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Moonshot: kimi-k2.6

kimi-k2.6
262.1K context235.9K outReasoningToolsParallel toolsVisionCacheStructured
Released Apr 20, 2026Knowledge cutoff Dec 2025Updated Oct 29, 2026

Kimi K2.6 is Moonshot AI's next-generation multimodal model, designed for long-horizon coding, coding-driven UI/UX generation, and multi-agent orchestration. It handles complex end-to-end coding tasks across Python, Rust, and Go, and can convert prompts and visual inputs into production-ready interfaces. Its agent swarm architecture scales to hundreds of parallel sub-agents for autonomous task decomposition - delivering documents, websites, and spreadsheets in a single run without human oversight.

Mode chatTokenizer OtherQuantization int4Deprecation Apr 2027moonshotai/Kimi-K2.6

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-
logprobsSome providers-
max_tokensAll providers-
min_pSome providers-
parallel_tool_callsSome providers-
presence_penaltyAll providersNot sent by default
reasoningAll providers-
repetition_penaltyAll 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_logprobsSome providers-
top_pAll providersNot sent by default

Frequently asked questions

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