M3.1 Flash 一次跑完 1184 条书签整理，7 分钟内完成

leopardracer @leopardracer原推发布于 2026.10.22

在 X 上打开原推

I had 1,184 X bookmarks I saved and never opened again. MiniMax M3.1 Flash sorted them into a searchable library in one run M3.1 Flash is the official release of Space Bunny, the stealth model that held #1 on OpenRouter for 10 days straight and #1 on OpenCode for 12 exported my bookmarks, opened MiniMax Code, set thinking to max and gave it one prompt with one rule: delete nothing > read every bookmark and thread before touching a file > grouped everything into 23 topic pages > summed up 312 saved threads in 2 lines each, source link kept > flagged 41 dead links and 57 duplicates and kept all of them in a report done in under 7 minutes, median output speed is 170+ tok/s so the log never sits there waiting 73.7% on DeepSWE v1.1, close to the top coding models $0.15 per million input tokens, $0.60 output, and agent tasks cost 70% less than on the previous MiniMax model diffed the export against the original after -> 0 files changed > best part: I can finally search the stuff I bookmarked

这条是引用着另一条写的：x.com/minimax_ai/status/2112150867868541221