Favicon for moonshotai

MoonshotAI: Kimi K2.7 Code

MoonshotAI: Kimi K2.7 Code is a coding-focused model in Moonshot AI's Kimi K2 family, built to complete end-to-end programming tasks reliably over long contexts. It uses a native multimodal mixture-of-experts architecture that accepts text and image input, and it always operates in a thinking mode, preserving full reasoning content across multi-turn conversations. With a 256K-token context window, it targets long-horizon coding, agentic task decomposition, and multi-turn dialogue. The model activates 32B parameters out of roughly 1T total.

Modalities
In / out price
$0.60 / $3per 1M
Context
262K
Released
Jun 12, 2026

Providers

Different companies host the same model. OpenRouter routes your request to one of them based on the routing mode you pick: Balanced (price + speed), Nitro (fastest), or Floor (cheapest).

Pricing

The average price customers actually pay for this model, next to the prices providers post. Caching and discounts mean the price actually paid is often well below the listed one.

Weighted average

Input
$0.2717/M tokens
Output
$3.552/M tokens
Price history
No effective price data for this selection

Performance

Throughput is how fast the model writes (tokens per second — higher is better). Latency is total round-trip time (lower is better). TTFT is time-to-first-token — how long before you see anything appear (lower is better).

Throughput
96tok/s

P50, best across providers

Latency
0.80s

P50, best provider

AutoExacto benchmarks
GPQA DiamondTAU-BenchVenice92.3%73.1%Moonshot AI88.9%74.2%Moonshot AI (Highspeed)87.7%74.7%Cloudflare88.9%73.5%auto-routing87.4%74.4%Nebius88.2%73.6%
+8 more providers

Uptime

Uptime is the percentage of the past 3 days that at least one provider was responding to requests. Availability is the percentage of time that inference was successfully served. OpenRouter continuously monitors and uses the next-best provider when one returns an error.

Uptime (3d)The model was reachable. Request routed to a provider.
100.00%
Availability (3d)The model returned inference from any provider. Errors and empty responses count against it.
99.12%

Availability over the last 3 days

Last 72 hours
Availability 99.12%
3 Days Ago2 Days AgoYesterdayNow

Availability over the last 24 hours

OpenRouter Availability
98.79%
Without Routing
96.97%

When an error occurs in an upstream provider, we can recover by routing to another healthy provider, if your request filters allow it. You can access per-provider uptime data programmatically through the Endpoints API. Learn more about our load balancing and provider routing options.

Benchmarks

Scores on standardized evaluations and this model’s own outputs on shared benchmark prompts. Higher percentages are better — and each rank shows where this model lands among the models evaluated on that source.

Benchmark score summary for MoonshotAI: Kimi K2.7 Code (Artificial Analysis, Design Arena and Vals AI)
SourceBenchmarkScore
Artificial AnalysisKimi K2.7 Code Coding Index60.8
Artificial AnalysisKimi K2.7 Code Agentic Index21.0
Artificial AnalysisKimi K2.7 Code GPQA Diamond89.6%
Artificial AnalysisKimi K2.7 Code HLE35.0%
Artificial AnalysisKimi K2.7 Code IFBench63.1%
Artificial AnalysisKimi K2.7 Code τ²-Bench Telecom90.1%
Artificial AnalysisKimi K2.7 Code AA-LCR79.3%
Artificial AnalysisKimi K2.7 Code τ-Bench Banking20.2%
Artificial AnalysisKimi K2.7 Code GDPval-AA27.3%
Artificial AnalysisKimi K2.7 Code CritPt10.0%
Artificial AnalysisKimi K2.7 Code SciCode47.8%
Artificial AnalysisKimi K2.7 Code Terminal-Bench Hard44.7%
Artificial AnalysisKimi K2.7 Code Terminal-Bench 4.01.0%
Artificial AnalysisKimi K2.7 Code Terminal-Bench 2.167.4%
Design ArenaKimi K2.7 Code Agents Arena Agenticgamedev Elo1074
Design ArenaKimi K2.7 Code Agents Arena Androidnative Elo1130
Design ArenaKimi K2.7 Code Agents Arena Full Stack Elo1148
Design ArenaKimi K2.7 Code Agents Arena Godotgamedev Elo1125
Design ArenaKimi K2.7 Code Agents Arena Htmlslides Elo1097
Design ArenaKimi K2.7 Code Agents Arena Mobile Apps Elo1134
Design ArenaKimi K2.7 Code Agents Arena Python-Pptxslides Elo1119
Design ArenaKimi K2.7 Code Agents Arena Webapps Elo1153
Design ArenaKimi K2.7 Code Models Arena 3D Elo1219
Design ArenaKimi K2.7 Code Models Arena Asciiart Elo1185
Design ArenaKimi K2.7 Code Models Arena Code Categories Elo1243
Design ArenaKimi K2.7 Code Models Arena Data Visualization Elo1221
Design ArenaKimi K2.7 Code Models Arena Game Development Elo1210
Design ArenaKimi K2.7 Code Models Arena SVG Elo1164
Design ArenaKimi K2.7 Code Models Arena UI Component Elo1251
Design ArenaKimi K2.7 Code Models Arena Website Elo1258
Vals AIKimi K2.7 Code Code Migration25.4%
Vals AIKimi K2.7 Code LiveCodeBench82.0%
Vals AIKimi K2.7 Code ProgramBench0.0%
Vals AIKimi K2.7 Code SkillsBench50.0%
Vals AIKimi K2.7 Code SWE-bench78.2%
Vals AIKimi K2.7 Code Terminal-Bench 2.167.0%
Vals AIKimi K2.7 Code Vibe Code Bench v1.147.2%

Apps

Public apps that send the most traffic to this model. Good signal for what real production workloads look like — and a hint at which use cases this model is best suited for.

1.
Favicon for https://claude.ai/apple-touch-icon.png
Claude Code
60.2Btokens
2.
Favicon for https://janitorai.com/
Janitor AI
12.3Btokens
3.
Favicon for https://nousresearch.com
Hermes Agent
11.7Btokens
4.
Favicon for https://openclaw.ai/
OpenClaw
7.91Btokens
5.
Favicon for https://pi.dev/
pi
7.02Btokens
Top 5 Apps
4.17B
Rest of OpenRouter
2.03B

Activity

Token volume and request traffic to this model over time.

API

Drop-in code to call this model. OpenRouter's API is OpenAI-compatible — most SDKs work by just swapping the base URL. The only thing that changes between models is the model slug below.

Available through EU in-region routing

MoonshotAI: Kimi K2.7 Code is available through EU in-region routing. Requests sent to eu.openrouter.ai are decrypted in the EU and routed only to shared provider endpoints in Europe (the EU/EEA, the UK, and Switzerland).

Providers in Europe
Inceptron
Prices in Europe
  • Inceptron: $0.60/M tokens input, $3.50/M tokens output
Base URL
https://eu.openrouter.ai/api/v1
Plan
Requires Business or Enterprise. Self-serve on Business: no contract, no monthly minimum. OpenRouter Business for EU in-region routing

Fails closed: if no shared provider endpoint in Europe is available, the request errors instead of leaving the region. Requests served by your own BYOK key go to your deployment’s region, which you control. In-region routing docs

Frequently asked questions