MoonshotAi

Kimi K2.7 Code

MoonshotAiSpecialized
ThinkingTool UseVisionStructured Output

About this model

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...

Performance Tier

Specialized

Kimi K2.7 Code is a specialized model from MoonshotAi : built for a specific domain.

Domain-specific model. Optimized for a particular task such as code generation, image creation, or web search.

Pricing

This model is included in Elosia plans
Moderate

Moderate cost. A balanced choice for regular use without constant cap watching.

Typeper 1M tokens
Input (prompt)$0.680
Output (completion)$3.41
Cache read$0.144

Capabilities

Context Length262K
Max Output Tokens262K
TokenizerOther
Inputtext, image
Outputtext
Release DateJune 12, 2026

Recommended Use Cases

Coding

Strengths

  • Code-specialized variant of Kimi K2.6, tuned for long-horizon software engineering and agentic coding
  • Frontier-scale open weights — 1T-parameter MoE (32B active) under a permissive Modified MIT license, self-hostable
  • ~30% fewer reasoning tokens than Kimi K2.6 at equal-or-better coding scores — lower cost per agentic task
  • 256K context with text + image input via the MoonViT vision encoder, uncommon for a code-focused model
  • Cost-efficient at $0.61/M input and $3.07/M output versus Western flagship coding models

Limitations

  • Code-specialized — Moonshot recommends Kimi K2.6 for writing, analysis and general conversation
  • Moonshot publishes only proprietary in-house benchmarks; no independent public-suite scores
  • Forced thinking mode (no instant mode) and 1T total parameters make self-hosting and simple calls resource-intensive

Resources

This model may use your data for training

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