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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
-
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

glm-5.3-flash

TextImageText

Z.ai

Flash tier of GLM-5.3: native multimodal inputs, suited for efficient coding and long-horizon agents with stable long-context behavior in production.

Context
1M
Input / 1M tokens
¥0.792
Output / 1M tokens
¥2.808
Cache read / 1M
¥0.2304
Cache write / 1M
-
VisionCost EffectiveCodingMultimodal Understanding

glm-5-3-flash-260828

TextImageText

Z.ai

Flash tier of GLM-5.3: native multimodal inputs, suited for efficient coding and long-horizon agents with stable long-context behavior in production.

Context
1M
Input / 1M tokens
¥0.792
Output / 1M tokens
¥2.808
Cache read / 1M
¥0.2304
Cache write / 1M
-
VisionCost EffectiveCodingMultimodal Understanding
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