deepseek-v4.1IMAGE
ValsAI:V4.1 Flash 1017 比 Ramp 高 3.5 分、成本约三分之二
ValsAI 分析称没有路由模型落在成本-准确率前沿上;DeepSeek V4.1 Flash 1017 比最接近的 Ramp 高 3.5 分,成本约为其三分之二,MiMo V2.6 Pro 则以不到一半成本追平。
Vals AI
@ValsAI10 天前收录原推发布于 2026.10.21

Vals AI @ValsAI原推发布于 2026.10.21
No router sits on the cost–accuracy frontier. Ramp comes closest (57.8% at $0.96, ~¼ the cost of GPT-6.1 Sol and within 2.5 points of it on 6 of 8 benchmarks), but DeepSeek V4.1 Flash 1017 scores 3.5 points higher for about two thirds of the cost, and MiMo V2.6 Pro matches it for under half.
x.com/valsai/status/2112624424608555241采集于 2026.10.21 12:08