glm-5.3-flash
glm-5.3-flash · high, showing frontend interaction. Results for all tested efforts are available below.
Frontend interaction76
glm-5.3-flash · high
- Backend engineering
- 55
- Frontend interaction
- 76
- Knowledge & Reasoning
- 20
- Visual aesthetics
- 70
- Maintainability
- 59
- Evaluation time
- 29m 43s
- Reference cost
- $0.025
Frontend interaction · Evaluation time & API cost
Results by reasoning effort
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| Model / effort | Overall | Backend engineering | Frontend interaction | Knowledge & Reasoning | Visual aesthetics | Maintainability | Total eval. time | Total ref. cost | Compare |
|---|---|---|---|---|---|---|---|---|---|
| 49.60 | 55 | 76 | 20 | 70 | 59 | 91m 45s | $0.079Partial cost | ||
| 56.80 | 54 | 75 | 40 | 78 | 53 | 102m 55s | $0.081Partial cost |
Score breakdown
- Overall score
- 49.60
- Evaluation time
- 91m 45s
- Reference cost
- $0.079
Interface behavior, user interactions, and state feedback.
Layout and adaptation18 / 20
Content organization, layout constraints, and responsive adaptation.
Interaction behavior20 / 20
Input response, completed workflows, and edge-case interactions.
State continuity15 / 20
State propagation, recovery, and continuity across actions.
Accessibility and feedback9 / 15
Control semantics, accessibility support, and clear feedback.
State validation and regression14 / 25
Expected-state verification and behavioral regression checks.
What changes with higher reasoning effort
Compare frontend interaction scores, cost, and time across neighboring tested efforts.
high max
- Frontend interaction
- −1.0 pts 76.00 → 75.00
- Reference cost
- −$0.005 $0.025 → $0.020
- Evaluation time
- −11.9% 29m 43s → 26m 10s
Data snapshot published · 10/27/2026Scoring & cost notes