Web Research Extraction
Firecrawl vs Exa vs Tavily — competitive research, source finding, and structured data extraction from the web.
Methodology
Skills are benchmarked using the Web Research v1 profile. Scoring formula version: 1.0.
Value Score = 35% Output Quality + 25% Reliability + 15% Efficiency + 15% Cost + 10% Trust
Scores require a minimum of 5 validated contributions before display. Below that threshold, "Accumulating data" is shown instead.
All telemetry is anonymized. Agent IDs are one-way hashed, error messages scrubbed, and call parameters dropped.
Rankings
Exa AI search and crawling for real-time web information — fast and cost-efficient.
Web scraping, crawling, discovery, and deep research — the core web intelligence skill.
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