Model comparison
Nemotron 3 Nano 30B vs Nemotron 3 Ultra
Head-to-head evidence from 16 shared benchmark results across 5 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Verified leaderboard positions: Nemotron 3 Nano 30B unranked; Nemotron 3 Ultra #24
BenchAlign evidence: Nemotron 3 Nano 30B estimated; Nemotron 3 Ultra not scored. Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Nemotron 3 Nano 30B and Nemotron 3 Ultra share 16 comparable benchmark results. 0 of 8 categories are comparable. 0 results are unique to Nemotron 3 Nano 30B; 23 to Nemotron 3 Ultra.
Updated July 16, 2026- Shared results
- 16
- Nemotron 3 Nano 30B only
- 0
- Nemotron 3 Ultra only
- 23
- Comparable categories
- 0 / 8
Benchmark data for Nemotron 3 Nano 30B and Nemotron 3 Ultra is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 16 shared benchmark results across 5 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.
Nemotron 3 Ultra has the larger context window at 1M, compared with 32K for Nemotron 3 Nano 30B.
Category breakdown
Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.
| Category | Nemotron 3 Nano 30B | Δ | Nemotron 3 Ultra |
|---|---|---|---|
| Agentic | Nemotron 3 Nano 30BNot measured | MarginNo overlap | Nemotron 3 Ultra51.3 |
| Coding | Nemotron 3 Nano 30BNot measured | MarginNo overlap | Nemotron 3 Ultra58.3 |
| Reasoning | Nemotron 3 Nano 30BNot measured | MarginNo overlap | Nemotron 3 Ultra61.9 |
| Knowledge | Nemotron 3 Nano 30BNot measured | MarginNo overlap | Nemotron 3 Ultra54.2 |
| Multilingual | Nemotron 3 Nano 30BNot measured | MarginNo overlap | Nemotron 3 Ultra83.0 |
| Inst. Following | Nemotron 3 Nano 30BNot measured | MarginNo overlap | Nemotron 3 Ultra81.7 |
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Nemotron 3 Nano 30B | Nemotron 3 Ultra | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Nemotron 3 Nano 30B$0 input / $0 output | Nemotron 3 Ultra$0 input / $0 output | Listed prices are equal. |
| Generation speedtokens per second | Nemotron 3 Nano 30B152 tok/s | Nemotron 3 UltraNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Nemotron 3 Nano 30B1.90 s | Nemotron 3 UltraNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Nemotron 3 Nano 30B32K | Nemotron 3 Ultra1M | Nemotron 3 Ultra lists the larger context window. |
Benchmark Deep Dive
Agentic12 benchmarks
| Benchmark | Nemotron 3 Nano 30B | Nemotron 3 Ultra | Result |
|---|---|---|---|
| τ²-bench resultsSource | 40.9% | 83.3% | Nemotron 3 Ultra leads |
| GDPval-AASource | 0.0% | 33.2% | Nemotron 3 Ultra leads |
| GDPval-AASource | 484 | 1164 | Nemotron 3 Ultra leads |
| AA Agentic IndexSource | 2.0% | 27.4% | Nemotron 3 Ultra leads |
| Terminal-Bench 2.0Source | — | 56.4% | Not comparable |
| PinchBenchSource | — | 90.0% | Not comparable |
| BrowseCompSource | — | 44.4% | Not comparable |
| τ³-bench resultsSource | — | 70.9% | Not comparable |
| HLE w/ toolsSource | — | 37.4% | Not comparable |
| AA BriefcaseSource | — | 870 | Not comparable |
| AA EnterpriseOps-GymSource | — | 28.9% | Not comparable |
| AA Harvey LABSource | — | 3.3% | Not comparable |
Coding8 benchmarks
| Benchmark | Nemotron 3 Nano 30B | Nemotron 3 Ultra | Result |
|---|---|---|---|
| Terminal-Bench HardSource | 13.6% | 36.4% | Nemotron 3 Ultra leads |
| AA-SciCodeSource | 29.6% | 39.9% | Nemotron 3 Ultra leads |
| AA Coding IndexSource | 14.4% | 49.3% | Nemotron 3 Ultra leads |
| SWE-bench VerifiedSource | — | 71.9% | Not comparable |
| SWE MultilingualSource | — | 67.7% | Not comparable |
| LiveCodeBench v6Source | — | 89.0% | Not comparable |
| SciCodeSource | — | 44.6% | Not comparable |
| Terminal-Bench 2.0Source | — | 56.4% | Not comparable |
Reasoning3 benchmarks
Knowledge12 benchmarks
| Benchmark | Nemotron 3 Nano 30B | Nemotron 3 Ultra | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 14.2% | 37.8% | Nemotron 3 Ultra leads |
| AA-GPQA DiamondSource | 75.7% | 86.7% | Nemotron 3 Ultra leads |
| AA-HLESource | 10.2% | 26.6% | Nemotron 3 Ultra leads |
| AA-Omniscience IndexSource | -51.6% | -0.8% | Nemotron 3 Ultra leads |
| AA-Omniscience AccuracySource | 17.1% | 21.6% | Nemotron 3 Ultra leads |
| AA-Omniscience Hallucination RateSource | 82.9% | 28.5% | Nemotron 3 Ultra leads |
| GPQASource | — | 87% | Not comparable |
| GPQA-DSource | — | 87.0% | Not comparable |
| HLESource | — | 26.7% | Not comparable |
| HLE w/o toolsSource | — | 26.7% | Not comparable |
| MMLU-ProSource | — | 86.8% | Not comparable |
| AA Openness IndexSource | — | 83.3% | Not comparable |
Multilingual1 benchmarks
| Benchmark | Nemotron 3 Nano 30B | Nemotron 3 Ultra | Result |
|---|---|---|---|
| MMLU-ProXSource | — | 83% | Not comparable |
Multimodal1 benchmarks
| Benchmark | Nemotron 3 Nano 30B | Nemotron 3 Ultra | Result |
|---|---|---|---|
| Design Arena WebsiteSource | — | 1132 | Not comparable |
Frequently Asked Questions (3)
Can I compare Nemotron 3 Nano 30B and Nemotron 3 Ultra on BenchLM yet?
Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.
Why does this comparison show “coming soon”?
BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.
What data is available for Nemotron 3 Nano 30B and Nemotron 3 Ultra today?
Nemotron 3 Nano 30B: $0.00 input / $0.00 output per 1M tokens Nemotron 3 Ultra: $0.00 input / $0.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
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