Trace by Context.dev
Weekly web scraping API benchmark
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Compare web scraping APIs on a fresh sample every Friday. Explore page access, latency percentiles, document quality, cost per page, and failure reasons, with confidence intervals and page-level data.
PH · launched Nov 7, 2026 · 71 upvotes (top 2%) · 0 views
Niche: web scraping tools and apis · 160 launches, 11 in the last 7 days ▲ +120% · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- Developer
- Not AI
- Commercial product
- API
- Artificial Intelligence
- Data & Analytics
Visit website ↗ Source listing ↗
Could you build this?
Partial The benchmark dashboard and reporting are vibe-codeable, but credible results require running paid scraping APIs at scale every week and maintaining a sample dataset, which a dashboard alone cannot replicate.
What it would actually take: Build a scheduled harness (e.g., cron or serverless jobs) that sends a fixed weekly sample of URLs to each scraping vendor's API and records status, latency, output quality, cost, and failure reasons. Store page-level results in a database and compute percentiles and confidence intervals in a stats layer, with a front-end dashboard on top. The hard parts are the recurring vendor API budget, a sample that is representative and fair across providers, and statistical rigor that makes the results trustworthy.
Competitors
Other products that read as similar to this one : 184 launches clear the similarity bar, closest 8 shown.
Attention rank: #4 of 185 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 364 days after the earliest competitor.
- Trying to fix the web scraping industry's benchmark problem · hn · 2026-07-16 · 18 upvotes · similarity 0.58
- Scrape Anything by Context.dev · ph · 2026-10-12 · 98 upvotes · similarity 0.52
- google-maps-scraping-apis · github · 2026-10-08 · 30 upvotes · similarity 0.47
- Scraperize · ph · 2026-10-28 · 2 upvotes · similarity 0.43
- Web & API Load Testing Tool · ph · 2026-10-15 · 1 upvotes · similarity 0.42
- proxy-benchmark · ph · 2026-09-18 · 1 upvotes · similarity 0.42
- Crawio · ph · 2026-09-30 · 1 upvotes · similarity 0.42
- PageSieve, a web scraping browser extension · hn · 2026-08-16 · 17 upvotes · similarity 0.42
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.