Jev beats Gemini 2.5 Flash Lite on classifier eval quality and speed
Malte Ubl ran TypeSafe AI's Jev against an existing classifier eval, where it saturated the eval on quality and was 6x faster than Gemini 2.5 Flash Lite.
Jev Benchmarked in Email Test
The author compared OpenAI's new Decisions API against Jev, Perplexity, and Clef on a 1,565-email benchmark. Perplexity v1.1 came out best overall, OpenAI was fastest, but confidence behavior remains the most interesting.
I put OpenAI’s new Decisions API through the same 1,565-email benchmark I’ve been running on Jev, Perplexity and Clef. 6 models from 4 companies now. Perplexity v1.1 came out best overall 🚀 OpenAI was the fastest⏱️ But the confidence behavior is still the most interesting
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Fast row classification in DuckDB with Jev
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Classifying 1,018 AI Papers with Jev for $0.08
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