Kimi K2.6 (Non-reasoning)
KimiKimiOpen WeightModified MIT License
Descripción
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.
Fecha de lanzamiento
2026-04-20
Parámetros
1.0T
Longitud del contexto
262K
Modalidades
image, text, video
Radar de capacidades
38
general
39
coding
79
reasoning
53
scienceest.
60
agents
80
multimodal
Science usa un proxy de razonamiento cuando los benchmarks científicos dedicados no están disponibles.
Rankings
| Dominio | #Posición | Puntuación | Fuente |
|---|---|---|---|
| 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 |
Puntuaciones 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.
Índices de evaluación AA
Intelligence Index43.0
Coding Index38.4
Tau20.9
Gpqa0.8
Lcr0.6
Ifbench0.4
Scicode0.4
Terminalbench Hard0.4
Hle0.2
Puntuaciones por categoría LLM Stats
Vision80
Coding80
Frontend Development80
General80
Math80
Multimodal80
Reasoning80
Search80
Agents70
Biology70
Chemistry70
Code70
Physics70
Tool Calling60
Precios
Precio de entrada$0.95 / 1M tokens
Precio de salida$4 / 1M tokens
Precio mixto (3:1)$1.712 / 1M tokens
Velocidad
Tokens/seg28.5 tokens/s
Retraso del primer token1.71s
Tiempo hasta la respuesta1.71s
Proveedores disponibles
(Unidades internas LS)| Proveedor | Precio de entrada | Precio de salida |
|---|---|---|
| Novita | 950K | 4.0M |
| Moonshot AI | 950K | 4.0M |