MiniMax announces the release of its new generation large model, M2.7

MaticHoleFiller · 2026-03-22T10:55:39+00:00

MiniMax released the new generation Agent flagship large model M2.7, which can handle 30%-50% of workload in some R&D scenarios and improve performance by approximately 30%. The model demonstrates excellent performance across multiple tests, supporting complex system comprehension and Office document processing. M2.7 is now available globally.

MaticHoleFiller

2026-03-22 10:55:39

Abstract generation in progress

Sina Tech News, March 18th — MiniMax has released the new generation flagship large model, Agent M2.7. The model has built an Agent Harness system, allowing it to deeply participate in its own training and optimization processes. In some R&D scenarios, it can handle 30%-50% of the workload and has achieved approximately a 30% improvement on internal evaluation sets.

In terms of core capabilities, M2.7 scored 56.22% on SWE-bench Pro, approaching top international levels. It also performed well in real-world engineering tests such as VIBE-Pro and Terminal Bench 2, supporting end-to-end project delivery and complex system understanding. In office scenarios, its ELO score on GDPval-AA is 1495, the highest among open-source models, significantly enhancing document processing and multi-turn editing capabilities.

Currently, M2.7 has been launched globally on MiniMax Agent and the open platform. (Wen Meng)

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