Compare / Gemini 3.1 Pro Preview vs MiniMax M3
Gemini 3.1 Pro Preview vs MiniMax M3
18 results from 2 sources that measured both models. Each row is in the source's own units; there is no overall winner.
| Benchmark | Metric | Gemini 3.1 Pro Preview | MiniMax M3 |
|---|---|---|---|
| Arena (formerly LMArena)reported | Confirmed task successIPS effect estimate | -0.08 | -0.14 |
| Arena (formerly LMArena)reported | Praise over complaintIPS effect estimate | -0.01 | -0.13 |
| Arena (formerly LMArena)reported | SteerabilityIPS effect estimate | -0.04 | -0.07 |
| Arena (formerly LMArena)reported | Tool groundingIPS effect estimate | -0.00 | -0.00 |
| Arena (formerly LMArena)reported | OverallArena rating | 1,459 | 1,433 |
| Arena (formerly LMArena)reported | OverallArena rating | 1,472 | 1,434 |
| Arena (formerly LMArena)reported | Business, management and financeArena rating | 1,477 | 1,450 |
| Arena (formerly LMArena)reported | Creative writingArena rating | 1,480 | 1,406 |
| Arena (formerly LMArena)reported | Expert promptsArena rating | 1,509 | 1,471 |
| Arena (formerly LMArena)reported | Instruction followingArena rating | 1,479 | 1,435 |
| Arena (formerly LMArena)reported | OverallArena rating | 1,487 | 1,440 |
| Arena (formerly LMArena)reported | Writing, literature and languageArena rating | 1,480 | 1,422 |
| OpenHands Indexreported | Average% resolved | 60.6% | 57.2% |
| OpenHands Indexreported | Front end (SWE-Bench Multimodal)% resolved | 44.1% | 36.8% |
| OpenHands Indexreported | Greenfield (Commit0)% resolved | 25.0% | 25.0% |
| OpenHands Indexreported | Information gathering (GAIA)% resolved | 81.8% | 66.7% |
| OpenHands Indexreported | Issue resolution (SWE-Bench)% resolved | 76.8% | 76.4% |
| OpenHands Indexreported | Testing (SWT-Bench)% resolved | 75.1% | 81.1% |
Bold green marks the better value on that metric. Where a source reports ranges that overlap, the difference may not be meaningful; see the benchmark page for ranges.