Vendor × Web Extraction · Verified
Firecrawl — Web Extraction
How Firecrawl performs on the arlen/bench web extraction leaderboard, the verified WCXB run (n=150).
Answer firstweb_extraction-2026-q2
Firecrawl ranks #2 of 4 on the web extraction leaderboard with fidelity 0.66. Cost per verified-correct is $0.0294.
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Metrics
| Metric | Firecrawl | vs field |
|---|---|---|
| fidelity 0-1 | 0.6695% CI 0.625–0.697 | higher better |
| phrase recall | 0.58 | higher better |
| boilerplate excl. | 0.64 | higher better |
| cost/correct $ | $0.0294 | lower better |
| coverage % | 97.3 | higher better |
Full leaderboard: Web Extraction · snapshot JSON: /bench/api/web_extraction-2026-q2.json
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Strengths & Weaknesses
Strongest: article (0.74), forum (0.67). Weakest: listing (0.59), product (0.59).
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Sample Rows
| Type | Page | fidelity |
|---|---|---|
| listing | All Latest News | 0.15 |
| product | Men's Wool Runner | 0.3 |
| forum | Struggling with getting Stronger and what my body is doing | 0.35 |
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Vendor Right of Reply
Firecrawl has not yet been sent its rows for pre-publication review (notifications pending). Right of reply is standing; any response will be published verbatim here and linked from the leaderboard row. No commercial relationship; vendors cannot pay for placement.