独立评测：M3.1 Flash 实测速度远低于官方宣传，幻觉率偏高

Syed Khaliq Hussain @KhaliqHussainnn原推发布于 2026.10.29

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An AI model can rank near the top and still be painfully annoying to use. MiniMax says its M3.1 Flash is faster and cheaper than its predecessor. But one independent evaluation reported a much lower speed than the company's headline claim, and a high hallucination rate on its own test. Leaderboard position ≠ a model you'll enjoy using.