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Nemotron-3-Ultra

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

Overall score44.05

Nemotron-3-Ultra · default

Backend engineering
46
Frontend interaction
40
Knowledge & Reasoning
40
Visual aesthetics
61
Maintainability
37
Evaluation time
109m 30s
Reference cost
$0.000

Complete evaluation · API reference cost

Overall rank 44 / 44 models · Best tested effortBackend tested · 10/12/2026Tasks & 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

Service logic, error handling, and test verification.

Contracts and boundaries0 / 20

API contracts, input validation, and boundary behavior.

Retries and failures10 / 20

Error recovery, retry conditions, and failure handling.

CI and adversarial review9 / 20

Verification plans, risk detection, and audit evidence.

Transactions and consistency11 / 20

State transitions, concurrency control, and data consistency.

Caching and regression16 / 20

Cache invalidation, data updates, and regression coverage.

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