GPT-6.1 Sol
GPT-6.1 Sol has 5 tested configurations. Its highest published overall score is 93.8 at max. Inspect dimension scores, evaluation time, and cost below.
GPT-6.1 Sol · max
- Backend engineering
- 95
- Frontend interaction
- 96
- Knowledge & reasoning
- 90
- Evaluation time
- 62m 9s
- Cost
- $1.69
Complete evaluation · API cost
Results by reasoning effort
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| Model / effort | Overall | Backend engineering | Frontend interaction | Knowledge & reasoning | Total eval. time | Total ref. cost | Compare |
|---|---|---|---|---|---|---|---|
| 86.5 | 82 | 94 | 85 | 24m 22s | $1.33 | ||
| 87.5 | 89 | 83 | 90 | 28m 54s | $1.41 | ||
| 89.9 | 89 | 96 | 85 | 42m 39s | $1.56 | ||
| 89.7 | 90 | 94 | 85 | 74m 41s | $1.62 | ||
| 93.8 | 95 | 96 | 90 | 62m 9s | $1.69 |
Score breakdown
- Overall score
- 93.8
- Evaluation time
- 62m 9s
- Cost
- $1.69
Service logic, error handling and verification.
API contracts, input validation and boundary behavior.
Recovery, retry conditions and failure handling.
Verification plans, risk detection and audit evidence.
State transitions, concurrency and consistency.
Invalidation, data updates and regression coverage.
What changes with higher reasoning effort
Compare overall scores, cost, and time across neighboring tested efforts.
- Overall
- +4.1 pts 89.7 → 93.8
- Cost
- +$0.071 $1.62 → $1.69
- Evaluation time
- −16.8% 74m 41s → 62m 9s
Model and effort comparisons
GPT-6.1 Sol vs Claude Opus 5.5
Compare each model at its highest-scoring tested overall effort. Start with the dimension relevant to your task, then weigh evaluation time and cost.
GPT-6.1 Sol vs GPT-6 Sol
Compare the two Sol generations at their highest-scoring tested overall efforts, and see how score deltas trade off against evaluation time and cost.