Levanto Labs launches Sage2: extract + decide models process live chats in ~200ms

AccBalanced · x · 2026-11-03

Levanto Labs unveiled Sage2, a new primitive for real-time conversation automation built on two models: an Extract stage that turns each incoming message into structured fields in 150ms with exact source spans (claimed 166x cheaper than Opus 5.5, beating Cloudflare's Clairic), and Decide, billed as the first decision model with streaming input, which scores options as text arrives and returns typed answers with probabilities in 200ms end-to-end. Unlike Jev-style fixed Q&A, it never re-reads the full transcript, enabling fully reactive automation on live chats where details emerge gradually. 20M free tokens for developers; also available via nearai and agent payment rails.

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