MiniMax-M3.1-Flash-Preview
Compare tested reasoning efforts on private datasets. Scores and costs come from their recorded evaluations.
Highest overall score68.0
MiniMax-M3.1-Flash-Preview · max
- Backend & testing
- 71
- Frontend & interaction
- 57
- Knowledge & reasoning
- 75
What changes with more effort
Compare scores, cost and time at neighboring tested efforts.
xhigh max
- Overall score
- — — → 68.0
- Reference cost
- — — → —
- Evaluation time
- — — → 54m 7s
Results by reasoning effort
Select two or three configurations to compare scores and costs.
Swipe to see all results →
| Model / effort | Overall | Backend & testing | Frontend & interaction | Knowledge & reasoning | Evaluation time | Reference cost | Compare |
|---|---|---|---|---|---|---|---|
| low | — | 30 | — | — | — | — | |
| medium | — | 34 | — | — | — | — | |
| high | — | 63 | — | 75 | — | — | |
| xhigh | — | 47 | 15 | — | — | — | |
| max | 68.0 | 71 | 57 | 75 | 54m 7s | —Partial cost |
How to read these results
The summary uses the same configuration as the highest overall score. A complete overall score requires all three axes; missing results appear as dashes.
Evaluation details · Published 9/30/2026