Kimi K3 在 DeepSWE 基准测试中排名第三，与 Claude Fable 和 GPT-5.6 Sol 并列，成为首个达到此成绩的开源权重模型。其得分从 K2.7-code 的 31 分跃升至 69 分，提升 38 分。DeepSWE 测试智能体在真实代码库中完成多文件修改的能力，是衡量端到端软件工程能力的强信号。
Now Kimi K3 ranks #3 on DeepSWE, head to head with Claude Fable & GPT-5.6 Sol.
But its about the size of the jump. Kimi moved from 31 points with K2.7-code to 69 points with K3, a 38-point gain.
DeepSWE tests whether a coding agent can take a short real-world request, explore an unfamiliar open-source codebase, make substantial changes across multiple files, and deliver working code that passes held-out tests.
the tasks are original, long-running, and graded in clean isolated environments. A strong signal of genuine end-to-end software engineering ability rather than simple code generation or memorized fixes.
Kimi K3 debuts at #3 on DeepSWE. It's the first open-weights model that delivers frontier-level performance, achieving results similar to Claude Fable and GPT-5.6 Sol.在 X 查看被引用的帖子
来源：Rohan Paul · x.com