JevBench：追踪各家开源 Jev 复刻的速度与准确率
社区在快速复刻 TypeSafe 的 Jev，JevBench 用来横向对比各复刻版的速度、准确率和智能水平，想自托管可参考。
The open-source community has been actively attempting to replicate TypeSafe AI's "Jev" at record speed, so much so that JevBench was created to track the speed, accuracy, intelligence , etc of each one. if you guys liked Jev , but want to run open source. I suggest you check JevBench. What is Jev? "Jev models function as fast decision engines that instantly output precise probabilities and structured choices like routing or scoring instead of generating text word-by-word. By bypassing open-ended text generation, they operate up to 200 times faster and over 100 times cheaper than normal LLM. While they cannot replace a genAI model's reasoning or content creation, they replace the frequent, high-volume workflow steps like data triage, tool selection, and automated verification checks." https://benchmarkheaven.com/jev-models