Mar 17, 2026
MiniMax M2.7 Evaluated!
We evaluated MiniMax-M2.7 across our benchmarks.
- It placed #12 (60.14%) on the Vals Index, comparable to both GLM 5 and Claude Sonnet 4.5 (Thinking).
- On the Vals Index, MiniMax-M2.7 marks a significant jump over both MiniMax-M2.5 and MiniMax-M2.1, a rapid rate of improvement over the last three months.
- MiniMax-M2.7 had a strong performance on coding benchmarks, ranking #10 on SWE-bench Verified beating out Gemini 3 Pro (11/25) and #12 on Terminal-Bench 2.0, beating out its predecessor MiniMax-M2.5.
- Performance was weak on our Formal Math benchmark scoring just 3% on Proof Bench ranking at #23.
- On legal and finance tasks, results were mixed - it scored #19 on our Finance Agent v1.1 and #24 on our Corp Fin benchmark.
The model was tested with temperature=1 and top_p=0.95, via the Anthropic-compatible MiniMax API endpoint.
Congratulations to MiniMax on the release!