Model comparison
Selected 2 / 5See the differences. Choose what matters to you.
Available modelsSelected 2 / 5
Differences vs. glm-5.3 · max
Score, cost & time differences
Current baseline · glm-5.3 · max
70Knowledge & Reasoning
Compared with glm-5.3 · max
- deepseek-v4-flash-vision-exp · high
Knowledge & Reasoning: tiedReference cost $0.17 ($0.79 less)Evaluation time 64m 24s (50m 35s less)
Differences reflect these evaluation tasks. Cost and time cover the same dimension, not a typical conversation. Scoring & cost notes
| Metric | glm-5.3 · max | deepseek-v4-flash-vision-exp · high |
|---|---|---|
| Knowledge & Reasoning | glm-5.3max 70 | deepseek-v4-flash-vision-exphigh 70Tied |
| Overall | glm-5.3max 70.40 | deepseek-v4-flash-vision-exphigh 59.95−10.45 pts |
| Backend engineering | glm-5.3max 70 | deepseek-v4-flash-vision-exphigh 61−9 pts |
| Frontend interaction | glm-5.3max 78 | deepseek-v4-flash-vision-exphigh 43−35 pts |
| Visual aesthetics | glm-5.3max 66 | deepseek-v4-flash-vision-exphigh 61−5 pts |
| Maintainability | glm-5.3max 64 | deepseek-v4-flash-vision-exphigh 55−9 pts |
Knowledge & Reasoning evaluation · Evaluation consumption, not a monthly subscription fee
Cost & time
Knowledge & Reasoning evaluation| Metric | glm-5.3 · max | deepseek-v4-flash-vision-exp · high |
|---|---|---|
| Reference cost | glm-5.3max $0.97 | deepseek-v4-flash-vision-exphigh $0.17−$0.79 |
| Evaluation time | glm-5.3max 114m 58s | deepseek-v4-flash-vision-exphigh 64m 24s−44% |
Capability profiles
Show up to five models. Select names to focus the chart.
Behind each score
Expand to inspect each subaxis.
Backend engineeringSubscores
| Scoring dimension | glm-5.3max | deepseek-v4-flash-vision-exphigh |
|---|---|---|
| Contracts and boundaries | 14 / 20 | 8 / 20 |
| Retries and failures | 12 / 20 | 14 / 20 |
| CI and adversarial review | 14 / 20 | 12 / 20 |
| Transactions and consistency | 13 / 20 | 12 / 20 |
| Caching and regression | 17 / 20 | 15 / 20 |
Frontend interactionSubscores
| Scoring dimension | glm-5.3max | deepseek-v4-flash-vision-exphigh |
|---|---|---|
| Layout and adaptation | 18 / 20 | 8 / 20 |
| Interaction behavior | 20 / 20 | 10 / 20 |
| State continuity | 15 / 20 | 6 / 20 |
| Accessibility and feedback | 10 / 15 | 5 / 15 |
| State validation and regression | 15 / 25 | 14 / 25 |
Knowledge & ReasoningSubscores
| Scoring dimension | glm-5.3max | deepseek-v4-flash-vision-exphigh |
|---|---|---|
| Mathematical reasoning | 10 / 15 | 15 / 15 |
| Computer science & AI | 10 / 15 | 5 / 15 |
| Science and engineering | 10 / 10 | 5 / 10 |
| Life sciences and medicine | 15 / 20 | 15 / 20 |
| Humanities and general knowledge | 25 / 40 | 30 / 40 |
Visual aestheticsSubscores
| Scoring dimension | glm-5.3max | deepseek-v4-flash-vision-exphigh |
|---|---|---|
| Composition | 18 / 20 | 19 / 20 |
| Spacing and alignment | 18 / 20 | 15 / 20 |
| Typography and expression | 15 / 20 | 16 / 20 |
| Color and surfaces | 19 / 20 | 19 / 20 |
| Control styling | 17 / 20 | 16 / 20 |
Subscores retain their original scale; the axis score uses a consistent conversion.
MaintainabilitySubscores
| Scoring dimension | glm-5.3max | deepseek-v4-flash-vision-exphigh |
|---|---|---|
| Semantic clarity | 15 / 20 | 16 / 20 |
| Control-flow organization | 20 / 20 | 19 / 20 |
| Locality of changes | 17 / 20 | 15 / 20 |
| State and lifecycle | 17 / 20 | 16 / 20 |
| Implementation economy | 17 / 20 | 16 / 20 |
Subscores retain their original scale; the axis score uses a consistent conversion.