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.
Date de sortie
2026-01-27
Paramètres
1.0T
Longueur du contexte
262K
Modalités
image, text, video
Radar de capacités
32
general
28
coding
79
reasoning
52
scienceest.
50
agents
80
multimodal
Science utilise un proxy de raisonnement lorsque les benchmarks scientifiques dédiés ne sont pas disponibles.
Classements
| Domaine | #Rang | Score | Source |
|---|---|---|---|
| Agents & Tools | 34 | 62.0 | LS |
| Code Ranking | 154 | 49.0 | AA |
| General Ranking | 131 | 61.0 | AA |
| Multimodal Ranking | 58 | 71.0 | LS |
| Reasoning | 67 | 57.0 | LS |
| Science | 117 | 58.0 | AA |
Scores de benchmarks (LLM Stats)
Agents
WideSearch
79.0%Aut.
DeepSearchQA
77.1%Aut.
BrowseComp
74.9%Aut.
PaperBench
63.5%Aut.
Terminal-Bench 2.0
50.8%Aut.
SWE-Bench Pro
50.7%Aut.
CyberGym
41.3%Aut.
Biology
GPQA
87.6%Aut.
SciCode
48.7%Aut.
Code
SWE-Bench Verified
76.8%Aut.
SWE-bench Multilingual
73.0%Aut.
OJBench (C++)
57.4%Aut.
Economics
FinSearchComp T2&T3
67.8%Aut.
Finance
MMLU-Pro
87.1%Aut.
General
LiveCodeBench v6
85.0%Aut.
MMMU-Pro
78.5%Aut.
SimpleVQA
0.71 / 100Aut.
LongBench v2
61.0%Aut.
Healthcare
VideoMMMU
86.6%Aut.
Image To Text
OCRBench
92.3%Aut.
Long Context
LongVideoBench
79.8%Aut.
LVBench
75.9%Aut.
AA-LCR
70.0%Aut.
Math
AIME 2025
96.1%Aut.
HMMT 2025
95.4%Aut.
MathVista-Mini
90.1%Aut.
MathVision
84.2%Aut.
IMO-AnswerBench
81.8%Aut.
Humanity's Last Exam
50.2%Aut.
Multimodal
InfoVQAtest
92.6%Aut.
OmniDocBench 1.5
88.8%Aut.
Video-MME
87.4%Aut.
MMVU
80.4%Aut.
CharXiv-R
77.5%Aut.
MotionBench
70.4%Aut.
WorldVQA
46.3%Aut.
ZEROBench
0.11 / 100Aut.
Reasoning
Seal-0
57.4%Aut.
Indices d'évaluation AA
Intelligence Index37.3
Coding Index25.8
Tau20.8
Gpqa0.8
Lcr0.6
Ifbench0.4
Scicode0.4
Terminalbench Hard0.2
Hle0.1
Scores par catégorie LLM Stats
Finance90
Language90
Legal90
Video80
Vision80
Frontend Development80
Image To Text80
Long Context80
Math80
Multimodal80
Structured Output70
Biology70
Chemistry70
General70
Healthcare70
Physics70
Reasoning70
Search70
Agents60
Code60
Tool Calling50
Safety40
Tarification
Prix d'entrée$0.6 / 1M tokens
Prix de sortie$3 / 1M tokens
Prix mixte (3:1)$1.2 / 1M tokens
Vitesse
Tokens/sec45.6 tokens/s
Délai du premier token1.22s
Temps de réponse1.22s
Fournisseurs disponibles
(Unités internes LS)| Fournisseur | Prix d'entrée | Prix de sortie |
|---|---|---|
| Moonshot AI | 600K | 3.0M |
| Fireworks | 600K | 3.0M |