GPT-6.1 Sol vs MiniMax M3.1-Flash-Preview
A direct, empirical evaluation of GPT-6.1 Sol (OpenAI) against MiniMax M3.1-Flash-Preview (MiniMax).
GPT-6.1 Sol
Developed by OpenAI · Proprietary Frontier Workhorse Engine parameters
Near-Astra reasoning at 1/5th price ($1.25/$5.00), SWE-bench Verified 74.8%, OSWorld 2.0 desktop agent automation, and sub-80ms Ultrafast Mode.
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.
| Metric | GPT-6.1 Sol | MiniMax M3.1-Flash-Preview |
|---|---|---|
| SWE-bench Verified | 74.8% | 73.8% |
| MMLU-Pro | 92.4% | 81.2% |
| MATH-500 | 96.2% | 92.4% |
| Context Window | 1,000,000 tokens | 1,000,000 tokens |
| Input Pricing (per 1M) | $1.25 | $0.10 |
| Output Pricing (per 1M) | $5.00 | $0.40 |