MiniMax M3.1-Flash-Preview vs Qwen 2.5 Max

A direct, empirical evaluation of MiniMax M3.1-Flash-Preview (MiniMax) against Qwen 2.5 Max (Alibaba Cloud).

MiniMax M3.1-Flash-Preview

Developed by MiniMax · Proprietary Sparse Coding MoE parameters

Low-latency interactive IDE code completions at 165 tokens/sec, SWE-bench Verified bug fixes (73.8%), terminal automation, and budget-optimized pull request reviews.

Qwen 2.5 Max

Developed by Alibaba Cloud · Proprietary (~700B) parameters

Cross-lingual document extraction and structured structured output generation.

Metric MiniMax M3.1-Flash-Preview Qwen 2.5 Max
SWE-bench Verified 73.8% 51.4%
MMLU-Pro 81.2% 77.2%
MATH-500 92.4% 89.4%
Context Window 1,000,000 tokens 128,000 tokens
Input Pricing (per 1M) $0.10 $1.60
Output Pricing (per 1M) $0.40 $6.40