gpt-6-sol
gpt-6-sol · medium, showing knowledge & reasoning. Results for all tested efforts are available below.
Knowledge & Reasoning65
gpt-6-sol · medium
- Backend engineering
- 70
- Frontend interaction
- 85
- Knowledge & Reasoning
- 65
- Visual aesthetics
- 61
- Maintainability
- 66
- Evaluation time
- 21m 12s
- Reference cost
- $0.31
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 |
|---|---|---|---|---|---|---|---|---|---|
| 66.55 | 54 | 81 | 70 | 61 | 59 | 33m 0s | $0.59 | ||
| 69.50 | 70 | 85 | 65 | 61 | 66 | 35m 34s | $0.77 | ||
| 71.65 | 76 | 81 | 70 | 61 | 66 | 31m 45s | $0.81 | ||
| 78.90 | 80 | 94 | 75 | 75 | 66 | 39m 22s | $1.10 | ||
| 76.55 | 80 | 90 | 70 | 75 | 68 | 35m 40s | $1.14 |
Score breakdown
- Overall score
- 69.50
- Evaluation time
- 35m 34s
- Reference cost
- $0.77
Cross-disciplinary knowledge and complex problem solving.
Mathematical reasoning5 / 15
Mathematical concepts, logical deduction, and calculation accuracy.
Computer science & AI10 / 15
Computing systems, algorithms, and AI principles.
Science and engineering5 / 10
Scientific principles, quantitative analysis, and engineering problem solving.
Life sciences and medicine15 / 20
Biological mechanisms, medical knowledge, and domain-specific reasoning.
Humanities and general knowledge30 / 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.
low medium
- Knowledge & Reasoning
- −5.0 pts 70.00 → 65.00
- Reference cost
- +$0.045 $0.27 → $0.31
- Evaluation time
- +10.9% 19m 6s → 21m 12s
Model and effort comparisons
Data snapshot published · 10/27/2026Scoring & cost notes