Post · Benchmarks & research
Decisive judgment agents that don’t chat
Jev against Laya.
Open x.com ↗上次说的 Jev：
不会陪聊，只负责拍板。
这几天又冒出个 Laya。
活差不多，路子不一样。
一起想成：
流水线上专门判题的人，
不写长文，只答「过不过 / 归哪类」。
Jev = 外面请来的裁判
开箱就能用，按量付钱，
选项多、材料长时更稳。
适合懒得自己搭、先要结果的人。
Laya = 自己厨房里养的裁判
The decision Jev makes
Benchmark questions with known answers, to check accuracy and confidence.
Where it fits
Head-to-head tests, calibration studies and independent research into how well Jev decides, how fast, and at what cost. All 682 benchmarks & research projects →
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