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MiniMax-M2.7 is a next-generation large language model designed for autonomous, real-world productivity and continuous improvement. Built to actively participate in its own evolution, M2.7 integrates advanced agentic capabilities through multi-agent collaboration, enabling it to plan, execute, and refine complex tasks across dynamic environments. Trained for production-grade performance, M2.7 handles workflows such as live debugging, root cause analysis, financial modeling, and full document generation across Word, Excel, and PowerPoint. It delivers strong results on benchmarks including 56.2% on SWE-Pro and 57.0% on Terminal Bench 2, while achieving a 1495 ELO on GDPval-AA, setting a new standard for multi-agent systems operating in real-world digital workflows.
Índice de Qualidade
49.6
9th de 444
Top 2%
Índice de Código
41.9
22nd de 354
Top 6%
Preço/1M
$0.53
397th mais barato
75% acima da mediana
Top 59%
Velocidade
45 tok/s
Top 51%
TTFT
2.13s
Janela de Contexto
205K
103rd maior
Top 29%
Entrada
$0.30
por 1M tokens
Saída
$1.20
por 1M tokens
Combinado
$0.53
por 1M tokens
Mais barato que 41% dos modelos. Preço mediano é $0.30/1M tokens.
Diário
$0.53
Mensal
$15.75
45
tokens/seg
Mais rápido que 49% dos modelos
2.13
segundos
Mais rápido que 14% dos modelos
46.41
segundos
Mais rápido que 5% dos modelos
Mediana do Mercado
45 tok/s
0% mais lento
TTFT Mediano
0.42s
409% mais lento
Vazão/Dólar
86
tok/s por $/1M
Comparação de Velocidade
Janela de Contexto
205K
tokens
Maior que 71% dos modelos
Saída Máxima
131K
tokens
64% do contexto