- 0 characters; minimum 500 · empty
- Required text groups
- paris: missingrestaurants: missingreviews: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 403; checked body text is empty rather than Paris attractions.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- a783909e98b3286b9d6f587ee2c35d753ddd5ec2e58315d61174491af740a5fa
wreq
- UTC start / end
- 2026-09-29T19:16:02.524880+00:00 / 2026-09-29T19:16:02.754586+00:00
- Original URL
- https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
- Final URL
- https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.230 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 778 bytes · Original client-decompressed HTTP body
- Checked text
- 43 characters; minimum 500 · nonempty
- Required text groups
- paris: missingrestaurants: missingreviews: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Denied page asks for JavaScript; no restaurant reviews fetched.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 2734b33ee2dfec8487b809398b4b9183992c79c682342389a1ec2d68dfc4ed9a
14. IndeedjobsScrapling · HTTP 200usableCamoufox · HTTP 200usablePatchright · HTTP 403http access deniedLightpanda · HTTP 403http access deniedwreq · HTTP 403http access denied
Required: Remote Python job listings. https://www.indeed.com/jobs?q=python&l=Remote
Scrapling
- UTC start / end
- 2026-09-29T20:07:19.825364+00:00 / 2026-09-29T20:07:21.128689+00:00
- Original URL
- https://www.indeed.com/jobs?q=python&l=Remote
- Final URL
- https://www.indeed.com/jobs?q=python&l=Remote
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 1.300 s Fetcher body transfer and selector construction; 1.303 s total
- Sampled process-tree PSS
- 49.7 MiB sampled peak; 16 samples
- Capture
- 1,637,081 bytes · Complete client-decompressed HTTP body
- Checked text
- 17,678 characters; minimum 500 · nonempty
- Required text groups
- python: matched pythonremote: matched remotejobs: matched jobs
- Listing patterns
\b(?:developer|engineer|programmer)\b: 87 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 200 source contains Python remote job listings and employer/details text meeting the fixed checks, as in Camoufox. Earlier Patchright returned HTTP 403; no causal claim or application action.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- f241301c82e397eae2dd390ae10665db7f2b63e0bfba6428fd7f36361246693d
Camoufox
- UTC start / end
- 2026-09-29T19:55:16.115534+00:00 / 2026-09-29T19:55:28.949731+00:00
- Original URL
- https://www.indeed.com/jobs?q=python&l=Remote
- Final URL
- https://www.indeed.com/jobs?q=python&l=Remote
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 5.19 s navigation; 9.672 s through DOM capture; 12.834 s total
- Sampled process-tree PSS
- 941.3 MiB sampled peak; 108 samples
- Capture
- 1,510,679 bytes · Complete serialized DOM
- Checked text
- 16,710 characters; minimum 500 · nonempty
- Required text groups
- python: matched pythonremote: matched remotejobs: matched jobs
- Listing patterns
\b(?:developer|engineer|programmer)\b: 78 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- DOM and private screenshot show Python remote job titles, employer and job details meeting the fixed checks. Patchright earlier returned HTTP 403; this time/engine/resource split does not establish a cause.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 6ce67f655a87e64e572963e6a6a022dbae3377b8f3fadc7e32891a5d14aa1cd6
Patchright
- UTC start / end
- 2026-09-29T19:40:21.109942+00:00 / 2026-09-29T19:40:24.014121+00:00
- Original URL
- https://www.indeed.com/jobs?q=python&l=Remote
- Final URL
- https://www.indeed.com/jobs?q=python&l=Remote
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.093 s navigation; 2.103 s through DOM capture; 2.904 s total
- Sampled process-tree PSS
- 562.4 MiB sampled peak; 24 samples
- Capture
- 35,960 bytes · Complete serialized DOM
- Checked text
- 450 characters; minimum 500 · nonempty
- Required text groups
- python: missingremote: missingjobs: matched jobs
- Listing patterns
\b(?:developer|engineer|programmer)\b: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 403 request-blocked page, with no job listing.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- e8de130e4f7638caeea627e3b523e13c15e3367f257dbd3a01fa9510f7725c7f
Lightpanda
- UTC start / end
- 2026-09-29T19:26:19.063025+00:00 / 2026-09-29T19:26:21.553968+00:00
- Original URL
- https://www.indeed.com/jobs?q=python&l=Remote
- Final URL
- https://www.indeed.com/jobs?q=python&l=Remote
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.041 s navigation; 2.048 s through DOM capture; 2.491 s total
- Sampled process-tree PSS
- 189.1 MiB sampled peak; 25 samples
- Capture
- 38,358 bytes · Complete serialized DOM
- Checked text
- 355 characters; minimum 500 · nonempty
- Required text groups
- python: missingremote: missingjobs: matched jobs
- Listing patterns
\b(?:developer|engineer|programmer)\b: 0 matches; needs 3- Soft-block / gate phrases
- additional verification required / No checked gate phrase
- Private capture inspection
- HTTP 403 additional-verification page; no job listing.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 5e53ff7487f078b2918931ac37e82254bbe4a55ba98580f9d433f38dd51a01b7
wreq
- UTC start / end
- 2026-09-29T19:16:04.756813+00:00 / 2026-09-29T19:16:04.799630+00:00
- Original URL
- https://www.indeed.com/jobs?q=python&l=Remote
- Final URL
- https://www.indeed.com/jobs?q=python&l=Remote
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.043 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 28,083 bytes · Original client-decompressed HTTP body
- Checked text
- 27 characters; minimum 500 · nonempty
- Required text groups
- python: missingremote: missingjobs: missing
- Listing patterns
\b(?:developer|engineer|programmer)\b: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Security check response; no job listing.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- e2226cfe7db4df4c0ef8db6c7fc9e3e56214c56ceb59750df0ab4aea1cc3fb25
15. Remote OKjobsScrapling · HTTP 200missing required contentCamoufox · HTTP 200usablePatchright · HTTP 200usableLightpanda · HTTP 200missing required contentwreq · HTTP 200missing required content
Required: Remote developer job listings. https://remoteok.com/remote-dev-jobs
Scrapling
- UTC start / end
- 2026-09-29T20:07:23.489960+00:00 / 2026-09-29T20:07:23.870230+00:00
- Original URL
- https://remoteok.com/remote-dev-jobs
- Final URL
- https://remoteok.com/remote-dev-jobs
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.380 s Fetcher body transfer and selector construction; 0.38 s total
- Sampled process-tree PSS
- 37.5 MiB sampled peak; 7 samples
- Capture
- 59,406 bytes · Complete client-decompressed HTTP body
- Checked text
- 5,486 characters; minimum 500 · nonempty
- Required text groups
- remote: matched remotedeveloper / engineer: matched developerjobs: matched jobs
- Listing patterns
\b(?:developer|engineer|programmer)\b: 2 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 200 shell meets required text groups, but the strict developer/engineer/programmer regex has two matches where three are required. Earlier browser DOMs passed. No threshold change or JS fallback.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- 8b2571581cb734e2a527317934dce23b0f0b3225efe1d61c998cf40cb86b646b
Camoufox
- UTC start / end
- 2026-09-29T19:55:31.752165+00:00 / 2026-09-29T19:55:43.843312+00:00
- Original URL
- https://remoteok.com/remote-dev-jobs
- Final URL
- https://remoteok.com/remote-dev-jobs
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 3.069 s navigation; 5.233 s through DOM capture; 12.091 s total
- Sampled process-tree PSS
- 962.9 MiB sampled peak; 103 samples
- Capture
- 964,301 bytes · Complete serialized DOM
- Checked text
- 214,415 characters; minimum 500 · nonempty
- Required text groups
- remote: matched remotedeveloper / engineer: matched developer, engineerjobs: matched jobs
- Listing patterns
\b(?:developer|engineer|programmer)\b: 101 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Developer job listings meet the strict listing patterns, as in Patchright. Earlier Lightpanda and wreq missed required patterns; no validator thresholds changed.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 73afe5aaf29147fbf24bb0f71adb26c3294b4f6f59ae374ba6961f01d2b5fc13
Patchright
- UTC start / end
- 2026-09-29T19:40:26.197919+00:00 / 2026-09-29T19:40:30.381878+00:00
- Original URL
- https://remoteok.com/remote-dev-jobs
- Final URL
- https://remoteok.com/remote-dev-jobs
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 1.232 s navigation; 3.329 s through DOM capture; 4.184 s total
- Sampled process-tree PSS
- 660.3 MiB sampled peak; 35 samples
- Capture
- 968,888 bytes · Complete serialized DOM
- Checked text
- 214,554 characters; minimum 500 · nonempty
- Required text groups
- remote: matched remotedeveloper / engineer: matched developer, engineerjobs: matched jobs
- Listing patterns
\b(?:developer|engineer|programmer)\b: 101 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Developer/engineer jobs and listing text meet the frozen checks; the private screenshot shows actual job cards. Both earlier baselines failed these checks; no cause inferred.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 22a8d9b331a8a95cb04586c45c3daca5cbce1add42956886bab91ebd9de3c0f4
Lightpanda
- UTC start / end
- 2026-09-29T19:26:23.691970+00:00 / 2026-09-29T19:26:26.918668+00:00
- Original URL
- https://remoteok.com/remote-dev-jobs
- Final URL
- https://remoteok.com/remote-dev-jobs
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.799 s navigation; 2.807 s through DOM capture; 3.227 s total
- Sampled process-tree PSS
- 194.8 MiB sampled peak; 33 samples
- Capture
- 67,212 bytes · Complete serialized DOM
- Checked text
- 5,627 characters; minimum 500 · nonempty
- Required text groups
- remote: matched remotedeveloper / engineer: matched developerjobs: matched jobs
- Listing patterns
\b(?:developer|engineer|programmer)\b: 2 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Site navigation and remote-job text are present, but the frozen listing checks fail. HTTP 200 alone is insufficient.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 18eea2c96c9059c840390fceec72939b25f60e2756612a103ce1b83a57f62d66
wreq
- UTC start / end
- 2026-09-29T19:16:06.802771+00:00 / 2026-09-29T19:16:07.411698+00:00
- Original URL
- https://remoteok.com/remote-dev-jobs
- Final URL
- https://remoteok.com/remote-dev-jobs
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.609 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 59,438 bytes · Original client-decompressed HTTP body
- Checked text
- 5,486 characters; minimum 500 · nonempty
- Required text groups
- remote: matched remotedeveloper / engineer: matched developerjobs: matched jobs
- Listing patterns
\b(?:developer|engineer|programmer)\b: 2 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Job rows exist in HTML, but the frozen role-text check has fewer than three matches. A strict check failure, not proof that all job data is unusable.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 3de38fb9fa13a50666fda88eeff4ace02ed3f3b34a3bae3c2244ff3e7c6cae4e
16. We Work RemotelyjobsScrapling · HTTP 200usableCamoufox · HTTP 200usablePatchright · HTTP 200usableLightpanda · HTTP 200usablewreq · HTTP 200usable
Required: Remote programming jobs with actual role descriptions. https://weworkremotely.com/categories/remote-programming-jobs
Scrapling
- UTC start / end
- 2026-09-29T20:07:26.185478+00:00 / 2026-09-29T20:07:27.358838+00:00
- Original URL
- https://weworkremotely.com/categories/remote-programming-jobs
- Final URL
- https://weworkremotely.com/categories/remote-full-stack-programming-jobs
- Redirect observation
- followedHTTP 302: https://weworkremotely.com/categories/remote-programming-jobs → https://weworkremotely.com/categories/remote-full-stack-programming-jobs
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 1.173 s Fetcher body transfer and selector construction; 1.173 s total
- Sampled process-tree PSS
- 37.9 MiB sampled peak; 15 samples
- Capture
- 144,404 bytes · Complete client-decompressed HTTP body
- Checked text
- 9,661 characters; minimum 500 · nonempty
- Required text groups
- remote: matched remoteprogramming: matched programmingdeveloper / engineer: matched developer, engineer
- Listing patterns
\b(?:developer|engineer|programmer)\b: 26 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Ordinary HTTP 302 to the canonical full-stack programming category followed successfully. Job-listing content passes; the canonical redirect is not counted as a failure.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- 96d3caa100a3f6e180aaedfcd093a6cc2f889bfa08e46b34fce106a0c62c355d
Camoufox
- UTC start / end
- 2026-09-29T19:55:46.717643+00:00 / 2026-09-29T19:55:58.082164+00:00
- Original URL
- https://weworkremotely.com/categories/remote-programming-jobs
- Final URL
- https://weworkremotely.com/categories/remote-full-stack-programming-jobs
- Redirect observation
- followedHTTP 302: https://weworkremotely.com/categories/remote-programming-jobs → https://weworkremotely.com/categories/remote-full-stack-programming-jobs
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 6.184 s navigation; 8.227 s through DOM capture; 11.364 s total
- Sampled process-tree PSS
- 1122.4 MiB sampled peak; 94 samples
- Capture
- 782,642 bytes · Complete serialized DOM
- Checked text
- 9,661 characters; minimum 500 · nonempty
- Required text groups
- remote: matched remoteprogramming: matched programmingdeveloper / engineer: matched developer, engineer
- Listing patterns
\b(?:developer|engineer|programmer)\b: 26 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Remote job listings and required listing text meet the fixed checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- a70e577edc2a9999d031137ff4cd6aef7efc06ed81de556597db34e975c8c4f3
Patchright
- UTC start / end
- 2026-09-29T19:40:32.821374+00:00 / 2026-09-29T19:40:36.825614+00:00
- Original URL
- https://weworkremotely.com/categories/remote-programming-jobs
- Final URL
- https://weworkremotely.com/categories/remote-full-stack-programming-jobs
- Redirect observation
- followedHTTP 302: https://weworkremotely.com/categories/remote-programming-jobs → https://weworkremotely.com/categories/remote-full-stack-programming-jobs
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.995 s navigation; 3.085 s through DOM capture; 4.004 s total
- Sampled process-tree PSS
- 753.8 MiB sampled peak; 31 samples
- Capture
- 788,515 bytes · Complete serialized DOM
- Checked text
- 9,661 characters; minimum 500 · nonempty
- Required text groups
- remote: matched remoteprogramming: matched programmingdeveloper / engineer: matched developer, engineer
- Listing patterns
\b(?:developer|engineer|programmer)\b: 26 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- One HTTP 302 follows to the canonical full-stack jobs route and the listing checks pass, matching the observed redirect in both earlier baselines.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 48bae465ba2d07de5151d2420d5fd1d74540284d24bc5768b0b8b42d0d5e9be9
Lightpanda
- UTC start / end
- 2026-09-29T19:26:29.148485+00:00 / 2026-09-29T19:26:32.451501+00:00
- Original URL
- https://weworkremotely.com/categories/remote-programming-jobs
- Final URL
- https://weworkremotely.com/categories/remote-full-stack-programming-jobs
- Redirect observation
- followedHTTP 302: https://weworkremotely.com/categories/remote-programming-jobs → https://weworkremotely.com/categories/remote-full-stack-programming-jobs
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.806 s navigation; 2.850 s through DOM capture; 3.303 s total
- Sampled process-tree PSS
- 277.8 MiB sampled peak; 33 samples
- Capture
- 788,403 bytes · Complete serialized DOM
- Checked text
- 11,227 characters; minimum 500 · nonempty
- Required text groups
- remote: matched remoteprogramming: matched programmingdeveloper / engineer: matched developer, engineer
- Listing patterns
\b(?:developer|engineer|programmer)\b: 26 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- One observed HTTP 302 reaches the canonical full-stack jobs route. Job text meets the same listing checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 4496656b808185b7e4a8c9a5403dc9b4d9bbeb1c1399bff8587cb2fb53a3d15e
wreq
- UTC start / end
- 2026-09-29T19:16:09.419954+00:00 / 2026-09-29T19:16:09.975331+00:00
- Original URL
- https://weworkremotely.com/categories/remote-programming-jobs
- Final URL
- https://weworkremotely.com/categories/remote-full-stack-programming-jobs
- Redirect observation
- followedHTTP 302: https://weworkremotely.com/categories/remote-programming-jobs → https://weworkremotely.com/categories/remote-full-stack-programming-jobs
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.555 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 144,403 bytes · Original client-decompressed HTTP body
- Checked text
- 9,661 characters; minimum 500 · nonempty
- Required text groups
- remote: matched remoteprogramming: matched programmingdeveloper / engineer: matched developer, engineer
- Listing patterns
\b(?:developer|engineer|programmer)\b: 26 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- A normal HTTP 302 reached the canonical full-stack programming category. The final HTTP 200 content meets the frozen job checks; the redirect is not a failure.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- d045dd649d1a36c896b6aa045ba00a2af37849d48df4cfeb823fff1ba976ac71
17. WikipediacontentScrapling · HTTP 200usableCamoufox · HTTP 200usablePatchright · HTTP 200usableLightpanda · HTTP 200usablewreq · HTTP 200usable
Required: Web scraping article with substantive explanation. https://en.wikipedia.org/wiki/Web_scraping
Scrapling
- UTC start / end
- 2026-09-29T20:07:29.721218+00:00 / 2026-09-29T20:07:29.987326+00:00
- Original URL
- https://en.wikipedia.org/wiki/Web_scraping
- Final URL
- https://en.wikipedia.org/wiki/Web_scraping
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.265 s Fetcher body transfer and selector construction; 0.266 s total
- Sampled process-tree PSS
- 39.1 MiB sampled peak; 6 samples
- Capture
- 235,975 bytes · Complete client-decompressed HTTP body
- Checked text
- 30,790 characters; minimum 3000 · nonempty
- Required text groups
- web scraping: matched web scrapingweb crawler / data extraction: matched web crawler, data extraction
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private source body inspected: target-specific groups and listing patterns are present, with no checked soft block. Source-text checks do not establish full extraction or interaction.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- e305b5ea4c4ca2a210ae297f17ad11f2ce4201fd8f5b6247adcfb98f41d017af
Camoufox
- UTC start / end
- 2026-09-29T19:56:00.826727+00:00 / 2026-09-29T19:56:06.955522+00:00
- Original URL
- https://en.wikipedia.org/wiki/Web_scraping
- Final URL
- https://en.wikipedia.org/wiki/Web_scraping
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.998 s navigation; 3.019 s through DOM capture; 6.129 s total
- Sampled process-tree PSS
- 954.4 MiB sampled peak; 55 samples
- Capture
- 256,864 bytes · Complete serialized DOM
- Checked text
- 30,790 characters; minimum 3000 · nonempty
- Required text groups
- web scraping: matched web scrapingweb crawler / data extraction: matched web crawler, data extraction
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- f116b1da475a9ddf9b97f0f0577c0a01d379d7f96f64bb961291bca03a3cd47b
Patchright
- UTC start / end
- 2026-09-29T19:40:39.123662+00:00 / 2026-09-29T19:40:42.332270+00:00
- Original URL
- https://en.wikipedia.org/wiki/Web_scraping
- Final URL
- https://en.wikipedia.org/wiki/Web_scraping
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.268 s navigation; 2.312 s through DOM capture; 3.208 s total
- Sampled process-tree PSS
- 604.5 MiB sampled peak; 27 samples
- Capture
- 417,093 bytes · Complete serialized DOM
- Checked text
- 31,055 characters; minimum 3000 · nonempty
- Required text groups
- web scraping: matched web scrapingweb crawler / data extraction: matched web crawler, data extraction
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Web-scraping article and required section text are present.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 7fa5afb29dfa4975d3fe4f1f4b04f76231848160b5bc2108e805f388118a830b
Lightpanda
- UTC start / end
- 2026-09-29T19:26:34.651217+00:00 / 2026-09-29T19:26:37.389910+00:00
- Original URL
- https://en.wikipedia.org/wiki/Web_scraping
- Final URL
- https://en.wikipedia.org/wiki/Web_scraping
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.249 s navigation; 2.272 s through DOM capture; 2.738 s total
- Sampled process-tree PSS
- 196.4 MiB sampled peak; 28 samples
- Capture
- 347,040 bytes · Complete serialized DOM
- Checked text
- 31,033 characters; minimum 3000 · nonempty
- Required text groups
- web scraping: matched web scrapingweb crawler / data extraction: matched web crawler, data extraction
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Web-scraping article body and required section text are present.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 339282e28d53ab19e0b43c48bd18aec8d1f76374a8be68dc0f107fdfd785516e
wreq
- UTC start / end
- 2026-09-29T19:16:11.989806+00:00 / 2026-09-29T19:16:12.185179+00:00
- Original URL
- https://en.wikipedia.org/wiki/Web_scraping
- Final URL
- https://en.wikipedia.org/wiki/Web_scraping
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.195 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 235,975 bytes · Original client-decompressed HTTP body
- Checked text
- 30,790 characters; minimum 3000 · nonempty
- Required text groups
- web scraping: matched web scrapingweb crawler / data extraction: matched web crawler, data extraction
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Saved HTML inspection confirmed required content and matching checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- e305b5ea4c4ca2a210ae297f17ad11f2ce4201fd8f5b6247adcfb98f41d017af
18. Hacker NewscontentScrapling · HTTP 200usableCamoufox · HTTP 200usablePatchright · HTTP 200usableLightpanda · HTTP 200usablewreq · HTTP 200usable
Required: News story listing with points and comment links. https://news.ycombinator.com/
Scrapling
- UTC start / end
- 2026-09-29T20:07:32.368696+00:00 / 2026-09-29T20:07:33.004050+00:00
- Original URL
- https://news.ycombinator.com/
- Final URL
- https://news.ycombinator.com/
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.635 s Fetcher body transfer and selector construction; 0.635 s total
- Sampled process-tree PSS
- 36.5 MiB sampled peak; 9 samples
- Capture
- 34,805 bytes · Complete client-decompressed HTTP body
- Checked text
- 3,948 characters; minimum 1000 · nonempty
- Required text groups
- hacker news: matched hacker newspoints: matched pointscomments: matched comments
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private source body inspected: target-specific groups and listing patterns are present, with no checked soft block. Source-text checks do not establish full extraction or interaction.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- 23f96f5bdb9bde7c5681b5f21affe2845d7b5839fa771de14ea6441dd9f04143
Camoufox
- UTC start / end
- 2026-09-29T19:56:09.814742+00:00 / 2026-09-29T19:56:15.745486+00:00
- Original URL
- https://news.ycombinator.com/
- Final URL
- https://news.ycombinator.com/
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.968 s navigation; 2.977 s through DOM capture; 5.931 s total
- Sampled process-tree PSS
- 889.9 MiB sampled peak; 56 samples
- Capture
- 34,727 bytes · Complete serialized DOM
- Checked text
- 3,886 characters; minimum 1000 · nonempty
- Required text groups
- hacker news: matched hacker newspoints: matched pointscomments: matched comments
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 558f3adefe8e365089c4b04afea8148d828665d012576bbc3bac52a921ff9114
Patchright
- UTC start / end
- 2026-09-29T19:40:44.661766+00:00 / 2026-09-29T19:40:48.398481+00:00
- Original URL
- https://news.ycombinator.com/
- Final URL
- https://news.ycombinator.com/
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.836 s navigation; 2.847 s through DOM capture; 3.737 s total
- Sampled process-tree PSS
- 547.9 MiB sampled peak; 31 samples
- Capture
- 34,741 bytes · Complete serialized DOM
- Checked text
- 3,892 characters; minimum 1000 · nonempty
- Required text groups
- hacker news: matched hacker newspoints: matched pointscomments: matched comments
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Story listings, points and comments meet the required checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 33a25682fd0f246da971c1c81ef3b2b24ad33ac8bbd63c490874842b82786f8f
Lightpanda
- UTC start / end
- 2026-09-29T19:26:39.621293+00:00 / 2026-09-29T19:26:42.891189+00:00
- Original URL
- https://news.ycombinator.com/
- Final URL
- https://news.ycombinator.com/
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.823 s navigation; 2.833 s through DOM capture; 3.27 s total
- Sampled process-tree PSS
- 173.2 MiB sampled peak; 33 samples
- Capture
- 34,700 bytes · Complete serialized DOM
- Checked text
- 3,857 characters; minimum 1000 · nonempty
- Required text groups
- hacker news: matched hacker newspoints: matched pointscomments: matched comments
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Story listing, points and comments are present.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 88c8f024c32c0f814244764d0ce7c9b8588684bd78d2c51aab33df4a3fca07e2
wreq
- UTC start / end
- 2026-09-29T19:16:14.205913+00:00 / 2026-09-29T19:16:14.807252+00:00
- Original URL
- https://news.ycombinator.com/
- Final URL
- https://news.ycombinator.com/
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.601 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 34,693 bytes · Original client-decompressed HTTP body
- Checked text
- 3,895 characters; minimum 1000 · nonempty
- Required text groups
- hacker news: matched hacker newspoints: matched pointscomments: matched comments
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Saved HTML inspection confirmed required content and matching checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- fbb3dea0aeb69f3fb69f1f96206328dbfcc1ee5b3ec2b6defc21eb573500fb37
19. BBCcontentScrapling · HTTP 200usableCamoufox · HTTP 200usablePatchright · HTTP 200usableLightpanda · HTTP 200usablewreq · HTTP 200usable
Required: Public news headlines and topic navigation. https://www.bbc.com/news
Scrapling
- UTC start / end
- 2026-09-29T20:07:35.306851+00:00 / 2026-09-29T20:07:35.556464+00:00
- Original URL
- https://www.bbc.com/news
- Final URL
- https://www.bbc.com/news
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.248 s Fetcher body transfer and selector construction; 0.25 s total
- Sampled process-tree PSS
- 38.8 MiB sampled peak; 6 samples
- Capture
- 381,206 bytes · Complete client-decompressed HTTP body
- Checked text
- 9,642 characters; minimum 1000 · nonempty
- Required text groups
- bbc: matched bbcnews: matched newsworld / business: matched world, business
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private source body inspected: target-specific groups and listing patterns are present, with no checked soft block. Source-text checks do not establish full extraction or interaction.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- ed694ff76253f26a8b0b563dfee9c58046daefe2b4e6f334aceddd8df7fd6306
Camoufox
- UTC start / end
- 2026-09-29T19:56:18.473041+00:00 / 2026-09-29T19:56:29.756728+00:00
- Original URL
- https://www.bbc.com/news
- Final URL
- https://www.bbc.com/news
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 3.103 s navigation; 6.113 s through DOM capture; 11.284 s total
- Sampled process-tree PSS
- 1106.0 MiB sampled peak; 93 samples
- Capture
- 335,585 bytes · Complete serialized DOM
- Checked text
- 9,843 characters; minimum 1000 · nonempty
- Required text groups
- bbc: matched bbcnews: matched newsworld / business: matched world, business
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 0d92f93dc9381370d82691c122b765eb7fc5a648ef53c3f8cff9010f9b7d579b
Patchright
- UTC start / end
- 2026-09-29T19:40:50.670547+00:00 / 2026-09-29T19:40:54.477210+00:00
- Original URL
- https://www.bbc.com/news
- Final URL
- https://www.bbc.com/news
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.772 s navigation; 2.817 s through DOM capture; 3.806 s total
- Sampled process-tree PSS
- 728.9 MiB sampled peak; 30 samples
- Capture
- 336,410 bytes · Complete serialized DOM
- Checked text
- 9,845 characters; minimum 1000 · nonempty
- Required text groups
- bbc: matched bbcnews: matched newsworld / business: matched world, business
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- BBC news listing content meets the frozen checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- a767db82a78fb2333c689f3a7dd8e6db8d3e3e8eda3b6acf9b771f511ce85b6b
Lightpanda
- UTC start / end
- 2026-09-29T19:26:45.077197+00:00 / 2026-09-29T19:26:48.238658+00:00
- Original URL
- https://www.bbc.com/news
- Final URL
- https://www.bbc.com/news
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.723 s navigation; 2.742 s through DOM capture; 3.161 s total
- Sampled process-tree PSS
- 276.3 MiB sampled peak; 32 samples
- Capture
- 329,370 bytes · Complete serialized DOM
- Checked text
- 9,713 characters; minimum 1000 · nonempty
- Required text groups
- bbc: matched bbcnews: matched newsworld / business: matched world, business
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- BBC news listing text meets the required checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 4f9fca9938a98a214721109ec4fcfc928c5aea0ddfed8172e7babe48caa277ec
wreq
- UTC start / end
- 2026-09-29T19:16:16.824151+00:00 / 2026-09-29T19:16:17.131244+00:00
- Original URL
- https://www.bbc.com/news
- Final URL
- https://www.bbc.com/news
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.307 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 381,002 bytes · Original client-decompressed HTTP body
- Checked text
- 9,639 characters; minimum 1000 · nonempty
- Required text groups
- bbc: matched bbcnews: matched newsworld / business: matched world, business
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Saved HTML inspection confirmed required content and matching checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 8117a71a84e08a190383621f802430df29903e92a7d469a95720d01713a32a96
20. arXivcontentScrapling · HTTP 200usableCamoufox · HTTP 200usablePatchright · HTTP 200usableLightpanda · HTTP 403http access deniedwreq · HTTP 200usable
Required: Recent Computer Science papers with subject metadata. https://arxiv.org/list/cs/recent
Scrapling
- UTC start / end
- 2026-09-29T20:07:37.935649+00:00 / 2026-09-29T20:07:38.108696+00:00
- Original URL
- https://arxiv.org/list/cs/recent
- Final URL
- https://arxiv.org/list/cs/recent
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.172 s Fetcher body transfer and selector construction; 0.173 s total
- Sampled process-tree PSS
- 37.6 MiB sampled peak; 5 samples
- Capture
- 97,480 bytes · Complete client-decompressed HTTP body
- Checked text
- 16,898 characters; minimum 1500 · nonempty
- Required text groups
- computer science: matched computer sciencesubjects:: matched subjects:
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private source body inspected: target-specific groups and listing patterns are present, with no checked soft block. Source-text checks do not establish full extraction or interaction.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- b1de1feefecddc4ea113b631684531e8e98358cc55f85f080167f7d0fe78a275
Camoufox
- UTC start / end
- 2026-09-29T19:56:32.589760+00:00 / 2026-09-29T19:56:38.724789+00:00
- Original URL
- https://arxiv.org/list/cs/recent
- Final URL
- https://arxiv.org/list/cs/recent
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.894 s navigation; 2.905 s through DOM capture; 6.135 s total
- Sampled process-tree PSS
- 875.3 MiB sampled peak; 58 samples
- Capture
- 98,937 bytes · Complete serialized DOM
- Checked text
- 16,898 characters; minimum 1500 · nonempty
- Required text groups
- computer science: matched computer sciencesubjects:: matched subjects:
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 9f9e451ed3e44ba3101b94ab31e609e9dfcde218f6909dd638f912149673d9fc
Patchright
- UTC start / end
- 2026-09-29T19:40:56.799977+00:00 / 2026-09-29T19:41:00.041296+00:00
- Original URL
- https://arxiv.org/list/cs/recent
- Final URL
- https://arxiv.org/list/cs/recent
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.368 s navigation; 2.386 s through DOM capture; 3.241 s total
- Sampled process-tree PSS
- 582.5 MiB sampled peak; 27 samples
- Capture
- 108,267 bytes · Complete serialized DOM
- Checked text
- 16,901 characters; minimum 1500 · nonempty
- Required text groups
- computer science: matched computer sciencesubjects:: matched subjects:
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 200 with computer-science submission titles and subject labels; private screenshot confirms the listing. Earlier Lightpanda returned 403, while corrected wreq passed.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- cb337084a529dccafef7bb538cd9bb01f47b397ed8245e001375fb4189e67943
Lightpanda
- UTC start / end
- 2026-09-29T19:26:50.465507+00:00 / 2026-09-29T19:26:53.010991+00:00
- Original URL
- https://arxiv.org/list/cs/recent
- Final URL
- https://arxiv.org/list/cs/recent
- Redirect observation
- none
- Status / usable
- HTTP 403 · No, http access denied
- Latency basis
- 0.116 s navigation; 2.121 s through DOM capture; 2.545 s total
- Sampled process-tree PSS
- 169.3 MiB sampled peak; 26 samples
- Capture
- 380 bytes · Complete serialized DOM
- Checked text
- 119 characters; minimum 1500 · nonempty
- Required text groups
- computer science: missingsubjects:: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 403 Forbidden response; no search results.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- b5f5e50590c8d71010cafbe1ac32be86d499fd3e7ee5c85e72071c2c2559775d
wreq
- UTC start / end
- 2026-09-29T19:16:19.149774+00:00 / 2026-09-29T19:16:19.380645+00:00
- Original URL
- https://arxiv.org/list/cs/recent
- Final URL
- https://arxiv.org/list/cs/recent
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.231 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 97,480 bytes · Original client-decompressed HTTP body
- Checked text
- 16,898 characters; minimum 1500 · nonempty
- Required text groups
- computer science: matched computer sciencesubjects:: matched subjects:
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Saved HTML inspection confirmed required content and matching checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- b1de1feefecddc4ea113b631684531e8e98358cc55f85f080167f7d0fe78a275
21. Project GutenbergcontentScrapling · HTTP 200usableCamoufox · HTTP 200usablePatchright · HTTP 200usableLightpanda · HTTP 200usablewreq · HTTP 200usable
Required: Pride and Prejudice book description with author. https://www.gutenberg.org/ebooks/1342
Scrapling
- UTC start / end
- 2026-09-29T20:07:40.454371+00:00 / 2026-09-29T20:07:40.993241+00:00
- Original URL
- https://www.gutenberg.org/ebooks/1342
- Final URL
- https://www.gutenberg.org/ebooks/1342
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.538 s Fetcher body transfer and selector construction; 0.539 s total
- Sampled process-tree PSS
- 36.3 MiB sampled peak; 8 samples
- Capture
- 24,862 bytes · Complete client-decompressed HTTP body
- Checked text
- 2,588 characters; minimum 500 · nonempty
- Required text groups
- pride and prejudice: matched pride and prejudicejane austen: matched jane austen
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private source body inspected: target-specific groups and listing patterns are present, with no checked soft block. Source-text checks do not establish full extraction or interaction.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- 764ca589880f2890c381cb1146e7f663a3d2f3c9731bce9fe662e67e0ab31f36
Camoufox
- UTC start / end
- 2026-09-29T19:56:41.479377+00:00 / 2026-09-29T19:56:54.478496+00:00
- Original URL
- https://www.gutenberg.org/ebooks/1342
- Final URL
- https://www.gutenberg.org/ebooks/1342
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 3.882 s navigation; 6.123 s through DOM capture; 12.999 s total
- Sampled process-tree PSS
- 912.2 MiB sampled peak; 109 samples
- Capture
- 24,691 bytes · Complete serialized DOM
- Checked text
- 2,588 characters; minimum 500 · nonempty
- Required text groups
- pride and prejudice: matched pride and prejudicejane austen: matched jane austen
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 42bf0523bb0f28e682f8b754bc1a14d3bd4dc1594cfc9a42750f8fe1cd133774
Patchright
- UTC start / end
- 2026-09-29T19:41:02.246395+00:00 / 2026-09-29T19:41:06.023342+00:00
- Original URL
- https://www.gutenberg.org/ebooks/1342
- Final URL
- https://www.gutenberg.org/ebooks/1342
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.906 s navigation; 2.917 s through DOM capture; 3.777 s total
- Sampled process-tree PSS
- 563.3 MiB sampled peak; 31 samples
- Capture
- 24,691 bytes · Complete serialized DOM
- Checked text
- 2,588 characters; minimum 500 · nonempty
- Required text groups
- pride and prejudice: matched pride and prejudicejane austen: matched jane austen
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Pride and Prejudice, Jane Austen and the book/download-page content meet the preset checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 42bf0523bb0f28e682f8b754bc1a14d3bd4dc1594cfc9a42750f8fe1cd133774
Lightpanda
- UTC start / end
- 2026-09-29T19:26:55.189541+00:00 / 2026-09-29T19:26:58.165469+00:00
- Original URL
- https://www.gutenberg.org/ebooks/1342
- Final URL
- https://www.gutenberg.org/ebooks/1342
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.549 s navigation; 2.556 s through DOM capture; 2.976 s total
- Sampled process-tree PSS
- 170.4 MiB sampled peak; 30 samples
- Capture
- 24,691 bytes · Complete serialized DOM
- Checked text
- 2,588 characters; minimum 500 · nonempty
- Required text groups
- pride and prejudice: matched pride and prejudicejane austen: matched jane austen
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Pride and Prejudice title, Jane Austen and book/download-page content are present.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 42bf0523bb0f28e682f8b754bc1a14d3bd4dc1594cfc9a42750f8fe1cd133774
wreq
- UTC start / end
- 2026-09-29T19:16:21.398459+00:00 / 2026-09-29T19:16:22.021726+00:00
- Original URL
- https://www.gutenberg.org/ebooks/1342
- Final URL
- https://www.gutenberg.org/ebooks/1342
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.623 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 24,862 bytes · Original client-decompressed HTTP body
- Checked text
- 2,588 characters; minimum 500 · nonempty
- Required text groups
- pride and prejudice: matched pride and prejudicejane austen: matched jane austen
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Saved HTML inspection confirmed required content and matching checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 94b755665adca2f5f4b060287f9fecb33d596f61d6bd41457db899c6347b7923
22. GOV.UKcontentScrapling · HTTP 200usableCamoufox · HTTP 200usablePatchright · HTTP 200usableLightpanda · HTTP 200usablewreq · HTTP 200usable
Required: UK bank holiday dates for England and Wales. https://www.gov.uk/bank-holidays
Scrapling
- UTC start / end
- 2026-09-29T20:07:43.276087+00:00 / 2026-09-29T20:07:43.432946+00:00
- Original URL
- https://www.gov.uk/bank-holidays
- Final URL
- https://www.gov.uk/bank-holidays
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.156 s Fetcher body transfer and selector construction; 0.157 s total
- Sampled process-tree PSS
- 36.4 MiB sampled peak; 4 samples
- Capture
- 175,904 bytes · Complete client-decompressed HTTP body
- Checked text
- 17,613 characters; minimum 500 · nonempty
- Required text groups
- uk bank holidays: matched uk bank holidaysengland and wales: matched england and waleschristmas day: matched christmas day
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private source body inspected: target-specific groups and listing patterns are present, with no checked soft block. Source-text checks do not establish full extraction or interaction.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- ecef2d2dee39942eac84b14b13157fcd88c81f99f97842b08c991365db6bd04d
Camoufox
- UTC start / end
- 2026-09-29T19:56:57.235717+00:00 / 2026-09-29T19:57:03.238183+00:00
- Original URL
- https://www.gov.uk/bank-holidays
- Final URL
- https://www.gov.uk/bank-holidays
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.741 s navigation; 2.758 s through DOM capture; 6.002 s total
- Sampled process-tree PSS
- 897.4 MiB sampled peak; 56 samples
- Capture
- 187,194 bytes · Complete serialized DOM
- Checked text
- 17,766 characters; minimum 500 · nonempty
- Required text groups
- uk bank holidays: matched uk bank holidaysengland and wales: matched england and waleschristmas day: matched christmas day
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 7756e9ed51196c99c8901706f3baf81796b0af412878a0e242334ecad464197d
Patchright
- UTC start / end
- 2026-09-29T19:41:08.259869+00:00 / 2026-09-29T19:41:11.443543+00:00
- Original URL
- https://www.gov.uk/bank-holidays
- Final URL
- https://www.gov.uk/bank-holidays
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.265 s navigation; 2.296 s through DOM capture; 3.183 s total
- Sampled process-tree PSS
- 573.9 MiB sampled peak; 26 samples
- Capture
- 187,194 bytes · Complete serialized DOM
- Checked text
- 17,766 characters; minimum 500 · nonempty
- Required text groups
- uk bank holidays: matched uk bank holidaysengland and wales: matched england and waleschristmas day: matched christmas day
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Passport guidance text meets the required checks alongside cookie-banner text.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- e6685edb0d252466ef036446baebca1200239a8fcd90004bada052d5e44640de
Lightpanda
- UTC start / end
- 2026-09-29T19:27:00.321373+00:00 / 2026-09-29T19:27:02.981970+00:00
- Original URL
- https://www.gov.uk/bank-holidays
- Final URL
- https://www.gov.uk/bank-holidays
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.204 s navigation; 2.218 s through DOM capture; 2.66 s total
- Sampled process-tree PSS
- 188.9 MiB sampled peak; 28 samples
- Capture
- 186,548 bytes · Complete serialized DOM
- Checked text
- 17,766 characters; minimum 500 · nonempty
- Required text groups
- uk bank holidays: matched uk bank holidaysengland and wales: matched england and waleschristmas day: matched christmas day
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Passport guidance text is present alongside the cookie banner.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 549cb3f533e3649fcd056dbded17ad926e37ae9106e2e163b2f6f9489ef86c27
wreq
- UTC start / end
- 2026-09-29T19:16:24.027781+00:00 / 2026-09-29T19:16:24.395209+00:00
- Original URL
- https://www.gov.uk/bank-holidays
- Final URL
- https://www.gov.uk/bank-holidays
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.367 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 175,904 bytes · Original client-decompressed HTTP body
- Checked text
- 17,613 characters; minimum 500 · nonempty
- Required text groups
- uk bank holidays: matched uk bank holidaysengland and wales: matched england and waleschristmas day: matched christmas day
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Saved HTML inspection confirmed required content and matching checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 9f0211a543241b66b58cfa7a431db8c6bb93f2e7a1b309990fdd0c3a8c2bc98d
23. Python documentationcontentScrapling · HTTP 200usableCamoufox · HTTP 200usablePatchright · HTTP 200usableLightpanda · HTTP 200usablewreq · HTTP 200usable
Required: urllib.request documentation with API explanation. https://docs.python.org/3/library/urllib.request.html
Scrapling
- UTC start / end
- 2026-09-29T20:07:45.719734+00:00 / 2026-09-29T20:07:45.969996+00:00
- Original URL
- https://docs.python.org/3/library/urllib.request.html
- Final URL
- https://docs.python.org/3/library/urllib.request.html
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.249 s Fetcher body transfer and selector construction; 0.25 s total
- Sampled process-tree PSS
- 39.9 MiB sampled peak; 6 samples
- Capture
- 216,525 bytes · Complete client-decompressed HTTP body
- Checked text
- 53,833 characters; minimum 3000 · nonempty
- Required text groups
- urllib.request: matched urllib.requesturlopen: matched urlopen
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private source body inspected: target-specific groups and listing patterns are present, with no checked soft block. Source-text checks do not establish full extraction or interaction.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- 7690190ba74d1d6c2e247423f3fe194a5101667392c9de03bbe53296bd7a45b7
Camoufox
- UTC start / end
- 2026-09-29T19:57:06.003480+00:00 / 2026-09-29T19:57:16.175359+00:00
- Original URL
- https://docs.python.org/3/library/urllib.request.html
- Final URL
- https://docs.python.org/3/library/urllib.request.html
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 3.976 s navigation; 6.081 s through DOM capture; 10.172 s total
- Sampled process-tree PSS
- 946.7 MiB sampled peak; 87 samples
- Capture
- 223,068 bytes · Complete serialized DOM
- Checked text
- 55,139 characters; minimum 3000 · nonempty
- Required text groups
- urllib.request: matched urllib.requesturlopen: matched urlopen
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 6484b837d37c15e41d432033c8cb5c516b92b9717d5d3578ee1c19e0dbdf7eef
Patchright
- UTC start / end
- 2026-09-29T19:41:13.653436+00:00 / 2026-09-29T19:41:17.119912+00:00
- Original URL
- https://docs.python.org/3/library/urllib.request.html
- Final URL
- https://docs.python.org/3/library/urllib.request.html
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.534 s navigation; 2.565 s through DOM capture; 3.466 s total
- Sampled process-tree PSS
- 577.0 MiB sampled peak; 29 samples
- Capture
- 223,068 bytes · Complete serialized DOM
- Checked text
- 55,139 characters; minimum 3000 · nonempty
- Required text groups
- urllib.request: matched urllib.requesturlopen: matched urlopen
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Python tutorial and required heading content meet the frozen checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 6484b837d37c15e41d432033c8cb5c516b92b9717d5d3578ee1c19e0dbdf7eef
Lightpanda
- UTC start / end
- 2026-09-29T19:27:05.272557+00:00 / 2026-09-29T19:27:07.999361+00:00
- Original URL
- https://docs.python.org/3/library/urllib.request.html
- Final URL
- https://docs.python.org/3/library/urllib.request.html
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.294 s navigation; 2.310 s through DOM capture; 2.727 s total
- Sampled process-tree PSS
- 183.1 MiB sampled peak; 28 samples
- Capture
- 223,056 bytes · Complete serialized DOM
- Checked text
- 55,139 characters; minimum 3000 · nonempty
- Required text groups
- urllib.request: matched urllib.requesturlopen: matched urlopen
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Python tutorial content and the required heading text are present.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 93157bdd8432b83a01e59a080060f2c513461975aa6b2846b354483ea60ae08d
wreq
- UTC start / end
- 2026-09-29T19:16:26.420089+00:00 / 2026-09-29T19:16:26.585639+00:00
- Original URL
- https://docs.python.org/3/library/urllib.request.html
- Final URL
- https://docs.python.org/3/library/urllib.request.html
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.165 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 216,525 bytes · Original client-decompressed HTTP body
- Checked text
- 53,833 characters; minimum 3000 · nonempty
- Required text groups
- urllib.request: matched urllib.requesturlopen: matched urlopen
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Saved HTML inspection confirmed required content and matching checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 7690190ba74d1d6c2e247423f3fe194a5101667392c9de03bbe53296bd7a45b7
24. Quotes to ScrapejavascriptScrapling · HTTP 200missing required contentCamoufox · HTTP 200usablePatchright · HTTP 200usableLightpanda · HTTP 200usablewreq · HTTP 200missing required content
Required: Quote text and author after JavaScript rendering. https://quotes.toscrape.com/js/
Scrapling
- UTC start / end
- 2026-09-29T20:07:48.361832+00:00 / 2026-09-29T20:07:48.854468+00:00
- Original URL
- https://quotes.toscrape.com/js/
- Final URL
- https://quotes.toscrape.com/js/
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.492 s Fetcher body transfer and selector construction; 0.493 s total
- Sampled process-tree PSS
- 37.0 MiB sampled peak; 8 samples
- Capture
- 5,808 bytes · Complete client-decompressed HTTP body
- Checked text
- 74 characters; minimum 300 · nonempty
- Required text groups
- the world as we have created it: missingalbert einstein: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 200 source is a JavaScript-dependent shell without quote/author content. The fixed required-content checks fail; no browser fallback.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- a9067d4438044d45a1a895ed6939df4fa4d0487e17b82053dd694ad425466074
Camoufox
- UTC start / end
- 2026-09-29T19:57:19.046808+00:00 / 2026-09-29T19:57:30.311261+00:00
- Original URL
- https://quotes.toscrape.com/js/
- Final URL
- https://quotes.toscrape.com/js/
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 3.875 s navigation; 5.922 s through DOM capture; 11.264 s total
- Sampled process-tree PSS
- 884.4 MiB sampled peak; 96 samples
- Capture
- 8,985 bytes · Complete serialized DOM
- Checked text
- 1,495 characters; minimum 300 · nonempty
- Required text groups
- the world as we have created it: matched the world as we have created italbert einstein: matched albert einstein
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- b6d656f508cbbb0df37ec664f4363c41aa4fb497395e206ed24c497cd75ad110
Patchright
- UTC start / end
- 2026-09-29T19:41:19.410823+00:00 / 2026-09-29T19:41:23.808111+00:00
- Original URL
- https://quotes.toscrape.com/js/
- Final URL
- https://quotes.toscrape.com/js/
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 1.541 s navigation; 3.549 s through DOM capture; 4.397 s total
- Sampled process-tree PSS
- 553.3 MiB sampled peak; 35 samples
- Capture
- 8,985 bytes · Complete serialized DOM
- Checked text
- 1,495 characters; minimum 300 · nonempty
- Required text groups
- the world as we have created it: matched the world as we have created italbert einstein: matched albert einstein
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- JavaScript-rendered quote text and author labels meet the unchanged checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- b6d656f508cbbb0df37ec664f4363c41aa4fb497395e206ed24c497cd75ad110
Lightpanda
- UTC start / end
- 2026-09-29T19:27:10.248852+00:00 / 2026-09-29T19:27:13.545546+00:00
- Original URL
- https://quotes.toscrape.com/js/
- Final URL
- https://quotes.toscrape.com/js/
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.875 s navigation; 2.881 s through DOM capture; 3.297 s total
- Sampled process-tree PSS
- 176.5 MiB sampled peak; 33 samples
- Capture
- 8,985 bytes · Complete serialized DOM
- Checked text
- 1,495 characters; minimum 300 · nonempty
- Required text groups
- the world as we have created it: matched the world as we have created italbert einstein: matched albert einstein
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Quote text and author names appear after JavaScript execution and meet the frozen checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- b6d656f508cbbb0df37ec664f4363c41aa4fb497395e206ed24c497cd75ad110
wreq
- UTC start / end
- 2026-09-29T19:16:28.618918+00:00 / 2026-09-29T19:16:29.418595+00:00
- Original URL
- https://quotes.toscrape.com/js/
- Final URL
- https://quotes.toscrape.com/js/
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.800 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 5,808 bytes · Original client-decompressed HTTP body
- Checked text
- 74 characters; minimum 300 · nonempty
- Required text groups
- the world as we have created it: missingalbert einstein: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Navigation shell; required quote and author absent outside scripts.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- a9067d4438044d45a1a895ed6939df4fa4d0487e17b82053dd694ad425466074
25. ScrapingCoursejavascriptScrapling · HTTP 200missing required contentCamoufox · HTTP 200usablePatchright · HTTP 200usableLightpanda · HTTP 200usablewreq · HTTP 200missing required content
Required: JavaScript product listing with named products and prices. https://www.scrapingcourse.com/javascript-rendering
Scrapling
- UTC start / end
- 2026-09-29T20:07:51.173520+00:00 / 2026-09-29T20:07:52.041082+00:00
- Original URL
- https://www.scrapingcourse.com/javascript-rendering
- Final URL
- https://www.scrapingcourse.com/javascript-rendering
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.867 s Fetcher body transfer and selector construction; 0.868 s total
- Sampled process-tree PSS
- 36.5 MiB sampled peak; 11 samples
- Capture
- 29,640 bytes · Complete client-decompressed HTTP body
- Checked text
- 72 characters; minimum 300 · nonempty
- Required text groups
- chaz kangeroo hoodie / teton pullover hoodie: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 200 source contains the JavaScript challenge instruction but no product/price listing. The unchanged checks fail; no browser fallback.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- b9daac7e24122000dbc457ed0e4ed24b43b89593db88eac038e98499db93292a
Camoufox
- UTC start / end
- 2026-09-29T19:57:33.100360+00:00 / 2026-09-29T19:57:41.692682+00:00
- Original URL
- https://www.scrapingcourse.com/javascript-rendering
- Final URL
- https://www.scrapingcourse.com/javascript-rendering
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 3.36 s navigation; 5.371 s through DOM capture; 8.592 s total
- Sampled process-tree PSS
- 1071.9 MiB sampled peak; 75 samples
- Capture
- 27,714 bytes · Complete serialized DOM
- Checked text
- 381 characters; minimum 300 · nonempty
- Required text groups
- chaz kangeroo hoodie / teton pullover hoodie: matched chaz kangeroo hoodie, teton pullover hoodie
- Listing patterns
[$£€]\s?\d[\d,.]*: 12 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 218877327eca54f4694993d3011daf1e55b471f177e01cfbf11ee3cb2ebafc48
Patchright
- UTC start / end
- 2026-09-29T19:41:26.011231+00:00 / 2026-09-29T19:41:30.485403+00:00
- Original URL
- https://www.scrapingcourse.com/javascript-rendering
- Final URL
- https://www.scrapingcourse.com/javascript-rendering
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 1.623 s navigation; 3.631 s through DOM capture; 4.474 s total
- Sampled process-tree PSS
- 688.4 MiB sampled peak; 36 samples
- Capture
- 27,714 bytes · Complete serialized DOM
- Checked text
- 381 characters; minimum 300 · nonempty
- Required text groups
- chaz kangeroo hoodie / teton pullover hoodie: matched chaz kangeroo hoodie, teton pullover hoodie
- Listing patterns
[$£€]\s?\d[\d,.]*: 12 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Rendered product names and twelve prices meet the JavaScript challenge checks; the static enable-JavaScript instruction remains in the DOM.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 218877327eca54f4694993d3011daf1e55b471f177e01cfbf11ee3cb2ebafc48
Lightpanda
- UTC start / end
- 2026-09-29T19:27:15.694856+00:00 / 2026-09-29T19:27:19.609606+00:00
- Original URL
- https://www.scrapingcourse.com/javascript-rendering
- Final URL
- https://www.scrapingcourse.com/javascript-rendering
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 1.492 s navigation; 3.500 s through DOM capture; 3.915 s total
- Sampled process-tree PSS
- 195.9 MiB sampled peak; 39 samples
- Capture
- 27,705 bytes · Complete serialized DOM
- Checked text
- 381 characters; minimum 300 · nonempty
- Required text groups
- chaz kangeroo hoodie / teton pullover hoodie: matched chaz kangeroo hoodie, teton pullover hoodie
- Listing patterns
[$£€]\s?\d[\d,.]*: 12 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- The JavaScript challenge contains rendered product names and prices. A static enable-JavaScript instruction also remains in the DOM.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- d925bc7d518a14e762ab70b04d3d6d2b6866a13d05a578a7d98f851753d3b975
wreq
- UTC start / end
- 2026-09-29T19:16:31.421916+00:00 / 2026-09-29T19:16:32.556653+00:00
- Original URL
- https://www.scrapingcourse.com/javascript-rendering
- Final URL
- https://www.scrapingcourse.com/javascript-rendering
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 1.135 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 29,640 bytes · Original client-decompressed HTTP body
- Checked text
- 72 characters; minimum 300 · nonempty
- Required text groups
- chaz kangeroo hoodie / teton pullover hoodie: missing
- Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTML requests JavaScript; no required product text or prices.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- b9daac7e24122000dbc457ed0e4ed24b43b89593db88eac038e98499db93292a
26. Web Scraping DevjavascriptScrapling · HTTP 200missing required contentCamoufox · HTTP 200usablePatchright · HTTP 200usableLightpanda · HTTP 200usablewreq · HTTP 200missing required content
Required: Review text loaded by the JavaScript review interface. https://web-scraping.dev/reviews
Scrapling
- UTC start / end
- 2026-09-29T20:07:54.307134+00:00 / 2026-09-29T20:07:55.087536+00:00
- Original URL
- https://web-scraping.dev/reviews
- Final URL
- https://web-scraping.dev/reviews
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.780 s Fetcher body transfer and selector construction; 0.78 s total
- Sampled process-tree PSS
- 37.0 MiB sampled peak; 11 samples
- Capture
- 14,727 bytes · Complete client-decompressed HTTP body
- Checked text
- 244 characters; minimum 300 · nonempty
- Required text groups
- unique flavor and great energy boost / excellent energy drink for gamers: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 200 source contains review navigation and load-more shell but no required review content. No JavaScript execution; browser captures earlier passed.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- 77a5e13ddd2d8d9d65ba531340293d16870224866f7d52bbf7377f113b514665
Camoufox
- UTC start / end
- 2026-09-29T19:57:44.506272+00:00 / 2026-09-29T19:57:53.667794+00:00
- Original URL
- https://web-scraping.dev/reviews
- Final URL
- https://web-scraping.dev/reviews
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 4.126 s navigation; 6.136 s through DOM capture; 9.161 s total
- Sampled process-tree PSS
- 886.9 MiB sampled peak; 81 samples
- Capture
- 38,246 bytes · Complete serialized DOM
- Checked text
- 2,008 characters; minimum 300 · nonempty
- Required text groups
- unique flavor and great energy boost / excellent energy drink for gamers: matched unique flavor and great energy boost, excellent energy drink for gamers
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 463b9848988fe202d3a884d431bb47ce221a6aac0dc805508da98762f88477ad
Patchright
- UTC start / end
- 2026-09-29T19:41:32.762014+00:00 / 2026-09-29T19:41:37.657142+00:00
- Original URL
- https://web-scraping.dev/reviews
- Final URL
- https://web-scraping.dev/reviews
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 2.079 s navigation; 4.089 s through DOM capture; 4.895 s total
- Sampled process-tree PSS
- 573.4 MiB sampled peak; 39 samples
- Capture
- 38,246 bytes · Complete serialized DOM
- Checked text
- 2,008 characters; minimum 300 · nonempty
- Required text groups
- unique flavor and great energy boost / excellent energy drink for gamers: matched unique flavor and great energy boost, excellent energy drink for gamers
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Product-review text in the DOM meets the preset review checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 463b9848988fe202d3a884d431bb47ce221a6aac0dc805508da98762f88477ad
Lightpanda
- UTC start / end
- 2026-09-29T19:27:21.779737+00:00 / 2026-09-29T19:27:25.925648+00:00
- Original URL
- https://web-scraping.dev/reviews
- Final URL
- https://web-scraping.dev/reviews
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 1.72 s navigation; 3.728 s through DOM capture; 4.146 s total
- Sampled process-tree PSS
- 190.7 MiB sampled peak; 41 samples
- Capture
- 38,246 bytes · Complete serialized DOM
- Checked text
- 2,008 characters; minimum 300 · nonempty
- Required text groups
- unique flavor and great energy boost / excellent energy drink for gamers: matched unique flavor and great energy boost, excellent energy drink for gamers
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Product-review text appears in the captured DOM and meets the review checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 463b9848988fe202d3a884d431bb47ce221a6aac0dc805508da98762f88477ad
wreq
- UTC start / end
- 2026-09-29T19:16:34.561906+00:00 / 2026-09-29T19:16:35.392612+00:00
- Original URL
- https://web-scraping.dev/reviews
- Final URL
- https://web-scraping.dev/reviews
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.831 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 14,727 bytes · Original client-decompressed HTTP body
- Checked text
- 244 characters; minimum 300 · nonempty
- Required text groups
- unique flavor and great energy boost / excellent energy drink for gamers: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Review interface shell; required review text absent outside scripts.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 77a5e13ddd2d8d9d65ba531340293d16870224866f7d52bbf7377f113b514665
27. Example DomaincontrolScrapling · HTTP 200missing required contentCamoufox · HTTP 200missing required contentPatchright · HTTP 200missing required contentLightpanda · HTTP 200missing required contentwreq · HTTP 200missing required content
Required: Example Domain heading and documentation explanation. https://example.com/
Scrapling
- UTC start / end
- 2026-09-29T20:07:57.450980+00:00 / 2026-09-29T20:07:57.570062+00:00
- Original URL
- https://example.com/
- Final URL
- https://example.com/
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.119 s Fetcher body transfer and selector construction; 0.119 s total
- Sampled process-tree PSS
- 36.1 MiB sampled peak; 4 samples
- Capture
- 713 bytes · Complete client-decompressed HTTP body
- Checked text
- 167 characters; minimum 100 · nonempty
- Required text groups
- example domain: missingdocumentation examples: matched documentation examples
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 200 explanatory text is present, but the required Example Domain heading is absent from checked body text. This is a strict content failure, not a claimed access block; no validator change.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- 7d3e61f8f627c8cc640c209ba0777db95f198a64e766f47484c321d5eb5e0962
Camoufox
- UTC start / end
- 2026-09-29T19:57:56.432355+00:00 / 2026-09-29T19:58:03.638220+00:00
- Original URL
- https://example.com/
- Final URL
- https://example.com/
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.232 s navigation; 2.329 s through DOM capture; 7.206 s total
- Sampled process-tree PSS
- 802.6 MiB sampled peak; 65 samples
- Capture
- 12,747 bytes · Complete serialized DOM
- Checked text
- 1,460 characters; minimum 100 · nonempty
- Required text groups
- example domain: missingdocumentation examples: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- HTTP 200 contains character-split DOM text. The unchanged parser inserts spaces between nodes, so strict required phrases fail, as in Patchright and Lightpanda. This is a validator sensitivity, not a claimed access block.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 2bada5fdd4fc441dbad75bf20dc7fa4b389d24af5e071cd6d5195a5c4f6373b1
Patchright
- UTC start / end
- 2026-09-29T19:41:39.879966+00:00 / 2026-09-29T19:41:42.775560+00:00
- Original URL
- https://example.com/
- Final URL
- https://example.com/
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.151 s navigation; 2.161 s through DOM capture; 2.895 s total
- Sampled process-tree PSS
- 553.7 MiB sampled peak; 25 samples
- Capture
- 12,747 bytes · Complete serialized DOM
- Checked text
- 1,460 characters; minimum 100 · nonempty
- Required text groups
- example domain: missingdocumentation examples: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Documentation-domain content is present but some words are split into separate text nodes. The unchanged checker inserts spaces and misses the exact required text, as in Lightpanda. Kept as a strict-check failure.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 2bada5fdd4fc441dbad75bf20dc7fa4b389d24af5e071cd6d5195a5c4f6373b1
Lightpanda
- UTC start / end
- 2026-09-29T19:27:28.158433+00:00 / 2026-09-29T19:27:30.662923+00:00
- Original URL
- https://example.com/
- Final URL
- https://example.com/
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.046 s navigation; 2.053 s through DOM capture; 2.504 s total
- Sampled process-tree PSS
- 171.9 MiB sampled peak; 26 samples
- Capture
- 12,747 bytes · Complete serialized DOM
- Checked text
- 1,460 characters; minimum 100 · nonempty
- Required text groups
- example domain: missingdocumentation examples: missing
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Documentation-domain text is present, but the DOM breaks some words into separate text nodes. The unchanged source-text checker inserts spaces, so the exact required text fails. Kept as a strict-check failure.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 2bada5fdd4fc441dbad75bf20dc7fa4b389d24af5e071cd6d5195a5c4f6373b1
wreq
- UTC start / end
- 2026-09-29T19:16:37.396784+00:00 / 2026-09-29T19:16:37.429164+00:00
- Original URL
- https://example.com/
- Final URL
- https://example.com/
- Redirect observation
- none
- Status / usable
- HTTP 200 · No, missing required content
- Latency basis
- 0.032 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 713 bytes · Original client-decompressed HTTP body
- Checked text
- 167 characters; minimum 100 · nonempty
- Required text groups
- example domain: missingdocumentation examples: matched documentation examples
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Documentation explanation present, but expected heading absent from body text. Target-content mismatch, not evidence of an anti-bot block.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 7d3e61f8f627c8cc640c209ba0777db95f198a64e766f47484c321d5eb5e0962
28. HTTPBingocontrolScrapling · HTTP 200usableCamoufox · HTTP 200usablePatchright · HTTP 200usableLightpanda · HTTP 200usablewreq · HTTP 200usable
Required: Moby-Dick HTML sample. https://httpbingo.org/html
Scrapling
- UTC start / end
- 2026-09-29T20:07:59.847921+00:00 / 2026-09-29T20:08:00.139778+00:00
- Original URL
- https://httpbingo.org/html
- Final URL
- https://httpbingo.org/html
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.291 s Fetcher body transfer and selector construction; 0.292 s total
- Sampled process-tree PSS
- 36.9 MiB sampled peak; 6 samples
- Capture
- 3,742 bytes · Complete client-decompressed HTTP body
- Checked text
- 3,594 characters; minimum 300 · nonempty
- Required text groups
- herman melville: matched herman melvillemoby-dick: matched moby-dick
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private source body inspected: target-specific groups and listing patterns are present, with no checked soft block. Source-text checks do not establish full extraction or interaction.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- e250a7975d53801ed8c35271780a15a1da36a8a5383327cb706dea252b340d48
Camoufox
- UTC start / end
- 2026-09-29T19:58:06.359653+00:00 / 2026-09-29T19:58:11.981221+00:00
- Original URL
- https://httpbingo.org/html
- Final URL
- https://httpbingo.org/html
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.508 s navigation; 2.516 s through DOM capture; 5.621 s total
- Sampled process-tree PSS
- 869.1 MiB sampled peak; 53 samples
- Capture
- 3,738 bytes · Complete serialized DOM
- Checked text
- 3,594 characters; minimum 300 · nonempty
- Required text groups
- herman melville: matched herman melvillemoby-dick: matched moby-dick
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 132cc77c9ba04c295faf21d5b13ed90b5d85c9630b194c06ba4d96fbc2421556
Patchright
- UTC start / end
- 2026-09-29T19:41:45.014973+00:00 / 2026-09-29T19:41:48.297374+00:00
- Original URL
- https://httpbingo.org/html
- Final URL
- https://httpbingo.org/html
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.501 s navigation; 2.510 s through DOM capture; 3.282 s total
- Sampled process-tree PSS
- 537.3 MiB sampled peak; 27 samples
- Capture
- 3,738 bytes · Complete serialized DOM
- Checked text
- 3,594 characters; minimum 300 · nonempty
- Required text groups
- herman melville: matched herman melvillemoby-dick: matched moby-dick
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Moby-Dick text meets the control checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- 132cc77c9ba04c295faf21d5b13ed90b5d85c9630b194c06ba4d96fbc2421556
Lightpanda
- UTC start / end
- 2026-09-29T19:27:32.878622+00:00 / 2026-09-29T19:27:35.536220+00:00
- Original URL
- https://httpbingo.org/html
- Final URL
- https://httpbingo.org/html
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.233 s navigation; 2.238 s through DOM capture; 2.657 s total
- Sampled process-tree PSS
- 169.5 MiB sampled peak; 27 samples
- Capture
- 3,738 bytes · Complete serialized DOM
- Checked text
- 3,594 characters; minimum 300 · nonempty
- Required text groups
- herman melville: matched herman melvillemoby-dick: matched moby-dick
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Moby-Dick text meets the control checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 132cc77c9ba04c295faf21d5b13ed90b5d85c9630b194c06ba4d96fbc2421556
wreq
- UTC start / end
- 2026-09-29T19:16:39.432392+00:00 / 2026-09-29T19:16:39.695831+00:00
- Original URL
- https://httpbingo.org/html
- Final URL
- https://httpbingo.org/html
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.263 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 3,742 bytes · Original client-decompressed HTTP body
- Checked text
- 3,594 characters; minimum 300 · nonempty
- Required text groups
- herman melville: matched herman melvillemoby-dick: matched moby-dick
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Saved HTML inspection confirmed required content and matching checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- e250a7975d53801ed8c35271780a15a1da36a8a5383327cb706dea252b340d48
29. Scrape This SitecontrolScrapling · HTTP 200usableCamoufox · HTTP 200usablePatchright · HTTP 200usableLightpanda · HTTP 200usablewreq · HTTP 200usable
Required: Country records including Andorra and population. https://www.scrapethissite.com/pages/simple/
Scrapling
- UTC start / end
- 2026-09-29T20:08:02.458672+00:00 / 2026-09-29T20:08:03.418040+00:00
- Original URL
- https://www.scrapethissite.com/pages/simple/
- Final URL
- https://www.scrapethissite.com/pages/simple/
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.959 s Fetcher body transfer and selector construction; 0.959 s total
- Sampled process-tree PSS
- 39.2 MiB sampled peak; 13 samples
- Capture
- 203,361 bytes · Complete client-decompressed HTTP body
- Checked text
- 18,132 characters; minimum 1000 · nonempty
- Required text groups
- countries of the world: matched countries of the worldandorra: matched andorrapopulation: matched population
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private source body inspected: target-specific groups and listing patterns are present, with no checked soft block. Source-text checks do not establish full extraction or interaction.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- 4c68c2a54000607a0fa51ea5a57a20bbe4324dee74c442559185a1da364bd87b
Camoufox
- UTC start / end
- 2026-09-29T19:58:14.784472+00:00 / 2026-09-29T19:58:27.117045+00:00
- Original URL
- https://www.scrapethissite.com/pages/simple/
- Final URL
- https://www.scrapethissite.com/pages/simple/
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 7.231 s navigation; 9.246 s through DOM capture; 12.332 s total
- Sampled process-tree PSS
- 933.9 MiB sampled peak; 100 samples
- Capture
- 203,498 bytes · Complete serialized DOM
- Checked text
- 18,132 characters; minimum 1000 · nonempty
- Required text groups
- countries of the world: matched countries of the worldandorra: matched andorrapopulation: matched population
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- e77419f3606ff5e9397d4de3b1722b33903ebb9e28e1eca6b981e160c34a0991
Patchright
- UTC start / end
- 2026-09-29T19:41:50.484644+00:00 / 2026-09-29T19:41:54.629357+00:00
- Original URL
- https://www.scrapethissite.com/pages/simple/
- Final URL
- https://www.scrapethissite.com/pages/simple/
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 1.279 s navigation; 3.304 s through DOM capture; 4.145 s total
- Sampled process-tree PSS
- 608.9 MiB sampled peak; 34 samples
- Capture
- 205,600 bytes · Complete serialized DOM
- Checked text
- 18,132 characters; minimum 1000 · nonempty
- Required text groups
- countries of the world: matched countries of the worldandorra: matched andorrapopulation: matched population
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Country names and country-listing content meet the control checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- d286526fe3382982ad2c3a39cbade8a939eb0bda5923ba21c1d4e225f0840255
Lightpanda
- UTC start / end
- 2026-09-29T19:27:37.698568+00:00 / 2026-09-29T19:27:41.580466+00:00
- Original URL
- https://www.scrapethissite.com/pages/simple/
- Final URL
- https://www.scrapethissite.com/pages/simple/
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 1.451 s navigation; 3.467 s through DOM capture; 3.882 s total
- Sampled process-tree PSS
- 210.9 MiB sampled peak; 39 samples
- Capture
- 205,582 bytes · Complete serialized DOM
- Checked text
- 18,132 characters; minimum 1000 · nonempty
- Required text groups
- countries of the world: matched countries of the worldandorra: matched andorrapopulation: matched population
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Country names and listing content meet the control checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- ee2362de6f22670bc87149848f5be558b9de84a523a7ead9588ddd92cfc363e2
wreq
- UTC start / end
- 2026-09-29T19:16:41.698773+00:00 / 2026-09-29T19:16:42.918809+00:00
- Original URL
- https://www.scrapethissite.com/pages/simple/
- Final URL
- https://www.scrapethissite.com/pages/simple/
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 1.220 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 203,361 bytes · Original client-decompressed HTTP body
- Checked text
- 18,132 characters; minimum 1000 · nonempty
- Required text groups
- countries of the world: matched countries of the worldandorra: matched andorrapopulation: matched population
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Saved HTML inspection confirmed required content and matching checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 4c68c2a54000607a0fa51ea5a57a20bbe4324dee74c442559185a1da364bd87b
30. IANAcontrolScrapling · HTTP 200usableCamoufox · HTTP 200usablePatchright · HTTP 200usableLightpanda · HTTP 200usablewreq · HTTP 200usable
Required: Reserved-domain reference and example domains. https://www.iana.org/domains/reserved
Scrapling
- UTC start / end
- 2026-09-29T20:08:05.825455+00:00 / 2026-09-29T20:08:05.906170+00:00
- Original URL
- https://www.iana.org/domains/reserved
- Final URL
- https://www.iana.org/domains/reserved
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.080 s Fetcher body transfer and selector construction; 0.081 s total
- Sampled process-tree PSS
- 37.0 MiB sampled peak; 4 samples
- Capture
- 10,499 bytes · Complete client-decompressed HTTP body
- Checked text
- 2,727 characters; minimum 500 · nonempty
- Required text groups
- iana-managed reserved domains: matched iana-managed reserved domainsexample.com: matched example.com
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private source body inspected: target-specific groups and listing patterns are present, with no checked soft block. Source-text checks do not establish full extraction or interaction.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- HTTP-only mode; no browser or screenshot
- Capture SHA-256
- 720e5cce9016212d2d28777356d2844fb0ca9e19a32636eb232f8653360dc450
Camoufox
- UTC start / end
- 2026-09-29T19:58:29.926619+00:00 / 2026-09-29T19:58:37.046282+00:00
- Original URL
- https://www.iana.org/domains/reserved
- Final URL
- https://www.iana.org/domains/reserved
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.567 s navigation; 2.575 s through DOM capture; 7.119 s total
- Sampled process-tree PSS
- 898.8 MiB sampled peak; 64 samples
- Capture
- 10,344 bytes · Complete serialized DOM
- Checked text
- 2,727 characters; minimum 500 · nonempty
- Required text groups
- iana-managed reserved domains: matched iana-managed reserved domainsexample.com: matched example.com
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- ebc9ecd0aeaa06137ccf61984a0eba4f14d354513efa3bd289ae83bfa1674585
Patchright
- UTC start / end
- 2026-09-29T19:41:56.910206+00:00 / 2026-09-29T19:42:00.053563+00:00
- Original URL
- https://www.iana.org/domains/reserved
- Final URL
- https://www.iana.org/domains/reserved
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.248 s navigation; 2.257 s through DOM capture; 3.143 s total
- Sampled process-tree PSS
- 569.6 MiB sampled peak; 26 samples
- Capture
- 10,344 bytes · Complete serialized DOM
- Checked text
- 2,727 characters; minimum 500 · nonempty
- Required text groups
- iana-managed reserved domains: matched iana-managed reserved domainsexample.com: matched example.com
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Reserved/example-domain guidance meets the required checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Private viewport PNG saved; hash in metadata
- Capture SHA-256
- ebc9ecd0aeaa06137ccf61984a0eba4f14d354513efa3bd289ae83bfa1674585
Lightpanda
- UTC start / end
- 2026-09-29T19:27:43.814450+00:00 / 2026-09-29T19:27:46.334387+00:00
- Original URL
- https://www.iana.org/domains/reserved
- Final URL
- https://www.iana.org/domains/reserved
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.092 s navigation; 2.100 s through DOM capture; 2.52 s total
- Sampled process-tree PSS
- 181.2 MiB sampled peak; 26 samples
- Capture
- 10,338 bytes · Complete serialized DOM
- Checked text
- 2,727 characters; minimum 500 · nonempty
- Required text groups
- iana-managed reserved domains: matched iana-managed reserved domainsexample.com: matched example.com
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Reserved/example domain guidance meets the required checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 6173175ebc1ca1c89191d3b64cbbe49b7b956af70afa81ab88fb0dea35d8e31c
wreq
- UTC start / end
- 2026-09-29T19:16:44.948906+00:00 / 2026-09-29T19:16:44.982758+00:00
- Original URL
- https://www.iana.org/domains/reserved
- Final URL
- https://www.iana.org/domains/reserved
- Redirect observation
- none
- Status / usable
- HTTP 200 · Yes, all preset checks met
- Latency basis
- 0.034 s HTTP body transfer
- Sampled process-tree PSS
- Not measured in this baseline
- Capture
- 10,499 bytes · Original client-decompressed HTTP body
- Checked text
- 2,727 characters; minimum 500 · nonempty
- Required text groups
- iana-managed reserved domains: matched iana-managed reserved domainsexample.com: matched example.com
- Listing patterns
- No additional regex check
- Soft-block / gate phrases
- No checked soft-block phrase / No checked gate phrase
- Private capture inspection
- Saved HTML inspection confirmed required content and matching checks.
- Errors
- No navigation, capture or process error
- Screenshot artifact
- Not part of this baseline
- Capture SHA-256
- 720e5cce9016212d2d28777356d2844fb0ca9e19a32636eb232f8653360dc450
Reproduce the single HTTP mode
Use the requirements file to pin all installed dependencies, including Scrapling 0.4.15 and curl_cffi 0.16.3. No browser installation or launch is used by this slice. The script refuses an existing output directory; a rerun sends 30 new GET attempts with ordinary redirects.
uv run --with-requirements public/evidence/scrapling-public-30-20260929/requirements.txt python \
public/evidence/scrapling-public-30-20260929/run.py \
--manifest runner/corpora/public-30-v1.json \
--output runner/data/scrapling-public-30-new-run- Executed command
- /tmp/scrapingevals-scrapling-public-30-20260929/bin/python public/evidence/scrapling-public-30-20260929/run.py --manifest runner/corpora/public-30-v1.json --output runner/data/scrapling-public-30-20260929
- Code SHA-256
- c68cf304a92e4519eb7174ba9dc86dd1597b7bce5b75422a961833f95cc81215
- Frozen manifest SHA-256
- 6ce519c4f7df3c32f5dfda379a8d3b280b7723bdeb48ddf64a1ae10ce6a7914c
Resolved the official Scrapling repository, asked one focused DeepWiki question, and checked official HTTP-mode documentation and v0.4.15 HTTP engine source, which matches the installed file byte for byte. Exact package versions and source hashes are in metadata. Implicit curl browser headers are not exposed by Scrapling’s explicit request_headers; no complete wire-header or network-resource trace is claimed. This pass does not test Scrapling’s browser fetchers, crawling or adaptive extraction.