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Moonshot: kimi-k2.7-code

kimi-k2.7-code
262.1K context235.9K outReasoningToolsParallel toolsVisionCacheStructured
Released Jun 12, 2026Updated Oct 29, 2026

MoonshotAI: Kimi K2.7 Code is a coding-focused model in Moonshot AI's Kimi K2 family, built to complete end-to-end programming tasks reliably over long contexts. It uses a native multimodal mixture-of-experts architecture that accepts text and image input, and it always operates in a thinking mode, preserving full reasoning content across multi-turn conversations. With a 256K-token context window, it targets long-horizon coding, agentic task decomposition, and multi-turn dialogue. The model activates 32B parameters out of roughly 1T total.

Mode chatTokenizer OtherQuantization fp4moonshotai/Kimi-K2.7-Code

Inputs used for the providers' own purposes

At least one provider of this model uses your inputs for its own purposes, for example to train AI models. Do not enter personal data of third parties or sensitive data. You can object to this use at any time in your account settings or via "Manage consents" in the chat.

Read the privacy policy

Pricing

Input price
$0.04/ 1M tokens96% off
Output price
$0.17/ 1M tokens96% off
Context window 262.1K tokensCompatible endpoints openaiVendor MoonshotProvider Routerah

Uptime

Performance

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Usage & Ranking

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Supported parameters

All providers = every upstream serving this model supports it. Some providers = depends on which upstream handles the request. Default = the value sent when you leave the parameter unset.

ParameterProvidersDefault
frequency_penaltyAll providersNot sent by default
include_reasoningAll providers-
logit_biasSome providers-
logprobsAll providers-
max_tokensAll providers-
min_pSome providers-
parallel_tool_callsSome providers-
presence_penaltyAll providersNot sent by default
reasoningAll providers-
repetition_penaltySome providersNot sent by default
response_formatAll providers-
seedAll providers-
stopAll providers-
structured_outputsAll providers-
temperatureAll providersNot sent by default
tool_choiceAll providers-
toolsAll providers-
top_kAll providersNot sent by default
top_logprobsAll providers-
top_pAll providersNot sent by default

Frequently asked questions

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