grok-4.7
grok-4.7 has 2 tested configurations. Its highest published overall score is 78.55 at high. Inspect dimension scores, evaluation time, and reference cost below.
Overall score78.55
grok-4.7 · high
- Backend engineering
- 87
- Frontend interaction
- 80
- Knowledge & Reasoning
- 85
- Visual aesthetics
- 66
- Maintainability
- 55
- Evaluation time
- 196m 18s
- Reference cost
- $5.25
Complete evaluation · API reference 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
- 78.55
- Evaluation time
- 196m 18s
- Reference cost
- $5.25
Service logic, error handling, and test verification.
Contracts and boundaries15 / 20
API contracts, input validation, and boundary behavior.
Retries and failures18 / 20
Error recovery, retry conditions, and failure handling.
CI and adversarial review18 / 20
Verification plans, risk detection, and audit evidence.
Transactions and consistency16 / 20
State transitions, concurrency control, and data consistency.
Caching and regression20 / 20
Cache invalidation, data updates, and regression coverage.
What changes with higher reasoning effort
Compare overall scores, cost, and time across neighboring tested efforts.
high xhigh
- Overall
- −3.0 pts 78.55 → 75.55
- Reference cost
- +$0.51 $5.25 → $5.75
- Evaluation time
- +19.6% 196m 18s → 234m 43s
Data snapshot published · 10/27/2026Scoring & cost notes