MoonshotAI: Kimi K2.7 Code (batch)
MoonshotAI Kimi K2.7 Code is designed to handle both text and image inputs within an extensive context length of 262144 tokens, making it suitable for complex tasks that require understanding across large bodies of information. It supports reasoning and tools integration, enabling more practical applications but does not offer structured output directly. This model should be considered by users needing a robust solution for diverse input types and enhanced reasoning capabilities, though its high cost-$0.475 per million input tokens and $2.0 per million output tokens-might limit its suitability for budget-conscious projects. With a blended benchmark score of 73.5 across three independent benchmarks, it performs well but may not yet be the top choice if you require more specialized or up-to-date performance metrics.
Benchmark results
Independent, published benchmarks. Blended score 73.5 across 3 benchmarks, last refreshed 2026-08-07. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| AI Index | broad capability composite | 71.0 |
| AI Index Coding | software engineering tasks | 100.0 |
| AI Index Agentic | multi-step tool-using tasks | 50.0 |
- Model ID
- moonshotai/kimi-k2.7-code:batch
- Vendor
- moonshotai
- Released
- June 2026
- Tokenizer
- Other
- Input Modalities
- text, image
- Output Modalities
- text
- Max Output
- default
- Tool Calling
- ✓ supported
- Structured Output
- ✓ supported
- Reasoning Mode
- ✓ supported
- Vision
- ✓ accepts images
- Audio
- no
- Moderated
- no
What it costs in practice
Computed from the current $0.47/M input and $2.00/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | $0.02 |
| Classify 1,000 customer emails | 500k in / 50k out | $0.34 |
| A month of a busy support chatbot | 5M in / 2M out | $6.38 |
Category rankings
Where MoonshotAI: Kimi K2.7 Code (batch) places across the 10 categories it ranks in. How we rank →
| # | Category | Score |
|---|---|---|
| #6 | JSON ExtractionData · of 25 ranked | 148 |
| #6 | Bulk Data LabelingData · of 25 ranked | 134 |
| #6 | Dataset AnnotationResearch · of 25 ranked | 144 |
| #9 | Customer SupportBusiness · of 25 ranked | 133 |
| #10 | Image CaptioningVision · of 25 ranked | 121 |
| #12 | Short-Form SummarizationWriting · of 25 ranked | 130 |
| #12 | Email DraftingWriting · of 25 ranked | 126 |
| #12 | Language LearningEducation · of 25 ranked | 126 |
| #12 | Chat CompanionPersonal · of 25 ranked | 130 |
| #14 | Trivia & General KnowledgePersonal · of 25 ranked | 120 |
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Quick answers
- How much does MoonshotAI: Kimi K2.7 Code (batch) cost?
- $0.47 per million input tokens and $2.00 per million output tokens.
- What is MoonshotAI: Kimi K2.7 Code (batch)'s context window?
- 262,144 tokens, roughly 393 pages of text in a single request.
- Does MoonshotAI: Kimi K2.7 Code (batch) support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can MoonshotAI: Kimi K2.7 Code (batch) process images?
- Yes, it accepts image input.