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MiMo-V2.6-Flash

XiaomiOpen WeightMIT · Uso Comercial

Descripción

MiMo-V2.6-Flash is Xiaomi's MIT-licensed omnimodal sparse Mixture-of-Experts model with 309B total parameters and 15B active parameters. It supports text, image, video, and audio understanding with a 1,048,576-token context window and text output. MiMo-V2.6 scales reinforcement learning across coding, general agents, visual tasks, and cybersecurity. Xiaomi's launch article is dated September 22, 2026; released weights are named MiMo-V2.6-Flash-RL. Benchmark results are Xiaomi-reported release evaluations, distinct from intermediate live-training checkpoints.

Fecha de lanzamiento
2026-09-21
Parámetros
309.0B
Longitud del contexto
1.0M
Modalidades
audio, image, text, video

Radar de capacidades

27
general
50
coding
50
reasoning
43
scienceest.
50
agents
80
multimodal

Science se estima a partir de las puntuaciones científicas de LLM Stats o del razonamiento cuando no hay benchmarks científicos dedicados.

Rankings

Dominio#PosiciónPuntuaciónFuente
Capacidad agéntica142
26.0
LS
Ranking general35
40.0
AA
Ranking multimodal55
56.0
LS
Ciencia37
38.0
AA

Puntuaciones de benchmarks (LLM Stats)

(LLM Stats (zeroeval))

Agents

Toolathlon-Verified73.6%Aut.
JobBench61.2%Aut.
AutomationBench v1.0.652.3%Aut.
SEC-bench Pro47.5%Aut.
Agents' Last Exam27.6%Aut.
Program Bench26.0%Aut.
ExploitGym6.0%Aut.

Code

CyberGym95.1%Aut.
MiMo Cyber Bench77.2%Aut.
MiMo Visual Coding71.5%Aut.
DeepSWE 1.167.9%Aut.
MiMo Coding Bench61.2%Aut.
ExploitBench25.3%Aut.

Multimodal

OSWorld-Verified80.8%Aut.

Reasoning

Terminal-Bench 2.187.6%Aut.
Terminal-Bench 4.028.8%Aut.

Índices de evaluación AA

(Artificial Analysis)
Strategy And Ops
45.7
Finance And Accounting
36.9
Healthcare And Medical
35.1
Legal
33.8
Economics
32.2
Engineering(Artificial Analysis)
31.0
Intelligence Index(Artificial Analysis)
26.7

Puntuaciones por categoría LLM Stats

(LLM Stats (zeroeval))
Multimodal
80
Vision
80
Knowledge
60
Productivity
60
Reasoning
50
General
50
Agents
50
Code
50
Tool Calling
50
Safety
40

Precios

Precio de entrada$0.14 / 1M tokens
Precio de salida$0.28 / 1M tokens
Precio mixto (3:1)$0.175 / 1M tokens
Precio de lectura caché$0.0028 / 1M tokens

Velocidad

Tokens/seg34.8
Retraso del primer token3.28s
Tiempo hasta la respuesta60.78s

Ranking de Precios por Proveedor

Ranking de Precios por Proveedor

16 proveedores

Más barato: Kilo GatewayMás caro: above.dev
ProveedorEntradaSalida
1Kilo GatewayMás barato
$0.1
$0.28
2XiaomiPRINCIPAL
$0.14
$0.28
3NanoGPT
$0.14
$0.28
4OpenRouter
$0.14
$0.28
5OpenCode Go
$0.14
$0.28
6Ollama Cloud
$0.14
$0.28
7Requesty
$0.14
$0.28
8Vercel AI Gateway
$0.14
$0.28
9DevPass (LLM Gateway)
$0.14
$0.28
10EmpirioLabs AI
$0.14
$0.28
11LLM Gateway
$0.14
$0.28
12Standard Compute
$0.14
$0.28
13Boundless
$0.14
$0.28
14AIHubMix
$0.155
$0.31
15CrossModel
$0.16
$0.32
16above.dev
$0.1692
$0.3385

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Fuentes externas