Firecrawl's FantasyBench: agents hit 80.5% on 272 fantasy football questions, beating web search by 8.8 points

devdigest · x · 2026-10-27

Alongside its $75M Series B announcement, Firecrawl released FantasyBench: 272 real fantasy football questions about the 2026 NFL season, graded against nflverse stats and projections from 7 sites.

Key findings: built-in web search feeds agents wrong numbers, and a few points can flip a start/sit call. Firecrawl's Alexandria setup answers 80.5% of all questions fully correct, 8.8 points ahead of native web search and 9.2 ahead of Flaim. Value accuracy reaches 98.8% (vs 92.6% Flaim, 85.0% web search) with the fastest median response at 47s. Setups are close on past-game stats; the gap comes from weekly projections and injury reports.

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