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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

31
general
40
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#PosiciónPuntuaciónFuente
Capacidad agéntica36
60.0
LS
Ranking de codificación94
68.0
AA
Ranking general99
64.0
AA
Ranking multimodal24
84.0
LS
Razonamiento66
61.0
LS
Ciencia111
60.0
AA

Puntuaciones de benchmarks (LLM Stats)

Agents

GDPval-AA1202.00 / 3000Aut.
BrowseComp86.3%Aut.
DeepSearchQA83.0%Aut.
Claw-Eval80.9%Aut.
WideSearch80.8%Aut.
OSWorld-Verified73.1%Aut.
Terminal-Bench 2.066.7%Aut.
SWE-Bench Pro58.6%Aut.
MCP-Mark55.9%Aut.
Toolathlon50.0%Aut.
Finance Agent v244.9%Aut.
APEX-Agents27.9%Aut.
FrontierSWE27.0%Aut.

Biology

GPQA90.5%Aut.
SciCode52.2%Aut.

Code

SWE-Bench Verified80.2%Aut.
SWE-bench Multilingual76.7%Aut.

General

LiveCodeBench v689.6%Aut.
MMMU-Pro80.1%Aut.
LiveBench72.2%Aut.

Math

AIME 202696.4%Aut.
MathVision93.2%Aut.
HMMT Feb 2692.7%Aut.
IMO-AnswerBench86.0%Aut.
Humanity's Last Exam36.4%Aut.

Multimodal

V*96.9%Aut.
CharXiv-R86.7%Aut.
BabyVision68.5%Aut.

Reasoning

OJBench60.6%Aut.

Índices de evaluación AA

Intelligence Index
34.6
Tau2
0.9
Gpqa
0.8
Lcr
0.6
Ifbench
0.4
Scicode
0.4
Terminalbench Hard
0.4
Hle
0.2

Puntuaciones por categoría LLM Stats

Legal
100
Finance
100
General
100
Agents
93
Reasoning
51
Math
80
Multimodal
80
Search
80
Frontend Development
80
Coding
80
Vision
80
Physics
70
Biology
70
Chemistry
70
Code
60
Tool Calling
60

Precios

Precio de entrada$0.95 / 1M tokens
Precio de salida$4 / 1M tokens
Precio mixto (3:1)$1.712 / 1M tokens
Precio de lectura caché$0.16 / 1M tokens

Velocidad

Tokens/seg63.9
Retraso del primer token1.14s
Tiempo hasta la respuesta1.14s

Ranking de Precios por Proveedor

Ranking de Precios por Proveedor

16 proveedores

Más barato: FireworksMás caro: Auriko
ProveedorEntradaSalida
1FireworksMás barato
$0
$0
2Novita
$0
$0
3Moonshot AI
$0
$0
4CrofAI
$0.5
$1.99
5Cortecs
$0.81
$3.54
6Alibaba (China)
$0.929
$3.858
7KimiPRINCIPAL
$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

Comparar precios entre diferentes proveedores de API para este modelo.

Fuentes externas