Kimi K2.5 (Non-reasoning)
KimiKimiOpen WeightMIT · Commercial OK
Description
Kimi K2.5 is Moonshot AI's flagship agentic model and a new SOTA open model. It unifies vision and text, thinking and non-thinking modes, and single-agent and multi-agent execution into one model. Built with Full-Parameter RL tuning, it achieves state-of-the-art performance across agents, coding, image, and video benchmarks.
Release Date
2026-01-27
Parameters
1.0T
Context Length
262K
Modalities
image, text, video
Capability Radar
26
general
40
coding
79
reasoning
52
scienceest.
50
agents
80
multimodal
Science uses a reasoning proxy when dedicated science benchmarks are unavailable.
Rankings
| Domain | #Rank | Score | Source |
|---|---|---|---|
| Agentic Capability | 42 | 59.0 | LS |
| Code Ranking | 168 | 54.0 | AA |
| General Ranking | 157 | 56.0 | AA |
| Multimodal Ranking | 66 | 71.0 | LS |
| Reasoning | 72 | 57.0 | LS |
| Science | 139 | 56.0 | AA |
Benchmark Scores (LLM Stats)
Agents
WideSearch
79.0%SR
DeepSearchQA
77.1%SR
BrowseComp
74.9%SR
PaperBench
63.5%SR
Terminal-Bench 2.0
50.8%SR
SWE-Bench Pro
50.7%SR
CyberGym
41.3%SR
FrontierSWE
26.0%SR
Biology
GPQA
87.6%SR
SciCode
48.7%SR
Code
SWE-Bench Verified
76.8%SR
SWE-bench Multilingual
73.0%SR
OJBench (C++)
57.4%SR
Economics
FinSearchComp T2&T3
67.8%SR
Finance
MMLU-Pro
87.1%SR
General
LiveCodeBench v6
85.0%SR
MMMU-Pro
78.5%SR
SimpleVQA
0.71 / 100SR
LiveBench
69.1%SR
LongBench v2
61.0%SR
Healthcare
VideoMMMU
86.6%SR
Image To Text
OCRBench
92.3%SR
Long Context
LongVideoBench
79.8%SR
LVBench
75.9%SR
AA-LCR
70.0%SR
Math
AIME 2025
96.1%SR
HMMT 2025
95.4%SR
MathVista-Mini
90.1%SR
MathVision
84.2%SR
IMO-AnswerBench
81.8%SR
Humanity's Last Exam
50.2%SR
Multimodal
InfoVQAtest
92.6%SR
OmniDocBench 1.5
88.8%SR
Video-MME
87.4%SR
MMVU
80.4%SR
CharXiv-R
77.5%SR
MotionBench
70.4%SR
WorldVQA
46.3%SR
ZEROBench
0.11 / 100SR
Reasoning
Seal-0
57.4%SR
AA Evaluation Indices
Intelligence Index29.4
Tau20.8
Gpqa0.8
Lcr0.6
Ifbench0.4
Scicode0.4
Terminalbench Hard0.2
Hle0.1
LLM Stats Category Scores
Language90
Legal90
Finance90
Image To Text80
Long Context80
Math80
Multimodal80
Frontend Development80
Video80
Vision80
Physics70
Reasoning70
Search70
Structured Output70
General70
Healthcare70
Biology70
Chemistry70
Agents60
Code50
Tool Calling50
Safety40
Pricing
Input Price$0.6 / 1M tokens
Output Price$3 / 1M tokens
Blended Price (3:1)$1.2 / 1M tokens
Cache Read Price$0.1 / 1M tokens
Speed
Tokens/sec37.8
Time to First Token1.25s
Time to Answer1.25s
Provider Price Ranking
Provider Price Ranking
17 providers
Cheapest: NanoGPTMost Expensive: Moonshot AI
ProviderInputOutput
1NanoGPTCheapest
$0.3
$1.9
2CrofAI
$0.35
$1.7
3DigitalOcean
$0.5
$2.7
4Auriko
$0.5
$2.8
5Cortecs
$0.55
$2.76
6Alibaba (China)
$0.574
$2.411
7KimiPRIMARY
$0.6
$3
8Abacus
$0.6
$3
9OpenCode Go
$0.6
$3
10OpenCode Zen
$0.6
$3
11FrogBot
$0.6
$3
12AIHubMix
$0.6
$3
13Moonshot AI (China)
$0.6
$3
14Azure Cognitive Services
$0.6
$3
15LLM Gateway
$0.6
$3
16Azure
$0.6
$3
17Moonshot AI
$0.6
$3
Compare pricing across different API providers for this model.