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MiniMax · MiniMax
No. 37

MiniMax M3

Open-weight multimodal model with native video input and 1M context.

OpenOpen weightsText, Image, Video
Field notes
Context window
1.0Mtokens
Max output
66Ktokens
Input price
$0.30/ 1M tokens
Output price
$1.20/ 1M tokens
Cached input
$0.06/ 1M tokens
Modalities
Text, Image, Video
Knowledge cutoff
Jan 2026
Released
Jun 2026
Parameters
428B
License
MiniMax Community License
Approx. speed
Overview

What this model is

MiniMax M3 is MiniMax's current flagship, an open-weight (MiniMax Community License) ~428B MoE (≈23B active) multimodal system with sparse/lightning attention giving cheap 1M-token context and rare native video input. It offers excellent value and strong long-context and multimodal breadth, with respectable coding, but does not match the Claude/GPT frontier for sustained autonomous agentic coding. A standout choice when video understanding, long context, and open licensing matter.

Strengths

  • Native video input (rare among LLMs)
  • Cheap 1M-token context via sparse attention
  • Open weights (MiniMax Community License)
  • Strong long-context and multimodal breadth

Trade-offs

  • Agentic coding reliability below the frontier
  • English writing slightly behind top labs
  • Smaller tooling ecosystem in the West
  • Vision/video quality trails dedicated multimodal flagships

Best for

  • Video and multimodal understanding
  • Cheap long-context processing
  • Self-hosted open deployments
  • High-volume multilingual tasks

Not ideal for

  • Long autonomous coding agents
  • Mission-critical frontier reasoning
Capabilities

Capability profile

Normalized 0–100 scores, comparable across the whole catalog.

Reasoning78Coding70Math72Writing74Knowledge80Speed76Agentic68Vision72Multilingual78Long Context88
Reasoning
78
Coding
70
Math
72
Writing
74
Knowledge
80
Speed
76
Agentic
68
Vision
72
Multilingual
78
Long Context
88
Benchmarks

How it scores

Public benchmark results, with independent third-party results where available. Bars normalize percentages to 100 and Elo ratings to a 1500 ceiling.

Independent index
Artificial Analysis Intelligence Index
Composite of ~9–10 independent evals · Artificial Analysis
44/ 100
BenchmarkResult
Artificial Analysis Intelligence Indexindependent
GeneralArtificial Analysis
44%
SWE-bench Verifiedindependent
CodingSWE-bench
80.5%
SWE-bench Proindependent
CodingSWE-bench Pro
59%
GPQA Diamondindependent
ReasoningIndependent aggregators
93%
LiveBenchindependent
GeneralLiveBench
70%
LMArena Eloindependent
GeneralLMArena
1455Elo
Alternatives

Comparable models

Models in a roughly similar class — worth weighing against this one.