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Models

Kimi K2.7 Code

kimi-k2.7-codeby KimiZDR (all rungs)

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...

Try in Playground

Context

262K

Max output

262K

Price per million tokens

$0.71in$0.15cached$3.50out

Released

Jun 2026

Waterfall

  1. 1
    Fireworks via Experiential Cloud$0.71/$3.5099.9% up--

Quickstart

I want you to route my LLM calls for "kimi-k2.7-code" through the Experiential gateway instead of calling the provider directly. It speaks the OpenAI Chat Completions API, so this is a base-URL and key swap. Please:

1. Point the client at https://api-pr-1144.preview.experientiallabs.ai/v1 as the base URL.
2. Authenticate with my Experiential API key from the EXPLABS_API_KEY environment variable. If it isn't set, stop and tell me to create one under Settings -> API Keys and export it.
3. Use the model id "kimi-k2.7-code" exactly.
4. Update every place my code builds an LLM client for this model to use that base URL and key, leaving streaming and tool-calls as they are.
5. Make one test call and show me the reply plus the token usage, so we confirm it runs on my Experiential credits.

Tell me which files you changed.
CapabilitiesAccepts text, image

Sampling

Temperature0-2Top-p0-1Top-kStop sequences

Tools & structure

ToolsParallel tool callsStructured output

Streaming

Streaming

Limits

Max output262,144Max-tokens fieldmax_tokens

Sending an unsupported field? See error referenceFireworks docs

Benchmarks5
BenchmarkScoreSource
MMLU-Propublic leaderboard · Aug 202686.4%public leaderboard · Aug 2026
GPQA Diamondpublic leaderboard · Aug 202689.5%public leaderboard · Aug 2026
SWE-bench Verifiedpublic leaderboard · Aug 202678.2%public leaderboard · Aug 2026
LiveBenchpublic leaderboard · Aug 202668.4%public leaderboard · Aug 2026
AIME 2025public leaderboard · Aug 202696.9%public leaderboard · Aug 2026
Providers serving this model2
Status
Azure Foundry via Experiential Cloudexperientialno datano data99.9%#2 / 2262K262K$0.71≈$3.50≈cache$0.15≈-no dataactiveestimated
Fireworks via Experiential Cloudexperientialno datano data99.9%#1 / 2262K262K$0.71≈$3.50≈cache$0.15≈-ZDRactiveestimated
Hugging Face