glm-5.3-flash
glm-5.3-flash · max, showing knowledge & reasoning. Results for all tested efforts are available below.
Knowledge & Reasoning40
glm-5.3-flash · max
- Backend engineering
- 54
- Frontend interaction
- 75
- Knowledge & Reasoning
- 40
- Visual aesthetics
- 78
- Maintainability
- 53
- Evaluation time
- 52m 31s
- Reference cost
- $0.038Partial cost
Knowledge & Reasoning · 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
- 56.80
- Evaluation time
- 102m 55s
- Reference cost
- $0.081
Cross-disciplinary knowledge and complex problem solving.
Mathematical reasoning5 / 15
Mathematical concepts, logical deduction, and calculation accuracy.
Computer science & AI5 / 15
Computing systems, algorithms, and AI principles.
Science and engineering5 / 10
Scientific principles, quantitative analysis, and engineering problem solving.
Life sciences and medicine10 / 20
Biological mechanisms, medical knowledge, and domain-specific reasoning.
Humanities and general knowledge15 / 40
Humanities, social sciences, conceptual distinctions, and synthesis.
What changes with higher reasoning effort
Compare knowledge & reasoning scores, cost, and time across neighboring tested efforts.
high max
- Knowledge & Reasoning
- +20.0 pts 20.00 → 40.00
- Reference cost
- — — → —
- Evaluation time
- +30.3% 40m 19s → 52m 31s
Data snapshot published · 10/27/2026Scoring & cost notes