Questflow 金融基准：M3.1 Flash 严格通过率 94.9%，较 M3 升 21.1 点
Questflow 自建金融基准上，M3.1 Flash 严格通过率 94.9%（M3 为 73.8%），总排名从第 9 升到第 5，金融分析 94.0%、市场信号 95.3%，超过 Gemini 3.8 Flash、GLM 5.3 Flash、Grok 4.7，低于 Opus 5.5 的 97.7%。
MiniMax M3.1 Flash just made a massive leap in financial intelligence 🐰🚀 We tested @MiniMax_AI's latest model on the Questflow Finance Benchmark, evaluating how LLMs perform across real-world financial research, analysis, market screening, and trading-related workflows. The results: ♦️ 94.9% strict pass rate, up from 73.8% on M3 (+21.1 percentage points) ♦️ #5 overall, climbing from #9 ♦️ Financial Analysis: 94.0% ♦️ Market & Signal: 95.3% For context, Claude Opus 5.5 scored 97.7%, while M3.1 Flash outperformed Gemini 3.8 Flash, GLM 5.3 Flash, and Grok 4.7 in our benchmark. According to MiniMax, M3.1 Flash is also 3x faster at just 1/3 the cost of M3. Overall, this is a seriously impressive model upgrade. A stronger foundation model with better cost efficiency means your AI Finance Agent can strike a much better balance between capability and cost. And now, Minimax M3.1 Flash is free to use on Questflow!
这条是引用着另一条写的：x.com/questflow/status/2112457043214836101