Model comparison
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Differences vs. gpt-6.1-sol · low
Score, cost & time differences
Current baseline · gpt-6.1-sol · low
94Frontend interaction
Compared with gpt-6.1-sol · low
- gpt-6-sol · xhigh
Frontend interaction: tiedReference cost $0.22 ($0.013 more)Evaluation time 6m 50s (0m 38s more)
Differences reflect these evaluation tasks. Cost and time cover the same dimension, not a typical conversation. Scoring & cost notes
| Metric | gpt-6.1-sol · low | gpt-6-sol · xhigh |
|---|---|---|
| Frontend interaction | gpt-6.1-sollow 94 | gpt-6-solxhigh 94Tied |
| Overall | gpt-6.1-sollow 83.90 | gpt-6-solxhigh 78.90−5 pts |
| Backend engineering | gpt-6.1-sollow 84 | gpt-6-solxhigh 80−4 pts |
| Knowledge & Reasoning | gpt-6.1-sollow 85 | gpt-6-solxhigh 75−10 pts |
| Visual aesthetics | gpt-6.1-sollow 75 | gpt-6-solxhigh 75Tied |
| Maintainability | gpt-6.1-sollow 73 | gpt-6-solxhigh 66−7 pts |
Frontend interaction evaluation · Evaluation consumption, not a monthly subscription fee
Cost & time
Frontend interaction evaluation| Metric | gpt-6.1-sol · low | gpt-6-sol · xhigh |
|---|---|---|
| Reference cost | gpt-6.1-sollow $0.21 | gpt-6-solxhigh $0.22+$0.013 |
| Evaluation time | gpt-6.1-sollow 6m 12s | gpt-6-solxhigh 6m 50s+10.2% |
Capability profiles
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Behind each score
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Backend engineeringSubscores
| Scoring dimension | gpt-6.1-sollow | gpt-6-solxhigh |
|---|---|---|
| Contracts and boundaries | 17 / 20 | 17 / 20 |
| Retries and failures | 19 / 20 | 17 / 20 |
| CI and adversarial review | 13 / 20 | 13 / 20 |
| Transactions and consistency | 16 / 20 | 15 / 20 |
| Caching and regression | 19 / 20 | 18 / 20 |
Frontend interactionSubscores
| Scoring dimension | gpt-6.1-sollow | gpt-6-solxhigh |
|---|---|---|
| Layout and adaptation | 20 / 20 | 20 / 20 |
| Interaction behavior | 20 / 20 | 20 / 20 |
| State continuity | 20 / 20 | 20 / 20 |
| Accessibility and feedback | 13 / 15 | 15 / 15 |
| State validation and regression | 21 / 25 | 19 / 25 |
Knowledge & ReasoningSubscores
| Scoring dimension | gpt-6.1-sollow | gpt-6-solxhigh |
|---|---|---|
| Mathematical reasoning | 15 / 15 | 10 / 15 |
| Computer science & AI | 15 / 15 | 5 / 15 |
| Science and engineering | 10 / 10 | 10 / 10 |
| Life sciences and medicine | 20 / 20 | 20 / 20 |
| Humanities and general knowledge | 25 / 40 | 30 / 40 |
Visual aestheticsSubscores
| Scoring dimension | gpt-6.1-sollow | gpt-6-solxhigh |
|---|---|---|
| Composition | 18 / 20 | 20 / 20 |
| Spacing and alignment | 18 / 20 | 17 / 20 |
| Typography and expression | 18 / 20 | 19 / 20 |
| Color and surfaces | 20 / 20 | 18 / 20 |
| Control styling | 17 / 20 | 17 / 20 |
Subscores retain their original scale; the axis score uses a consistent conversion.
MaintainabilitySubscores
| Scoring dimension | gpt-6.1-sollow | gpt-6-solxhigh |
|---|---|---|
| Semantic clarity | 16 / 20 | 16 / 20 |
| Control-flow organization | 20 / 20 | 20 / 20 |
| Locality of changes | 18 / 20 | 15 / 20 |
| State and lifecycle | 19 / 20 | 18 / 20 |
| Implementation economy | 17 / 20 | 18 / 20 |
Subscores retain their original scale; the axis score uses a consistent conversion.