Kimi K3.1 以 3.1 Pro 名义发布，基准成绩领先当前开源权重模型
Kimi K3.1 is announced as 3.1 Pro. The benchmark scores look to be clearly the strongest current open weight model, if the weights are released as they claim by
Kimi K3.1 以 3.1 Pro 的名义发布，Nathan Lambert 认为其基准分数明显是当前最强的开源权重模型，前提是权重按官方所称在 11 月 4 日前放出。Kimi 团队明确谈到网络风险，并试图把控开源权重网络能力的前沿、使其相对闭源前沿保持克制。K3.1 每 token 价格低于 K3，但博客中部分基准显示它每次回答消耗的 token 明显更多，实际价格可能相近。
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Kimi K3.1 is announced as 3.1 Pro. The benchmark scores look to be clearly the strongest current open weight model, if the weights are released as they claim by November 4th. They are very impressive scores.
The Kimi team makes very clear statements about cyber risks and trying to pace the frontier of open-weight cyber capabilities and moderate it with respect to the closed frontier.
Much to be learned in how the model stands up the vibe tests, but in the last few years the Moonshot team has rarely missed with the kimi models. K3.1 is also cheaper than K3 per token, but some benchmarks in the blog show it uses meaningfully more tokens per answer, so it may be about the same price.
This, with all the cyber news, and rumors of a bigger GLM model coming soon, sets us up for an exciting rest of the year! The pro name makes me think Kimi will be moving to release flash model soon too, similar to DeepSeek and GLM.