Model comparison
Selected 2 / 5See the differences. Choose what matters to you.
Available modelsSelected 2 / 5
Differences vs. glm-5.3-flash · high
Score, cost & time differences
Current baseline · glm-5.3-flash · high
49.60Overall
Compared with glm-5.3-flash · high
- Gemini 3.7 Flash High · default
Overall: +2.35 ptsComparable cost unavailableEvaluation time 24m 19s (67m 26s less)
Differences reflect these evaluation tasks. Cost and time cover the same dimension, not a typical conversation. Scoring & cost notes
| Metric | glm-5.3-flash · high | Gemini 3.7 Flash High · default |
|---|---|---|
| Overall | glm-5.3-flashhigh 49.60 | Gemini 3.7 Flash Highdefault 51.95+2.35 pts |
| Backend engineering | glm-5.3-flashhigh 55 | Gemini 3.7 Flash Highdefault 63+8 pts |
| Frontend interaction | glm-5.3-flashhigh 76 | Gemini 3.7 Flash Highdefault 71−5 pts |
| Knowledge & Reasoning | glm-5.3-flashhigh 20 | Gemini 3.7 Flash Highdefault 25+5 pts |
| Visual aesthetics | glm-5.3-flashhigh 70 | Gemini 3.7 Flash Highdefault 70Tied |
| Maintainability | glm-5.3-flashhigh 59 | Gemini 3.7 Flash Highdefault 59Tied |
Complete evaluation · Evaluation consumption, not a monthly subscription fee
Cost & time
Complete evaluation| Metric | glm-5.3-flash · high | Gemini 3.7 Flash High · default |
|---|---|---|
| Reference cost | glm-5.3-flashhigh N/A | Gemini 3.7 Flash Highdefault $0.13 |
| Evaluation time | glm-5.3-flashhigh 91m 45s | Gemini 3.7 Flash Highdefault 24m 19s−73.5% |
Capability profiles
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Behind each score
Expand to inspect each subaxis.
Backend engineeringSubscores
| Scoring dimension | glm-5.3-flashhigh | Gemini 3.7 Flash Highdefault |
|---|---|---|
| Contracts and boundaries | 6 / 20 | 12 / 20 |
| Retries and failures | 12 / 20 | 16 / 20 |
| CI and adversarial review | 13 / 20 | 9 / 20 |
| Transactions and consistency | 10 / 20 | 12 / 20 |
| Caching and regression | 14 / 20 | 14 / 20 |
Frontend interactionSubscores
| Scoring dimension | glm-5.3-flashhigh | Gemini 3.7 Flash Highdefault |
|---|---|---|
| Layout and adaptation | 18 / 20 | 13 / 20 |
| Interaction behavior | 20 / 20 | 18 / 20 |
| State continuity | 15 / 20 | 15 / 20 |
| Accessibility and feedback | 9 / 15 | 10 / 15 |
| State validation and regression | 14 / 25 | 15 / 25 |
Knowledge & ReasoningSubscores
| Scoring dimension | glm-5.3-flashhigh | Gemini 3.7 Flash Highdefault |
|---|---|---|
| Mathematical reasoning | 5 / 15 | 5 / 15 |
| Computer science & AI | 5 / 15 | 0 / 15 |
| Science and engineering | 0 / 10 | 10 / 10 |
| Life sciences and medicine | 5 / 20 | 0 / 20 |
| Humanities and general knowledge | 5 / 40 | 10 / 40 |
Visual aestheticsSubscores
| Scoring dimension | glm-5.3-flashhigh | Gemini 3.7 Flash Highdefault |
|---|---|---|
| Composition | 20 / 20 | 19 / 20 |
| Spacing and alignment | 16 / 20 | 17 / 20 |
| Typography and expression | 17 / 20 | 16 / 20 |
| Color and surfaces | 20 / 20 | 20 / 20 |
| Control styling | 16 / 20 | 17 / 20 |
Subscores retain their original scale; the axis score uses a consistent conversion.
MaintainabilitySubscores
| Scoring dimension | glm-5.3-flashhigh | Gemini 3.7 Flash Highdefault |
|---|---|---|
| Semantic clarity | 15 / 20 | 17 / 20 |
| Control-flow organization | 19 / 20 | 19 / 20 |
| Locality of changes | 15 / 20 | 14 / 20 |
| State and lifecycle | 18 / 20 | 18 / 20 |
| Implementation economy | 17 / 20 | 16 / 20 |
Subscores retain their original scale; the axis score uses a consistent conversion.