Model comparison
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Differences vs. gpt-6-sol · medium
Score, cost & time differences
Current baseline · gpt-6-sol · medium
69.50Overall
Compared with gpt-6-sol · medium
- gpt-6-sol · high
Overall: +2.15 ptsReference cost $0.81 ($0.040 more)Evaluation time 31m 45s (3m 48s less)
Differences reflect these evaluation tasks. Cost and time cover the same dimension, not a typical conversation. Scoring & cost notes
| Metric | gpt-6-sol · medium | gpt-6-sol · high |
|---|---|---|
| Overall | gpt-6-solmedium 69.50 | gpt-6-solhigh 71.65+2.15 pts |
| Backend engineering | gpt-6-solmedium 70 | gpt-6-solhigh 76+6 pts |
| Frontend interaction | gpt-6-solmedium 85 | gpt-6-solhigh 81−4 pts |
| Knowledge & Reasoning | gpt-6-solmedium 65 | gpt-6-solhigh 70+5 pts |
| Visual aesthetics | gpt-6-solmedium 61 | gpt-6-solhigh 61Tied |
| Maintainability | gpt-6-solmedium 66 | gpt-6-solhigh 66Tied |
Complete evaluation · Evaluation consumption, not a monthly subscription fee
Cost & time
Complete evaluation| Metric | gpt-6-sol · medium | gpt-6-sol · high |
|---|---|---|
| Reference cost | gpt-6-solmedium $0.77 | gpt-6-solhigh $0.81+$0.040 |
| Evaluation time | gpt-6-solmedium 35m 34s | gpt-6-solhigh 31m 45s−10.7% |
Capability profiles
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Behind each score
Expand to inspect each subaxis.
Backend engineeringSubscores
| Scoring dimension | gpt-6-solmedium | gpt-6-solhigh |
|---|---|---|
| Contracts and boundaries | 14 / 20 | 13 / 20 |
| Retries and failures | 16 / 20 | 18 / 20 |
| CI and adversarial review | 12 / 20 | 12 / 20 |
| Transactions and consistency | 12 / 20 | 16 / 20 |
| Caching and regression | 16 / 20 | 17 / 20 |
Frontend interactionSubscores
| Scoring dimension | gpt-6-solmedium | gpt-6-solhigh |
|---|---|---|
| Layout and adaptation | 18 / 20 | 18 / 20 |
| Interaction behavior | 20 / 20 | 20 / 20 |
| State continuity | 15 / 20 | 15 / 20 |
| Accessibility and feedback | 13 / 15 | 13 / 15 |
| State validation and regression | 19 / 25 | 15 / 25 |
Knowledge & ReasoningSubscores
| Scoring dimension | gpt-6-solmedium | gpt-6-solhigh |
|---|---|---|
| Mathematical reasoning | 5 / 15 | 10 / 15 |
| Computer science & AI | 10 / 15 | 10 / 15 |
| Science and engineering | 5 / 10 | 5 / 10 |
| Life sciences and medicine | 15 / 20 | 15 / 20 |
| Humanities and general knowledge | 30 / 40 | 30 / 40 |
Visual aestheticsSubscores
| Scoring dimension | gpt-6-solmedium | gpt-6-solhigh |
|---|---|---|
| Composition | 18 / 20 | 19 / 20 |
| Spacing and alignment | 17 / 20 | 16 / 20 |
| Typography and expression | 16 / 20 | 16 / 20 |
| Color and surfaces | 18 / 20 | 18 / 20 |
| Control styling | 16 / 20 | 16 / 20 |
Subscores retain their original scale; the axis score uses a consistent conversion.
MaintainabilitySubscores
| Scoring dimension | gpt-6-solmedium | gpt-6-solhigh |
|---|---|---|
| Semantic clarity | 15 / 20 | 15 / 20 |
| Control-flow organization | 19 / 20 | 20 / 20 |
| Locality of changes | 15 / 20 | 15 / 20 |
| State and lifecycle | 19 / 20 | 18 / 20 |
| Implementation economy | 19 / 20 | 19 / 20 |
Subscores retain their original scale; the axis score uses a consistent conversion.