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Moonshot unveils Kimi K3.1 Pro, a 3T-class open-weight model, with cyber data stripped from training

Moonshot's Kimi K3.1 Pro has a 1M-token context window, and the company says full weights arrive by Nov. 4. It lists 65.7% on Terminal-Bench 4.0 versus 66.4% for Claude Opus 5.5. Moonshot says it removed cyber-related data from training, and its internal xdev-bench-hard score fell to 81.0% from 90.5%. Benchmarks are Moonshot's own. License and pricing are not stated.

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