- Terminal Bench 2.1 56.4
- GDPVal (metric not stated) 46.7
- SWE-Bench Verified 70.7
- SWE-Bench Multilingual 67.7
- ProfBench (Search) 56
- PinchBench 90
- Mean of TauBench V3 Airline 81.5 / Retail 86.4 / Telecom 92.9 86.9
- TauBench V3 Banking 22.6
- BrowseComp 44.4
- Vals.ai Financial Agent 1.1 without web search (with web search 53.7) 60.1
- IOI 2025 570
- LiveCodeBench (v6) 89
- IMOAnswerBench (no tools); with tools 92.3 88.6
- Apex-Shortlist (no tools); with tools 84.8 74.9
- GPQA (no tools) 87
- SciCode (subtask) 44.6
- HLE (no tools); with tools 37.4 26.7
- CritPt (no tools) 3.1
- MMLU-Pro 86.8
- OmniScience Accuracy 24.1 (Non-Hallucination 78.7), not the net index 24.1
- IFBench (prompt loose) 81.7
- Multi-Challenge 63.8
- AA-LCR 65.4
- RULER (1M) 94.7
- Longbench v2 (≤ 1M) 61.9
- MMLU-ProX (avg en/de/fr/es/it/ja/zh/hi/pt/ko) 83
- WMT24++ (en→xx) 83.7
Nemotron 3 Ultra
Nemotron 3 Ultra ranks first on IMO-ProofBench.
NVIDIA Released 4 Jun 2026 77
Benchmarks with a score
1
Ranked first, out of five or more models
4
In the top three
NVIDIA Jun 2026 Nemotron 3 Ultra
Open weights
146.0
#86 of 271
Epoch Capabilities Index
- IFBench 81.7% #4 /70
- SciCode 44.6% #20 /47
- AA-LCR (Artificial Analysis Long Context Reasoning) 65.4% #15 /31
Where it ranks
Its best score on each benchmark, and where that ranks among every model with a score there. We rank each model once, at its best setting.
Knowledge and language
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| IFBench | 81.7% | #4 of 70 | Model card | |
| MMLU-Pro | 86.8% | #12 of 151 | Model card | |
| RULER | 94.7% | #8 of 38 | Model card | |
| LMArena (Elo) | 1,427 | #93 of 333 | Official leaderboard | |
| MMLU-ProX | 83% | #5 of 17 | Model card | |
| LongBench v2 | 61.9% | #8 of 27 | Model card | |
| BullshitBench | 41.8% | #33 of 107 | Official leaderboard | |
| MultiChallenge | 63.8% | #12 of 36 | Model card | |
| BullshitBench V2 | 49% | #46 of 122 | Official leaderboard | |
| AA-LCR (Artificial Analysis Long Context Reasoning) | 65.4% | #15 of 31 | Model card | |
| Humanity's Last Exam | 26.7% | #80 of 147 | Model card | |
| AA-Omniscience | 24.1% | #10 of 17 | Model card | |
| SEA-HELM | 64.1 | #43 of 62 | Official leaderboard | |
| WMT24++ | 83.7% | #10 of 12 | Model card |
Math and science
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| IMO-AnswerBench | 88.6% | #7 of 37 | Model card | |
| IMO-ProofBench | 82.3% | #1 of 5 | Model card | |
| MathArena (Apex, IMO, USAMO) | 74.9% | #3 of 13 | Model card | |
| DTBench | 83.5% | #48 of 178 | Official leaderboard | |
| GPQA Diamond | 85.3% | #70 of 219 | Epoch AI | |
| USAMO 2026 | 97.6% | #2 of 6 | Model card | |
| OTIS Mock AIME 2024-2025 | 86.7% | #73 of 202 | Epoch AI | |
| CritPt | 3.14% | #79 of 160 | Epoch AI | |
| SimpleBench | 41.7% | #64 of 100 | Official leaderboard | |
| IMO 2025 | 83.3% | #4 of 6 | Model card | |
| ProofBench | 2.00% | #56 of 59 | Official leaderboard | |
| LatchBio Capabilities v1.0 | 24.2% | #26 of 27 | Official leaderboard |
Coding
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| LiveCodeBench v6 | 89% | #9 of 76 | Model card | |
| SciCode | 44.6% | #20 of 47 | Model card | |
| SWE-bench Verified | 70.7% | #71 of 150 | Model card | |
| StructEval | 74.3% | #15 of 28 | Official leaderboard | |
| WeirdML | 43.5% | #65 of 112 | Official leaderboard | |
| SWE-bench Multilingual | 67.7% | #45 of 70 | Model card | |
| Vibe Code Bench | 7.64% | #99 of 115 | Official leaderboard | |
| Code Migration | 4.91% | #72 of 78 | Official leaderboard | |
| FrontierCode | 13.6% | #43 of 46 | Epoch AI |
Agents and tools
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| PinchBench 2.0 | 89.9% | #4 of 57 | Official leaderboard | |
| tau3-bench | 86.9% | #2 of 12 | Model card | |
| PinchBench | 90% | #5 of 13 | Model card | |
| SnakeBench | 24 | #87 of 183 | Official leaderboard | |
| Mystery Game Puzzles | 20% | #46 of 80 | Epoch AI | |
| τ³-bench Banking | 22.6% | #12 of 20 | Model card | |
| MCP Atlas | 63.1% | #26 of 34 | Official leaderboard | |
| BrowseComp | 44.4% | #64 of 77 | Model card | |
| Terminal-Bench 2.1 | 56.4% | #45 of 53 | Model card | |
| Agent Arena | -0.16 | #50 of 53 | Official leaderboard | |
| Toolathlon-Verified | 34.3% | #24 of 25 | Official leaderboard | |
| Pencil Puzzle Bench | 0% | #53 of 53 | Official leaderboard |
Professional work
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| CorpFin v2 | 65.5% | #28 of 119 | Official leaderboard | |
| TaxEval v2 | 73.1% | #51 of 129 | Official leaderboard | |
| ProfBench | 56% | #1 of 2 | Model card | |
| LegalBench | 82.1% | #74 of 138 | Official leaderboard | |
| MedCode | 38.6% | #66 of 96 | Official leaderboard | |
| Vals Finance Agent | 60.1% | #6 of 8 | Model card | |
| Harvey LAB (Legal Agent Benchmark) | 0.42% | #63 of 80 | Official leaderboard | |
| Legal Research Bench | 15.4% | #71 of 88 | Official leaderboard | |
| Vals Finance Agent v2 | 37.7% | #67 of 80 | Official leaderboard | |
| Excel Modeling Benchmark | 31.7% | #65 of 76 | Official leaderboard | |
| JobBench | 27.2% | #14 of 16 | Official leaderboard | |
| APEX-Agents | 22.7% | #54 of 56 | Epoch AI | |
| GDPval | 46.7% | #10 of 10 | Model card |
Safety and security
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| FORTRESS | 26.4% | #35 of 66 | Official leaderboard | |
| DistressBench | 62.1% | #38 of 42 | Official leaderboard | |
| TxBench-Antibody-Discovery | 21% | #26 of 28 | Official leaderboard | |
| TxBench-Oligo-Discovery | 25.1% | #26 of 28 | Official leaderboard | |
| OncologyBench | 1.33% | #28 of 30 | Official leaderboard | |
| BioSecBench-Refusal | 0% | #21 of 22 | Official leaderboard | |
| MetagenomicsBench | 16.3% | #25 of 26 | Official leaderboard | |
| BioSecBench-Function | 21.6% | #26 of 27 | Official leaderboard | |
| BioSecBench-Surveillance | 21.2% | #26 of 27 | Official leaderboard | |
| EpiBench | 11.3% | #26 of 27 | Official leaderboard | |
| scBench-Long | 3.03% | #26 of 27 | Official leaderboard | |
| SpatialBench-Long | 15.9% | #26 of 27 | Official leaderboard | |
| VariantBench | 17.8% | #26 of 27 | Official leaderboard | |
| TxBench-Preclinical-Pharmacology | 22.7% | #27 of 28 | Official leaderboard |
Other
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| Conceptual Reasoning Index | 51.8 | #63 of 149 | Official leaderboard | |
| LMCA | 36.9% | #65 of 139 | Epoch AI | |
| ACCoRD | 64.6 | #74 of 150 | Official leaderboard |
NVIDIA's models over time
NVIDIA's models in color, against every other model on the Epoch Capabilities Index, by release date.
Its launch post
The benchmarks the lab chose to headline, with the scores it gave.
Its system card
Every result in the longer documents the lab published with it. 4 of them aren't in the launch post.
Capabilities
- Terminal-Bench 2.1 56.4
- GDPval 46.7
- SWE-bench Verified 70.7
- SWE-bench Multilingual 67.7
- ProfBench 56
- PinchBench 90
- tau3-bench 70.9
- τ³-bench Banking 22.6
- BrowseComp 44.4
- Vals Finance Agent 60.1
- IOI 2025 570
- LiveCodeBench v6 89
- IMO-AnswerBench 88.6
- MathArena (Apex, IMO, USAMO) 74.9
- GPQA Diamond 87
- SciCode 44.6
- Humanity's Last Exam 26.7
- CritPt 3.1
- MMLU-Pro 86.8
- IFBench 81.7
- MultiChallenge 63.8
- AA-LCR (Artificial Analysis Long Context Reasoning) 65.4
- RULER 94.7
- LongBench v2 61.9
- MMLU-ProX 83
- WMT24++ 83.7
- IMO-ProofBench 82.3
- IMO 2025 83.3
- Putnam 2025 96.7
- USAMO 2026 97.6