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 completes large-scale text grading for $0.38
A user showcases JEV processing 6,030 buyer Q&As and checking 1,005 YC company names, yielding 37,636 verdicts and 9.1M tokens in 40 seconds for $0.38, far cheaper than Claude Sonnet's $36.
JEV is INSANE It read 6,030 ChatGPT answers to buyer questions about 1,005 YC companies and checked every company name in every answer. 37,636 verdicts. 9.1M tokens. 40 seconds. $0.38. Grading the same 6,030 answers with Claude Sonnet cost me $36 last month. 71% of these
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