MiniMax M3.1 Flash: Agent evaluation ALE score ranks first among domestic models, overall cost is 30% of M3

MiniMax unveiled the official version of M3.1 Flash, whose Agents' Last Exam (ALE) score is 29.6%, ranking first among domestic models, with overall cost at 30% of the previous generation M3. It scores 73.7% on DeepSWE v1.1 and 82.2% on CyberGym, and ties for first globally with Claude Opus 5 on BankerToolBench at 76.2. Output reaches up to 200+ TPS, with input/output/cache read priced at 1 yuan, 4 yuan, and 0.1 yuan per million tokens respectively.