llm.ing

MiniMax-M2.7

MiniMax (minimax.io)open weightsOpenRouter ↗Hugging Face ↗Artificial Analysis ↗

Open MiniMax flagship for coding agents, office automation, and complex environments

Benchmarks

BenchmarkCategoryScoreVariantProvenanceSourceObserved
AA Agentic Indexagentic25.6mirroropenrouterJul 23, 2026
25.6independentaaJul 24, 2026
AA Coding Indexcoding52.6mirroropenrouterJul 23, 2026
52.6independentaaJul 24, 2026
AA Intelligence Indexintelligence38.1mirroropenrouterJul 23, 2026
38.1independentaaJul 24, 2026
Design Arena — 3dpreference1248mirroropenrouterJul 24, 2026
Design Arena — asciiartpreference1181mirroropenrouterJul 23, 2026
Design Arena — codecategoriespreference1266mirroropenrouterJul 23, 2026
Design Arena — datavizpreference1266mirroropenrouterJul 23, 2026
Design Arena — gamedevpreference1265mirroropenrouterJul 23, 2026
Design Arena — svgpreference1187mirroropenrouterJul 24, 2026
Design Arena — uicomponentpreference1250mirroropenrouterJul 23, 2026
Design Arena — websitepreference1273mirroropenrouterJul 23, 2026
LMArena Textpreference1435crowdlmarenaJul 21, 2026
LMArena WebDevpreference1397crowdlmarenaJul 21, 2026
Median output speedspeed56 tok/sindependentaaJul 24, 2026
Median time to first tokenspeed1.63sindependentaaJul 24, 2026

Includes index data from Artificial Analysis.

Providers

Live operational stats per hosting endpoint, via OpenRouter.

ProviderQuantContext$/1M in · outUptime 24hLatencyThroughput
AtlasCloudfp8197K$0.3 · $1.297.77%
DeepInfrafp8197K$0.25 · $198.59%
DeepInfrafp8197K$0.38 · $1.794.43%
Fireworks197K$0.3 · $1.299.70%
GMICloudfp8197K$0.3 · $1.299.70%
Groq197K$0.6 · $1.898.36%
Mara197K$0.24 · $0.9696.14%
Minimaxfp8205K$0.3 · $1.298.45%
Minimaxfp8205K$0.6 · $2.497.02%
Novitafp8205K$0.27 · $1.0899.28%
SambaNova197K$0.6 · $2.499.82%
SambaNova197K$0.3 · $1.597.24%
Togetherfp4197K$0.3 · $1.299.65%