moonshotai

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.

Quality Score
100/100
price + capability + benchmarks
Input Price
$0.47
per 1M tokens
Output Price
$2.00
per 1M tokens
Context Window
262,144
tokens

Benchmark results

Independent, published benchmarks. Blended score 73.5 across 3 benchmarks, last refreshed 2026-08-07. 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: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 →

JobTokensCost
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 →

#CategoryScore
#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.