Cloudflare’s Auto Router Rates Each Request for Stakes, from the Most Recent Turns

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Posted on Mon Oct 26 2026 | 3:50 pm

Cloudflare has released Auto Router in public beta through AI Gateway, picking a model per request from a classifier that scores complexity, ambiguity, stakes and context dependence. Cloudflare’s own benchmark puts it ten points below Claude Opus 5.5 on success rate at a third of the cost, and practitioners have questioned how stakes survive a long agent session.

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