Vendor × Web Extraction · Verified
Tavily — Web Extraction
How Tavily performs on the arlen/bench web extraction leaderboard, the verified WCXB run (n=150).
Answer firstweb_extraction-2026-q2
Tavily ranks #3 of 4 on the web extraction leaderboard with fidelity 0.62. Cost per verified-correct is not yet priced (—).
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Metrics
| Metric | Tavily | vs field |
|---|---|---|
| fidelity 0-1 | 0.6295% CI 0.58–0.656 | higher better |
| phrase recall | 0.54 | higher better |
| boilerplate excl. | 0.68 | higher better |
| cost/correct $ | — | lower better |
| coverage % | 98.7 | higher better |
Full leaderboard: Web Extraction · snapshot JSON: /bench/api/web_extraction-2026-q2.json
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Strengths & Weaknesses
Strongest: article (0.69), service (0.67). Weakest: product (0.51), listing (0.48).
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Sample Rows
| Type | Page | fidelity |
|---|---|---|
| listing | All Latest News | 0.23 |
| article | Tips for Online Success | 0.45 |
| documentation | Using the Fetch API | 0.53 |
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Vendor Right of Reply
Tavily 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.