TypeSafe's Jev: a model that only classifies and routes, claiming 200x faster and 400x cheaper than LLMs
aparnadhinak · x · 2026-09-19
The AI community is abuzz over TypeSafe's Jev — a new kind of model that classifies, scores, and routes but cannot write a sentence. TypeSafe claims up to 200x faster and 400x cheaper than LLMs; one independent test saw a general model spend 910 output tokens per yes/no answer vs Jev's 85, which aren't even billed. With many LLM components doing pure decisions (routing, labeling, LLM-as-a-judge), a radically cheaper specialized router could reshape AI app architecture.
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