Model comparison
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Differences vs. Claude Sonnet 5.5 · xhigh
Score, cost & time differences
Current baseline · Claude Sonnet 5.5 · xhigh
86Frontend interaction
Compared with Claude Sonnet 5.5 · xhigh
- dot · Undisclosed
Frontend interaction: +1 ptsComparable cost unavailableEvaluation time 2m 32s (27m 13s less)
Differences reflect these evaluation tasks. Cost and time cover the same dimension, not a typical conversation. Scoring & cost notes
| Metric | Claude Sonnet 5.5 · xhigh | dot · Undisclosed |
|---|---|---|
| Frontend interaction | Claude Sonnet 5.5xhigh 86 | dotUndisclosed 87+1 pts |
| Overall | Claude Sonnet 5.5xhigh 81.95 | dotUndisclosed 82.80+0.85 pts |
| Backend engineering | Claude Sonnet 5.5xhigh 84 | dotUndisclosed 85+1 pts |
| Knowledge & reasoning | Claude Sonnet 5.5xhigh 85 | dotUndisclosed 85Tied |
| Visual aesthetics | Claude Sonnet 5.5xhigh 73 | dotUndisclosed 70−3 pts |
| Maintainability | Claude Sonnet 5.5xhigh 66 | dotUndisclosed 73+7 pts |
Frontend interaction evaluation · Evaluation consumption, not a monthly subscription fee
Cost & time
Frontend interaction evaluation| Metric | Claude Sonnet 5.5 · xhigh | dot · Undisclosed |
|---|---|---|
| Cost | Claude Sonnet 5.5xhigh $1.17 | dotUndisclosed N/A |
| Evaluation time | Claude Sonnet 5.5xhigh 29m 45s | dotUndisclosed 2m 32s−91.5% |
Capability profiles
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Behind each score
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Backend engineeringSubscores
| Scoring dimension | Claude Sonnet 5.5xhigh | dotUndisclosed |
|---|---|---|
| Contracts and boundaries | 15 / 20 | 15 / 20 |
| Retries and failures | 18 / 20 | 19 / 20 |
| CI and adversarial review | 16 / 20 | 15 / 20 |
| Transactions and consistency | 18 / 20 | 16 / 20 |
| Caching and regression | 17 / 20 | 20 / 20 |
Frontend interactionSubscores
| Scoring dimension | Claude Sonnet 5.5xhigh | dotUndisclosed |
|---|---|---|
| Layout and adaptation | 17 / 20 | 18 / 20 |
| Interaction behavior | 17 / 20 | 20 / 20 |
| State continuity | 20 / 20 | 15 / 20 |
| Accessibility and feedback | 15 / 15 | 13 / 15 |
| State validation and regression | 17 / 25 | 21 / 25 |
Knowledge & reasoningSubscores
| Scoring dimension | Claude Sonnet 5.5xhigh | dotUndisclosed |
|---|---|---|
| Mathematical reasoning | 10 / 15 | 15 / 15 |
| Computer science & AI | 10 / 15 | 15 / 15 |
| Science and engineering | 10 / 10 | 10 / 10 |
| Life sciences and medicine | 20 / 20 | 15 / 20 |
| Humanities and general knowledge | 35 / 40 | 30 / 40 |
Visual aestheticsSubscores
| Scoring dimension | Claude Sonnet 5.5xhigh | dotUndisclosed |
|---|---|---|
| Composition | 20 / 20 | 18 / 20 |
| Spacing and alignment | 16 / 20 | 18 / 20 |
| Typography and expression | 18 / 20 | 17 / 20 |
| Color and surfaces | 19 / 20 | 19 / 20 |
| Control styling | 17 / 20 | 17 / 20 |
Subscores retain their original scale; the axis score uses a consistent conversion.
MaintainabilitySubscores
| Scoring dimension | Claude Sonnet 5.5xhigh | dotUndisclosed |
|---|---|---|
| Semantic clarity | 15 / 20 | 16 / 20 |
| Control-flow organization | 20 / 20 | 20 / 20 |
| Locality of changes | 16 / 20 | 16 / 20 |
| State and lifecycle | 17 / 20 | 19 / 20 |
| Implementation economy | 19 / 20 | 19 / 20 |
Subscores retain their original scale; the axis score uses a consistent conversion.