Moonshot AI model product
6.
Updated Aug 12, 2026. Default version: Kimi K2.7 Code
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 K2.7 Code.
| Kimi Claw 24/7 Bench | 46.9% | 01 | 1 | 100.0% | C | |
| MCP-Mark | 81.1% | 01 | 8 | 100.0% | C | |
| Kimi Code Bench v2 | 62.0% | 02 | 2 | 0.0% | C | |
| MLS-Bench Lite | 35.1% | 03 | 3 | 0.0% | C | |
| Program Bench | 53.6% | 03 | 5 | 50.0% | C | |
| FrontierCode 1.1 | 30.1% | 11 | 15 | 28.6% | B | |
| MCP Atlas | 76.0% | 11 | 31 | 66.7% | C | |
| DeepSWE 1.1 | 31.0% | 18 | 20 | 10.5% | B | |
| LiveBench | 71.9% | 27 | 38 | 29.7% | B |
Preference and agent-evaluation results for the default version.
| agent tool hallucination | overall | 05 | 0.0 | N/A | 364.3K | |
| agent task outcome explicit | overall | 18 | 0.0 | N/A | 5.4K | |
| agent praise complaint | overall | 22 | 0.0 | N/A | 1.6K | |
| agent | overall | 23 | 0.0 | N/A | 390.5K | |
| agent steerability | overall | 29 | -0.0 | N/A | 6.6K | |
| agent bash recovery steps | overall | 35 | -0.0 | N/A | 12.6K | |
| webdev | overall | 36 | 1473.6 | 4,675 | N/A |
Provider-specific output speed and catalog latency for Kimi K2.7 Code. Runtime does not affect the capability score.
| Together | 694.444 tok/s | 0.238 s | 262.1K | 131.1K | |
| Moonshot AI | 125.62 tok/s | 1.108 s | 262.1K | 262.1K | |
| Novita | 114.832 tok/s | 2.124 s | 262.1K | 262.1K | |
| DeepInfra | 13.58 tok/s | 1.563 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.
| Kenari | kimi-k2-7-code | global | N/A | N/A | 262.1K | |
| Alibaba Token Plan | kimi-k2.7-code | global | N/A | N/A | 262.1K | |
| Umans AI Coding Plan | umans-kimi-k2.7 | global | N/A | N/A | 262.1K | |
| Kimi For Coding | kimi-for-coding | global | N/A | N/A | 262.1K | |
| Alibaba Token Plan (China) | kimi-k2.7-code | global | N/A | N/A | 262.1K | |
| routing.run | kimi-k2.7-code | global | $0.275 | $1.1 | 200K | |
| CrofAI | kimi-k2.7-code | global | $0.55 | $2.25 | 262.1K | |
| Deep Infra | moonshotai/Kimi-K2.7-Code | global | $0.68 | $3.4 | 262.1K | |
| Ambient | moonshotai/kimi-k2.7-code | global | $0.70 | $3.5 | 262.1K | |
| OpenRouter | moonshotai/kimi-k2.7-code | global | $0.70 | $3.5 | 262.1K | |
| Weights & Biases | moonshotai/Kimi-K2.7-Code | global | $0.71 | $3.5 | 262.1K | |
| ai& | moonshotai/kimi-k2.7-code | global | $0.75 | $3.5 | 262.1K | |
| Inceptron | moonshotai/Kimi-K2.7-Code | global | $0.75 | $3.5 | 262.1K | |
| Venice AI | kimi-k2-7-code | global | $0.75 | $3.5 | 256K | |
| Cortecs | kimi-k2.7-code | global | $0.75 | $3.5 | 262.1K | |
| AKI.IO | kimi-k2.7-code-1100b | global | $0.86 | $3 | 262.1K | |
| GreenPT | kimi-k2.7-code | global | $0.9006 | $4.39 | 262.1K | |
| Fireworks AI | accounts/fireworks/models/kimi-k2p7-code | global | $0.95 | $4 | 262K | |
| OpenCode Go | kimi-k2.7-code | global | $0.95 | $4 | 262.1K | |
| Baseten | moonshotai/Kimi-K2.7-Code | global | $0.95 | $4 | 262K | |
| Nebius Token Factory | moonshotai/Kimi-K2.7-Code | global | $0.95 | $4 | 262.1K | |
| NanoGPT | moonshotai/kimi-k2.7-code | global | $0.95 | $4 | 262.1K | |
| LLM Gateway | kimi-k2.7-code | global | $0.95 | $4 | 262.1K | |
| OpenCode Zen | kimi-k2.7-code | global | $0.95 | $4 | 262.1K | |
| Cloudflare Workers AI | @cf/moonshotai/kimi-k2.7-code | global | $0.95 | $4 | 262.1K | |
| GitHub Copilot | kimi-k2.7-code | global | $0.95 | $4 | 256K | |
| ClinePass | cline-pass/kimi-k2.7-code | global | $0.95 | $4 | 262.1K | |
| Pioneer | moonshotai/Kimi-K2.7-Code | global | $0.95 | $4 | 262.1K | |
| ZenMux | moonshotai/kimi-k2.7-code | global | $0.95 | $4 | 262.1K | |
| EmpirioLabs AI | kimi-k2-7-code | global | $0.95 | $4 | 256K | |
| Together AI | moonshotai/Kimi-K2.7-Code | global | $0.95 | $4 | 262.1K | |
| Moonshot AI (China) | kimi-k2.7-code | global | $0.95 | $4 | 262.1K | |
| Azure | kimi-k2.7-code | global | $0.95 | $4 | 262.1K | |
| Neuralwatt | moonshotai/Kimi-K2.7-Code | global | $0.95 | $4 | 262.1K | |
| AIHubMix | kimi-k2.7-code | global | $0.95 | $4 | 262.1K | |
| Umans AI | umans-kimi-k2.7 | global | $0.95 | $4 | 262.1K | |
| Synthetic | hf:moonshotai/Kimi-K2.7-Code | global | $0.95 | $4 | 262.1K | |
| Kilo Gateway | moonshotai/kimi-k2.7-code | global | $0.95 | $4 | 262.1K | |
| Merge Gateway | moonshot/kimi-k2.7-code | global | $0.95 | $4 | 262.1K | |
| Charm Hyper | kimi-k2.7-code | global | $0.95 | $4 | 256K | |
| Vercel AI Gateway | moonshotai/kimi-k2.7-code | global | $0.95 | $4 | 256K | |
| NovitaAI | moonshotai/kimi-k2.7-code | global | $0.95 | $4 | 262.1K | |
| Hugging Face | moonshotai/Kimi-K2.7-Code | global | $0.95 | $4 | 262.1K | |
| Perplexity Agent | moonshot-ai/kimi-k2.7-code | global | $0.95 | $4 | 262.1K | |
| Moonshot AI | kimi-k2.7-code | global | $0.95 | $4 | 262.1K | |
| HPC-AI | moonshotai/kimi-k2.7-code | global | $0.95 | $4 | 256K | |
| Databricks | databricks-kimi-k2-7-code | global | $0.95 | $4 | 262.1K | |
| CrossModel | moonshot/kimi-k2.7-code | global | $1 | $4.16 | 262K | |
| TensorX | moonshotai/kimi-k2.7-code | global | $1.25 | $4.5 | 262.1K | |
| NanoGPT | moonshotai/kimi-k2.7-code-highspeed | global | $1.9 | $8 | 262.1K | |
| LLM Gateway | kimi-k2.7-code-highspeed | global | $1.9 | $8 | 262.1K | |
| EmpirioLabs AI | kimi-k2-7-code-highspeed | global | $1.9 | $8 | 256K | |
| Moonshot AI (China) | kimi-k2.7-code-highspeed | global | $1.9 | $8 | 262.1K | |
| AIHubMix | kimi-k2.7-code-highspeed | global | $1.9 | $8 | 262.1K | |
| Ofox | moonshotai/kimi-k2.7-code-highspeed | global | $1.9 | $8 | 262.1K | |
| GMI Cloud | moonshotai/kimi-k2.7-code-highspeed | global | $1.9 | $8 | 262.1K | |
| Merge Gateway | moonshot/kimi-k2.7-code-highspeed | global | $1.9 | $8 | 262.1K | |
| Moonshot AI | kimi-k2.7-code-highspeed | global | $1.9 | $8 | 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 K2.7 Code | 66.8 | 1T | 262.1K | 262.1K | Yes | Modified MIT License |
Key information about Kimi K2.7 Code and its available data.
6. 6. The model uses a native multimodal Mixture-of-Experts architecture with 1T total parameters, 32B activated parameters, a 256K-token context window, image and video input support, and forced thinking with preserve_thinking enabled for multi-turn coding agent workflows.
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 K2.7 Code.
Kimi K2.7 Code's default version was released on Jun 12, 2026.
Kimi K2.7 Code'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.
Kimi K2.7 Code 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.
59 provider offerings are linked to the default version.
Nearby ranked alternatives include Qwen3.6 Plus, Gemini 3 Pro, GLM 5.