MiniMax M3.1 Flash tops p0's search efficiency leaderboard at ~3x lower cost
VoidAsuka · x · 2026-10-21
MiniMax M3.1 Flash is now #1 on p0's search capabilities leaderboard for efficiency: with Parallel Search it delivers web research performance similar to DeepSeek V4.1 Flash (1017) at roughly 3x lower cost — a useful data point for developers building their own harness and paying their own token bills.
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