Moonshot AI model product
Kimi K2.7 Code
6.
Updated Aug 17, 2026. Default version: Kimi K2.7 Code
LLMBoard Score67.0Kimi K2.7 Code
Coverage20%7 benchmark families
Context window262.1KTokens
Official input price$0.95Moonshot AI API
Kimi K2.7 Code Capability Profile
This profile uses the model's current scored version. Arena ratings and prices are shown separately.
Kimi K2.7 Code Benchmark Results
Benchmark scores for Kimi K2.7 Code.
Sort by
Benchmark | Score | Rank | Participants | Percentile | Evidence | Evaluated |
|---|
| BenchmarkKimi Claw 24/7 Bench | Score46.9% | Rank01 | Participants1 | Percentile100.0% | EvidenceC | Evaluated |
| BenchmarkMCP-Mark | Score81.1% | Rank01 | Participants8 | Percentile100.0% | EvidenceC | Evaluated |
| BenchmarkKimi Code Bench v2 | Score62.0% | Rank02 | Participants2 | Percentile0.0% | EvidenceC | Evaluated |
| BenchmarkMLS-Bench Lite | Score35.1% | Rank03 | Participants3 | Percentile0.0% | EvidenceC | Evaluated |
| BenchmarkProgram Bench | Score53.6% | Rank03 | Participants6 | Percentile60.0% | EvidenceC | Evaluated |
| BenchmarkFrontierCode 1.1 | Score30.1% | Rank12 | Participants16 | Percentile26.7% | EvidenceB | Evaluated |
| BenchmarkMCP Atlas | Score76.0% | Rank12 | Participants33 | Percentile65.6% | EvidenceC | Evaluated |
| BenchmarkDeepSWE 1.1 | Score31.0% | Rank23 | Participants25 | Percentile8.3% | EvidenceB | Evaluated |
| BenchmarkLiveBench | Score71.9% | Rank27 | Participants38 | Percentile29.7% | EvidenceB | Evaluated |
Kimi K2.7 Code Arena Results
Preference and agent-evaluation results for the default version.
Sort by
Arena | Category | Rank | Rating / score | Votes | Observations | Result date |
|---|
| Arenaagent tool hallucination | Categoryoverall | Rank11 | Rating / score0.0 | VotesN/A | Observations375.3K | Result date |
| Arenaagent task outcome explicit | Categoryoverall | Rank18 | Rating / score0.0 | VotesN/A | Observations5.6K | Result date |
| Arenaagent praise complaint | Categoryoverall | Rank22 | Rating / score0.0 | VotesN/A | Observations1.7K | Result date |
| Arenaagent | Categoryoverall | Rank25 | Rating / score0.0 | VotesN/A | Observations402.4K | Result date |
| Arenaagent steerability | Categoryoverall | Rank31 | Rating / score-0.0 | VotesN/A | Observations6.8K | Result date |
| Arenaagent bash recovery steps | Categoryoverall | Rank35 | Rating / score-0.0 | VotesN/A | Observations13K | Result date |
| Arenawebdev | Categoryoverall | Rank39 | Rating / score1472.8 | Votes4,672 | ObservationsN/A | Result date |
Kimi K2.7 Code 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
- 65
Sort by
Provider | Provider model ID | Region | Input / 1M | Output / 1M | Context | Updated |
|---|
| ProviderUmans AI Coding Plan | Provider model IDumans-kimi-k2.7 | Regionglobal | Input / 1MN/A | Output / 1MN/A | Context262.1K | Updated |
| ProviderAlibaba Token Plan | Provider model IDkimi-k2.7-code | Regionglobal | Input / 1MN/A | Output / 1MN/A | Context262.1K | Updated |
| ProviderHetzner | Provider model IDKimi-K2.7-Code | Regionglobal | Input / 1MN/A | Output / 1MN/A | Context262.1K | Updated |
| ProviderKenari | Provider model IDkimi-k2-7-code | Regionglobal | Input / 1MN/A | Output / 1MN/A | Context262.1K | Updated |
| ProviderSCNet Token Plan | Provider model IDKimi-K2.7-Code | Regionglobal | Input / 1MN/A | Output / 1MN/A | Context262.1K | Updated |
| ProviderAlibaba Token Plan (China) | Provider model IDkimi-k2.7-code | Regionglobal | Input / 1MN/A | Output / 1MN/A | Context262.1K | Updated |
| ProviderKimi For Coding | Provider model IDkimi-for-coding | Regionglobal | Input / 1MN/A | Output / 1MN/A | Context262.1K | Updated |
| Providerrouting.run | Provider model IDkimi-k2.7-code | Regionglobal | Input / 1M$0.275 | Output / 1M$1.1 | Context200K | Updated |
| ProviderCrofAI | Provider model IDkimi-k2.7-code | Regionglobal | Input / 1M$0.55 | Output / 1M$2.25 | Context262.1K | Updated |
| ProviderInceptron | Provider model IDmoonshotai/Kimi-K2.7-Code | Regionglobal | Input / 1M$0.67 | Output / 1M$3.4 | Context262.1K | Updated |
| ProviderDeep Infra | Provider model IDmoonshotai/Kimi-K2.7-Code | Regionglobal | Input / 1M$0.68 | Output / 1M$3.4 | Context262.1K | Updated |
| ProviderAmbient | Provider model IDmoonshotai/kimi-k2.7-code | Regionglobal | Input / 1M$0.69 | Output / 1M$3.49 | Context262.1K | Updated |
| ProviderOpenRouter | Provider model IDmoonshotai/kimi-k2.7-code | Regionglobal | Input / 1M$0.71 | Output / 1M$3.5 | Context262.1K | Updated |
| ProviderWeights & Biases | Provider model IDmoonshotai/Kimi-K2.7-Code | Regionglobal | Input / 1M$0.71 | Output / 1M$3.5 | Context262.1K | Updated |
| ProviderCortecs | Provider model IDkimi-k2.7-code | Regionglobal | Input / 1M$0.75 | Output / 1M$3.5 | Context262.1K | Updated |
| Providerai& | Provider model IDmoonshotai/kimi-k2.7-code | Regionglobal | Input / 1M$0.75 | Output / 1M$3.5 | Context262.1K | Updated |
| ProviderVenice AI | Provider model IDkimi-k2-7-code | Regionglobal | Input / 1M$0.75 | Output / 1M$3.5 | Context256K | Updated |
| ProviderAKI.IO | Provider model IDkimi-k2.7-code-1100b | Regionglobal | Input / 1M$0.86 | Output / 1M$3 | Context262.1K | Updated |
| ProviderGreenPT | Provider model IDkimi-k2.7-code | Regionglobal | Input / 1M$0.9006 | Output / 1M$4.39 | Context262.1K | Updated |
| ProviderHPC-AI | Provider model IDmoonshotai/kimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context256K | Updated |
| ProviderNeuralwatt | Provider model IDmoonshotai/Kimi-K2.7-Code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderCloudflare Workers AI | Provider model ID@cf/moonshotai/kimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderNanoGPT | Provider model IDmoonshotai/kimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderSynthetic | Provider model IDhf:moonshotai/Kimi-K2.7-Code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderHugging Face | Provider model IDmoonshotai/Kimi-K2.7-Code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderMoonshot AI | Provider model IDkimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderDatabricks | Provider model IDdatabricks-kimi-k2-7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderOpenCode Go | Provider model IDkimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderNebius Token Factory | Provider model IDmoonshotai/Kimi-K2.7-Code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderMerge Gateway | Provider model IDmoonshot/kimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderCloudflare AI Gateway | Provider model IDworkers-ai/@cf/moonshotai/kimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderZenMux | Provider model IDmoonshotai/kimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderPerplexity Agent | Provider model IDmoonshot-ai/kimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderUmans AI | Provider model IDumans-kimi-k2.7 | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderTogether AI | Provider model IDmoonshotai/Kimi-K2.7-Code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderOfox | Provider model IDmoonshotai/kimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderOpenCode Zen | Provider model IDkimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderCharm Hyper | Provider model IDkimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context256K | Updated |
| ProviderAzure | Provider model IDkimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderBaseten | Provider model IDmoonshotai/Kimi-K2.7-Code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262K | Updated |
| ProviderAIHubMix | Provider model IDkimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderClinePass | Provider model IDcline-pass/kimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderEmpirioLabs AI | Provider model IDkimi-k2-7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context256K | Updated |
| ProviderVercel AI Gateway | Provider model IDmoonshotai/kimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context256K | Updated |
| ProviderEden AI | Provider model IDmoonshot/kimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderNovitaAI | Provider model IDmoonshotai/kimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderLLM Gateway | Provider model IDkimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderGitHub Copilot | Provider model IDkimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context256K | Updated |
| ProviderKilo Gateway | Provider model IDmoonshotai/kimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderPioneer | Provider model IDmoonshotai/Kimi-K2.7-Code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderFireworks AI | Provider model IDaccounts/fireworks/models/kimi-k2p7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262K | Updated |
| ProviderMoonshot AI (China) | Provider model IDkimi-k2.7-code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderAbacus | Provider model IDmoonshotai/Kimi-K2.7-Code | Regionglobal | Input / 1M$0.95 | Output / 1M$4 | Context262.1K | Updated |
| ProviderCrossModel | Provider model IDmoonshot/kimi-k2.7-code | Regionglobal | Input / 1M$1 | Output / 1M$4.16 | Context262K | Updated |
| ProviderTensorX | Provider model IDmoonshotai/kimi-k2.7-code | Regionglobal | Input / 1M$1.25 | Output / 1M$4.5 | Context262.1K | Updated |
| ProviderNanoGPT | Provider model IDmoonshotai/kimi-k2.7-code-highspeed | Regionglobal | Input / 1M$1.9 | Output / 1M$8 | Context262.1K | Updated |
| ProviderMoonshot AI | Provider model IDkimi-k2.7-code-highspeed | Regionglobal | Input / 1M$1.9 | Output / 1M$8 | Context262.1K | Updated |
| ProviderMerge Gateway | Provider model IDmoonshot/kimi-k2.7-code-highspeed | Regionglobal | Input / 1M$1.9 | Output / 1M$8 | Context262.1K | Updated |
| ProviderGMI Cloud | Provider model IDmoonshotai/kimi-k2.7-code-highspeed | Regionglobal | Input / 1M$1.9 | Output / 1M$8 | Context262.1K | Updated |
| ProviderOfox | Provider model IDmoonshotai/kimi-k2.7-code-highspeed | Regionglobal | Input / 1M$1.9 | Output / 1M$8 | Context262.1K | Updated |
| ProviderAIHubMix | Provider model IDkimi-k2.7-code-highspeed | Regionglobal | Input / 1M$1.9 | Output / 1M$8 | Context262.1K | Updated |
| ProviderEmpirioLabs AI | Provider model IDkimi-k2-7-code-highspeed | Regionglobal | Input / 1M$1.9 | Output / 1M$8 | Context256K | Updated |
| ProviderLLM Gateway | Provider model IDkimi-k2.7-code-highspeed | Regionglobal | Input / 1M$1.9 | Output / 1M$8 | Context262.1K | Updated |
| ProviderMoonshot AI (China) | Provider model IDkimi-k2.7-code-highspeed | Regionglobal | Input / 1M$1.9 | Output / 1M$8 | Context262.1K | Updated |
Official prices use only the vendor's configured official Provider and positive standard USD PAYG rates. Third-party offers remain explicitly labeled.
Kimi K2.7 Code Runtime Performance
Provider-specific output speed and catalog latency for Kimi K2.7 Code. Runtime does not affect the capability score.
Sort by
Provider | Output Speed | Catalog Latency | Max Input | Max Output | Updated |
|---|
| ProviderNovita | Output Speed36.107 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.
Kimi K2.7 Code Specifications
Technical details for the model's default version.
- Version
- Kimi K2.7 Code
- Released
- Jun 12, 2026
- Knowledge cutoff
- Jan 1, 2025
- Parameters
- 1T
- Context window
- 262.1K
- Max output
- 262.1K
- Inputs
- image, text, video
- Outputs
- text
- Open weights
- Yes
- License
- Modified MIT License
Kimi K2.7 Code Versions
Available versions of this model. The score column identifies the version used in the overall ranking.
Sort by
Version | Released | LLMBoard | Parameters | Context | Max output | Open weights | License |
|---|
| VersionKimi K2.7 Code | Released | LLMBoard67.0 | Parameters1T | Context262.1K | Max output262.1K | Open weightsYes | LicenseModified MIT License |
Kimi K2.7 Code vs nearby models
Open a comparison with the three ranked models immediately above and below this model.
Models similar to Kimi K2.7 Code
Recommendations prioritize the same model type and family, then the closest LLMBoard score.
MA
Kimi K2.5
Moonshot AI
MA
Kimi K2 Thinking
Moonshot AI
MA
Kimi K2.6
Moonshot AI
MA
Kimi K3
Moonshot AI
MA
Kimi K2
Moonshot AI
MA
Kimi k1.5
Moonshot AI
What is Kimi K2.7 Code?
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 2026-08-17.
FAQ
Common questions about Kimi K2.7 Code.
When was Kimi K2.7 Code released?
Kimi K2.7 Code's default version was released on Jun 12, 2026.
How much does Kimi K2.7 Code cost?
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.
Who created Kimi K2.7 Code?
Kimi K2.7 Code was created by Moonshot AI.
What is the context window for Kimi K2.7 Code?
The default version has a 262.1K token context window.
Is Kimi K2.7 Code open weight?
Yes. The default version is marked as open weight under Modified MIT License.
How many API providers offer Kimi K2.7 Code?
65 provider offerings are linked to the default version.
What models should I compare Kimi K2.7 Code with?
Nearby ranked alternatives include Gemini 3 Pro, GLM 5, Qwen3.6 Plus.