Saltar al contenido principal

MiniMax-M2.5

MiniMaxMiniMaxOpen WeightMIT · Commercial OK

Descripción

MiniMax M2.5 is the world's first production-level model designed natively for Agent scenarios. Building on the M2.1 foundation, M2.5 delivers significant improvements in programming, tool calling, search, and office productivity. With only 10B activation parameters from its 230B MoE architecture, it achieves competitive performance against top international models like Claude Opus 4.6 while maintaining high throughput and efficient inference. M2.5 supports full-stack development for PC, App, and cross-platform applications, and excels in agentic workflows including automated customer support, data-analysis pipelines, and complex task execution.

Fecha de lanzamiento
2026-02-12
Parámetros
230.0B
Longitud del contexto
197K
Modalidades
image, text

Radar de capacidades

37
general
38
coding
85
reasoning
57
scienceest.
70
agents
60
multimodal

Science usa un proxy de razonamiento cuando los benchmarks científicos dedicados no están disponibles.

Rankings

Dominio#PosiciónPuntuaciónFuente
Agents & Tools27
65.0
LS
Code Ranking68
68.0
AA
General Ranking46
79.0
AA
Science71
67.0
AA

Puntuaciones de benchmarks (LLM Stats)

Agents

BrowseComp76.3%Aut.
MEWC74.4%Aut.
SWE-Bench Pro55.4%Aut.
VIBE-Pro54.2%Aut.

Code

SWE-Bench Verified80.2%Aut.
Multi-SWE-Bench51.3%Aut.

Finance

GDPval-MM59.0%Aut.

General

BFCL_v3_MultiTurn76.8%Aut.

Índices de evaluación AA

Intelligence Index
41.9
Coding Index
37.4
Tau2
1.0
Gpqa
0.8
Ifbench
0.7
Lcr
0.7
Scicode
0.4
Terminalbench Hard
0.3
Hle
0.2

Puntuaciones por categoría LLM Stats

Frontend Development
80
Search
80
Agents
70
Code
60
Finance
60
General
60
Multimodal
60
Reasoning
60

Precios

Precio de entrada$0.3 / 1M tokens
Precio de salida$1.2 / 1M tokens
Precio mixto (3:1)$0.525 / 1M tokens

Velocidad

Tokens/seg84.0 tokens/s
Retraso del primer token1.44s
Tiempo hasta la respuesta25.25s

Proveedores disponibles

(Unidades internas LS)
ProveedorPrecio de entradaPrecio de salida
MiniMax300K1.2M

Fuentes externas