發布日期2026/07
推論速度45 tokens/s
首字延遲時間2.57s
輸入價格$3/1M
輸出價格$15/1M
排名表現
評測分析
Kimi K3 is a solid choice for users needing strong reasoning and reliable coding. It is best suited for knowledge workers, developers, and analysts whose work prioritizes logic and code quality over large-scale automation.
強項
- Advanced logical reasoning — ranks #2 on leaderboards, excelling at complex problems that require deep analysis
- Solid coding capabilities — top-3 rank, with broad language support and strong problem-solving skills
- Natural and coherent conversation — ranks #3 overall, well-suited for diverse workflow support
弱項
- Weaker agentic/autonomous capabilities — ranked #7, with limitations in automation or multi-step orchestration
- Unclear context length limits — may not be optimized for long-document processing or large codebases
適用情境
Complex data analysis and solving logic problems requiring deep reasoningWriting and reviewing code, plus interactive development supportGeneral Q&A, information retrieval, and explaining technical concepts
指南與影片
Visit kimi.com, log in or use for free, and select Kimi K3 as your primary model. Optimized for code writing, long-document processing (1M-token context), and complex reasoning. Tip: set reasoning_effort to high for difficult problems, and avoid spamming requests due to GPU constraints.