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Nemotron-3-Ultra

Nemotron-3-Ultra · default, showing frontend interaction. Results for all tested efforts are available below.

Frontend interaction40

Nemotron-3-Ultra · default

Backend engineering
46
Frontend interaction
40
Knowledge & Reasoning
40
Visual aesthetics
61
Maintainability
37
Evaluation time
17m 46s
Reference 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
44.054640406137109m 30s$0.000

Score breakdown

Overall score
44.05
Evaluation time
109m 30s
Reference cost
$0.000

Interface behavior, user interactions, and state feedback.

Layout and adaptation8 / 20

Content organization, layout constraints, and responsive adaptation.

Interaction behavior7 / 20

Input response, completed workflows, and edge-case interactions.

State continuity7 / 20

State propagation, recovery, and continuity across actions.

Accessibility and feedback4 / 15

Control semantics, accessibility support, and clear feedback.

State validation and regression14 / 25

Expected-state verification and behavioral regression checks.

Data snapshot published · 10/27/2026Scoring & cost notes