Nemotron 3 Ultra

Nemotron 3 Ultra ranks #171 out of 232 models on the public BenchAlign leaderboard, with a score of 40.39/100. Its evidence status is Estimated, and this profile shows 24 source-displayable benchmark rows. The label describes evidence depth, not a provider quality claim; inspect category rows before choosing a workload.

Nemotron 3 Ultra ranks #112 out of 183 eligible models for knowledge and understanding, with a public category score of 44.7/100. Higher-ranked alternatives are available for workloads where this category decides the choice. Check the underlying rows before treating the aggregate as a workload guarantee.

Nemotron 3 Ultra ranks #146 out of 152 eligible models for coding and programming, with a public category score of 26.6/100. Higher-ranked alternatives are available for workloads where this category decides the choice. Check the underlying rows before treating the aggregate as a workload guarantee.

Nemotron 3 Ultra has source-displayable benchmark coverage for reasoning and logic, but the public category table does not assign it a rank there. The individual rows remain available for inspection. A missing category position means the evidence threshold was not met; it does not convert the model's unmeasured work into a zero.

Nemotron 3 Ultra ranks #144 out of 153 eligible models for agentic tool use and computer tasks, with a public category score of 26.9/100. Higher-ranked alternatives are available for workloads where this category decides the choice. Check the underlying rows before treating the aggregate as a workload guarantee.

Nemotron 3 Ultra ranks #28 out of 123 eligible models for instruction following, with a public category score of 88.8/100. Higher-ranked alternatives are available for workloads where this category decides the choice. Check the underlying rows before treating the aggregate as a workload guarantee.

Nemotron 3 Ultra ranks #7 out of 12 eligible models for multilingual tasks, with a public category score of 47.4/100. That places it in the current top ten for this category. Check the underlying rows before treating the aggregate as a workload guarantee.

Nemotron 3 Ultra is an open-weight model from NVIDIA. Its weights can be downloaded for local or hosted deployment, subject to the published license. Open weight does not automatically mean open source: training data and training code may remain private, and commercial restrictions can still apply.

No. Nemotron 3 Ultra currently has 43 source-displayable rows across 439 tracked benchmark slots. The profile exposes published, non-generated evidence and leaves missing categories blank until an exact evaluation is available. Coverage describes how much was measured; it is not a penalty added to an individual benchmark result.

Nemotron 3 Ultra has a reported context window of 1M in the exact-model catalog record. The value stays visible, but the profile marks its source link as unavailable instead of presenting it as directly documented. Maximum output length remains separate because providers often publish a different limit.