Model comparison
Nemotron 3 Ultra vs Qwen3 Max
Head-to-head evidence from 13 shared benchmark results across 6 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Verified leaderboard positions: Nemotron 3 Ultra #24; Qwen3 Max unranked
BenchAlign evidence: Nemotron 3 Ultra not scored; Qwen3 Max estimated. Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Nemotron 3 Ultra and Qwen3 Max share 13 comparable benchmark results. 0 of 8 categories are comparable. 26 results are unique to Nemotron 3 Ultra; 2 to Qwen3 Max.
Updated July 16, 2026- Shared results
- 13
- Nemotron 3 Ultra only
- 26
- Qwen3 Max only
- 2
- Comparable categories
- 0 / 8
Benchmark data for Nemotron 3 Ultra and Qwen3 Max is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 13 shared benchmark results across 6 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.
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 Ultra | Δ | Qwen3 Max |
|---|---|---|---|
| Agentic | Nemotron 3 Ultra51.3 | MarginNo overlap | Qwen3 MaxNot measured |
| Coding | Nemotron 3 Ultra58.3 | MarginNo overlap | Qwen3 MaxNot measured |
| Reasoning | Nemotron 3 Ultra61.9 | MarginNo overlap | Qwen3 MaxNot measured |
| Knowledge | Nemotron 3 Ultra54.2 | MarginNo overlap | Qwen3 MaxNot measured |
| Multilingual | Nemotron 3 Ultra83.0 | MarginNo overlap | Qwen3 MaxNot measured |
| Inst. Following | Nemotron 3 Ultra81.7 | MarginNo overlap | Qwen3 MaxNot measured |
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Nemotron 3 Ultra | Qwen3 Max | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Nemotron 3 Ultra$0 input / $0 output | Qwen3 MaxNot available | A complete price comparison is not available. |
| Generation speedtokens per second | Nemotron 3 UltraNot available | Qwen3 MaxNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Nemotron 3 UltraNot available | Qwen3 MaxNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Nemotron 3 Ultra1M | Qwen3 Max1M | Listed context windows are equal. |
Benchmark Deep Dive
Agentic13 benchmarks
| Benchmark | Nemotron 3 Ultra | Qwen3 Max | Result |
|---|---|---|---|
| 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 |
| GDPval-AASource | 33.2% | — | Not comparable |
| HLE w/ toolsSource | 37.4% | — | Not comparable |
| AA Agentic IndexSource | 27.4% | — | Not comparable |
| τ²-bench resultsSource | 83.3% | 74.3% | Nemotron 3 Ultra leads |
| GDPval-AASource | 1164 | — | Not comparable |
| AA BriefcaseSource | 870 | — | Not comparable |
| AA EnterpriseOps-GymSource | 28.9% | — | Not comparable |
| AA Harvey LABSource | 3.3% | — | Not comparable |
| Gert LabsSource | — | 43.74% | Not comparable |
Coding9 benchmarks
| Benchmark | Nemotron 3 Ultra | Qwen3 Max | Result |
|---|---|---|---|
| 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 |
| AA Coding IndexSource | 49.3% | — | Not comparable |
| Terminal-Bench HardSource | 36.4% | 20.5% | Nemotron 3 Ultra leads |
| AA-SciCodeSource | 39.9% | 38.3% | Nemotron 3 Ultra leads |
| Vibe Code BenchSource | — | 3.51% | Not comparable |
Reasoning3 benchmarks
Knowledge12 benchmarks
| Benchmark | Nemotron 3 Ultra | Qwen3 Max | Result |
|---|---|---|---|
| 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-Omniscience AccuracySource | 21.6% | 24.4% | Qwen3 Max leads |
| Artificial Analysis Intelligence IndexSource | 37.8% | 24.0% | Nemotron 3 Ultra leads |
| AA-GPQA DiamondSource | 86.7% | 76.4% | Nemotron 3 Ultra leads |
| AA-HLESource | 26.6% | 11.1% | Nemotron 3 Ultra leads |
| AA-Omniscience IndexSource | -0.8% | -43.1% | Nemotron 3 Ultra leads |
| AA-Omniscience Hallucination RateSource | 28.5% | 89.4% | Nemotron 3 Ultra leads |
| AA Openness IndexSource | 83.3% | — | Not comparable |
Multilingual1 benchmarks
| Benchmark | Nemotron 3 Ultra | Qwen3 Max | Result |
|---|---|---|---|
| MMLU-ProXSource | 83% | — | Not comparable |
Multimodal1 benchmarks
| Benchmark | Nemotron 3 Ultra | Qwen3 Max | Result |
|---|---|---|---|
| Design Arena WebsiteSource | 1132 | 1153 | Qwen3 Max leads |
Frequently Asked Questions (3)
Can I compare Nemotron 3 Ultra and Qwen3 Max 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 Ultra and Qwen3 Max today?
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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