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Kimi K2.7 Code

moonshotai/kimi-k2.7-code

Coding-focused Kimi model, stronger on long-horizon repo work with less overthinking

Source-linkedkimi-k2Open weightsReleased 2026-06-12
Report data
Context window262.144K
Maximum output262.144K
Provider offers35
Knowledge cutoff2025-01
Capabilities

What this model supports

ReasoningYes
Tool callingYes
Structured outputYes
AttachmentsYes
Temperature controlNo
Open weightsYes
Creator
Moonshot AI
Family
kimi-k2
Modalities
Image, Text, Video
License
Not documented
Release date
2026-06-12
Model ID
moonshotai/kimi-k2.7-code
Market availability

Provider pricing

Report price →
Providers offering Kimi K2.7 Code
ProviderProvider model IDContextInput / 1MOutput / 1MCached / 1MFeaturesAll pricing
Umans AI Coding Planumans-kimi-k2.7262.144K$0.000$0.000$0.000R T S
View
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}
Kenarikimi-k2-7-code262.144K$0.000$0.000R T S
View
{
  "input": 0,
  "output": 0
}
Alibaba Token Plankimi-k2.7-code262.144K$0.000$0.000$0.000R T ·
View
{
  "cache_read": 0,
  "cache_write": 0,
  "input": 0,
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}
Kimi For Codingk2p7262.144K$0.000$0.000$0.000R T S
View
{
  "cache_read": 0,
  "cache_write": 0,
  "input": 0,
  "output": 0
}
Alibaba Token Plan (China)kimi-k2.7-code262.144K$0.000$0.000$0.000R T ·
View
{
  "cache_read": 0,
  "cache_write": 0,
  "input": 0,
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}
routing.runkimi-k2.7-code200K$0.275$1.100R T S
View
{
  "input": 0.275,
  "output": 1.1
}
CrofAIkimi-k2.7-code262.144K$0.550$2.250$0.050R T S
View
{
  "cache_read": 0.05,
  "input": 0.55,
  "output": 2.25
}
OpenRoutermoonshotai/kimi-k2.7-code262.144K$0.720$3.500$0.150R T S
View
{
  "cache_read": 0.15,
  "input": 0.72,
  "output": 3.5
}
Deep Inframoonshotai/Kimi-K2.7-Code262.144K$0.740$3.500$0.150R T S
View
{
  "cache_read": 0.15,
  "input": 0.74,
  "output": 3.5
}
Venice AIkimi-k2-7-code256K$0.750$3.500$0.160R T S
View
{
  "cache_read": 0.16,
  "input": 0.75,
  "output": 3.5
}
Inceptronmoonshotai/Kimi-K2.7-Code262.144K$0.750$3.500$0.200R T S
View
{
  "cache_read": 0.2,
  "cache_write": 0,
  "input": 0.75,
  "output": 3.5
}
Ambientmoonshotai/kimi-k2.7-code262.144K$0.840$3.990$0.160R T S
View
{
  "cache_read": 0.16,
  "cache_write": 0,
  "input": 0.84,
  "output": 3.99
}
Weights & Biasesmoonshotai/Kimi-K2.7-Code262.144K$0.940$4.000$0.190R T S
View
{
  "cache_read": 0.19,
  "input": 0.94,
  "output": 4
}
Neuralwattmoonshotai/Kimi-K2.7-Code262.144K$0.950$4.000$0.237R T S
View
{
  "cache_read": 0.2375,
  "input": 0.95,
  "output": 4
}
EmpirioLabs AIkimi-k2-7-code256K$0.950$4.000R T S
View
{
  "input": 0.95,
  "output": 4
}
Umans AIumans-kimi-k2.7262.144K$0.950$4.000$0.190R T S
View
{
  "cache_read": 0.19,
  "input": 0.95,
  "output": 4
}
Together AImoonshotai/Kimi-K2.7-Code262.144K$0.950$4.000$0.190R T S
View
{
  "cache_read": 0.19,
  "input": 0.95,
  "output": 4
}
ZenMuxmoonshotai/kimi-k2.7-code262.144K$0.950$4.000$0.160R T S
View
{
  "cache_read": 0.16,
  "input": 0.95,
  "output": 4
}
Databricksdatabricks-kimi-k2-7-code262.144K$0.950$4.000$0.190R T S
View
{
  "cache_read": 0.19,
  "input": 0.95,
  "output": 4
}
Basetenmoonshotai/Kimi-K2.7-Code262K$0.950$4.000$0.160R T S
View
{
  "cache_read": 0.16,
  "input": 0.95,
  "output": 4
}
GitHub Copilotkimi-k2.7-code256K$0.950$4.000$0.190R T S
View
{
  "cache_read": 0.19,
  "input": 0.95,
  "output": 4
}
Synthetichf:moonshotai/Kimi-K2.7-Code262.144K$0.950$4.000$0.950R T S
View
{
  "cache_read": 0.95,
  "input": 0.95,
  "output": 4
}
OpenCode Zenkimi-k2.7-code262.144K$0.950$4.000$0.190R T S
View
{
  "cache_read": 0.19,
  "input": 0.95,
  "output": 4
}
Moonshot AIkimi-k2.7-code262.144K$0.950$4.000$0.190R T S
View
{
  "cache_read": 0.19,
  "input": 0.95,
  "output": 4
}
Fireworks AIaccounts/fireworks/models/kimi-k2p7-code262K$0.950$4.000$0.190R T ·
View
{
  "cache_read": 0.19,
  "input": 0.95,
  "output": 4
}
Cloudflare Workers AI@cf/moonshotai/kimi-k2.7-code262.144K$0.950$4.000$0.190R T S
View
{
  "cache_read": 0.19,
  "input": 0.95,
  "output": 4
}
Moonshot AI (China)kimi-k2.7-code262.144K$0.950$4.000$0.190R T S
View
{
  "cache_read": 0.19,
  "input": 0.95,
  "output": 4
}
OpenCode Gokimi-k2.7-code262.144K$0.950$4.000$0.190R T S
View
{
  "cache_read": 0.19,
  "input": 0.95,
  "output": 4
}
Vercel AI Gatewaymoonshotai/kimi-k2.7-code256K$0.950$4.000$0.190R T S
View
{
  "cache_read": 0.19,
  "input": 0.95,
  "output": 4
}
Hugging Facemoonshotai/Kimi-K2.7-Code262.144K$0.950$4.000R T S
View
{
  "input": 0.95,
  "output": 4
}
Merge Gatewaymoonshotai/kimi-k2.7-code262.144K$0.950$4.000R T S
View
{
  "input": 0.95,
  "output": 4
}
Pioneermoonshotai/Kimi-K2.7-Code262.144K$0.950$4.000$0.190R T S
View
{
  "cache_read": 0.19,
  "cache_write": 0.95,
  "input": 0.95,
  "output": 4
}
LLM Gatewaykimi-k2.7-code262.144K$0.950$4.000$0.190R T S
View
{
  "cache_read": 0.19,
  "input": 0.95,
  "output": 4
}
CrossModelmoonshot/kimi-k2.7-code262K$1.000$4.160$0.180R T S
View
{
  "cache_read": 0.18,
  "cache_write": 1,
  "input": 1,
  "output": 4.16
}
Cortecskimi-k2.7-code262.144K$1.280$4.630$0.320R T S
View
{
  "cache_read": 0.32,
  "input": 1.28,
  "output": 4.63
}
Evidence

Published benchmark results

Agentic Index vs top 8 models
GPT-5.6 Sol
54.0
Claude Fable 5
52.8
GPT-5.6 Terra
47.4
Anthropic: Claude Opus 4.8
47.2
Claude Sonnet 5
46.7
xAI: Grok 4.5
45.7
GPT-5.6 Luna
45.6
Kimi K2.7 Code
29.6
Coding Index vs top 8 models
GPT-5.6 Sol
77.4
GPT-5.6 Terra
76.7
Claude Fable 5
76.5
GPT-5.5
74.9
Anthropic: Claude Opus 4.8
74.3
Anthropic: Claude Opus 4.7
73.6
xAI: Grok 4.5
72.4
Kimi K2.7 Code
60.8
Design Arena: 3d vs top 8 models
Z.ai: GLM 5.2
1371.0
Claude Fable 5
1361.0
xAI: Grok 4.5
1352.0
Kimi K2.6
1348.0
Anthropic: Claude Opus 4.6
1348.0
Z.ai: GLM 5.1
1336.0
DeepSeek V4 Pro
1326.0
Kimi K2.7 Code
1315.0
Design Arena: agenticgamedev vs top 8 models
Anthropic: Claude Opus 4.7
1277.0
Anthropic: Claude Opus 4.8
1251.0
Gemini 3.5 Flash
1208.0
Z.ai: GLM 5.1
1206.0
GPT-5.5
1201.0
Anthropic: Claude Sonnet 4.6
1191.0
Kimi K2.6
1175.0
Kimi K2.7 Code
1164.0
Design Arena: androidnative vs top 8 models
Anthropic: Claude Opus 4.8
1370.0
Anthropic: Claude Opus 4.7
1290.0
Z.ai: GLM 5V Turbo
1267.0
GPT-5.5
1260.0
Z.ai: GLM 5.2
1250.0
Gemini 3.5 Flash
1247.0
Z.ai: GLM 5.1
1246.0
Kimi K2.7 Code
1214.0
Design Arena: codecategories vs top 8 models
Z.ai: GLM 5.2
1352.0
Claude Fable 5
1344.0
Anthropic: Claude Opus 4.6
1336.0
Anthropic: Claude Opus 4.7
1330.0
xAI: Grok 4.5
1328.0
Z.ai: GLM 5.1
1321.0
Kimi K2.6
1320.0
Kimi K2.7 Code
1300.0
Design Arena: dataviz vs top 8 models
Claude Fable 5
1372.0
Z.ai: GLM 5.1
1366.0
xAI: Grok 4.5
1330.0
Anthropic: Claude Opus 4.6
1321.0
Anthropic: Claude Opus 4.7
1320.0
Z.ai: GLM 5.2
1318.0
Anthropic: Claude Sonnet 4.6
1317.0
Kimi K2.7 Code
1255.0
Design Arena: fullstack vs top 8 models
Anthropic: Claude Opus 4.7
1503.0
Anthropic: Claude Opus 4.8
1322.0
Claude Sonnet 5
1314.0
Z.ai: GLM 5.2
1298.0
Claude Fable 5
1296.0
Anthropic: Claude Opus 4.6
1286.0
Anthropic: Claude Sonnet 4.6
1271.0
Kimi K2.7 Code
1242.0
Design Arena: gamedev vs top 8 models
Claude Fable 5
1387.0
Z.ai: GLM 5.2
1354.0
Claude Sonnet 5
1345.0
GPT-5.5
1344.0
Anthropic: Claude Opus 4.6
1339.0
MiMo-V2.5-Pro
1334.0
Anthropic: Claude Opus 4.7
1334.0
Kimi K2.7 Code
1278.0
Design Arena: htmlslides vs top 7 models
Claude Fable 5
1260.0
Kimi K2.6
1246.0
Anthropic: Claude Opus 4.7
1239.0
Anthropic: Claude Opus 4.8
1222.0
Kimi K2.7 Code
1211.0
Z.ai: GLM 5.1
1205.0
Gemini 3.1 Pro Preview
1204.0
Design Arena: mobileapps vs top 8 models
Anthropic: Claude Opus 4.8
1287.0
Claude Fable 5
1282.0
MiniMax: MiniMax M3
1273.0
Anthropic: Claude Opus 4.6
1259.0
Gemini 3.5 Flash
1259.0
Anthropic: Claude Sonnet 4.6
1255.0
Z.ai: GLM 5.2
1243.0
Kimi K2.7 Code
1224.0
Design Arena: python-pptxslides vs top 7 models
Anthropic: Claude Opus 4.7
1336.0
Anthropic: Claude Opus 4.8
1298.0
Z.ai: GLM 5.1
1258.0
Gemini 3.5 Flash
1247.0
Z.ai: GLM 5.2
1209.0
Kimi K2.7 Code
1190.0
Kimi K2.6
1180.0
Design Arena: svg vs top 8 models
Claude Fable 5
1364.0
Gemini 3.1 Pro Preview
1340.0
Gemini 3.5 Flash
1297.0
Anthropic: Claude Opus 4.6
1279.0
GPT-5.5
1277.0
Anthropic: Claude Opus 4.7
1274.0
Z.ai: GLM 5.1
1273.0
Kimi K2.7 Code
1237.0
Design Arena: uicomponent vs top 8 models
Claude Fable 5
1406.0
Anthropic: Claude Opus 4.7
1358.0
Anthropic: Claude Opus 4.6
1344.0
Z.ai: GLM 5.2
1336.0
Qwen: Qwen3.7 Max
1331.0
Z.ai: GLM 5.1
1330.0
Anthropic: Claude Sonnet 4.6
1321.0
Kimi K2.7 Code
1305.0
Design Arena: webapps vs top 8 models
Claude Sonnet 5
1351.0
Claude Fable 5
1338.0
Anthropic: Claude Opus 4.7
1326.0
Anthropic: Claude Opus 4.8
1288.0
Z.ai: GLM 5.2
1280.0
xAI: Grok 4.5
1270.0
Qwen: Qwen3.7 Max
1267.0
Kimi K2.7 Code
1238.0
Design Arena: website vs top 8 models
Z.ai: GLM 5.2
1346.0
Claude Fable 5
1336.0
Anthropic: Claude Opus 4.6
1331.0
Anthropic: Claude Opus 4.7
1329.0
xAI: Grok 4.5
1323.0
Anthropic: Claude Sonnet 4.6
1320.0
Claude Sonnet 5
1314.0
Kimi K2.7 Code
1307.0
Intelligence Index vs top 8 models
Claude Fable 5
59.9
GPT-5.6 Sol
58.9
Anthropic: Claude Opus 4.8
55.7
GPT-5.6 Terra
55.0
GPT-5.5
54.8
xAI: Grok 4.5
53.8
Anthropic: Claude Opus 4.7
53.5
Kimi K2.7 Code
41.9
Kimi Claw 24/7 Bench vs top 1 models
Kimi K2.7 Code
46.9
Kimi Code Bench vs top 1 models
Kimi K2.7 Code
62.0
MCP Atlas vs top 7 models
Muse Spark 1.1
88.1
Gemini 3.5 Flash
83.6
Gemini 3.1 Pro Preview
78.2
Qwen3.7 Max
76.4
Kimi K2.7 Code
76.0
GPT-5.5
75.3
MiniMax-M3
74.2
MCP Mark Verified vs top 1 models
Kimi K2.7 Code
81.1
MLS Bench Lite vs top 1 models
Kimi K2.7 Code
35.1
Program Bench vs top 1 models
Kimi K2.7 Code
53.6