Moonshot AI model product
6 is an open-source native multimodal agentic model from Moonshot AI for coding, long-horizon execution, and coordinated agent tasks.
Updated Sep 8, 2026. Default version: Kimi K2.6
This profile uses the model's current scored version. Arena ratings and prices are shown separately.
Benchmark scores for Kimi K2.6.
Benchmark | Score | Rank | Participants | Percentile | Evidence | Evaluated |
|---|
| BenchmarkClaw-Eval | Score80.90% | Rank01 | Participants14 | Percentile100.00% | EvidenceC | Evaluated |
| BenchmarkOJBench | Score60.60% | Rank01 | Participants9 | Percentile100.00% | EvidenceC | Evaluated |
| BenchmarkV* | Score96.90% | Rank01 | Participants7 | Percentile100.00% | EvidenceC | Evaluated |
| BenchmarkAIME 2026 | Score96.40% | Rank03 | Participants22 | Percentile90.48% | EvidenceC | Evaluated |
| BenchmarkWideSearch | Score80.80% | Rank03 | Participants11 | Percentile80.00% | EvidenceC | Evaluated |
| BenchmarkMCP-Mark | Score55.90% | Rank04 | Participants8 | Percentile57.14% | EvidenceC | Evaluated |
| BenchmarkHMMT Feb 26 | Score92.70% | Rank05 | Participants12 | Percentile63.64% | EvidenceC | Evaluated |
| BenchmarkSciCode | Score52.20% | Rank05 | Participants24 | Percentile82.61% | EvidenceC | Evaluated |
| BenchmarkBabyVision | Score68.50% | Rank06 | Participants11 | Percentile50.00% | EvidenceC | Evaluated |
| BenchmarkLiveCodeBench v6 | Score89.60% | Rank06 | Participants62 | Percentile91.80% | EvidenceC | Evaluated |
| BenchmarkMathVision | Score93.20% | Rank06 | Participants35 | Percentile85.29% | EvidenceC | Evaluated |
| BenchmarkAPEX-Agents | Score27.90% | Rank07 | Participants9 | Percentile25.00% | EvidenceC | Evaluated |
| BenchmarkDeepSearchQA | Score83.00% | Rank07 | Participants10 | Percentile33.33% | EvidenceC | Evaluated |
| BenchmarkIMO-AnswerBench | Score86.00% | Rank07 | Participants20 | Percentile68.42% | EvidenceC | Evaluated |
| BenchmarkBrowseComp | Score86.30% | Rank08 | Participants63 | Percentile88.71% | EvidenceC | Evaluated |
| BenchmarkLM Arena Agent Steerability | Score7.73% | Rank08 | Participants49 | Percentile85.42% | EvidenceA | Evaluated |
| BenchmarkSWE-bench Multilingual | Score76.70% | Rank10 | Participants43 | Percentile78.57% | EvidenceC | Evaluated |
| BenchmarkFinance Agent v2 | Score44.87% | Rank11 | Participants26 | Percentile60.00% | EvidenceB | Evaluated |
| BenchmarkLM Arena Agent Tool Hallucination | Score0.78% | Rank11 | Participants49 | Percentile79.17% | EvidenceA | Evaluated |
| BenchmarkCharXiv-R | Score86.70% | Rank13 | Participants55 | Percentile77.78% | EvidenceC | Evaluated |
| BenchmarkSWE-Bench Verified | Score80.20% | Rank13 | Participants113 | Percentile89.29% | EvidenceC | Evaluated |
| BenchmarkFrontierSWE | Score27.00% | Rank14 | Participants16 | Percentile13.33% | EvidenceB | Evaluated |
| BenchmarkMMMU-Pro | Score80.10% | Rank14 | Participants69 | Percentile80.88% | EvidenceC | Evaluated |
| BenchmarkOSWorld-Verified | Score73.10% | Rank15 | Participants24 | Percentile39.13% | EvidenceC | Evaluated |
| BenchmarkTerminal-Bench 2.0 | Score66.70% | Rank15 | Participants51 | Percentile72.00% | EvidenceC | Evaluated |
| BenchmarkLM Arena Document | Score1,450.90 rating | Rank17 | Participants33 | Percentile50.00% | EvidenceA | Evaluated |
| BenchmarkLM Arena Agent Praise Complaint | Score5.02% | Rank19 | Participants49 | Percentile62.50% | EvidenceA | Evaluated |
| BenchmarkLM Arena Document Style Control | Score1,449.51 rating | Rank21 | Participants33 | Percentile37.50% | EvidenceA | Evaluated |
| BenchmarkLM Arena Vision | Score1,280.71 rating | Rank21 | Participants107 | Percentile81.13% | EvidenceA | Evaluated |
| BenchmarkSWE-Bench Pro | Score58.60% | Rank22 | Participants55 | Percentile61.11% | EvidenceC | Evaluated |
Preference and agent-evaluation results for the default version.
Arena | Category | Rank | Rating / score | Votes | Observations | Result date |
|---|
| Arenaagent steerability | Categoryoverall | Rank08 | Rating / score0.08 | VotesN/A | Observations5.8K | Result date |
| Arenaagent tool hallucination | Categoryoverall | Rank11 | Rating / score0.01 | VotesN/A | Observations304.3K | Result date |
| Arenatext factuality | Categoryjapanese | Rank11 | Rating / score1,441.75 | Votes355 | ObservationsN/A | Result date |
| Arenatext | Categorychinese | Rank12 | Rating / score1,528.70 | Votes1,893 | ObservationsN/A | Result date |
| Arenatext factuality | Categorychinese | Rank13 | Rating / score1,522.11 | Votes1,655 | ObservationsN/A | Result date |
| Arenavision | Categorychinese | Rank14 | Rating / score1,347.86 | Votes872 | ObservationsN/A | Result date |
| Arenavision style control | Categorychinese | Rank14 | Rating / score1,328.41 | Votes872 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryindustry mathematical | Rank16 | Rating / score1,475.11 | Votes1,737 | ObservationsN/A | Result date |
| Arenatext factuality | Categorymath | Rank16 | Rating / score1,472.85 | Votes1,682 | ObservationsN/A | Result date |
| Arenatext style control | Categorychinese | Rank16 | Rating / score1,526.03 | Votes1,893 | ObservationsN/A | Result date |
| Arenawebdev | Categoryimage to webdev | Rank16 | Rating / score1,520.95 | Votes3,356 | ObservationsN/A | Result date |
| Arenadocument | Categoryoverall | Rank17 | Rating / score1,450.90 | Votes11,181 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryfrench | Rank18 | Rating / score1,488.05 | Votes1,222 | ObservationsN/A | Result date |
| Arenaagent praise complaint | Categoryoverall | Rank19 | Rating / score0.05 | VotesN/A | Observations1.8K | Result date |
| Arenatext factuality | Categoryspanish | Rank19 | Rating / score1,454.54 | Votes1,080 | ObservationsN/A | Result date |
| Arenavision | Categoryhomework | Rank19 | Rating / score1,310.13 | Votes2,147 | ObservationsN/A | Result date |
| Arenavision style control | Categoryhomework | Rank19 | Rating / score1,302.22 | Votes2,147 | ObservationsN/A | Result date |
| Arenatext | Categoryjapanese | Rank20 | Rating / score1,443.45 | Votes468 | ObservationsN/A | Result date |
| Arenatext | Categorykorean | Rank20 | Rating / score1,427.11 | Votes714 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryexpert | Rank20 | Rating / score1,499.49 | Votes2,940 | ObservationsN/A | Result date |
| Arenavision | Categoryenglish | Rank20 | Rating / score1,285.87 | Votes6,404 | ObservationsN/A | Result date |
| Arenadocument style control | Categoryoverall | Rank21 | Rating / score1,449.51 | Votes11,181 | ObservationsN/A | Result date |
| Arenatext style control | Categorymath | Rank21 | Rating / score1,478.40 | Votes1,936 | ObservationsN/A | Result date |
| Arenavision | Categoryocr | Rank21 | Rating / score1,290.49 | Votes11,037 | ObservationsN/A | Result date |
| Arenavision | Categoryoverall | Rank21 | Rating / score1,280.71 | Votes15,378 | ObservationsN/A | Result date |
| Arenavision | Categorydiagram | Rank22 | Rating / score1,298.19 | Votes4,034 | ObservationsN/A | Result date |
| Arenavision | Categoryhumor | Rank22 | Rating / score1,277.62 | Votes539 | ObservationsN/A | Result date |
| Arenatext | Categorymath | Rank23 | Rating / score1,473.25 | Votes1,936 | ObservationsN/A | Result date |
| Arenatext | Categoryspanish | Rank23 | Rating / score1,462.62 | Votes1,321 | ObservationsN/A | Result date |
| Arenavision | Categorycreative writing vision | Rank23 | Rating / score1,266.61 | Votes844 | ObservationsN/A | Result date |
Official vendor API pricing appears first, followed by individual provider offers.
Provider | Provider model ID | Region | Input / 1M | Output / 1M | Context | Updated |
|---|
| ProviderNvidia | Provider model IDmoonshotai/kimi-k2.6 | Regionglobal | Input / 1MN/A | Output / 1MN/A | Context262.1K | Updated |
| ProviderAlibaba Token Plan | Provider model IDkimi-k2.6 | Regionglobal | Input / 1MN/A | Output / 1MN/A | Context262.1K | Updated |
| ProviderKenari | Provider model IDkimi-k2-6 | Regionglobal | Input / 1MN/A | Output / 1MN/A | Context262.1K | Updated |
| ProviderSCNet Token Plan | Provider model IDKimi-K2.6 | Regionglobal | Input / 1MN/A | Output / 1MN/A | Context262.1K | Updated |
| ProviderAlibaba Token Plan (China) | Provider model IDkimi-k2.6 | Regionglobal | Input / 1MN/A | Output / 1MN/A | Context262.1K | Updated |
| ProviderDevPass (LLM Gateway) | Provider model IDkimi-k2.6 | Regionglobal | Input / 1M$0.22 | Output / 1M$1.14 | Context262.1K | Updated |
| Providerrouting.run | Provider model IDkimi-k2.6 | Regionglobal | Input / 1M$0.275 | Output / 1M$1.1 | Context200K | Updated |
| ProviderVultr | Provider model IDmoonshotai/Kimi-K2.6 | Regionglobal | Input / 1M$0.30 | Output / 1M$1.2 | Context262.1K | Updated |
| ProviderNanoGPT | Provider model IDmoonshotai/kimi-k2.6 | Regionglobal | Input / 1M$0.50 | Output / 1M$2.6 | Context256K | Updated |
| ProviderCrofAI | Provider model IDkimi-k2.6 | Regionglobal | Input / 1M$0.50 | Output / 1M$1.99 | Context262.1K | Updated |
| ProviderInceptron | Provider model IDmoonshotai/Kimi-K2.6 | Regionglobal | Input / 1M$0.53 | Output / 1M$3.39 | Context262.1K | Updated |
| ProviderWeights & Biases | Provider model IDmoonshotai/Kimi-K2.6 | Regionglobal | Input / 1M$0.65 | Output / 1M$3.41 | Context262.1K | Updated |
| ProviderCrusoe | Provider model IDmoonshotai/Kimi-K2.6 | Regionglobal | Input / 1M$0.70 | Output / 1M$3.5 | Context262.1K | Updated |
| ProviderLilac | Provider model IDmoonshotai/kimi-k2.6 | Regionglobal | Input / 1M$0.70 | Output / 1M$3.5 | Context262.1K | Updated |
| ProviderInfomaniak | Provider model IDmoonshotai/Kimi-K2.6 | Regionglobal | Input / 1M$0.74 | Output / 1M$3.72 | Context256K | Updated |
| ProviderDeep Infra | Provider model IDmoonshotai/Kimi-K2.6 | Regionglobal | Input / 1M$0.75 | Output / 1M$3.5 | Context262.1K | Updated |
| ProviderFastRouter | Provider model IDmoonshotai/kimi-k2.6 | Regionglobal | Input / 1M$0.75 | Output / 1M$3.5 | Context262.1K | Updated |
| ProviderVenice AI | Provider model IDkimi-k2-6 | Regionglobal | Input / 1M$0.75 | Output / 1M$3.5 | Context256K | Updated |
| ProviderGreenPT | Provider model IDkimi-k2.6 | Regionglobal | Input / 1M$0.7524 | Output / 1M$4.28 | Context262.1K | Updated |
| ProviderSiliconFlow | Provider model IDmoonshotai/Kimi-K2.6 | Regionglobal | Input / 1M$0.77 | Output / 1M$4 | Context262K | Updated |
| ProviderCortecs | Provider model IDkimi-k2.6 | Regionglobal | Input / 1M$0.773 | Output / 1M$3.38 | Context262.1K | Updated |
| ProviderNovitaAI | Provider model IDmoonshotai/kimi-k2.6 | Regionglobal | Input / 1M$0.80 | Output / 1M$3.4 | Context262.1K | Updated |
| ProviderKilo Gateway | Provider model IDmoonshotai/kimi-k2.6 | Regionglobal | Input / 1M$0.80 | Output / 1M$3.4 | Context262.1K | Updated |
| ProviderGMI Cloud | Provider model IDmoonshotai/Kimi-K2.6 | Regionglobal | Input / 1M$0.855 | Output / 1M$3.6 | Context65.5K | Updated |
| ProviderEmpirioLabs AI | Provider model IDkimi-k2-6 | Regionglobal | Input / 1M$0.8939 | Output / 1M$3.71 | Context256K | Updated |
| ProviderEBCloud | Provider model IDKimi-K2.6 | Regionglobal | Input / 1M$0.9286 | Output / 1M$3.86 | Context262.1K | Updated |
| ProviderAlibaba (China) | Provider model IDkimi-k2.6 | Regionglobal | Input / 1M$0.929 | Output / 1M$3.86 | Context262.1K | Updated |
| ProviderCloudflare Workers AI | Provider model ID@cf/moonshotai/kimi-k2.6 | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderTokenGo | Provider model IDmoonshotai/kimi-k2.6 | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderOrcaRouter | Provider model IDkimi/kimi-k2.6 | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
Provider-specific output speed and catalog latency for Kimi K2.6. Runtime does not affect the capability score.
Provider | Output Speed | Catalog Latency | Max Input | Max Output | Updated |
|---|
| ProviderMoonshot AI | Output Speed1.24 tok/s | Catalog LatencyN/A | Max Input262.1K | Max Output262.1K | Updated |
Output Speed is generated output tokens received per second. Catalog latency is reported separately from observed provider TTFT.
Technical details for the model's default version.
Available versions of this model. The score column identifies the version used in the overall ranking.
Version | Released | LLMBoard | Parameters | Context | Max output | Open weights | License |
|---|
| VersionKimi K2.6 | Released | LLMBoard73.54 | Parameters1T | Context262.1K | Max output262.1K | Open weightsYes | LicenseModified MIT License |
Recommendations prioritize the same model type and family, then the closest LLMBoard score.
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 2026-09-08.
Common questions about Kimi K2.6.
Kimi K2.6's default version was released on Apr 20, 2026.
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 $0.22 input and $1.14 output via DevPass (LLM Gateway).
Kimi K2.6 was created by Moonshot AI.
The default version has a 262.1K token context window.
Yes. The default version is marked as open weight under Modified MIT License.
65 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.