Model profile
Nemotron 3 Nano Omni 30B A3B
Evidence coverage
29 of 323 tracked benchmarks are published. 15 are verified and 14 provisional. 7 of 8 categories are measured.
- Published / tracked
- 29 / 323
- Verified
- 15
- Provisional
- 14
- Categories with evidence
- 7 / 8
Evidence by category
- Agentic4 benchmarksMixed evidence
- Coding3 benchmarksMixed evidence
- Reasoning2 benchmarksReported
- Knowledge9 benchmarksMixed evidence
- Math1 benchmarkVerified
- Multilingual0 benchmarksNot measured
- Multimodal8 benchmarksMixed evidence
- Inst. Following2 benchmarksMixed evidence
Nemotron 3 Nano Omni 30B A3B ranks #151 out of 200 models on the public leaderboard with an overall score of 44.24/100. It does not yet have enough sourced coverage for BenchLM's verified leaderboard. While not a frontier model, it offers specific advantages depending on the use case.
Nemotron 3 Nano Omni 30B A3B is a open weight model with a 256K token context window. It uses explicit chain-of-thought reasoning, which typically improves performance on math and complex reasoning tasks at the cost of higher latency and token usage.
This profile currently has 29 of 323 tracked benchmarks. BenchLM only exposes non-generated benchmark rows publicly, so missing categories stay blank until a sourced evaluation is available.
Its strongest category is Instruction Following (#18), while its weakest is Coding (#74). This performance profile makes it a well-rounded choice across a range of tasks.
Peer position
Exact provisional scores and ranks for the closest listed peers. A score can appear before a model clears the evidence threshold for a rank, so equal scores can have different rank states.
Range 43.87–44.79
- Moonshot v1Moonshot AICompare#14844.79Moonshot v1 is #148 with a score of 44.79.
- Seed-2.0-MiniByteDanceCompare#14944.6Seed-2.0-Mini is #149 with a score of 44.6.
- Nemotron Ultra 253BNVIDIACompare#15044.4Nemotron Ultra 253B is #150 with a score of 44.4.
- Nemotron 3 Nano Omni 30B A3BCurrent modelNVIDIA#15144.24Nemotron 3 Nano Omni 30B A3B is #151 with a score of 44.24.
- GPT-4.1 miniOpenAICompare#15244.19GPT-4.1 mini is #152 with a score of 44.19.
- GPT-5 miniOpenAICompare#15343.93GPT-5 mini is #153 with a score of 43.93.
- Ling 2.6 FlashInclusionAICompare#15443.87Ling 2.6 Flash is #154 with a score of 43.87.
Category percentile
More
Relative position among models eligible for each sourced category. A higher percentile means a stronger position within that category's ranked cohort; 100 is highest.
- Inst. Following43%Eligible cohort rank #18 of 31Category score 78.7
- Coding40%Eligible cohort rank #74 of 122Category score 48.7
Category evidence
Scores and ranks appear only where this model has published benchmark evidence. Categories without displayable source records remain not measured.
| Category | Score | Rank | Percentile | Weight | Benchmarks | Evidence |
|---|---|---|---|---|---|---|
| AgenticWeight 22%4 benchmarksMixed sources | Score pending | Not ranked | Not available | 22% | 4 benchmarks | Mixed sources |
| CodingRank #74 of 122Percentile 40thWeight 20%3 benchmarksMixed sources | 48.7 | #74 of 122 | 40th | 20% | 3 benchmarks | Mixed sources |
| ReasoningWeight 17%2 benchmarksReported | Score pending | Not ranked | Not available | 17% | 2 benchmarks | Reported |
| KnowledgeRank Not rankedWeight 12%9 benchmarksMixed sources | 69.0 | Not ranked | Not available | 12% | 9 benchmarks | Mixed sources |
| MathWeight 5%1 benchmarkVerified | Score pending | Not ranked | Not available | 5% | 1 benchmark | Verified |
| MultilingualWeight 7%0 benchmarksNot measured | Not measured | Not ranked | Not available | 7% | 0 benchmarks | Not measured |
| MultimodalRank Not rankedWeight 12%8 benchmarksMixed sources | 54.1 | Not ranked | Not available | 12% | 8 benchmarks | Mixed sources |
| Inst. FollowingRank #18 of 31Percentile 43rdWeight 5%2 benchmarksMixed sources | 78.7 | #18 of 31 | 43rd | 5% | 2 benchmarks | Mixed sources |
Benchmark Details
Rows below have a displayable published verification record. Each source link and provenance note remains in the page HTML while its category is closed. Source-unverified manual rows and generated rows stay hidden.
Agentic4 benchmarks
τ²-Bench Tool-Agent-User Evaluation
GDPval-AA normalized
Coding3 benchmarks
Scientific Code Benchmark
Artificial Analysis SciCode
Artificial Analysis Coding Index
Reasoning2 benchmarks
Artificial Analysis Long Context Reasoning
Critical Physics Tasks
Knowledge9 benchmarks
Massive Multitask Language Understanding Professional
Graduate-Level Google-Proof Q&A
GPQA Diamond
Artificial Analysis GPQA Diamond
Artificial Analysis Humanity's Last Exam
Artificial Analysis Omniscience Index
Artificial Analysis Omniscience Accuracy
Artificial Analysis Omniscience Hallucination Rate
Math1 benchmark
American Invitational Mathematics Examination 2025
Multimodal8 benchmarks
CharXiv Reasoning
Massive Multi-discipline Multimodal Understanding
Video-MME without subtitle
AI2D test split
RefCOCO average
Artificial Analysis MMMU-Pro
Inst. Following2 benchmarks
Instruction Following Benchmark
Artificial Analysis IFBench
Frequently Asked Questions
How does Nemotron 3 Nano Omni 30B A3B perform overall in AI benchmarks?
Nemotron 3 Nano Omni 30B A3B has 29 published benchmark scores on BenchLM, but it does not yet have enough non-generated coverage to receive a global overall rank.
Is Nemotron 3 Nano Omni 30B A3B good for knowledge and understanding?
Nemotron 3 Nano Omni 30B A3B has visible benchmark coverage in knowledge and understanding, but BenchLM does not currently assign it a global category rank there.
Is Nemotron 3 Nano Omni 30B A3B good for coding and programming?
Nemotron 3 Nano Omni 30B A3B ranks #74 out of 122 models in coding and programming benchmarks with an average score of 48.7. There are stronger options in this category.
Is Nemotron 3 Nano Omni 30B A3B good for mathematics?
Nemotron 3 Nano Omni 30B A3B has visible benchmark coverage in mathematics, but BenchLM does not currently assign it a global category rank there.
Is Nemotron 3 Nano Omni 30B A3B good for reasoning and logic?
Nemotron 3 Nano Omni 30B A3B has visible benchmark coverage in reasoning and logic, but BenchLM does not currently assign it a global category rank there.
Is Nemotron 3 Nano Omni 30B A3B good for agentic tool use and computer tasks?
Nemotron 3 Nano Omni 30B A3B has visible benchmark coverage in agentic tool use and computer tasks, but BenchLM does not currently assign it a global category rank there.
Is Nemotron 3 Nano Omni 30B A3B good for multimodal and grounded tasks?
Nemotron 3 Nano Omni 30B A3B has visible benchmark coverage in multimodal and grounded tasks, but BenchLM does not currently assign it a global category rank there.
Is Nemotron 3 Nano Omni 30B A3B good for instruction following?
Nemotron 3 Nano Omni 30B A3B ranks #18 out of 31 models in instruction following benchmarks with an average score of 78.7. There are stronger options in this category.
Is Nemotron 3 Nano Omni 30B A3B open source?
Yes, Nemotron 3 Nano Omni 30B A3B is an open weight model created by NVIDIA, meaning it can be downloaded and run locally or fine-tuned for specific use cases.
Does Nemotron 3 Nano Omni 30B A3B have full benchmark coverage on BenchLM?
Not yet. Nemotron 3 Nano Omni 30B A3B currently has 29 published benchmark scores out of the 323 benchmarks BenchLM tracks. BenchLM only exposes non-generated public benchmark rows, so missing categories stay blank until a sourced evaluation is available.
What is the context window size of Nemotron 3 Nano Omni 30B A3B?
Nemotron 3 Nano Omni 30B A3B has a published context window of 256K, which determines how much text it can process in a single interaction.
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