Manus 2.0 vs MiniMax M3.1-Flash-Preview
A direct, empirical evaluation of Manus 2.0 (Manus AI) against MiniMax M3.1-Flash-Preview (MiniMax).
Manus 2.0
Developed by Manus AI · Multi-Agent Autonomous Orchestration Hierarchy parameters
End-to-end multi-tab browser automation (74.8% GAIA), complex financial web extraction, asynchronous multi-agent coordination, and isolated microVM workflows.
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 | Manus 2.0 | MiniMax M3.1-Flash-Preview |
|---|---|---|
| SWE-bench Verified | 74.8% | 73.8% |
| MMLU-Pro | 85.6% | 81.2% |
| MATH-500 | 89.4% | 92.4% |
| Context Window | 500,000 tokens | 1,000,000 tokens |
| Input Pricing (per 1M) | $3.50 | $0.10 |
| Output Pricing (per 1M) | $15.00 | $0.40 |