Core Insights - The M2.5 model from MiniMax has been officially launched, showcasing advanced capabilities in full-stack development and Vibe Coding, rivaling Claude Opus 4.6 in performance [1][2] - M2.5 is designed for the intelligent agent ecosystem, enabling seamless integration with frameworks like OpenClaw, allowing natural language commands to be converted into executable code [1][5] Performance Metrics - M2.5 achieved an impressive score of 80.2% on the SWE-Bench Verified leaderboard and ranked first in the Multi-SWE-Bench for multi-language tasks [2] - The model operates with 10 billion activation parameters, making it the smallest flagship model in its tier, yet it boasts a throughput of 100 TPS, double that of mainstream flagship models [9][30] Full-Stack Capabilities - M2.5 can generate complete, functional code for both front-end and back-end applications, including database design, allowing for comprehensive project delivery [4][5] - The model's "native Spec behavior" enables it to deconstruct functional structures and UI designs before coding, enhancing its logical capabilities [5][6] Automation and Efficiency - M2.5 employs a Process Reward mechanism to monitor task completion quality, particularly effective in handling long-chain tasks [5][9] - The model can automate complex tasks, such as generating structured financial reports from raw data, demonstrating its proficiency in data handling and analysis [7][18] Industry Impact - The introduction of M2.5 signals a significant advancement in AI applications, with rapid iterations in code capabilities over the past 100 days [28] - M2.5's cost-effectiveness, at just $1 per hour for continuous operation, addresses previous concerns regarding the expense and speed of AI solutions [30][33] - The model has already taken over 30% of real business operations within MiniMax, indicating its potential to enhance productivity and reduce the need for constant developer oversight [33]
1美金时薪雇个全栈替身，MiniMax M2.5让打工人也能体验当老板的感觉
3 6 Ke·2026-02-13 03:13