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Kimi K3.1 Pro launches with 2.8T-parameter MoE

11/06/2026 — 11/06, 01:19·1 sources (all)·1 reports (all)

Key takeaways

  • Moonshot AI released Kimi K3.1 Pro, a MoE model with 2.8T total parameters and 104B activated per token. It offers a native 1M-token context…

Background & analysis

On 2026-11-06, Moonshot AI publicly released the Kimi K3.1 Pro. The new model uses a MoE architecture with 2.8T total parameters and 104B activated per token, and extends the native context window to 1M tokens. Pricing is set at $2 per 1M input tokens and $10 per 1M output tokens, with KV cache hits priced at $0.20. All of the above currently comes from a single syndicated report that cites PromptX.blog as the original source and points readers to the full analysis on that site, so the figures await confirmation through official channels. No further developments have been reported.

AI-generated from 1 reports · updated 3 hours ago

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  1. Moonshot AI has publicly released Kimi K3.1 Pro, a mixture-of-experts model with 2.8T total parameters and 104B active per token, alongside a native 1M-token context window. Pricing is set at $2 per million input tokens and $10 per million output tokens, with cached KV hits at $0.20.

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