minimax-m3.1VIDEO

实测 M3.1 Flash 重做锦鲤池：自我纠错更强、agent 成本降约 70%

作者用 M3.1 Flash 重做此前 Space Bunny 版本的锦鲤池场景，发现它更能发现并纠正错误、跑偏后能自行拉回，价格为 $0.15/$0.60 每百万 token，agent 任务总成本比 M3 低约 70%。

zhod

@zhodonx6 天前收录原推发布于 2026.10.22

zhod @zhodonx原推发布于 2026.10.22

Tried recreating the koi pond from my last Space Bunny post with M3.1 Flash. And ngl, it surprised me. M3.1 Flash feels way more composed, and few things clearly stood out: ⟢ It caught mistakes way better instead of just building on top of them. ⟢ It’s much better at correcting itself and getting back on track after a drift. Token efficiency is ridiculous too. It’s $0.15/$0.60 per 1M tokens, and overall cost on agentic tasks is around 70% less than M3. What do you guys think so far?

这条是引用着另一条写的：x.com/zhodonx/status/2103423061680624126

x.com/zhodonx/status/2113272926476677201采集于 2026.10.23 12:09