minimax-m3.1IMAGE

AnkaLoop test: MiniMax M3.1 Flash calls 40 tools to probe the environment, DeepSeek V4.1 Flash is more direct

Tested via Telegram in AnkaLoop, MiniMax M3.1 Flash made 40 tool calls actively exploring the environment, while DeepSeek V4.1 Flash 1017 was simpler and more direct, with reasoning screenshots.

Jintao Zhang 张晋涛

@aiandcloudArchived 7 days agoOriginally posted 2026.10.21

AnkaLoop test: MiniMax M3.1 Flash calls 40 tools to probe the environment, DeepSeek V4.1 Flash is more direct (image 1 of 3)

AnkaLoop test: MiniMax M3.1 Flash calls 40 tools to probe the environment, DeepSeek V4.1 Flash is more direct (image 2 of 3)

AnkaLoop test: MiniMax M3.1 Flash calls 40 tools to probe the environment, DeepSeek V4.1 Flash is more direct (image 3 of 3)

Jintao Zhang 张晋涛 @aiandcloudOriginally posted 2026.10.21

Open original on X

我上午的回复其实是说这个来着，这个是AnkaLoop里面，用 Telegram 进行交互使用的。最后那张图就是 M3.1 Flash 的思考过程和它最后的答复了。它调用了 40 次工具，在主动探索环境到底是什么，是不是有啥背景信息啊之类的。另外一张图就是 DeepSeek v4.1 Flash 1017，就比较简单直接了

This post quotes another post: x.com/aiandcloud/status/2112743343700562199

x.com/aiandcloud/status/2112810063857639518Archived 2026.10.22 12:08