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k3

TextImageText

Moonshot

Multimodal reasoning model for complex coding, knowledge work, and long-running agent tasks. Works across large codebases, calls tools, and debugs by leveraging images, logs, and test outputs to continuously improve results.

Context
1M
Input / 1M tokens
¥21.6
Output / 1M tokens
¥108
Cache read / 1M
¥2.16
Cache write / 1M
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CodingReasoningVisionFrontier

k3-256k

TextImageText

Moonshot

Multimodal reasoning model for complex coding, knowledge work, and long-running agent tasks. Works across large codebases, calls tools, and debugs by leveraging images, logs, and test outputs to continuously improve results.

Context
262K
Input / 1M tokens
¥21.6
Output / 1M tokens
¥108
Cache read / 1M
¥2.16
Cache write / 1M
-
CodingReasoningVisionChain of Thought
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