MiniMax M3.1-Flash-Preview vs Qwen 4 Max (Leaked Staging)
A direct, empirical evaluation of MiniMax M3.1-Flash-Preview (MiniMax) against Qwen 4 Max (Leaked Staging) (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 4 Max (Leaked Staging)
Developed by Alibaba Cloud · 1.2 Trillion (Sparse MoE) parameters
Repository-scale software engineering outscoring GPT-6 Sol, multilingual enterprise agents across 120 languages, and low-cost 1M-token processing.
| Metric | MiniMax M3.1-Flash-Preview | Qwen 4 Max (Leaked Staging) |
|---|---|---|
| SWE-bench Verified | 73.8% | 78.6% |
| MMLU-Pro | 81.2% | 91.4% |
| MATH-500 | 92.4% | 95.6% |
| Context Window | 1,000,000 tokens | 1,000,000 tokens |
| Input Pricing (per 1M) | $0.10 | $1.20 |
| Output Pricing (per 1M) | $0.40 | $4.80 |