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中文(ZH) MiniMax M3 实测：第一流的模型，已经对执行层动手了

MiniMax M3 launches with advanced coding, agent, and multimodal features

By PulseAugur Editorial · [1 sources] ·

MiniMax has released its latest flagship model, M3, which significantly enhances coding and agent capabilities. The model is designed for complex, long-duration tasks, demonstrating proficiency in understanding, planning, and executing multi-step operations, as evidenced by its ability to autonomously replicate a research paper and optimize CUDA kernels. M3 also excels in multimodal tasks, accurately recreating a website from screenshots and inferring design elements, while offering a more cost-effective API compared to competitors like Claude Opus and GPT-5.5. AI

IMPACT Sets a new benchmark for agentic workflows and multimodal understanding, potentially accelerating enterprise adoption of complex AI tasks.

RANK_REASON New flagship model release from a frontier AI lab (MiniMax). [lever_c_demoted from frontier_release: ic=1 ai=1.0]

Read on 雷峰网 (Leiphone) →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

MiniMax M3 launches with advanced coding, agent, and multimodal features

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Signal score
0 / 100
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Newsworthiness bucket
Significant
New flagship model release from a frontier AI lab (MiniMax). [lever_c_demoted from frontier_release: ic=1 ai=1.0]
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Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
model release, product
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AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
61 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. 雷峰网 (Leiphone) TIER_1 中文(ZH) ·

    MiniMax M3 Hands-on Test: A Top-Tier Model Has Already Touched the Execution Layer

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