Recently, the domestic model MiniMax 2.7, which has gained significant attention due to the popular plugin OpenClaw (commonly known as "crayfish"), officially announced its open-source progress. The official revealed on the Huggingface community that the open-source version of the model is expected to be released this weekend, aiming to further reduce developers' token costs.

Key Highlights: Dual Evolution in Software Engineering and Professional Office Work

MiniMax 2.7 has consistently ranked high in the call volume list since its release on March 18, thanks to its fast iteration capabilities. Its core competitiveness mainly lies in the following aspects:

  • Software Engineering "Near-Expert": It scored 56.22% in the SWE-Pro benchmark test, approaching the level of top models like Opus. It performs well in analyzing bugs, code security, and end-to-end project delivery (VIBE-Pro 55.6%).

  • Deep Office Adaptation: It achieved an ELO score of 1495 in GDPval-AA, ranking among the leading open-source models. The model significantly enhances complex editing capabilities for Excel, PPT, and Word, with a complex skill adherence rate of up to 97% in long-text scenarios.

  • Emotional Intelligence and Identity Maintenance: In addition to productivity scenarios, MiniMax 2.7 has excellent identity consistency, leaving ample creative space for interactive entertainment and role-playing applications.

Industry Background: Breaking Barriers and Supporting Third-Party Ecosystems

Previously, regarding Anthropic's restrictions on third-party access to OpenClaw, MiniMax clearly expressed its stance:

  • Cross-Platform Design: The Token plan of MiniMax was designed from the underlying architecture to support use across third-party platforms.

  • Rejecting Barriers: The official believes that excessive restrictions will stifle innovation. After opening source, MiniMax 2.7 will allow developers to deploy it flexibly across different platforms, greatly increasing the model's usability.

Developer Benefits: Skipping the Adaptation Phase, Directly Tackling Cost Issues

The official honestly stated that due to underestimating the workload required for infrastructure adaptation during open-sourcing, the progress was slightly delayed.

  • Cheaper Tokens: With the release of the open-source version, more platforms will be able to run MiniMax 2.7, indicating that "crayfish" players will enjoy more cost-effective token fees.

  • Performance Comparison: In the MMClaw evaluation, MiniMax 2.7 has already approached the latest Sonnet 4.6, showing strong replacement potential.

Conclusion: The "Inclusive Moment" of Domestic Large Models

From 2.5 to 2.7, MiniMax completed a deep iteration in about one and a half months. With the official release of the open-source version this weekend, this model, which combines high emotional intelligence and strong engineering capabilities, may become the new favorite for global developers to reduce costs and increase efficiency.