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Kimi K2.7 Code

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

Source-linked kimi-k2 Open weights Released 2026-06-12
API data Report
Input modalitiesT
Output modalitiesT
Input price$0.95/1M tokens
Output price$4/1M tokens
Context window262.144K
Max output262.144K
Overview

Capabilities and specifications

✓ Reasoning Yes
✓ Tool calling Yes
? Structured output Unknown
✓ Attachments Yes
✓ Vision input Yes
✓ Open weights Yes
Model family
kimi-k2
Knowledge cutoff
2025-01
License
Not documented
Release date
2026-06-12
Model ID
moonshotai/kimi-k2.7-code
Inference availability

Provider pricing and availability

Provider-specific identifiers, limits, and prices per million tokens.

Report a price
Providers offering Kimi K2.7 Code
ProviderProvider model IDContextInputOutputCache readCapabilitiesSource
Alibaba Token Plan (China) kimi-k2.7-code 262.144K Not listed Not listed - ReasoningToolsJSON Docs
Kenari kimi-k2-7-code 262.144K Not listed Not listed - ReasoningToolsJSON Docs
Kimi For Coding k2p7 262.144K Not listed Not listed - ReasoningToolsJSON Docs
Umans AI Coding Plan umans-kimi-k2.7 262.144K Not listed Not listed - ReasoningToolsJSON Docs
Alibaba Token Plan kimi-k2.7-code 262.144K Not listed Not listed - ReasoningToolsJSON Docs
Kimi For Coding kimi-for-coding 262.144K Not listed Not listed - ReasoningToolsJSON Docs
routing.run kimi-k2.7-code 200K $0.275 $1.1 - ReasoningToolsJSON Docs
CrofAI kimi-k2.7-code 262.144K $0.55 $2.25 $0.05 ReasoningToolsJSON Docs
Weights & Biases moonshotai/Kimi-K2.7-Code 262.144K $0.71 $3.5 $0.15 ReasoningToolsJSON Docs
OpenRouter moonshotai/kimi-k2.7-code 262.144K $0.73 $3.5 $0.15 ReasoningToolsJSON Docs
Ambient moonshotai/kimi-k2.7-code 262.144K $0.73 $3.5 $0.15 ReasoningToolsJSON Docs
Deep Infra moonshotai/Kimi-K2.7-Code 262.144K $0.74 $3.5 $0.15 ReasoningToolsJSON Docs
Venice AI kimi-k2-7-code 256K $0.75 $3.5 $0.16 ReasoningToolsJSON Docs
Inceptron moonshotai/Kimi-K2.7-Code 262.144K $0.75 $3.5 $0.2 ReasoningToolsJSON Docs
ai& moonshotai/kimi-k2.7-code 262.144K $0.75 $3.5 - ReasoningToolsJSON Docs
AKI.IO kimi-k2.7-code-1100b 262.144K $0.86 $3 - ReasoningToolsJSON Docs
GreenPT kimi-k2.7-code 262.144K $0.941 $4.389 - ReasoningToolsJSON Docs
Vercel AI Gateway moonshotai/kimi-k2.7-code 256K $0.95 $4 $0.19 ReasoningToolsJSON Docs
Hugging Face moonshotai/Kimi-K2.7-Code 262.144K $0.95 $4 - ReasoningToolsJSON Docs
Moonshot AI kimi-k2.7-code 262.144K $0.95 $4 $0.19 ReasoningToolsJSON Docs
Fireworks AI accounts/fireworks/models/kimi-k2p7-code 262K $0.95 $4 $0.19 ReasoningTools Docs
Cloudflare Workers AI @cf/moonshotai/kimi-k2.7-code 262.144K $0.95 $4 $0.19 ReasoningToolsJSON Docs
OpenCode Go kimi-k2.7-code 262.144K $0.95 $4 $0.19 ReasoningToolsJSON Docs
ZenMux moonshotai/kimi-k2.7-code 262.144K $0.95 $4 $0.16 ReasoningToolsJSON Docs
Neuralwatt moonshotai/Kimi-K2.7-Code 262.144K $0.95 $4 $0.237 ReasoningToolsJSON Docs
Merge Gateway moonshotai/kimi-k2.7-code 262.144K $0.95 $4 - ReasoningToolsJSON Docs
Pioneer moonshotai/Kimi-K2.7-Code 262.144K $0.95 $4 $0.19 ReasoningToolsJSON Docs
LLM Gateway kimi-k2.7-code 262.144K $0.95 $4 $0.19 ReasoningToolsJSON Docs
Moonshot AI (China) kimi-k2.7-code 262.144K $0.95 $4 $0.19 ReasoningToolsJSON Docs
OpenCode Zen kimi-k2.7-code 262.144K $0.95 $4 $0.19 ReasoningToolsJSON Docs
HPC-AI moonshotai/kimi-k2.7-code 256K $0.95 $4 $0.19 ReasoningToolsJSON Docs
EmpirioLabs AI kimi-k2-7-code 256K $0.95 $4 $0.95 ReasoningToolsJSON Docs
Umans AI umans-kimi-k2.7 262.144K $0.95 $4 $0.19 ReasoningToolsJSON Docs
Together AI moonshotai/Kimi-K2.7-Code 262.144K $0.95 $4 $0.19 ReasoningToolsJSON Docs
Databricks databricks-kimi-k2-7-code 262.144K $0.95 $4 $0.19 ReasoningToolsJSON Docs
Baseten moonshotai/Kimi-K2.7-Code 262K $0.95 $4 $0.16 ReasoningToolsJSON Docs
GitHub Copilot kimi-k2.7-code 256K $0.95 $4 $0.19 ReasoningToolsJSON Docs
Synthetic hf:moonshotai/Kimi-K2.7-Code 262.144K $0.95 $4 $0.95 ReasoningToolsJSON Docs
AIHubMix kimi-k2.7-code 262.144K $0.95 $3.999 $0.161 ReasoningToolsJSON Docs
Nebius Token Factory moonshotai/Kimi-K2.7-Code 262.144K $0.95 $4 - ReasoningToolsJSON Docs
NovitaAI moonshotai/kimi-k2.7-code 262.144K $0.95 $4 $0.19 ReasoningToolsJSON Docs
ClinePass cline-pass/kimi-k2.7-code 262.144K $0.95 $4 $0.19 ReasoningToolsJSON Docs
Merge Gateway moonshot/kimi-k2.7-code 262.144K $0.95 $4 $0.19 ReasoningToolsJSON Docs
Charm Hyper kimi-k2.7-code 256K $0.95 $4 $0.19 ToolsJSON Docs
CrossModel moonshot/kimi-k2.7-code 262K $1 $4.16 $0.18 ReasoningToolsJSON Docs
Cortecs kimi-k2.7-code 262.144K $1.28 $4.63 $0.32 ReasoningToolsJSON Docs

Capability badges appear only when the provider catalog explicitly lists support.

Serving quality

Performance and reliability

Observed serving measurements stay separate from model specifications and are never estimated from price or model size.

Throughput Not reported

Generation speed; higher is faster.

Latency / TTFT Not reported

Time until the first output token arrives.

Uptime Not reported

Successful requests over a measured period.

Performance varies by inference provider, region, and load. Provider-level measurements appear only when a source reports them.

Published evaluations

Benchmarks

Raw results remain attached to their original source and version.

Benchmark registry
Agentic Index - Unversioned - indexTop 8 reported models
Claude Opus 5
55.3
GPT-5.6 Sol
54.0
Anthropic: Claude Fable 5 (batch)
52.8
Claude Fable 5
52.8
Kimi K3
50.1
GPT-5.6 Terra
47.4
Anthropic: Claude Opus 4.8 (batch)
47.2
Kimi K2.7 Code
29.6
Coding Index - Unversioned - indexTop 8 reported models
Claude Opus 5
78.0
GPT-5.6 Sol
77.4
GPT-5.6 Terra
76.7
Anthropic: Claude Fable 5 (batch)
76.5
Claude Fable 5
76.5
Kimi K3
76.2
OpenAI: GPT-5.5 (batch)
74.9
Kimi K2.7 Code
60.8
Design Arena: 3d - Unversioned - eloTop 8 reported models
Kimi K3
1456.0
Claude Opus 5
1384.0
Anthropic: Claude Fable 5 (batch)
1373.0
Claude Fable 5
1373.0
Z.ai: GLM 5.2
1366.0
Z.ai: GLM 5.1
1336.0
Anthropic: Claude Opus 4.6 (batch)
1332.0
Kimi K2.7 Code
1300.0
Design Arena: agenticgamedev - Unversioned - eloTop 8 reported models
Anthropic: Claude Fable 5 (batch)
1296.0
Claude Fable 5
1296.0
Anthropic: Claude Opus 4.8 (batch)
1259.0
Anthropic: Claude Opus 4.8
1259.0
Anthropic: Claude Opus 4.7 (batch)
1254.0
Anthropic: Claude Opus 4.7
1254.0
Anthropic: Claude Sonnet 5 (batch)
1238.0
Kimi K2.7 Code
1138.0
Design Arena: androidnative - Unversioned - eloTop 8 reported models
Anthropic: Claude Opus 4.8 (batch)
1337.0
Anthropic: Claude Opus 4.8
1337.0
Anthropic: Claude Fable 5 (batch)
1306.0
Claude Fable 5
1306.0
xAI: Grok 4.5
1280.0
Kimi K2.6
1278.0
Z.ai: GLM 5V Turbo
1267.0
Kimi K2.7 Code
1249.0
Design Arena: asciiart - Unversioned - eloTop 8 reported models
Anthropic: Claude Fable 5 (batch)
1364.0
Claude Fable 5
1364.0
Anthropic: Claude Opus 4.7 (batch)
1324.0
Anthropic: Claude Opus 4.7
1324.0
Muse Spark 1.1
1322.0
Google: Gemini 3.1 Pro Preview (batch)
1309.0
Gemini 3.1 Pro Preview
1309.0
Kimi K2.7 Code
1240.0
Design Arena: codecategories - Unversioned - eloTop 8 reported models
Kimi K3
1418.0
Claude Opus 5
1358.0
Z.ai: GLM 5.2
1346.0
Anthropic: Claude Fable 5 (batch)
1340.0
Claude Fable 5
1340.0
Anthropic: Claude Opus 4.6 (batch)
1324.0
Anthropic: Claude Opus 4.6
1324.0
Kimi K2.7 Code
1292.0
Design Arena: dataviz - Unversioned - eloTop 8 reported models
Kimi K3
1382.0
Claude Opus 5
1378.0
Z.ai: GLM 5.1
1366.0
Google: Gemini 3.6 Flash (batch)
1350.0
Gemini 3.6 Flash
1350.0
Anthropic: Claude Fable 5 (batch)
1349.0
Claude Fable 5
1349.0
Kimi K2.7 Code
1256.0
Design Arena: fullstack - Unversioned - eloTop 8 reported models
Anthropic: Claude Opus 4.7 (batch)
1503.0
Anthropic: Claude Opus 4.7
1503.0
Anthropic: Claude Fable 5 (batch)
1293.0
Claude Fable 5
1293.0
Anthropic: Claude Opus 4.8 (batch)
1289.0
Anthropic: Claude Opus 4.8
1289.0
xAI: Grok 4.5
1282.0
Kimi K2.7 Code
1216.0
Design Arena: gamedev - Unversioned - eloTop 8 reported models
Anthropic: Claude Fable 5 (batch)
1393.0
Claude Fable 5
1393.0
Z.ai: GLM 5.2
1358.0
Anthropic: Claude Sonnet 5 (batch)
1352.0
Claude Sonnet 5
1352.0
OpenAI: GPT-5.5 (batch)
1345.0
GPT-5.5
1345.0
Kimi K2.7 Code
1270.0
Design Arena: godotgamedev - Unversioned - eloTop 8 reported models
Anthropic: Claude Fable 5 (batch)
1349.0
Claude Fable 5
1349.0
Anthropic: Claude Opus 4.7 (batch)
1270.0
Anthropic: Claude Opus 4.7
1270.0
xAI: Grok 4.5
1270.0
Anthropic: Claude Sonnet 5 (batch)
1269.0
Claude Sonnet 5
1269.0
Kimi K2.7 Code
1190.0
Design Arena: htmlslides - Unversioned - eloTop 8 reported models
Anthropic: Claude Fable 5 (batch)
1260.0
Claude Fable 5
1260.0
Anthropic: Claude Opus 4.7 (batch)
1244.0
Anthropic: Claude Opus 4.7
1244.0
Anthropic: Claude Opus 4.8 (batch)
1239.0
Anthropic: Claude Opus 4.8
1239.0
Anthropic: Claude Sonnet 5 (batch)
1234.0
Kimi K2.7 Code
1228.0
Design Arena: mobileapps - Unversioned - eloTop 8 reported models
Anthropic: Claude Opus 4.6 (batch)
1275.0
Anthropic: Claude Opus 4.6
1275.0
Anthropic: Claude Opus 4.8 (batch)
1272.0
Anthropic: Claude Opus 4.8
1272.0
Anthropic: Claude Sonnet 4.6
1267.0
Anthropic: Claude Fable 5 (batch)
1265.0
Claude Fable 5
1265.0
Kimi K2.7 Code
1214.0
Design Arena: python-pptxslides - Unversioned - eloTop 8 reported models
Kimi K3
1380.0
Anthropic: Claude Opus 4.7 (batch)
1336.0
Anthropic: Claude Opus 4.7
1336.0
Anthropic: Claude Fable 5 (batch)
1301.0
Claude Fable 5
1301.0
Anthropic: Claude Opus 4.8 (batch)
1298.0
Anthropic: Claude Opus 4.8
1298.0
Kimi K2.7 Code
1148.0
Design Arena: svg - Unversioned - eloTop 8 reported models
Anthropic: Claude Fable 5 (batch)
1351.0
Claude Fable 5
1351.0
Google: Gemini 3.1 Pro Preview (batch)
1335.0
Gemini 3.1 Pro Preview
1335.0
Google: Gemini 3.5 Flash (batch)
1296.0
Gemini 3.5 Flash
1296.0
Anthropic: Claude Opus 4.6 (batch)
1276.0
Kimi K2.7 Code
1222.0
Design Arena: uicomponent - Unversioned - eloTop 8 reported models
Kimi K3
1413.0
Claude Opus 5
1406.0
Anthropic: Claude Fable 5 (batch)
1350.0
Claude Fable 5
1350.0
Anthropic: Claude Opus 4.7 (batch)
1339.0
Anthropic: Claude Opus 4.7
1339.0
Z.ai: GLM 5.2
1334.0
Kimi K2.7 Code
1296.0
Design Arena: webapps - Unversioned - eloTop 8 reported models
Kimi K3
1329.0
Anthropic: Claude Fable 5 (batch)
1305.0
Claude Fable 5
1305.0
Anthropic: Claude Sonnet 5 (batch)
1304.0
Claude Sonnet 5
1304.0
Anthropic: Claude Opus 4.7 (batch)
1303.0
Anthropic: Claude Opus 4.7
1303.0
Kimi K2.7 Code
1229.0
Design Arena: website - Unversioned - eloTop 8 reported models
Kimi K3
1375.0
Claude Opus 5
1343.0
Z.ai: GLM 5.2
1340.0
Anthropic: Claude Fable 5 (batch)
1323.0
Claude Fable 5
1323.0
xAI: Grok 4.5
1323.0
Google: Gemini 3.6 Flash (batch)
1322.0
Kimi K2.7 Code
1302.0
Intelligence Index - Unversioned - indexTop 8 reported models
Claude Opus 5
60.7
Anthropic: Claude Fable 5 (batch)
59.9
Claude Fable 5
59.9
GPT-5.6 Sol
58.9
Kimi K3
57.1
Anthropic: Claude Opus 4.8 (batch)
55.7
Anthropic: Claude Opus 4.8
55.7
Kimi K2.7 Code
41.9
Kimi Claw 24/7 Bench - Unversioned - score - Kimi Code CLITop 1 reported models
Kimi K2.7 Code
46.9
Kimi Code Bench - v2 - score - Kimi Code CLITop 1 reported models
Kimi K2.7 Code
62.0
MCP Atlas - Unversioned - success rate - Kimi Code CLITop 1 reported models
Kimi K2.7 Code
76.0
MCP Mark Verified - Unversioned - success rate - Kimi Code CLITop 1 reported models
Kimi K2.7 Code
81.1
MLS Bench Lite - Unversioned - score - Kimi Code CLITop 1 reported models
Kimi K2.7 Code
35.1
Program Bench - Unversioned - score - Kimi Code CLITop 1 reported models
Kimi K2.7 Code
53.6
Catalog activity

Recent record changes

Detected changes from successful source imports.

Full change log
Price Completion3.5 → 4.0
Price Prompt0.73 → 0.95
Price Completion4.0 → 3.5
Price Prompt0.95 → 0.73
Price Completion3.5 → 4.0
Price Prompt0.73 → 0.95
Price Completion4.0 → 3.5
Price Prompt0.95 → 0.73
Public API

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Fetch the complete source-linked model record without an API key.

API documentation
Endpoint
GET https://www.modelbench.lol/api/v1/models/moonshotai/kimi-k2.7-code
curl
curl "https://www.modelbench.lol/api/v1/models/moonshotai/kimi-k2.7-code"