Model comparison
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Differences vs. mimo-v2.6-pro · default
Score, cost & time differences
Current baseline · mimo-v2.6-pro · default
70Backend engineering
Compared with mimo-v2.6-pro · default
- glm-5.3 · max
Backend engineering: tiedReference cost $0.44 ($0.26 more)Evaluation time 17m 14s (62m 51s less)
Differences reflect these evaluation tasks. Cost and time cover the same dimension, not a typical conversation. Scoring & cost notes
| Metric | mimo-v2.6-pro · default | glm-5.3 · max |
|---|---|---|
| Backend engineering | mimo-v2.6-prodefault 70 | glm-5.3max 70Tied |
| Overall | mimo-v2.6-prodefault 69.25 | glm-5.3max 70.40+1.15 pts |
| Frontend interaction | mimo-v2.6-prodefault 85 | glm-5.3max 78−7 pts |
| Knowledge & Reasoning | mimo-v2.6-prodefault 65 | glm-5.3max 70+5 pts |
| Visual aesthetics | mimo-v2.6-prodefault 64 | glm-5.3max 66+2 pts |
| Maintainability | mimo-v2.6-prodefault 59 | glm-5.3max 64+5 pts |
Backend engineering evaluation · Evaluation consumption, not a monthly subscription fee
Cost & time
Backend engineering evaluation| Metric | mimo-v2.6-pro · default | glm-5.3 · max |
|---|---|---|
| Reference cost | mimo-v2.6-prodefault $0.18 | glm-5.3max $0.44+$0.26 |
| Evaluation time | mimo-v2.6-prodefault 80m 5s | glm-5.3max 17m 14s−78.5% |
Capability profiles
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Behind each score
Expand to inspect each subaxis.
Backend engineeringSubscores
| Scoring dimension | mimo-v2.6-prodefault | glm-5.3max |
|---|---|---|
| Contracts and boundaries | 10 / 20 | 14 / 20 |
| Retries and failures | 15 / 20 | 12 / 20 |
| CI and adversarial review | 12 / 20 | 14 / 20 |
| Transactions and consistency | 16 / 20 | 13 / 20 |
| Caching and regression | 17 / 20 | 17 / 20 |
Frontend interactionSubscores
| Scoring dimension | mimo-v2.6-prodefault | glm-5.3max |
|---|---|---|
| Layout and adaptation | 20 / 20 | 18 / 20 |
| Interaction behavior | 20 / 20 | 20 / 20 |
| State continuity | 15 / 20 | 15 / 20 |
| Accessibility and feedback | 13 / 15 | 10 / 15 |
| State validation and regression | 17 / 25 | 15 / 25 |
Knowledge & ReasoningSubscores
| Scoring dimension | mimo-v2.6-prodefault | glm-5.3max |
|---|---|---|
| Mathematical reasoning | 5 / 15 | 10 / 15 |
| Computer science & AI | 5 / 15 | 10 / 15 |
| Science and engineering | 10 / 10 | 10 / 10 |
| Life sciences and medicine | 15 / 20 | 15 / 20 |
| Humanities and general knowledge | 30 / 40 | 25 / 40 |
Visual aestheticsSubscores
| Scoring dimension | mimo-v2.6-prodefault | glm-5.3max |
|---|---|---|
| Composition | 19 / 20 | 18 / 20 |
| Spacing and alignment | 15 / 20 | 18 / 20 |
| Typography and expression | 16 / 20 | 15 / 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 | mimo-v2.6-prodefault | glm-5.3max |
|---|---|---|
| Semantic clarity | 15 / 20 | 15 / 20 |
| Control-flow organization | 19 / 20 | 20 / 20 |
| Locality of changes | 17 / 20 | 17 / 20 |
| State and lifecycle | 18 / 20 | 17 / 20 |
| Implementation economy | 15 / 20 | 17 / 20 |
Subscores retain their original scale; the axis score uses a consistent conversion.