NVIDIA Nemotron 3 Ultra (550B-A55B)
NVIDIA Nemotron 3 Ultra (550B-A55B) · default, showing maintainability. Results for all tested efforts are available below.
Maintainability37
NVIDIA Nemotron 3 Ultra (550B-A55B) · default
- Backend engineering
- 42
- Frontend interaction
- 34
- Knowledge & reasoning
- 40
- Visual aesthetics
- 61
- Maintainability
- 37
- Evaluation time
- —
- Cost
- —
Maintainability · Evaluation time & API cost
Tested configuration
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| Model / effort | Overall | Backend engineering | Frontend interaction | Knowledge & reasoning | Visual aesthetics | Maintainability | Total eval. time | Total ref. cost | Compare |
|---|---|---|---|---|---|---|---|---|---|
| 40.70 | 42 | 34 | 40 | 61 | 37 | 109m 30s | $0.000 |
Score breakdown
- Overall score
- 40.70
- Evaluation time
- 109m 30s
- Cost
- $0.000
Code readability, organization and the cost of change.
Semantic clarity14 / 20
Naming, explicit responsibilities and readability.
Control-flow organization16 / 20
Execution paths, responsibility boundaries and logical structure.
Locality of changes14 / 20
The scope of rule changes and duplicated maintenance.
State and lifecycle12 / 20
State ownership, cleanup and lifecycle management.
Implementation economy16 / 20
Implementation complexity, useful abstractions and redundancy.
Subscores retain their original scale; the axis score uses a consistent conversion.
Data snapshot published · 11/13/2026Scoring & cost notes