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The model line advanced rapidly through K2-series releases and reached Kimi K3 in July 2026, a 2.8-trillion-parameter natively multimodal model with a one-million-token context window aimed at long-horizon coding, reasoning and knowledge work.", "technical_description": "Structured current-state record for the Kimi product layer. Current Kimi surfaces combine Moonshot’s large-model family with coding, file, work and agentic workflows. Kimi K3 uses a sparse MoE design with Kimi Delta Attention and Attention Residuals, native vision and long context; the assistant’s exact model and feature availability depend on plan and surface.", "capabilities": [ "Long-context conversational reasoning", "Coding and long-horizon engineering tasks", "Native multimodal/vision understanding through current Kimi models", "File, spreadsheet and slide-oriented work in supported Kimi products", "Agentic task execution and sub-agent workflows", "Kimi Code developer workflows", "API access to supported Kimi models" ], "limitations": [ "Model and effort-level availability varies by Kimi plan and surface.", "Large-context and agentic tasks can consume substantial compute/usage quotas.", "Open model weights and hosted product behavior are not identical deployment contexts.", "Outputs require validation for high-stakes work." ], "timeline": [ { "date": "2023", "title": "Initial public launch", "description": "Kimi entered the documented public record in 2023. 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