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Kimi K2.7 Code

KimiKimi
Release Date
2026-06-12
Parameters
Context Length
262K
Modalities
image, text, video

Capability Radar

40
general
46
coding
90
reasoning
64
scienceest.
50
agents
80
multimodal

Science uses a reasoning proxy when dedicated science benchmarks are unavailable.

Rankings

Domain#RankScoreSource
Code Ranking31
77.0
AA
General Ranking48
75.0
AA
Science29
78.0
AA

Benchmark Scores (LLM Stats)

Agents

WideSearch79.0%SR
DeepSearchQA77.1%SR
BrowseComp74.9%SR
PaperBench63.5%SR
Terminal-Bench 2.050.8%SR
SWE-Bench Pro50.7%SR
CyberGym41.3%SR
FrontierSWE26.0%SR

Biology

GPQA87.6%SR
SciCode48.7%SR

Code

SWE-Bench Verified76.8%SR
SWE-bench Multilingual73.0%SR
OJBench (C++)57.4%SR

Economics

FinSearchComp T2&T367.8%SR

Finance

MMLU-Pro87.1%SR

General

LiveCodeBench v685.0%SR
MMMU-Pro78.5%SR
SimpleVQA0.71 / 100SR
LiveBench69.1%SR
LongBench v261.0%SR

Healthcare

VideoMMMU86.6%SR

Image To Text

OCRBench92.3%SR

Long Context

LongVideoBench79.8%SR
LVBench75.9%SR
AA-LCR70.0%SR

Math

AIME 202596.1%SR
HMMT 202595.4%SR
MathVista-Mini90.1%SR
MathVision84.2%SR
IMO-AnswerBench81.8%SR
Humanity's Last Exam50.2%SR

Multimodal

InfoVQAtest92.6%SR
OmniDocBench 1.588.8%SR
Video-MME87.4%SR
MMVU80.4%SR
CharXiv-R77.5%SR
MotionBench70.4%SR
WorldVQA46.3%SR
ZEROBench0.11 / 100SR

Reasoning

Seal-057.4%SR

AA Evaluation Indices

Coding Index
45.6
Intelligence Index
41.9
Tau2
0.9
Gpqa
0.9
Terminalbench V2 1
0.7
Lcr
0.7
Ifbench
0.6
Scicode
0.5
Terminalbench Hard
0.4
Hle
0.3
Tau Banking
0.2

LLM Stats Category Scores

Language
90
Legal
90
Finance
90
Image To Text
80
Long Context
80
Math
80
Multimodal
80
Frontend Development
80
Video
80
Vision
80
Search
70
Structured Output
70
Physics
70
Reasoning
70
General
70
Healthcare
70
Biology
70
Chemistry
70
Agents
60
Code
50
Tool Calling
50
Safety
40

Pricing

Input Price$0.95 / 1M tokens
Output Price$4 / 1M tokens
Blended Price (3:1)$1.712 / 1M tokens
Cache Read Price$0.19 / 1M tokens

Speed

Tokens/sec51.2
Time to First Token1.20s
Time to Answer40.26s

Provider Price Ranking

Provider Price Ranking

11 providers

Cheapest: OpenRouterMost Expensive: Moonshot AI
ProviderInputOutput
1OpenRouterCheapest
$0.74
$3.5
2Ambient
$0.75
$3.5
3Venice AI
$0.9
$4.3
4KimiPRIMARY
$0.95
$4
5Baseten
$0.95
$4
6Vercel AI Gateway
$0.95
$4
7Cloudflare Workers AI
$0.95
$4
8Neuralwatt
$0.95
$4
9Together AI
$0.95
$4
10Moonshot AI (China)
$1.9
$8
11Moonshot AI
$1.9
$8

Compare pricing across different API providers for this model.

External Sources