Jev is 193.6x faster on the System One workflow eval

Fluixo @fluixooOriginally posted 2026.09.22

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193.6× FASTER. That is TypeSafe’s reported result on its own System One workflow eval not a universal model ranking. The interesting part is why the gap exists. LLMs generate strings token by token. Jev gives up free-form text and returns bounded decisions in parallel. Less freedom. Less bullshit. A radically different cost curve. If the independent benchmarks hold, agent architecture is about to change.

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