grok-4.7
grok-4.7 · xhigh, showing knowledge & reasoning. Results for all tested efforts are available below.
Knowledge & Reasoning80
grok-4.7 · xhigh
- Backend engineering
- 86
- Frontend interaction
- 77
- Knowledge & Reasoning
- 80
- Visual aesthetics
- 59
- Maintainability
- 61
- Evaluation time
- 107m 14s
- Reference cost
- $2.57
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 |
|---|---|---|---|---|---|---|---|---|---|
| 78.55 | 87 | 80 | 85 | 66 | 55 | 196m 18s | $5.25 | ||
| 75.55 | 86 | 77 | 80 | 59 | 61 | 234m 43s | $5.75 |
Score breakdown
- Overall score
- 75.55
- Evaluation time
- 234m 43s
- Reference cost
- $5.75
Cross-disciplinary knowledge and complex problem solving.
Mathematical reasoning10 / 15
Mathematical concepts, logical deduction, and calculation accuracy.
Computer science & AI10 / 15
Computing systems, algorithms, and AI principles.
Science and engineering10 / 10
Scientific principles, quantitative analysis, and engineering problem solving.
Life sciences and medicine20 / 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.
high xhigh
- Knowledge & Reasoning
- −5.0 pts 85.00 → 80.00
- Reference cost
- +$0.21 $2.36 → $2.57
- Evaluation time
- +26.2% 84m 57s → 107m 14s
Data snapshot published · 10/27/2026Scoring & cost notes