moonshotai

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.

Quality Score
100/100
price + capability + benchmarks
Input Price
$0.67
per 1M tokens
Output Price
$3.40
per 1M tokens
Context Window
262,144
tokens

Benchmark results

Independent, published benchmarks. Blended score 73.5 across 3 benchmarks, last refreshed 2026-08-13. How scoring works →

BenchmarkMeasuresScore
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 →

JobTokensCost
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.

DateInput /MOutput /MContext
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 →

#CategoryScore
#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

Similar models

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.