MiniMax-M3
MiniMax-M3 · high, showing frontend interaction. Results for all tested efforts are available below.
Frontend interaction65
MiniMax-M3 · high
- Backend engineering
- 46
- Frontend interaction
- 65
- Knowledge & Reasoning
- 50
- Visual aesthetics
- 59
- Maintainability
- 44
- Evaluation time
- 14m 22s
- Reference cost
- $0.14
Frontend interaction · Evaluation time & API cost
Tested configuration
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| Model / effort | Overall | Backend engineering | Frontend interaction | Knowledge & Reasoning | Visual aesthetics | Maintainability | Total eval. time | Total ref. cost | Compare |
|---|---|---|---|---|---|---|---|---|---|
| 52.95 | 46 | 65 | 50 | 59 | 44 | 56m 33s | $0.62Partial cost |
Score breakdown
- Overall score
- 52.95
- Evaluation time
- 56m 33s
- Reference cost
- $0.62
Interface behavior, user interactions, and state feedback.
Layout and adaptation18 / 20
Content organization, layout constraints, and responsive adaptation.
Interaction behavior15 / 20
Input response, completed workflows, and edge-case interactions.
State continuity10 / 20
State propagation, recovery, and continuity across actions.
Accessibility and feedback7 / 15
Control semantics, accessibility support, and clear feedback.
State validation and regression15 / 25
Expected-state verification and behavioral regression checks.
Data snapshot published · 10/27/2026Scoring & cost notes