minimax-m3.1THREAD
效率榜：Parallel Search 下 M3.1 Flash 成本不到第二名一半
截图展示效率排名：在 Parallel Search（fast）模式下，MiniMax M3.1 Flash 以不到第二名一半的成本给出高质量答案。
Parallel Web Systems
@p07 天前收录原推发布于 2026.10.20
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Efficiency is a measure of how cost-effectively a model achieves a good answer relative to all other models on the list. With Parallel Search (fast), MiniMax M3.1 Flash delivers high-quality answers at less than half the cost of the second-best model.
MiniMax M3.1 Flash is now #1 on our search capabilities leaderboard for efficiency. It delivers web research performance with Parallel Search similar to DeepSeek V4.1 Flash (1017) at ~3x lower cost.
这条是引用着另一条写的：x.com/minimax_ai/status/2112150867868541221
Parallel Web Systems @p0原推发布于 2026.10.20
x.com/p0/status/2112544141468954747采集于 2026.10.21 12:04