MoonshotAI: Kimi K2.7 Code
MoonshotAI Kimi K2.7 Code is a powerful AI model capable of handling both text and image inputs with a context length of 262,144 tokens. It supports reasoning and tools but does not generate structured output, making it versatile for various tasks that require contextual understanding and interaction. This model should be considered by those who need to process both textual and visual data efficiently, though its high price point-$0.67 per million input tokens and $3.4 per million output tokens-might make it less suitable for frequent use or large-scale projects unless the specific requirements justify the cost. With a blended benchmark score of 73.5 across three independent tests, Kimi K2.7 Code offers solid performance but may not be the top choice if you are prioritizing absolute scores in all categories.
Benchmark results
Independent, published benchmarks. Blended score 73.5 across 3 benchmarks, last refreshed 2026-08-13. 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
- Vendor
- moonshotai
- Released
- June 2026
- Tokenizer
- Other
- Input Modalities
- text, image
- Output Modalities
- text
- Max Output
- 262,144 tokens
- 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 $0.67/M input and $3.40/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | $0.03 |
| Classify 1,000 customer emails | 500k in / 50k out | $0.51 |
| A month of a busy support chatbot | 5M in / 2M out | $10.15 |
Price & spec history
Tracked daily by PicksByModel since 2026-07-17.
| Date | Input /M | Output /M | Context |
|---|---|---|---|
| 2026-08-13 | $0.67 | $3.40 | 262,144 |
| 2026-08-06 | $0.70 | $3.50 | 262,144 |
| 2026-07-27 | $0.73 | $3.50 | 262,144 |
| 2026-07-26 | $0.75 | $3.50 | 262,144 |
| 2026-07-25 | $0.78 | $3.50 | 262,144 |
| 2026-07-24 | $0.71 | $3.50 | 262,144 |
| 2026-07-21 | $0.82 | $3.75 | 262,144 |
| 2026-07-19 | $0.85 | $3.80 | 262,144 |
| 2026-07-18 | $1.00 | $4.40 | 262,144 |
| 2026-07-17 | $0.75 | $3.50 | 262,144 |
Category rankings
Where MoonshotAI: Kimi K2.7 Code places across the 10 categories it ranks in. How we rank →
| # | Category | Score |
|---|---|---|
| #9 | JSON ExtractionData · of 25 ranked | 147 |
| #9 | Dataset AnnotationResearch · of 25 ranked | 143 |
| #10 | Image CaptioningVision · of 25 ranked | 121 |
| #15 | Bulk Data LabelingData · of 25 ranked | 134 |
| #15 | Customer SupportBusiness · of 25 ranked | 133 |
| #18 | Trivia & General KnowledgePersonal · of 25 ranked | 120 |
| #19 | Short-Form SummarizationWriting · of 25 ranked | 130 |
| #19 | Chat CompanionPersonal · of 25 ranked | 130 |
| #21 | Email DraftingWriting · of 25 ranked | 126 |
| #21 | Language LearningEducation · of 25 ranked | 126 |
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Quick answers
- How much does MoonshotAI: Kimi K2.7 Code cost?
- $0.67 per million input tokens and $3.40 per million output tokens.
- What is MoonshotAI: Kimi K2.7 Code's context window?
- 262,144 tokens, roughly 393 pages of text in a single request.
- Does MoonshotAI: Kimi K2.7 Code support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can MoonshotAI: Kimi K2.7 Code process images?
- Yes, it accepts image input.