# Nemotron 3.5 Super VL 120B A12B vs Nemotron 3.5 Super VL 120B A12B NVFP4

> Side-by-side benchmark comparison for Nemotron 3.5 Super VL 120B A12B and Nemotron 3.5 Super VL 120B A12B NVFP4 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/nemotron-3-5-super-vl-120b-a12b-vs-nemotron-3-5-super-vl-120b-a12b-nvfp4
- Last updated: October 15, 2026

- Shared sourced benchmarks: 18
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Nemotron 3.5 Super VL 120B A12B NVFP4 leads by point estimate. Conditional score ranges do not establish rank confidence. Choose using the category evidence and your own workload tests.

## Summary

- Nemotron 3.5 Super VL 120B A12B NVFP4 has the higher overall point estimate 58 to 49.51. Conditional score ranges do not establish rank confidence.
- The clearest category separation is in multimodal & grounded, where the averages are 62 for Nemotron 3.5 Super VL 120B A12B and 59.5 for Nemotron 3.5 Super VL 120B A12B NVFP4.
- The biggest single benchmark swing is Terminal-Bench 2.1 in Agentic, with scores of 66.7% and 60.8%.

## Model Snapshot

| Property | Nemotron 3.5 Super VL 120B A12B | Nemotron 3.5 Super VL 120B A12B NVFP4 |
|----------|----------|----------|
| Creator | NVIDIA | NVIDIA |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 1M |
| Overall Score | 49.51 | null |
| Benchmarks Covered | 19 | 18 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B public-lane score: 44.2 (Estimated · #61/127)
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: Coming soon

| Benchmark | Nemotron 3.5 Super VL 120B A12B | Nemotron 3.5 Super VL 120B A12B NVFP4 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 66.7% | 60.8% | Nemotron 3.5 Super VL 120B A12B |
| τ²-bench Airline | 76.5% | 75.8% | Nemotron 3.5 Super VL 120B A12B |
| τ³-bench results | 18.9% | 17.8% | Nemotron 3.5 Super VL 120B A12B |
| BrowseComp | 78% | 77.5% | Nemotron 3.5 Super VL 120B A12B |

### Coding

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B public-lane score: Coming soon
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: Coming soon

| Benchmark | Nemotron 3.5 Super VL 120B A12B | Nemotron 3.5 Super VL 120B A12B NVFP4 | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v6 | 88.2% | 87.4% | Nemotron 3.5 Super VL 120B A12B |
| SWE-bench Verified | 71.1% | 71.1% | Nemotron 3.5 Super VL 120B A12B |
| SWE Multilingual | 67.7% | 67% | Nemotron 3.5 Super VL 120B A12B |
| SWE-bench Pro | 51.8% | 51.3% | Nemotron 3.5 Super VL 120B A12B |

### Reasoning

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B public-lane score: 73 (Unranked · 2 rankable rows)
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: 72.4 (Unranked · 1 rankable row)

| Benchmark | Nemotron 3.5 Super VL 120B A12B | Nemotron 3.5 Super VL 120B A12B NVFP4 | Winner |
|-----------|-----------|-----------|--------|
| CritPt | 10.9% | Coming soon | Coming soon |

### Multimodal & Grounded

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B public-lane score: 62 (Unranked · 5 rankable rows)
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: 59.5 (Unranked · 5 rankable rows)

| Benchmark | Nemotron 3.5 Super VL 120B A12B | Nemotron 3.5 Super VL 120B A12B NVFP4 | Winner |
|-----------|-----------|-----------|--------|
| BabyVision | 29.6% | 29.5% | Nemotron 3.5 Super VL 120B A12B |
| MMLongBench-Doc | 62.8% | 62.8% | Tie |
| V* | 85.6% | 86.0% | Nemotron 3.5 Super VL 120B A12B NVFP4 |
| MathVision | 78.2% | 77.8% | Nemotron 3.5 Super VL 120B A12B |
| CharXiv | 80.8% | 79.9% | Nemotron 3.5 Super VL 120B A12B |

### Knowledge

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B public-lane score: 51.8 (Estimated · #73/184)
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: Coming soon

| Benchmark | Nemotron 3.5 Super VL 120B A12B | Nemotron 3.5 Super VL 120B A12B NVFP4 | Winner |
|-----------|-----------|-----------|--------|
| GPQA-D | 89.5% | 89.9% | Nemotron 3.5 Super VL 120B A12B NVFP4 |
| HLE w/o tools | 31.8% | 31.4% | Nemotron 3.5 Super VL 120B A12B |
| HLE | 29.2% | 29% | Nemotron 3.5 Super VL 120B A12B |

### Instruction Following

- Winner: Nemotron 3.5 Super VL 120B A12B NVFP4
- Nemotron 3.5 Super VL 120B A12B public-lane score: 66.6 (#72/146)
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: 68.1 (#71/146)

| Benchmark | Nemotron 3.5 Super VL 120B A12B | Nemotron 3.5 Super VL 120B A12B NVFP4 | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 70.9% | 71.5% | Nemotron 3.5 Super VL 120B A12B NVFP4 |

### Mathematics

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B public-lane score: Coming soon
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: Coming soon

| Benchmark | Nemotron 3.5 Super VL 120B A12B | Nemotron 3.5 Super VL 120B A12B NVFP4 | Winner |
|-----------|-----------|-----------|--------|
| Apex Shortlist | 88.4% | 89.4% | Nemotron 3.5 Super VL 120B A12B NVFP4 |

## FAQ

### Which is better overall, Nemotron 3.5 Super VL 120B A12B or Nemotron 3.5 Super VL 120B A12B NVFP4?

Nemotron 3.5 Super VL 120B A12B NVFP4 has the higher overall point estimate. Conditional score ranges do not establish rank confidence.

### Where is the biggest gap between Nemotron 3.5 Super VL 120B A12B and Nemotron 3.5 Super VL 120B A12B NVFP4?

The widest category gap is in multimodal & grounded, where the averages are 62 for Nemotron 3.5 Super VL 120B A12B and 59.5 for Nemotron 3.5 Super VL 120B A12B NVFP4.

### How many benchmarks does Nemotron 3.5 Super VL 120B A12B cover on BenchLM?

Nemotron 3.5 Super VL 120B A12B currently has 19 sourced benchmark scores on BenchLM.

### How many benchmarks does Nemotron 3.5 Super VL 120B A12B NVFP4 cover on BenchLM?

Nemotron 3.5 Super VL 120B A12B NVFP4 currently has 18 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Nemotron 3.5 Super VL 120B A12B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-nemotron-3-5-super-vl-120b-a12b)
- [Nemotron 3.5 Super VL 120B A12B NVFP4 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-nemotron-3-5-super-vl-120b-a12b-nvfp4)
- [Nemotron 3.5 Super VL 120B A12B vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-nemotron-3-5-super-vl-120b-a12b)
- [Nemotron 3.5 Super VL 120B A12B NVFP4 vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-nemotron-3-5-super-vl-120b-a12b-nvfp4)

## Explore More

- [Nemotron 3.5 Super VL 120B A12B profile](/models/nemotron-3-5-super-vl-120b-a12b)
- [Nemotron 3.5 Super VL 120B A12B NVFP4 profile](/models/nemotron-3-5-super-vl-120b-a12b-nvfp4)
- [Compare Pricing](/llm-pricing)
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- [Overall Rankings](/best/overall)