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.
Date de sortie
2026-04-20
Paramètres
1.0T
Longueur du contexte
262K
Modalités
image, text, video
Radar de capacités
38
general
39
coding
79
reasoning
53
scienceest.
60
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 | 20 | 68.0 | LS |
| Code Ranking | 69 | 67.0 | AA |
| General Ranking | 88 | 70.0 | AA |
| Multimodal Ranking | 22 | 84.0 | LS |
| Reasoning | 62 | 61.0 | LS |
| Science | 90 | 63.0 | AA |
Scores de benchmarks (LLM Stats)
Agents
BrowseComp
86.3%Aut.
DeepSearchQA
83.0%Aut.
Claw-Eval
80.9%Aut.
WideSearch
80.8%Aut.
OSWorld-Verified
73.1%Aut.
Terminal-Bench 2.0
66.7%Aut.
SWE-Bench Pro
58.6%Aut.
MCP-Mark
55.9%Aut.
Toolathlon
50.0%Aut.
APEX-Agents
27.9%Aut.
Biology
GPQA
90.5%Aut.
SciCode
52.2%Aut.
Code
SWE-Bench Verified
80.2%Aut.
SWE-bench Multilingual
76.7%Aut.
General
LiveCodeBench v6
89.6%Aut.
MMMU-Pro
80.1%Aut.
Math
AIME 2026
96.4%Aut.
MathVision
93.2%Aut.
HMMT Feb 26
92.7%Aut.
IMO-AnswerBench
86.0%Aut.
Humanity's Last Exam
36.4%Aut.
Multimodal
V*
96.9%Aut.
CharXiv-R
86.7%Aut.
BabyVision
68.5%Aut.
Reasoning
OJBench
60.6%Aut.
Indices d'évaluation AA
Intelligence Index43.0
Coding Index38.4
Tau20.9
Gpqa0.8
Lcr0.6
Ifbench0.4
Scicode0.4
Terminalbench Hard0.4
Hle0.2
Scores par catégorie LLM Stats
Vision80
Coding80
Frontend Development80
General80
Math80
Multimodal80
Reasoning80
Search80
Agents70
Biology70
Chemistry70
Code70
Physics70
Tool Calling60
Tarification
Prix d'entrée$0.95 / 1M tokens
Prix de sortie$4 / 1M tokens
Prix mixte (3:1)$1.712 / 1M tokens
Vitesse
Tokens/sec28.5 tokens/s
Délai du premier token1.71s
Temps de réponse1.71s
Fournisseurs disponibles
(Unités internes LS)| Fournisseur | Prix d'entrée | Prix de sortie |
|---|---|---|
| Novita | 950K | 4.0M |
| Moonshot AI | 950K | 4.0M |