Moonshot AI model product
6 is Moonshot AI's open-source, native multimodal agentic model focused on state-of-the-art coding, long-horizon execution, and agent swarm capabilities.
Updated Aug 12, 2026. Default version: Kimi K2.6
Technical details for the model's default version.
This profile uses the model's current scored version. Arena ratings and prices are shown separately.
Benchmark scores for Kimi K2.6.
| Claw-Eval | 80.9% | 01 | 13 | 100.0% | C | |
| OJBench | 60.6% | 01 | 9 | 100.0% | C | |
| V* | 96.9% | 01 | 7 | 100.0% | C | |
| WideSearch | 80.8% | 01 | 9 | 100.0% | C | |
| AIME 2026 | 96.4% | 02 | 18 | 94.1% | C | |
| LiveCodeBench v6 | 89.6% | 02 | 53 | 98.1% | C | |
| MathVision | 93.2% | 03 | 32 | 93.5% | C | |
| MCP-Mark | 55.9% | 04 | 8 | 57.1% | C | |
| APEX-Agents | 27.9% | 05 | 7 | 33.3% | C | |
| BabyVision | 68.5% | 05 | 9 | 50.0% | C | |
| HMMT Feb 26 | 92.7% | 05 | 11 | 60.0% | C | |
| SciCode | 52.2% | 05 | 19 | 77.8% | C | |
| DeepSearchQA | 83.0% | 06 | 9 | 37.5% | C | |
| SWE-bench Multilingual | 76.7% | 06 | 34 | 84.8% | C | |
| BrowseComp | 86.3% | 07 | 58 | 89.5% | C | |
| IMO-AnswerBench | 86.0% | 07 | 19 | 66.7% | C | |
| CharXiv-R | 86.7% | 08 | 48 | 85.1% | C | |
| Finance Agent v2 | 44.9% | 11 | 26 | 60.0% | B | |
| SWE-Bench Verified | 80.2% | 12 | 105 | 89.4% | C | |
| FrontierSWE | 27.0% | 13 | 15 | 14.3% | B | |
| MMMU-Pro | 80.1% | 14 | 66 | 80.0% | C | |
| OSWorld-Verified | 73.1% | 14 | 23 | 40.9% | C | |
| Toolathlon | 50.0% | 14 | 31 | 56.7% | C | |
| Terminal-Bench 2.0 | 66.7% | 15 | 49 | 70.8% | C | |
| SWE-Bench Pro | 58.6% | 17 | 45 | 63.6% | C | |
| GPQA | 90.5% | 19 | 234 | 92.3% | C | |
| LiveBench | 72.2% | 25 | 38 | 35.1% | B | |
| Humanity's Last Exam | 36.4% | 39 | 93 | 58.7% | C |
Preference and agent-evaluation results for the default version.
| agent tool hallucination | overall | 03 | 0.0 | N/A | 288.1K | |
| agent task outcome explicit | overall | 21 | 0.0 | N/A | 5.7K | |
| document | overall | 21 | 1450.9 | 11,181 | N/A | |
| agent praise complaint | overall | 23 | 0.0 | N/A | 1.7K | |
| document style control | overall | 25 | 1449.5 | 11,181 | N/A | |
| vision | overall | 26 | 1281.4 | 15,386 | N/A | |
| agent | overall | 27 | -0.0 | N/A | 311.7K | |
| agent steerability | overall | 27 | -0.0 | N/A | 6.6K | |
| webdev | overall | 27 | 1509.2 | 9,587 | N/A | |
| vision style control | overall | 30 | 1263.4 | 15,386 | N/A | |
| text | overall | 32 | 1454.7 | 37,626 | N/A | |
| agent bash recovery steps | overall | 37 | -0.1 | N/A | 9.5K | |
| text factuality | overall | 41 | 1455.1 | 37,580 | N/A | |
| text style control | overall | 44 | 1460.4 | 37,626 | N/A |
Provider-specific output speed and catalog latency for Kimi K2.6. Runtime does not affect the capability score.
| Moonshot AI | 87.929 tok/s | 1.641 s | 262.1K | 262.1K | |
| Novita | 66.349 tok/s | 1.67 s | 262.1K | 262.1K | |
| Fireworks | 23.792 tok/s | 0.341 s | 262.1K | 262.1K | |
| DeepInfra | 13.357 tok/s | 19.574 s | 262.1K | 131.1K |
Output Speed is generated output tokens received per second. Catalog latency is reported separately from observed provider TTFT.
Official vendor API pricing appears first, followed by individual provider offers.
| Nvidia | moonshotai/kimi-k2.6 | global | N/A | N/A | 262.1K | |
| Kenari | kimi-k2-6 | global | N/A | N/A | 262.1K | |
| Privatemode AI | kimi-k2.6 | global | N/A | N/A | 262.1K | |
| Alibaba Token Plan | kimi-k2.6 | global | N/A | N/A | 262.1K | |
| Alibaba Token Plan (China) | kimi-k2.6 | global | N/A | N/A | 262.1K | |
| LLM Gateway | kimi-k2.6 | global | $0.22 | $1.14 | 262.1K | |
| routing.run | kimi-k2.6 | global | $0.275 | $1.1 | 200K | |
| Vultr | moonshotai/Kimi-K2.6 | global | $0.30 | $1.2 | 262.1K | |
| NanoGPT | moonshotai/kimi-k2.6 | global | $0.50 | $2.6 | 256K | |
| CrofAI | kimi-k2.6 | global | $0.50 | $1.99 | 262.1K | |
| Weights & Biases | moonshotai/Kimi-K2.6 | global | $0.65 | $3.41 | 262.1K | |
| Inceptron | moonshotai/Kimi-K2.6 | global | $0.66 | $3.5 | 262.1K | |
| Neuralwatt | moonshotai/Kimi-K2.6 | global | $0.69 | $3.22 | 262.1K | |
| Lilac | moonshotai/kimi-k2.6 | global | $0.70 | $3.5 | 262.1K | |
| Infomaniak | moonshotai/Kimi-K2.6 | global | $0.74 | $3.72 | 256K | |
| FastRouter | moonshotai/kimi-k2.6 | global | $0.75 | $3.5 | 262.1K | |
| Venice AI | kimi-k2-6 | global | $0.75 | $3.5 | 256K | |
| Deep Infra | moonshotai/Kimi-K2.6 | global | $0.75 | $3.5 | 262.1K | |
| GreenPT | kimi-k2.6 | global | $0.7524 | $4.28 | 262.1K | |
| DigitalOcean | kimi-k2.6 | global | $0.76 | $3.2 | 262.1K | |
| SiliconFlow | moonshotai/Kimi-K2.6 | global | $0.77 | $4 | 262K | |
| Cortecs | kimi-k2.6 | global | $0.773 | $3.38 | 262.1K | |
| Kilo Gateway | moonshotai/kimi-k2.6 | global | $0.80 | $3.4 | 262.1K | |
| NovitaAI | moonshotai/kimi-k2.6 | global | $0.80 | $3.4 | 262.1K | |
| Berget.AI | moonshotai/Kimi-K2.6 | global | $0.83 | $3.85 | 262.1K | |
| GMI Cloud | moonshotai/Kimi-K2.6 | global | $0.855 | $3.6 | 65.5K | |
| EmpirioLabs AI | kimi-k2-6 | global | $0.8939 | $3.71 | 256K | |
| EBCloud | Kimi-K2.6 | global | $0.9286 | $3.86 | 262.1K | |
| Alibaba (China) | kimi-k2.6 | global | $0.929 | $3.86 | 262.1K | |
| Fireworks AI | accounts/fireworks/models/kimi-k2p6 | global | $0.95 | $4 | 262K | |
| OpenCode Go | kimi-k2.6 | global | $0.95 | $4 | 262.1K | |
| Baseten | moonshotai/Kimi-K2.6 | global | $0.95 | $4 | 262K | |
| OpenCode Zen | kimi-k2.6 | global | $0.95 | $4 | 262.1K | |
| Cloudflare Workers AI | @cf/moonshotai/kimi-k2.6 | global | $0.95 | $4 | 262.1K | |
| Ambient | moonshotai/kimi-k2.6 | global | $0.95 | $4 | 262.1K | |
| FrogBot | kimi-k2-6 | global | $0.95 | $4 | 256K | |
| ClinePass | cline-pass/kimi-k2.6 | global | $0.95 | $4 | 262.1K | |
| Pioneer | moonshotai/Kimi-K2.6 | global | $0.95 | $4 | 262.1K | |
| ZenMux | moonshotai/kimi-k2.6 | global | $0.95 | $4 | 262.1K | |
| Abacus | moonshotai/Kimi-K2.6 | global | $0.95 | $4 | 262.1K | |
| Azure Cognitive Services | kimi-k2.6 | global | $0.95 | $4 | 262.1K | |
| Clarifai | moonshotai/chat-completion/models/Kimi-K2_6 | global | $0.95 | $4 | 262.1K | |
| Moonshot AI (China) | kimi-k2.6 | global | $0.95 | $4 | 262.1K | |
| Auriko | kimi-k2.6 | global | $0.95 | $4 | 262.1K | |
| Azure | kimi-k2.6 | global | $0.95 | $4 | 262.1K | |
| AIHubMix | kimi-k2.6 | global | $0.95 | $4 | 262.1K | |
| Ofox | moonshotai/kimi-k2.6 | global | $0.95 | $4 | 262.1K | |
| OrcaRouter | kimi/kimi-k2.6 | global | $0.95 | $4 | 262.1K | |
| Merge Gateway | moonshot/kimi-k2.6 | global | $0.95 | $4 | 262.1K | |
| Charm Hyper | kimi-k2.6 | global | $0.95 | $4 | 262K | |
| Vercel AI Gateway | moonshotai/kimi-k2.6 | global | $0.95 | $4 | 262K | |
| OpenRouter | moonshotai/kimi-k2.6 | global | $0.95 | $4 | 262.1K | |
| Hugging Face | moonshotai/Kimi-K2.6 | global | $0.95 | $4 | 262.1K | |
| Cloudflare AI Gateway | workers-ai/@cf/moonshotai/kimi-k2.6 | global | $0.95 | $4 | 256K | |
| Moonshot AI | kimi-k2.6 | global | $0.95 | $4 | 262.1K | |
| Poe | novita/kimi-k2.6 | global | $0.96 | $4.04 | 262.1K | |
| CrossModel | moonshot/kimi-k2.6 | global | $1 | $4.16 | 262K | |
| TensorX | moonshotai/kimi-k2.6 | global | $1 | $4 | 262.1K | |
| Wafer | Kimi-K2.6 | global | $1.14 | $4.8 | 262.1K | |
| Together AI | moonshotai/Kimi-K2.6 | global | $1.2 | $4.5 | 262.1K | |
| UnoRouter | kimi-k2.6 | global | $1.27 | $5.34 | 262.1K | |
| evroc | moonshotai/Kimi-K2.6 | global | $1.44 | $5.75 | 262.1K |
Official prices use only the vendor's configured official Provider and positive standard USD PAYG rates. Third-party offers remain explicitly labeled.
Available versions of this model. The score column identifies the version used in the overall ranking.
| Kimi K2.6 | 75.5 | 1T | 262.1K | 262.1K | Yes | Modified MIT License |
Key information about Kimi K2.6 and its available data.
6 is Moonshot AI's open-source, native multimodal agentic model focused on state-of-the-art coding, long-horizon execution, and agent swarm capabilities. It scales horizontally to 300 sub-agents executing 4,000 coordinated steps, dynamically decomposing tasks into parallel, domain-specialized subtasks.
6 unifies text, image, and video input with thinking and non-thinking modes, supports a 256K context, and powers proactive 24/7 background agents that manage schedules, execute code, and orchestrate cross-platform operations without human oversight.
Data as of 2026-08-11.
Open a comparison with the three ranked models immediately above and below this model.
Recommendations prioritize the same model type and family, then the closest LLMBoard score.
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 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.
63 provider offerings are linked to the default version.
Nearby ranked alternatives include GPT-5.4, GPT-5.6-Luna, GPT-5.5-Pro.