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Moonshot AI model product

Kimi K2.6

6 is an open-source native multimodal agentic model from Moonshot AI for coding, long-horizon execution, and coordinated agent tasks.

Updated Oct 23, 2026. Default version: Kimi K2.6

LLMBoard Score73.1Kimi K2.6
Coverage100%28 benchmark families
Context window262.1KTokens
Official input price$0.95Moonshot AI API

On this page

  • Capability
  • Benchmarks
  • Arena
  • Pricing
  • Runtime
  • Specification
  • Versions
  • Similar models
  • About
  • FAQ

Kimi K2.6 Capability Profile

This profile uses the model's current scored version. Arena ratings and prices are shown separately.

Kimi K2.6 LLMBoard score breakdown

Kimi K2.6 Benchmark Results

Benchmark scores for Kimi K2.6.

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Benchmark
Score
Rank
Participants
Percentile
Evidence
Evaluated
BenchmarkClaw-EvalScore80.90%Rank01Participants14Percentile100.00%EvidenceCEvaluatedOct 22, 2026
BenchmarkOJBenchScore60.60%Rank01Participants9Percentile100.00%EvidenceCEvaluatedOct 22, 2026
BenchmarkV*Score96.90%Rank01Participants7Percentile100.00%EvidenceCEvaluatedOct 22, 2026
BenchmarkMCP-MarkScore55.90%Rank04Participants9Percentile62.50%EvidenceCEvaluatedOct 22, 2026
BenchmarkWideSearchScore80.80%Rank04Participants15Percentile78.57%EvidenceCEvaluatedOct 22, 2026
BenchmarkAIME 2026Score96.40%Rank05Participants27Percentile84.62%EvidenceCEvaluatedOct 22, 2026
BenchmarkHMMT Feb 26Score92.70%Rank05Participants13Percentile66.67%EvidenceCEvaluatedOct 22, 2026
BenchmarkLiveCodeBench v6Score89.60%Rank06Participants67Percentile92.42%EvidenceCEvaluatedOct 22, 2026
BenchmarkMathVisionScore93.20%Rank06Participants38Percentile86.49%EvidenceCEvaluatedOct 22, 2026
BenchmarkIMO-AnswerBenchScore86.00%Rank07Participants22Percentile71.43%EvidenceCEvaluatedOct 22, 2026
BenchmarkSciCodeScore52.20%Rank07Participants31Percentile80.00%EvidenceCEvaluatedOct 22, 2026
BenchmarkDeepSearchQAScore83.00%Rank08Participants13Percentile41.67%EvidenceCEvaluatedOct 22, 2026
BenchmarkAPEX-AgentsScore27.90%Rank09Participants11Percentile20.00%EvidenceCEvaluatedOct 22, 2026
BenchmarkBrowseCompScore86.30%Rank09Participants70Percentile88.41%EvidenceCEvaluatedOct 22, 2026
BenchmarkBabyVisionScore68.50%Rank10Participants16Percentile40.00%EvidenceCEvaluatedOct 22, 2026
BenchmarkCharXiv-RScore86.70%Rank13Participants60Percentile79.66%EvidenceCEvaluatedOct 22, 2026
BenchmarkFinance Agent v2Score44.87%Rank14Participants29Percentile53.57%EvidenceBEvaluatedOct 22, 2026
BenchmarkSWE-bench MultilingualScore76.70%Rank14Participants50Percentile73.47%EvidenceCEvaluatedOct 22, 2026
BenchmarkAA IFBenchScore75.99%Rank14Participants168Percentile92.22%EvidenceBEvaluatedN/A
BenchmarkFrontierSWEScore27.00%Rank15Participants17Percentile12.50%EvidenceBEvaluatedOct 22, 2026
BenchmarkMMMU-ProScore80.10%Rank15Participants73Percentile80.56%EvidenceCEvaluatedOct 22, 2026
BenchmarkSWE-Bench VerifiedScore80.20%Rank15Participants120Percentile88.24%EvidenceCEvaluatedOct 22, 2026
BenchmarkTerminal-Bench 2.0Score66.70%Rank15Participants53Percentile73.08%EvidenceCEvaluatedOct 22, 2026
BenchmarkOSWorld-VerifiedScore73.10%Rank18Participants28Percentile37.04%EvidenceCEvaluatedOct 22, 2026
BenchmarkAA LCR v1.1Score81.00%Rank21Participants193Percentile89.58%EvidenceBEvaluatedN/A
BenchmarkToolathlonScore50.00%Rank22Participants42Percentile48.78%EvidenceCEvaluatedOct 22, 2026
BenchmarkLM Arena DocumentScore1,450.74 ratingRank22Participants38Percentile43.24%EvidenceAEvaluatedSep 13, 2026
BenchmarkGPQAScore90.50%Rank25Participants256Percentile90.59%EvidenceCEvaluatedOct 22, 2026
BenchmarkLiveBenchScore72.17%Rank25Participants38Percentile35.14%EvidenceBEvaluatedOct 22, 2026
BenchmarkLM Arena VisionScore1,282.11 ratingRank26Participants113Percentile77.68%EvidenceAEvaluatedOct 19, 2026

Kimi K2.6 Arena Results

Preference and agent-evaluation results for the default version.

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Arena
Category
Rank
Rating / score
Votes
Observations
Result date
Arenatext factualityCategoryjapaneseRank16Rating / score1,441.43Votes392ObservationsN/AResult dateOct 20, 2026
ArenavisionCategorychineseRank20Rating / score1,345.98Votes1,027ObservationsN/AResult dateOct 19, 2026
Arenatext factualityCategoryindustry mathematicalRank21Rating / score1,475.46Votes1,827ObservationsN/AResult dateOct 20, 2026
Arenavision style controlCategorychineseRank21Rating / score1,325.68Votes1,027ObservationsN/AResult dateOct 19, 2026
ArenadocumentCategoryoverallRank22Rating / score1,450.74Votes11,291ObservationsN/AResult dateSep 13, 2026
Arenatext factualityCategoryfrenchRank22Rating / score1,490.02Votes1,280ObservationsN/AResult dateOct 20, 2026
ArenavisionCategoryhumorRank23Rating / score1,279.95Votes590ObservationsN/AResult dateOct 19, 2026
Arenatext factualityCategorychineseRank24Rating / score1,517.56Votes1,938ObservationsN/AResult dateOct 20, 2026
ArenavisionCategoryhomeworkRank24Rating / score1,309.73Votes2,263ObservationsN/AResult dateOct 19, 2026
ArenatextCategorychineseRank25Rating / score1,520.42Votes2,322ObservationsN/AResult dateOct 20, 2026
ArenavisionCategorycreative writing visionRank25Rating / score1,273.20Votes916ObservationsN/AResult dateOct 19, 2026
ArenavisionCategoryenglishRank25Rating / score1,286.86Votes6,756ObservationsN/AResult dateOct 19, 2026
Arenatext factualityCategorymathRank26Rating / score1,472.24Votes1,779ObservationsN/AResult dateOct 20, 2026
ArenavisionCategorydiagramRank26Rating / score1,298.10Votes4,304ObservationsN/AResult dateOct 19, 2026
ArenavisionCategoryocrRank26Rating / score1,291.09Votes11,758ObservationsN/AResult dateOct 19, 2026
ArenavisionCategoryoverallRank26Rating / score1,282.11Votes16,368ObservationsN/AResult dateOct 19, 2026
Arenavision style controlCategoryhomeworkRank26Rating / score1,302.30Votes2,263ObservationsN/AResult dateOct 19, 2026
Arenadocument style controlCategoryoverallRank27Rating / score1,449.80Votes11,291ObservationsN/AResult dateSep 13, 2026
ArenatextCategoryexpertRank27Rating / score1,490.67Votes3,848ObservationsN/AResult dateOct 20, 2026
Arenavision style controlCategoryhumorRank27Rating / score1,260.56Votes590ObservationsN/AResult dateOct 19, 2026
ArenawebdevCategoryimage to webdevRank27Rating / score1,520.86Votes3,591ObservationsN/AResult dateOct 19, 2026
ArenatextCategoryjapaneseRank28Rating / score1,442.78Votes500ObservationsN/AResult dateOct 20, 2026
Arenatext style controlCategorychineseRank28Rating / score1,516.40Votes2,322ObservationsN/AResult dateOct 20, 2026
ArenatextCategoryspanishRank29Rating / score1,463.74Votes1,371ObservationsN/AResult dateOct 20, 2026
Arenatext factualityCategoryexpertRank29Rating / score1,499.45Votes3,218ObservationsN/AResult dateOct 20, 2026
ArenatextCategorykoreanRank30Rating / score1,427.29Votes734ObservationsN/AResult dateOct 20, 2026
Arenatext factualityCategoryspanishRank30Rating / score1,455.83Votes1,126ObservationsN/AResult dateOct 20, 2026
Arenatext style controlCategoryexpertRank30Rating / score1,502.44Votes3,848ObservationsN/AResult dateOct 20, 2026
Arenavision style controlCategoryenglishRank30Rating / score1,267.35Votes6,756ObservationsN/AResult dateOct 19, 2026
ArenatextCategorycodingRank31Rating / score1,488.68Votes11,093ObservationsN/AResult dateOct 20, 2026

Kimi K2.6 Pricing

Official vendor API pricing appears first, followed by individual provider offers.

Official API
$0.95 input, $4 output per 1M
Official provider
Moonshot AI
Lowest third-party
From $0.275 input, $1.1 output per 1M via routing.run
Tracked offerings
66
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Provider
Provider model ID
Region
Input / 1M
Output / 1M
Context
Updated
ProviderNvidiaProvider model IDmoonshotai/kimi-k2.6RegionglobalInput / 1MN/AOutput / 1MN/AContext262.1KUpdatedOct 23, 2026
ProviderAlibaba Token PlanProvider model IDkimi-k2.6RegionglobalInput / 1MN/AOutput / 1MN/AContext262.1KUpdatedOct 23, 2026
ProviderSCNet Token PlanProvider model IDKimi-K2.6RegionglobalInput / 1MN/AOutput / 1MN/AContext262.1KUpdatedOct 23, 2026
ProviderAlibaba Token Plan (China)Provider model IDkimi-k2.6RegionglobalInput / 1MN/AOutput / 1MN/AContext262.1KUpdatedOct 23, 2026
Providerrouting.runProvider model IDkimi-k2.6RegionglobalInput / 1M$0.275Output / 1M$1.1Context200KUpdatedOct 23, 2026
ProviderNanoGPTProvider model IDmoonshotai/kimi-k2.6RegionglobalInput / 1M$0.4494Output / 1M$1.89Context262.1KUpdatedOct 23, 2026
ProviderCortecsProvider model IDkimi-k2.6RegionglobalInput / 1M$0.475Output / 1M$2.97Context256KUpdatedOct 23, 2026
ProviderInceptronProvider model IDmoonshotai/Kimi-K2.6RegionglobalInput / 1M$0.5621Output / 1M$3.2Context262.1KUpdatedOct 23, 2026
ProviderKenariProvider model IDkimi-k2-6RegionglobalInput / 1M$0.5714Output / 1M$2.86Context262.1KUpdatedOct 23, 2026
ProviderDevPass (LLM Gateway)Provider model IDkimi-k2.6RegionglobalInput / 1M$0.60Output / 1M$3.05Context262.1KUpdatedOct 23, 2026
ProviderOpenRouterProvider model IDmoonshotai/kimi-k2.6RegionglobalInput / 1M$0.65Output / 1M$3.41Context262.1KUpdatedOct 23, 2026
ProviderKilo GatewayProvider model IDmoonshotai/kimi-k2.6RegionglobalInput / 1M$0.65Output / 1M$3.41Context262.1KUpdatedOct 23, 2026
ProviderCoreWeaveProvider model IDmoonshotai/Kimi-K2.6RegionglobalInput / 1M$0.65Output / 1M$3.41Context262.1KUpdatedOct 23, 2026
ProviderCrusoeProvider model IDmoonshotai/Kimi-K2.6RegionglobalInput / 1M$0.70Output / 1M$3.5Context262.1KUpdatedOct 23, 2026
ProviderLilacProvider model IDmoonshotai/kimi-k2.6RegionglobalInput / 1M$0.70Output / 1M$3.5Context262.1KUpdatedOct 23, 2026
ProviderInfomaniakProvider model IDmoonshotai/Kimi-K2.6RegionglobalInput / 1M$0.74Output / 1M$3.72Context256KUpdatedOct 23, 2026
ProviderDeep InfraProvider model IDmoonshotai/Kimi-K2.6RegionglobalInput / 1M$0.75Output / 1M$3.5Context262.1KUpdatedOct 23, 2026
ProviderFastRouterProvider model IDmoonshotai/kimi-k2.6RegionglobalInput / 1M$0.75Output / 1M$3.5Context262.1KUpdatedOct 23, 2026
ProviderVenice AIProvider model IDkimi-k2-6RegionglobalInput / 1M$0.75Output / 1M$3.5Context256KUpdatedOct 23, 2026
ProviderGreenPTProvider model IDkimi-k2.6RegionglobalInput / 1M$0.7524Output / 1M$4.28Context262.1KUpdatedOct 23, 2026
ProviderSiliconFlowProvider model IDmoonshotai/Kimi-K2.6RegionglobalInput / 1M$0.77Output / 1M$3.4Context262KUpdatedOct 23, 2026
ProviderMeliousProvider model IDkimi-k2.6RegionglobalInput / 1M$0.7851Output / 1M$3.36Context256KUpdatedOct 23, 2026
ProviderNovita AIProvider model IDmoonshotai/kimi-k2.6RegionglobalInput / 1M$0.80Output / 1M$3.4Context262.1KUpdatedOct 23, 2026
ProviderNEAR AI CloudProvider model IDmoonshotai/kimi-k2.6RegionglobalInput / 1M$0.81Output / 1M$3.85Context262.1KUpdatedOct 23, 2026
ProviderGMI CloudProvider model IDmoonshotai/Kimi-K2.6RegionglobalInput / 1M$0.855Output / 1M$3.6Context65.5KUpdatedOct 23, 2026
ProviderEmpirioLabs AIProvider model IDkimi-k2-6RegionglobalInput / 1M$0.8939Output / 1M$3.71Context256KUpdatedOct 23, 2026
ProviderEBCloudProvider model IDKimi-K2.6RegionglobalInput / 1M$0.9286Output / 1M$3.86Context262.1KUpdatedOct 23, 2026
ProviderAlibaba (China)Provider model IDkimi-k2.6RegionglobalInput / 1M$0.929Output / 1M$3.86Context262.1KUpdatedOct 23, 2026
ProviderCloudflare Workers AIProvider model ID@cf/moonshotai/kimi-k2.6RegionglobalInput / 1M$0.95Output / 1M$4Context262.1KUpdatedOct 23, 2026
ProviderTokenGoProvider model IDmoonshotai/kimi-k2.6RegionglobalInput / 1M$0.95Output / 1M$4Context262.1KUpdatedOct 23, 2026

Kimi K2.6 Runtime Performance

Provider-specific output speed and catalog latency for Kimi K2.6. Runtime does not affect the capability score.

No runtime data

No provider-specific speed or latency record is linked to the default version yet.

Output Speed is generated output tokens received per second. Catalog latency is reported separately from observed provider TTFT.

Kimi K2.6 Specifications

Technical details for the model's default version.

Version
Kimi K2.6
Released
Apr 20, 2026
Knowledge cutoff
Unknown
Parameters
1T
Context window
262.1K
Max output
262.1K
Inputs
image, text, video
Outputs
text
Open weights
Yes
License
Modified MIT License

Kimi K2.6 Versions

Available versions of this model. The score column identifies the version used in the overall ranking.

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Version
Released
LLMBoard
Parameters
Context
Max output
Open weights
License
VersionKimi K2.6ReleasedApr 20, 2026LLMBoard73.14Parameters1TContext262.1KMax output262.1KOpen weightsYesLicenseModified MIT License

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Details

What is Kimi K2.6?

Key information about Kimi K2.6 and its available data.

6 is a large language model that accepts text, image, and video input and supports thinking and non-thinking modes with a 256K context. It can coordinate up to 300 sub-agents across 4,000 steps and supports background agents for scheduling, code execution, and cross-platform operations.

Data as of 2026-10-22.

FAQ

Common questions about Kimi K2.6.

When was Kimi K2.6 released?

Kimi K2.6's default version was released on Apr 20, 2026.

How much does Kimi K2.6 cost?

Kimi K2.6's official API price is $0.95 per million input tokens and $4 per million output tokens via Moonshot AI. The lowest tracked third-party offer starts at $0.275 input and $1.1 output via routing.run.

Who created Kimi K2.6?

Kimi K2.6 was created by Moonshot AI.

What is the context window for Kimi K2.6?

The default version has a 262.1K token context window.

Is Kimi K2.6 open weight?

Yes. The default version is marked as open weight under Modified MIT License.

How many API providers offer Kimi K2.6?

66 provider offerings are linked to the default version.

Official prices use only the vendor's configured official Provider and positive standard USD PAYG rates. Third-party offers remain explicitly labeled.

Browse runtime rankings