# Nemotron 3.5 Super VL 120B A12B vs Qwen3.6-35B-A3B

> Side-by-side benchmark comparison for Nemotron 3.5 Super VL 120B A12B and Qwen3.6-35B-A3B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/nemotron-3-5-super-vl-120b-a12b-vs-qwen3-6-35b-a3b
- Last updated: October 15, 2026

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

## Quick Verdict

Nemotron 3.5 Super VL 120B A12B 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 has the higher overall point estimate 49.51 to 43.76. Conditional score ranges do not establish rank confidence.
- The clearest category separation is in agentic, where the averages are 44.2 for Nemotron 3.5 Super VL 120B A12B and 30.1 for Qwen3.6-35B-A3B.
- The biggest single benchmark swing is τ³-bench results in Agentic, with scores of 18.9% and 67.2%.
- Nemotron 3.5 Super VL 120B A12B also has the larger context window at 1M.

## Model Snapshot

| Property | Nemotron 3.5 Super VL 120B A12B | Qwen3.6-35B-A3B |
|----------|----------|----------|
| Creator | NVIDIA | Alibaba |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 262K |
| Overall Score | 49.51 | 43.76 |
| Benchmarks Covered | 19 | 42 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | N/A |

## Category Breakdown

### Agentic

- Winner: Directional only
- Nemotron 3.5 Super VL 120B A12B public-lane score: 44.2 (Estimated · #61/127)
- Qwen3.6-35B-A3B public-lane score: 30.1 (Estimated · #93/127)

| Benchmark | Nemotron 3.5 Super VL 120B A12B | Qwen3.6-35B-A3B | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 66.7% | Coming soon | Coming soon |
| τ²-bench Airline | 76.5% | Coming soon | Coming soon |
| τ³-bench results | 18.9% | 67.2% | Qwen3.6-35B-A3B |
| BrowseComp | 78% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 51.5% | Coming soon |
| Claw-Eval | Coming soon | 68.7% | Coming soon |
| QwenClawBench | Coming soon | 52.6% | Coming soon |
| QwenWebBench | Coming soon | 1397 | Coming soon |
| VITA-Bench | Coming soon | 35.6% | Coming soon |
| DeepPlanning | Coming soon | 25.9% | Coming soon |
| Toolathlon | Coming soon | 26.9% | Coming soon |
| MCP Atlas | Coming soon | 62.8% | Coming soon |
| WideResearch | Coming soon | 60.1% | Coming soon |
| Gert Labs | Coming soon | 42.65% | Coming soon |

### Coding

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B public-lane score: Coming soon
- Qwen3.6-35B-A3B public-lane score: 31.5 (Estimated · #92/150)

| Benchmark | Nemotron 3.5 Super VL 120B A12B | Qwen3.6-35B-A3B | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v6 | 88.2% | 80.4% | Nemotron 3.5 Super VL 120B A12B |
| SWE-bench Verified | 71.1% | 73.4% | Qwen3.6-35B-A3B |
| SWE Multilingual | 67.7% | 67.2% | Nemotron 3.5 Super VL 120B A12B |
| SWE-bench Pro | 51.8% | 49.5% | Nemotron 3.5 Super VL 120B A12B |
| Terminal-Bench 2.0 | Coming soon | 51.5% | Coming soon |
| NL2Repo | Coming soon | 29.4% | Coming soon |

### Reasoning

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B public-lane score: 73 (Unranked · 2 rankable rows)
- Qwen3.6-35B-A3B public-lane score: 75.1 (Unranked · 2 rankable rows)

| Benchmark | Nemotron 3.5 Super VL 120B A12B | Qwen3.6-35B-A3B | 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)
- Qwen3.6-35B-A3B public-lane score: 66.4 (#40/54)

| Benchmark | Nemotron 3.5 Super VL 120B A12B | Qwen3.6-35B-A3B | Winner |
|-----------|-----------|-----------|--------|
| BabyVision | 29.6% | Coming soon | Coming soon |
| MMLongBench-Doc | 62.8% | Coming soon | Coming soon |
| V* | 85.6% | Coming soon | Coming soon |
| MathVision | 78.2% | Coming soon | Coming soon |
| CharXiv | 80.8% | 78% | Nemotron 3.5 Super VL 120B A12B |
| MMMU | Coming soon | 81.7% | Coming soon |
| MMMU-Pro | Coming soon | 75.3% | Coming soon |
| RealWorldQA | Coming soon | 85.3% | Coming soon |
| OmniDocBench 1.5 | Coming soon | 89.9% | Coming soon |
| SimpleVQA | Coming soon | 58.9% | Coming soon |
| CC-OCR | Coming soon | 81.9% | Coming soon |
| AI2D_TEST | Coming soon | 92.7% | Coming soon |
| RefCOCO (avg) | Coming soon | 92.0% | Coming soon |
| ODINW13 | Coming soon | 50.8% | Coming soon |
| Video-MME (with subtitle) | Coming soon | 86.6% | Coming soon |
| Video-MME (w/o subtitle) | Coming soon | 82.5% | Coming soon |
| VideoMMMU | Coming soon | 83.7% | Coming soon |
| MLVU (M-Avg) | Coming soon | 86.2% | Coming soon |

### Knowledge

- Winner: Directional only
- Nemotron 3.5 Super VL 120B A12B public-lane score: 51.8 (Estimated · #73/184)
- Qwen3.6-35B-A3B public-lane score: 42.9 (Estimated · #107/184)

| Benchmark | Nemotron 3.5 Super VL 120B A12B | Qwen3.6-35B-A3B | Winner |
|-----------|-----------|-----------|--------|
| GPQA-D | 89.5% | Coming soon | Coming soon |
| HLE w/o tools | 31.8% | Coming soon | Coming soon |
| HLE | 29.2% | 21.4% | Nemotron 3.5 Super VL 120B A12B |
| MMLU-Pro | Coming soon | 85.2% | Coming soon |
| SuperGPQA | Coming soon | 64.7% | Coming soon |
| C-Eval | Coming soon | 90% | Coming soon |
| GPQA | Coming soon | 86% | Coming soon |

### Instruction Following

- Winner: Directional only
- Nemotron 3.5 Super VL 120B A12B public-lane score: 66.6 (#72/146)
- Qwen3.6-35B-A3B public-lane score: 78.3 (#59/146)

| Benchmark | Nemotron 3.5 Super VL 120B A12B | Qwen3.6-35B-A3B | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 70.9% | Coming soon | Coming soon |

### Mathematics

- Winner: Not comparable
- Nemotron 3.5 Super VL 120B A12B public-lane score: Coming soon
- Qwen3.6-35B-A3B public-lane score: 58.4 (#10/12)

| Benchmark | Nemotron 3.5 Super VL 120B A12B | Qwen3.6-35B-A3B | Winner |
|-----------|-----------|-----------|--------|
| Apex Shortlist | 88.4% | Coming soon | Coming soon |
| HMMT Feb 2025 | Coming soon | 90.7% | Coming soon |
| HMMT Nov 2025 | Coming soon | 89.1% | Coming soon |
| HMMT Feb 2026 | Coming soon | 83.6% | Coming soon |
| MMAnswerBench | Coming soon | 78.9% | Coming soon |
| AIME26 | Coming soon | 92.7% | Coming soon |
| FrontierMath v2 (Tiers 1-3) | Coming soon | 20.351% | Coming soon |

## FAQ

### Which is better overall, Nemotron 3.5 Super VL 120B A12B or Qwen3.6-35B-A3B?

Nemotron 3.5 Super VL 120B A12B 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 Qwen3.6-35B-A3B?

The widest category gap is in agentic, where the averages are 44.2 for Nemotron 3.5 Super VL 120B A12B and 30.1 for Qwen3.6-35B-A3B.

### 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 Qwen3.6-35B-A3B cover on BenchLM?

Qwen3.6-35B-A3B currently has 42 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Nemotron 3.5 Super VL 120B A12B vs Nemotron 3.5 Super VL 120B A12B NVFP4](/compare/nemotron-3-5-super-vl-120b-a12b-vs-nemotron-3-5-super-vl-120b-a12b-nvfp4)
- [Qwen3.6-35B-A3B vs Nemotron 3.5 Super VL 120B A12B NVFP4](/compare/nemotron-3-5-super-vl-120b-a12b-nvfp4-vs-qwen3-6-35b-a3b)
- [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)
- [Qwen3.6-35B-A3B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-qwen3-6-35b-a3b)

## Explore More

- [Nemotron 3.5 Super VL 120B A12B profile](/models/nemotron-3-5-super-vl-120b-a12b)
- [Qwen3.6-35B-A3B profile](/models/qwen3-6-35b-a3b)
- [Compare Pricing](/llm-pricing)
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- [Overall Rankings](/best/overall)