minimax-m3.1IMAGE
质疑 M3.1 Flash「agent 成本降 70%」：算上失败重试才见真章
作者认为低价不等于省钱，把失败和重试计入账单后，真正该比的是每个成功任务的成本，而非标价。
CodeToCashAI ⚡️ AI & Systems
@CodetocashAi6 天前收录原推发布于 2026.10.21
CodeToCashAI ⚡️ AI & Systems @CodetocashAi原推发布于 2026.10.21
MiniMax M3.1 Flash claims 70% lower agent costs. Sounds huge — until failures and retries enter the bill. GPT-6.1 Sol. Claude Opus 5.5. Gemini 4 Argon. DeepSeek V4.1 Flash. The winner isn’t the cheapest model. It’s the system with the lowest cost per successful task.
x.com/codetocashai/status/2112851581334860204采集于 2026.10.22 12:08