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

> Side-by-side benchmark comparison for Nemotron 3.5 Super VL 120B A12B NVFP4 and Qwen3.7 Max 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-max
- Last updated: October 15, 2026

- Shared sourced benchmarks: 7
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

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

## Summary

- Qwen3.7 Max leads overall 62.64 to 58.
- 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 Max.
- The biggest single benchmark swing is HLE in Knowledge, with scores of 29% and 41.4%.

## Model Snapshot

| Property | Nemotron 3.5 Super VL 120B A12B NVFP4 | Qwen3.7 Max |
|----------|----------|----------|
| Creator | NVIDIA | Alibaba |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 1M |
| Overall Score | null | 62.64 |
| Benchmarks Covered | 18 | 43 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: Coming soon
- Qwen3.7 Max public-lane score: 40.8 (Supported · #66/127)

| Benchmark | Nemotron 3.5 Super VL 120B A12B NVFP4 | Qwen3.7 Max | 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 | 69.7% | Coming soon |
| QwenClawBench | Coming soon | 64.3% | Coming soon |
| Claw-Eval | Coming soon | 65.2% | Coming soon |
| BFCL v4 | Coming soon | 75.0% | Coming soon |
| MCP Atlas | Coming soon | 76.4% | Coming soon |
| VITA-Bench | Coming soon | 47.9% | Coming soon |
| HLE w/ tools | Coming soon | 53.5% | Coming soon |
| Gert Labs | Coming soon | 64.27% | Coming soon |
| ResearchClawBench | Coming soon | 18.7% | Coming soon |
| Terminal-Bench 2.1 (Vals) | Coming soon | 61.0% | Coming soon |

### Coding

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: Coming soon
- Qwen3.7 Max public-lane score: 44.1 (Supported · #55/150)

| Benchmark | Nemotron 3.5 Super VL 120B A12B NVFP4 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v6 | 87.4% | 91.6% | Qwen3.7 Max |
| SWE-bench Verified | 71.1% | 80.4% | Qwen3.7 Max |
| SWE Multilingual | 67% | 78.3% | Qwen3.7 Max |
| SWE-bench Pro | 51.3% | 60.6% | Qwen3.7 Max |
| NL2Repo | Coming soon | 47.2% | Coming soon |
| SciCode | Coming soon | 53.5% | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 69.7% | Coming soon |
| OpenHarmony Bench | Coming soon | 53.4% | Coming soon |
| LiveCodeBench (Vals) | Coming soon | 87.1% | Coming soon |
| SWE-bench (Vals) | Coming soon | 68.8% | 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 Max public-lane score: 82.3 (Unranked · 3 rankable rows)

| Benchmark | Nemotron 3.5 Super VL 120B A12B NVFP4 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| MRCRv2 | Coming soon | 90.4% | Coming soon |
| CritPt | Coming soon | 13.4% | 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 Max public-lane score: Coming soon

| Benchmark | Nemotron 3.5 Super VL 120B A12B NVFP4 | Qwen3.7 Max | 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% | Coming soon | Coming soon |
| CharXiv | 79.9% | Coming soon | Coming soon |

### Knowledge

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: Coming soon
- Qwen3.7 Max public-lane score: 61.2 (Supported · #46/184)

| Benchmark | Nemotron 3.5 Super VL 120B A12B NVFP4 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| GPQA-D | 89.9% | 92.4% | Qwen3.7 Max |
| HLE w/o tools | 31.4% | Coming soon | Coming soon |
| HLE | 29% | 41.4% | Qwen3.7 Max |
| GPQA | Coming soon | 92.4% | Coming soon |
| MMLU-Pro | Coming soon | 89.6% | Coming soon |
| MMLU-Redux | Coming soon | 95% | Coming soon |
| SuperGPQA | Coming soon | 73.6% | Coming soon |
| MMMLU | Coming soon | 90.3% | Coming soon |
| GPQA Diamond (Vals) | Coming soon | 90.2% | Coming soon |
| MMLU-Pro (Vals) | Coming soon | 89.3% | Coming soon |

### Multilingual

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: Coming soon
- Qwen3.7 Max public-lane score: 100 (#1/17)

| Benchmark | Nemotron 3.5 Super VL 120B A12B NVFP4 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | Coming soon | 87% | Coming soon |
| NOVA-63 | Coming soon | 59.0% | Coming soon |
| INCLUDE | Coming soon | 86.2% | Coming soon |
| MAXIFE | Coming soon | 89.2% | Coming soon |
| PolyMath | Coming soon | 86.5% | Coming soon |

### Instruction Following

- Winner: Qwen3.7 Max
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: 68.1 (#71/146)
- Qwen3.7 Max public-lane score: 92.8 (#16/146)

| Benchmark | Nemotron 3.5 Super VL 120B A12B NVFP4 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 71.5% | 79.1% | Qwen3.7 Max |
| IFEval | Coming soon | 94.3% | Coming soon |

### Mathematics

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B NVFP4 public-lane score: Coming soon
- Qwen3.7 Max public-lane score: 79 (#2/12)

| Benchmark | Nemotron 3.5 Super VL 120B A12B NVFP4 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| Apex Shortlist | 89.4% | Coming soon | Coming soon |
| HMMT Feb 2026 | Coming soon | 97.1% | Coming soon |
| IMOAnswerBench | Coming soon | 90.0% | Coming soon |
| Apex | Coming soon | 44.5% | Coming soon |
| FrontierMath v2 (Tiers 1-3) | Coming soon | 64.561% | Coming soon |
| FrontierMath v2 (Tier 4) | Coming soon | 34.146% | Coming soon |

## FAQ

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

Qwen3.7 Max is ahead overall on BenchLM right now.

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

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 Max.

### 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 Max cover on BenchLM?

Qwen3.7 Max currently has 43 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 Max vs Nemotron 3.5 Super VL 120B A12B](/compare/nemotron-3-5-super-vl-120b-a12b-vs-qwen3-7-max)
- [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 Max vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-qwen3-7-max)

## Explore More

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