# Nemotron 3.5 Super VL 120B A12B NVFP4 Benchmark Scores & Performance

> Nemotron 3.5 Super VL 120B A12B NVFP4 by NVIDIA has 28 source-displayable benchmark rows but no public overall score. It remains unranked.

Canonical page: https://benchlm.ai/models/nemotron-3-5-super-vl-120b-a12b-nvfp4

Last updated: October 15, 2026

## Model Details

| Property | Value |
|----------|-------|
| Creator | NVIDIA |
| Source Type | Open Weight |
| Reasoning Type | Reasoning |
| Context Window | 1M |
| Official model card | [NVIDIA NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| Overall Score | Not computed (unranked) |
| Overall Rank | Unranked |

## Family & Coverage

- Family: Nemotron 3.5 Super VL
- Variant: quantized (NVFP4)
- Benchmarks covered: 28 of 638
- Sibling models: [Nemotron 3.5 Super VL 120B A12B](/models/nemotron-3-5-super-vl-120b-a12b)
- Coverage note: Published evidence is shown below; no public overall score is assigned.

## Agentic Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [Terminal-Bench 2.1](/benchmarks/terminalbench21) | 60.8% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| [τ²-bench Airline](/benchmarks/tau2airline) | 75.8% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| [τ³-bench results](/benchmarks/tau3-bench) | 17.8% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| [GDPval-AA](/benchmarks/gdpvalaa) | 1206 | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| [BrowseComp](/benchmarks/browsecomp) | 77.5% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| [GDPval-AA](/benchmarks/gdpvalaanormalized) | 33.1% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/nemotron-3-5-super-vl) |

## Coding Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [LiveCodeBench v6](/benchmarks/livecodebench-v6) | 87.4% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| [SWE-bench Verified](/benchmarks/swe-bench-verified) | 71.1% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| [SWE Multilingual](/benchmarks/swe-bench-multilingual) | 67% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| [SWE-bench Pro](/benchmarks/swe-bench-pro) | 51.3% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| [AA-SciCode](/benchmarks/aascicode) | 47.8% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/nemotron-3-5-super-vl) |

## Multimodal & Grounded Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [BabyVision](/benchmarks/babyvision) | 29.5% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| [MMLongBench-Doc](/benchmarks/mmlongbenchdoc) | 62.8% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| [V*](/benchmarks/vstar) | 86.0% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| [MathVision](/benchmarks/mathvision) | 77.8% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| [CharXiv](/benchmarks/charxiv) | 79.9% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |

## Reasoning Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [AA-LCR](/benchmarks/lcr) | 67.7% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| [CritPt](/benchmarks/critpt) | 10.6% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/nemotron-3-5-super-vl) |

## Knowledge Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [GPQA-D](/benchmarks/gpqa-diamond) | 89.9% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| [HLE w/o tools](/benchmarks/hlenotools) | 31.4% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| [HLE](/benchmarks/hle) | 29% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| [AA-Omniscience Accuracy](/benchmarks/omniscienceaccuracy) | 25.9% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| [AA-Omniscience Hallucination Rate](/benchmarks/omnisciencehallucinationrate) | 27.7% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| [AA-Omniscience Index](/benchmarks/aaomniscienceindex) | 5.3% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |
| [Artificial Analysis Intelligence Index](/benchmarks/artificialanalysis) | 26.5% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/nemotron-3-5-super-vl) |
| [AA-HLE](/benchmarks/aahle) | 30.7% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/nemotron-3-5-super-vl) |

## Instruction Following Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [IFBench](/benchmarks/ifbench) | 71.5% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |

## Mathematics Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [Apex Shortlist](/benchmarks/apexshortlist) | 89.4% | [NVIDIA Nemotron 3.5 Super VL NVFP4 model card](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4) |

## Other NVIDIA Models

- [Nemotron 3.5 Super VL 120B A12B](/models/nemotron-3-5-super-vl-120b-a12b) - Score: 49.51
- [Nemotron 3 Ultra](/models/nemotron-3-ultra) - Score: 46.99
- [Nemotron 3.5 Bolt 74B-A9B](/models/nemotron-3-5-bolt-74b-a9b) - Score: 43.39
- [Nemotron 3 Nano Omni 30B A3B](/models/nemotron-3-nano-omni-30b-a3b) - Score: 32.31
- [Nemotron 3.5 Lightning 30B A3B NVFP4](/models/nemotron-3-5-lightning-30b-a3b-nvfp4) - Score: 26.31
- [Nemotron-4 15B](/models/nemotron-4-15b) - Score: 9.94
- [Nemotron Ultra 253B](/models/nemotron-ultra-253b) - Score: not computed
- [Nemotron 3 Super 100B](/models/nemotron-3-super-100b) - Score: not computed
- [Nemotron 3 Nano 30B](/models/nemotron-3-nano-30b) - Score: not computed
- [Nemotron 3 Super 120B A12B](/models/nemotron-3-super-120b-a12b) - Score: not computed
- [Cosmos3-Edge](/models/cosmos3-edge) - Score: not computed
- [Nemotron 3.5 ASR Streaming 0.6B](/models/nemotron-3-5-asr-streaming-0-6b) - Score: not computed
- [Parakeet TDT 0.6B v3](/models/parakeet-tdt-0-6b-v3) - Score: not computed
- [Audio Flamingo 3 7B](/models/audio-flamingo-3-7b) - Score: not computed
- [Canary 180M Flash](/models/canary-180m-flash) - Score: not computed
- [Parakeet CTC 1.1B](/models/parakeet-ctc-1-1b) - Score: not computed
- [Llama-3.1-Nemotron-70B-Reward (JudgeBench)](/models/native-judgebench-llama-3-1-nemotron-70b-reward) - Score: not computed
- [Llama-3.3-Nemotron-70B-Reward (JudgeBench)](/models/native-judgebench-llama-3-3-nemotron-70b-reward) - Score: not computed
- [Llama-3.3-Nemotron-70B-Reward-Multilingual (JudgeBench)](/models/native-judgebench-llama-3-3-nemotron-70b-reward-multilingual) - Score: not computed
- [Llama-3.3-Nemotron-70B-Reward-Principle (JudgeBench)](/models/native-judgebench-llama-3-3-nemotron-70b-reward-principle) - Score: not computed
- [Llama-3.3-Nemotron-Super-49B-GenRM (JudgeBench)](/models/native-judgebench-llama-3-3-nemotron-super-49b-genrm) - Score: not computed
- [Llama-3.3-Nemotron-Super-49B-GenRM + voting@32 (JudgeBench)](/models/native-judgebench-llama-3-3-nemotron-super-49b-genrm-voting-32) - Score: not computed
- [Llama-3.3-Nemotron-Super-49B-GenRM-Multilingual (JudgeBench)](/models/native-judgebench-llama-3-3-nemotron-super-49b-genrm-multilingual) - Score: not computed
- [Llama-3.3-Nemotron-Super-49B-GenRM-Multilingual + voting@32 (JudgeBench)](/models/native-judgebench-llama-3-3-nemotron-super-49b-genrm-multilingual-voting-32) - Score: not computed
- [Nemotron 3.5 Bolt E4B](/models/nemotron-3-5-bolt-e4b) - Score: not computed
- [Qwen-2.5-Nemotron-32B-Reward (JudgeBench)](/models/native-judgebench-qwen-2-5-nemotron-32b-reward) - Score: not computed
- [Qwen-3-Nemotron-32B-Reward (JudgeBench)](/models/native-judgebench-qwen-3-nemotron-32b-reward) - Score: not computed
- [Qwen3-Nemotron-32B-GenRM-Principle (JudgeBench)](/models/native-judgebench-qwen3-nemotron-32b-genrm-principle) - Score: not computed