HomeKimi K3.1 Set for Next-Month Launch With Three Reasoning Tiers and Million-Token Capacity
Moonshot is preparing to release the Kimi K3.1 model next month, featuring three adjustable reasoning tiers: Low, High, and Max. Leaked internal API data from X user @MaxForAI confirms these details, revealing model identifiers like "k3d1-agent" alongside features such as Agent mode and various configuration options.
Configuration Details: Extended Context, Multi-Agent, and Swarm
Internal files suggest K3.1 will support extended context up to 1 million tokens, alongside Agent mode and Swarm multi-agent collaboration. It may also include task modes for search and batch processing, potentially strengthening its capabilities in context handling, agent coordination, and task management.
K3 Flagship Model: Parameters and Architecture Overview
The current flagship, Kimi K3, launched in July 2026, features 2.8 trillion parameters, native visual processing, and a 1 million token context window. Built on Kimi Delta Attention, Attention Residuals, and sparse MoE, it sets a high bar. K3.1's specific upgrades and its ability to maintain flagship status will be clear upon official release.
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Moonshot is preparing to release the Kimi K3.1 model next month, featuring three adjustable reasoning tiers: Low, High, and Max. Leaked internal API data from X user @MaxForAI confirms these details, revealing model identifiers like "k3d1-agent" alongside features such as Agent mode and various configuration options.
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Internal files suggest K3.1 will support extended context up to 1 million tokens, alongside Agent mode and Swarm multi-agent collaboration. It may also include task modes for search and batch processing, potentially strengthening its capabilities in context handling, agent coordination, and task management.
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The current flagship, Kimi K3, launched in July 2026, features 2.8 trillion parameters, native visual processing, and a 1 million token context window. Built on Kimi Delta Attention, Attention Residuals, and sparse MoE, it sets a high bar. K3.1's specific upgrades and its ability to maintain flagship status will be clear upon official release.
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