Model comparison
Nemotron 3 Nano 30B vs o4-mini (high)
Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: Nemotron 3 Nano 30B #98 (Estimated); o4-mini (high) #118 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Nemotron 3 Nano 30B and o4-mini (high) share 0 comparable benchmark results. 0 of 8 categories are comparable. 15 results are unique to Nemotron 3 Nano 30B; 2 to o4-mini (high).
Updated July 21, 2026- Shared results
- 0
- Nemotron 3 Nano 30B only
- 15
- o4-mini (high) only
- 2
- Comparable categories
- 0 / 8
Benchmark data for Nemotron 3 Nano 30B and o4-mini (high) is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 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.
o4-mini (high) has the larger context window at 200K, compared with 32K for Nemotron 3 Nano 30B.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Nemotron 3 Nano 30B | o4-mini (high) | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Nemotron 3 Nano 30B$0 input / $0 output | o4-mini (high)Not available | A complete price comparison is not available. |
| Generation speedtokens per second | Nemotron 3 Nano 30B152 tok/s | o4-mini (high)161 tok/s | o4-mini (high) has the higher measured throughput. |
| First-answer latencyseconds to first token | Nemotron 3 Nano 30B1.90 s | o4-mini (high)21.94 s | Nemotron 3 Nano 30B reaches the first token sooner. |
| Context windowmaximum listed tokens | Nemotron 3 Nano 30B32K | o4-mini (high)200K | o4-mini (high) lists the larger context window. |
Benchmark Deep Dive
Agentic4 benchmarks
Coding2 benchmarks
Reasoning2 benchmarks
Knowledge6 benchmarks
| Benchmark | Nemotron 3 Nano 30B | o4-mini (high) | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 14.2% | — | Not comparable |
| AA-GPQA DiamondSource | 75.7% | — | Not comparable |
| AA-HLESource | 10.2% | — | Not comparable |
| AA-Omniscience IndexSource | -51.6% | — | Not comparable |
| AA-Omniscience AccuracySource | 17.1% | — | Not comparable |
| AA-Omniscience Hallucination RateSource | 82.9% | — | Not comparable |
Math2 benchmarks
Inst. Following1 benchmarks
| Benchmark | Nemotron 3 Nano 30B | o4-mini (high) | Result |
|---|---|---|---|
| AA-IFBenchSource | 71.1% | — | Not comparable |
Frequently Asked Questions (3)
Can I compare Nemotron 3 Nano 30B and o4-mini (high) 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 o4-mini (high) today?
Nemotron 3 Nano 30B: $0.00 input / $0.00 output per 1M tokens o4-mini (high): Pricing unavailable Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
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