# Nemotron 3.5 Super VL 120B A12B NVFP4 vs Qwen3.7 Plus

> Side-by-side benchmark comparison for Nemotron 3.5 Super VL 120B A12B NVFP4 and Qwen3.7 Plus across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/nemotron-3-5-super-vl-120b-a12b-nvfp4-vs-qwen3-7-plus
- Last updated: October 15, 2026

- Shared sourced benchmarks: 9
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Pick Nemotron 3.5 Super VL 120B A12B NVFP4 if you want the stronger benchmark profile. Qwen3.7 Plus only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- Nemotron 3.5 Super VL 120B A12B NVFP4 leads overall 58 to 53.79.
- The clearest category separation is in instruction following, where the averages are 68.1 for Nemotron 3.5 Super VL 120B A12B NVFP4 and 92.8 for Qwen3.7 Plus.
- The biggest single benchmark swing is MathVision in Multimodal & Grounded, with scores of 77.8% and 90.3%.

## Model Snapshot

| Property | Nemotron 3.5 Super VL 120B A12B NVFP4 | Qwen3.7 Plus |
|----------|----------|----------|
| Creator | NVIDIA | Alibaba |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 1M |
| Overall Score | null | 53.79 |
| Benchmarks Covered | 18 | 53 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | N/A |

## Category Breakdown

### Agentic

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 35.3 (Supported · #80/127)

| Benchmark | Nemotron 3.5 Super VL 120B A12B NVFP4 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 60.8% | Coming soon | Coming soon |
| τ²-bench Airline | 75.8% | Coming soon | Coming soon |
| τ³-bench results | 17.8% | Coming soon | Coming soon |
| BrowseComp | 77.5% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 70.3% | Coming soon |
| QwenClawBench | Coming soon | 61.8% | Coming soon |
| Claw-Eval | Coming soon | 62.7% | Coming soon |
| BFCL v4 | Coming soon | 72.9% | Coming soon |
| MCP Atlas | Coming soon | 73.2% | Coming soon |
| VITA-Bench | Coming soon | 45.6% | Coming soon |
| DeepPlanning | Coming soon | 62.3% | Coming soon |
| OSWorld-Verified | Coming soon | 73.3% | Coming soon |
| AndroidWorld | Coming soon | 81.0% | Coming soon |
| OSWorld 2.0 | Coming soon | 2.8% | Coming soon |
| Terminal-Bench 2.1 (Vals) | Coming soon | 52.8% | Coming soon |

### Coding

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 40.5 (Estimated · #64/150)

| Benchmark | Nemotron 3.5 Super VL 120B A12B NVFP4 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v6 | 87.4% | 89.6% | Qwen3.7 Plus |
| SWE-bench Verified | 71.1% | 77.7% | Qwen3.7 Plus |
| SWE Multilingual | 67% | 75.8% | Qwen3.7 Plus |
| SWE-bench Pro | 51.3% | 57.6% | Qwen3.7 Plus |
| Terminal-Bench 2.0 | Coming soon | 70.3% | Coming soon |
| NL2Repo | Coming soon | 41.1% | Coming soon |
| SciCode | Coming soon | 51.3% | Coming soon |

### Reasoning

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: 72.4 (Unranked · 1 rankable row)
- Qwen3.7 Plus public-lane score: 80.9 (Unranked · 3 rankable rows)

| Benchmark | Nemotron 3.5 Super VL 120B A12B NVFP4 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| CritPt | Coming soon | 9.1% | Coming soon |
| MRCRv2 | Coming soon | 91.7% | Coming soon |

### Multimodal & Grounded

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: 59.5 (Unranked · 5 rankable rows)
- Qwen3.7 Plus public-lane score: 82 (#16/54)

| Benchmark | Nemotron 3.5 Super VL 120B A12B NVFP4 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| BabyVision | 29.5% | Coming soon | Coming soon |
| MMLongBench-Doc | 62.8% | Coming soon | Coming soon |
| V* | 86.0% | Coming soon | Coming soon |
| MathVision | 77.8% | 90.3% | Qwen3.7 Plus |
| CharXiv | 79.9% | 85.9% | Qwen3.7 Plus |
| MMMU-Pro | Coming soon | 79% | Coming soon |
| ERQA | Coming soon | 69.8% | Coming soon |
| MedXpertQA (MM) | Coming soon | 71.0% | Coming soon |
| ScreenSpot Pro | Coming soon | 79.0% | Coming soon |
| SimpleVQA | Coming soon | 81.7% | Coming soon |
| MMSearch-Plus | Coming soon | 41.4% | Coming soon |
| RealWorldQA | Coming soon | 86.9% | Coming soon |
| OmniDocBench 1.5 | Coming soon | 91.4% | Coming soon |
| OCRBench V2 | Coming soon | 70.7% | Coming soon |
| ODINW13 | Coming soon | 51.1% | Coming soon |
| Video-MME (with subtitle) | Coming soon | 88.0% | Coming soon |
| VideoMMMU | Coming soon | 85.4% | Coming soon |
| MLVU (M-Avg) | Coming soon | 87.4% | Coming soon |

### Knowledge

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 53.5 (Estimated · #65/184)

| Benchmark | Nemotron 3.5 Super VL 120B A12B NVFP4 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| GPQA-D | 89.9% | 90.3% | Qwen3.7 Plus |
| HLE w/o tools | 31.4% | Coming soon | Coming soon |
| HLE | 29% | 34.7% | Qwen3.7 Plus |
| GPQA | Coming soon | 90.3% | Coming soon |
| MMLU-Pro | Coming soon | 88.5% | Coming soon |
| MMLU-Redux | Coming soon | 94.5% | Coming soon |
| SuperGPQA | Coming soon | 71.4% | Coming soon |
| MMMLU | Coming soon | 89.0% | Coming soon |

### Multilingual

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 95.7 (#3/17)

| Benchmark | Nemotron 3.5 Super VL 120B A12B NVFP4 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | Coming soon | 85.4% | Coming soon |
| NOVA-63 | Coming soon | 58.8% | Coming soon |
| INCLUDE | Coming soon | 83.0% | Coming soon |
| MAXIFE | Coming soon | 88.8% | Coming soon |
| PolyMath | Coming soon | 84.0% | Coming soon |

### Instruction Following

- Winner: Qwen3.7 Plus
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: 68.1 (#71/146)
- Qwen3.7 Plus public-lane score: 92.8 (#17/146)

| Benchmark | Nemotron 3.5 Super VL 120B A12B NVFP4 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 71.5% | 79.1% | Qwen3.7 Plus |
| IFEval | Coming soon | 94.6% | Coming soon |

### Mathematics

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 64.3 (Unranked · 4 rankable rows)

| Benchmark | Nemotron 3.5 Super VL 120B A12B NVFP4 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| Apex Shortlist | 89.4% | Coming soon | Coming soon |
| HMMT Feb 2026 | Coming soon | 92.9% | Coming soon |
| IMOAnswerBench | Coming soon | 86.0% | Coming soon |
| Apex | Coming soon | 22.7% | Coming soon |
| FrontierMath v2 (Tiers 1-3) | Coming soon | 34.386% | Coming soon |

## FAQ

### Which is better overall, Nemotron 3.5 Super VL 120B A12B NVFP4 or Qwen3.7 Plus?

Nemotron 3.5 Super VL 120B A12B NVFP4 is ahead overall on BenchLM right now.

### Where is the biggest gap between Nemotron 3.5 Super VL 120B A12B NVFP4 and Qwen3.7 Plus?

The widest category gap is in instruction following, where the averages are 68.1 for Nemotron 3.5 Super VL 120B A12B NVFP4 and 92.8 for Qwen3.7 Plus.

### 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.

### How many benchmarks does Qwen3.7 Plus cover on BenchLM?

Qwen3.7 Plus currently has 53 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Nemotron 3.5 Super VL 120B A12B NVFP4 vs Nemotron 3.5 Super VL 120B A12B](/compare/nemotron-3-5-super-vl-120b-a12b-vs-nemotron-3-5-super-vl-120b-a12b-nvfp4)
- [Qwen3.7 Plus vs Nemotron 3.5 Super VL 120B A12B](/compare/nemotron-3-5-super-vl-120b-a12b-vs-qwen3-7-plus)
- [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)
- [Qwen3.7 Plus vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-qwen3-7-plus)

## Explore More

- [Nemotron 3.5 Super VL 120B A12B NVFP4 profile](/models/nemotron-3-5-super-vl-120b-a12b-nvfp4)
- [Qwen3.7 Plus profile](/models/qwen3-7-plus)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)