Model comparison
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Differences vs. gpt-6-sol · high
Score, cost & time differences
Current baseline · gpt-6-sol · high
81Frontend interaction
Compared with gpt-6-sol · high
- glm-5.3 · high
Frontend interaction: +1 ptsReference cost $0.43 ($0.26 more)Evaluation time 23m 23s (19m 11s more)
Differences reflect these evaluation tasks. Cost and time cover the same dimension, not a typical conversation. Scoring & cost notes
| Metric | gpt-6-sol · high | glm-5.3 · high |
|---|---|---|
| Frontend interaction | gpt-6-solhigh 81 | glm-5.3high 82+1 pts |
| Overall | gpt-6-solhigh 71.65 | glm-5.3high 64.40−7.25 pts |
| Backend engineering | gpt-6-solhigh 76 | glm-5.3high 69−7 pts |
| Knowledge & Reasoning | gpt-6-solhigh 70 | glm-5.3high 50−20 pts |
| Visual aesthetics | gpt-6-solhigh 61 | glm-5.3high 66+5 pts |
| Maintainability | gpt-6-solhigh 66 | glm-5.3high 68+2 pts |
Frontend interaction evaluation · Evaluation consumption, not a monthly subscription fee
Cost & time
Frontend interaction evaluation| Metric | gpt-6-sol · high | glm-5.3 · high |
|---|---|---|
| Reference cost | gpt-6-solhigh $0.17 | glm-5.3high $0.43+$0.26 |
| Evaluation time | gpt-6-solhigh 4m 12s | glm-5.3high 23m 23s+455.9% |
Capability profiles
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Behind each score
Expand to inspect each subaxis.
Backend engineeringSubscores
| Scoring dimension | gpt-6-solhigh | glm-5.3high |
|---|---|---|
| Contracts and boundaries | 13 / 20 | 10 / 20 |
| Retries and failures | 18 / 20 | 14 / 20 |
| CI and adversarial review | 12 / 20 | 12 / 20 |
| Transactions and consistency | 16 / 20 | 15 / 20 |
| Caching and regression | 17 / 20 | 18 / 20 |
Frontend interactionSubscores
| Scoring dimension | gpt-6-solhigh | glm-5.3high |
|---|---|---|
| Layout and adaptation | 18 / 20 | 20 / 20 |
| Interaction behavior | 20 / 20 | 20 / 20 |
| State continuity | 15 / 20 | 20 / 20 |
| Accessibility and feedback | 13 / 15 | 7 / 15 |
| State validation and regression | 15 / 25 | 15 / 25 |
Knowledge & ReasoningSubscores
| Scoring dimension | gpt-6-solhigh | glm-5.3high |
|---|---|---|
| Mathematical reasoning | 10 / 15 | 10 / 15 |
| Computer science & AI | 10 / 15 | 5 / 15 |
| Science and engineering | 5 / 10 | 0 / 10 |
| Life sciences and medicine | 15 / 20 | 15 / 20 |
| Humanities and general knowledge | 30 / 40 | 20 / 40 |
Visual aestheticsSubscores
| Scoring dimension | gpt-6-solhigh | glm-5.3high |
|---|---|---|
| Composition | 19 / 20 | 19 / 20 |
| Spacing and alignment | 16 / 20 | 15 / 20 |
| Typography and expression | 16 / 20 | 17 / 20 |
| Color and surfaces | 18 / 20 | 19 / 20 |
| Control styling | 16 / 20 | 17 / 20 |
Subscores retain their original scale; the axis score uses a consistent conversion.
MaintainabilitySubscores
| Scoring dimension | gpt-6-solhigh | glm-5.3high |
|---|---|---|
| Semantic clarity | 15 / 20 | 15 / 20 |
| Control-flow organization | 20 / 20 | 20 / 20 |
| Locality of changes | 15 / 20 | 17 / 20 |
| State and lifecycle | 18 / 20 | 19 / 20 |
| Implementation economy | 19 / 20 | 17 / 20 |
Subscores retain their original scale; the axis score uses a consistent conversion.