Kimi K2.6 (Non-reasoning)
KimiKimiOpen WeightModified MIT License
Description
Kimi K2.6 is Moonshot AI's open-source, native multimodal agentic model focused on state-of-the-art coding, long-horizon execution, and agent swarm capabilities. It scales horizontally to 300 sub-agents executing 4,000 coordinated steps, dynamically decomposing tasks into parallel, domain-specialized subtasks. K2.6 unifies text, image, and video input with thinking and non-thinking modes, supports a 256K context, and powers proactive 24/7 background agents that manage schedules, execute code, and orchestrate cross-platform operations without human oversight.
Release Date
2026-04-20
Parameters
1.0T
Context Length
262K
Modalities
image, text, video
Capability Radar
31
general
40
coding
79
reasoning
53
scienceest.
60
agents
80
multimodal
Science uses a reasoning proxy when dedicated science benchmarks are unavailable.
Rankings
| Domain | #Rank | Score | Source |
|---|---|---|---|
| Agentic Capability | 36 | 60.0 | LS |
| Code Ranking | 94 | 68.0 | AA |
| General Ranking | 99 | 64.0 | AA |
| Multimodal Ranking | 24 | 84.0 | LS |
| Reasoning | 66 | 61.0 | LS |
| Science | 111 | 60.0 | AA |
Benchmark Scores (LLM Stats)
Agents
GDPval-AA
1202.00 / 3000SR
BrowseComp
86.3%SR
DeepSearchQA
83.0%SR
Claw-Eval
80.9%SR
WideSearch
80.8%SR
OSWorld-Verified
73.1%SR
Terminal-Bench 2.0
66.7%SR
SWE-Bench Pro
58.6%SR
MCP-Mark
55.9%SR
Toolathlon
50.0%SR
Finance Agent v2
44.9%SR
APEX-Agents
27.9%SR
FrontierSWE
27.0%SR
Biology
GPQA
90.5%SR
SciCode
52.2%SR
Code
SWE-Bench Verified
80.2%SR
SWE-bench Multilingual
76.7%SR
General
LiveCodeBench v6
89.6%SR
MMMU-Pro
80.1%SR
LiveBench
72.2%SR
Math
AIME 2026
96.4%SR
MathVision
93.2%SR
HMMT Feb 26
92.7%SR
IMO-AnswerBench
86.0%SR
Humanity's Last Exam
36.4%SR
Multimodal
V*
96.9%SR
CharXiv-R
86.7%SR
BabyVision
68.5%SR
Reasoning
OJBench
60.6%SR
AA Evaluation Indices
Intelligence Index34.6
Tau20.9
Gpqa0.8
Lcr0.6
Ifbench0.4
Scicode0.4
Terminalbench Hard0.4
Hle0.2
LLM Stats Category Scores
Legal100
Finance100
General100
Agents93
Reasoning51
Math80
Multimodal80
Search80
Frontend Development80
Coding80
Vision80
Physics70
Biology70
Chemistry70
Code60
Tool Calling60
Pricing
Input Price$0.95 / 1M tokens
Output Price$4 / 1M tokens
Blended Price (3:1)$1.712 / 1M tokens
Cache Read Price$0.16 / 1M tokens
Speed
Tokens/sec63.9
Time to First Token1.18s
Time to Answer1.18s
Provider Price Ranking
Provider Price Ranking
16 providers
Cheapest: FireworksMost Expensive: Auriko
ProviderInputOutput
1FireworksCheapest
$0
$0
2Moonshot AI
$0
$0
3Novita
$0
$0
4CrofAI
$0.5
$1.99
5Cortecs
$0.81
$3.54
6Alibaba (China)
$0.929
$3.858
7KimiPRIMARY
$0.95
$4
8OpenCode Go
$0.95
$4
9OpenCode Zen
$0.95
$4
10AIHubMix
$0.95
$4
11Moonshot AI (China)
$0.95
$4
12Azure Cognitive Services
$0.95
$4
13DigitalOcean
$0.95
$4
14LLM Gateway
$0.95
$4
15Azure
$0.95
$4
16Auriko
$0.95
$4
Compare pricing across different API providers for this model.