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NVIDIA Nemotron 3 Ultra (550B-A55B)

NVIDIA Nemotron 3 Ultra (550B-A55B) · default, showing frontend interaction. Results for all tested efforts are available below.

Frontend interaction34

NVIDIA Nemotron 3 Ultra (550B-A55B) · default

Backend engineering
42
Frontend interaction
34
Knowledge & reasoning
40
Visual aesthetics
61
Maintainability
37
Evaluation time
17m 46s
Cost
$0.000

Frontend interaction · Evaluation time & API cost

Tasks & methodology

Tested configuration

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Model / effortOverallBackend engineeringFrontend interactionKnowledge & reasoningVisual aestheticsMaintainabilityTotal eval. timeTotal ref. costCompare
40.704234406137109m 30s$0.000

Score breakdown

Overall score
40.70
Evaluation time
109m 30s
Cost
$0.000

Interface behavior, interactions and state feedback.

Layout and adaptation6 / 20

Content organization, layout constraints and responsive behavior.

Interaction behavior7 / 20

Responses to input, completed flows and edge cases.

State continuity5 / 20

State propagation, recovery and continuity across actions.

Accessibility and feedback2 / 15

Control semantics, accessibility and clear feedback.

State validation and regression14 / 25

Expected-state reasoning and behavioral regression checks.

Data snapshot published · 11/13/2026Scoring & cost notes