# Nemotron 3 Nano Omni 30B A3B vs Qwen3.5-122B-A10B

> Side-by-side benchmark comparison for Nemotron 3 Nano Omni 30B A3B and Qwen3.5-122B-A10B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/nemotron-3-nano-omni-30b-a3b-vs-qwen3-5-122b-a10b
- Last updated: September 10, 2026

- Shared sourced benchmarks: 4
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

Pick Qwen3.5-122B-A10B if you want the stronger benchmark profile. Nemotron 3 Nano Omni 30B A3B only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- Qwen3.5-122B-A10B leads overall 56.37 to 40.6.
- The clearest category separation is in multimodal & grounded, where the averages are 39.3 for Nemotron 3 Nano Omni 30B A3B and 57 for Qwen3.5-122B-A10B.
- The biggest single benchmark swing is GPQA in Knowledge, with scores of 72.2% and 86.6%.
- Qwen3.5-122B-A10B also has the larger context window at 262K.

## Model Snapshot

| Property | Nemotron 3 Nano Omni 30B A3B | Qwen3.5-122B-A10B |
|----------|----------|----------|
| Creator | NVIDIA | Alibaba |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 256K | 262K |
| Overall Score | 40.6 | 56.37 |
| Benchmarks Covered | 16 | 15 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Coming soon
- Nemotron 3 Nano Omni 30B A3B public-lane score: 44.3 (Estimated · #90/152)
- Qwen3.5-122B-A10B public-lane score: 43.6 (Estimated · #94/152)

| Benchmark | Nemotron 3 Nano Omni 30B A3B | Qwen3.5-122B-A10B | Winner |
|-----------|-----------|-----------|--------|
| OSWorld | 47.4% | Coming soon | Coming soon |
| τ²-bench results | 45.3% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 49.4% | Coming soon |
| BrowseComp | Coming soon | 63.8% | Coming soon |
| OSWorld-Verified | Coming soon | 58% | Coming soon |

### Coding

- Winner: Coming soon
- Nemotron 3 Nano Omni 30B A3B public-lane score: 40.2 (Estimated · #116/151)
- Qwen3.5-122B-A10B public-lane score: 43.6 (Supported · #98/151)

| Benchmark | Nemotron 3 Nano Omni 30B A3B | Qwen3.5-122B-A10B | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v5 | 63.2% | Coming soon | Coming soon |
| SciCode | 32% | Coming soon | Coming soon |
| SWE-bench Verified | Coming soon | 72% | Coming soon |

### Multimodal & Grounded

- Winner: Qwen3.5-122B-A10B
- Nemotron 3 Nano Omni 30B A3B public-lane score: 39.3 (#42/48)
- Qwen3.5-122B-A10B public-lane score: 57 (#32/48)

| Benchmark | Nemotron 3 Nano Omni 30B A3B | Qwen3.5-122B-A10B | Winner |
|-----------|-----------|-----------|--------|
| MMMU | 70.8% | 83.9% | Qwen3.5-122B-A10B |
| MMLongBench-Doc | 57.5% | Coming soon | Coming soon |
| CharXiv | 76.3% | 77.2% | Qwen3.5-122B-A10B |
| ScreenSpot Pro | 57.8% | Coming soon | Coming soon |
| Video-MME (w/o subtitle) | 72.2% | Coming soon | Coming soon |
| AI2D_TEST | 88.5% | Coming soon | Coming soon |
| RefCOCO (avg) | 90.5% | Coming soon | Coming soon |
| MMVU | Coming soon | 74.7% | Coming soon |
| MathVision | Coming soon | 86.2% | Coming soon |
| V* | Coming soon | 93.2% | Coming soon |

### Reasoning

- Winner: Coming soon
- Nemotron 3 Nano Omni 30B A3B public-lane score: 48.3 (Unranked · 2 rankable rows)
- Qwen3.5-122B-A10B public-lane score: 48.7 (Unranked · 3 rankable rows)

| Benchmark | Nemotron 3 Nano Omni 30B A3B | Qwen3.5-122B-A10B | Winner |
|-----------|-----------|-----------|--------|
| LongBench v2 | Coming soon | 60.2% | Coming soon |

### Knowledge

- Winner: Qwen3.5-122B-A10B
- Nemotron 3 Nano Omni 30B A3B public-lane score: 38.7 (Supported · #143/183)
- Qwen3.5-122B-A10B public-lane score: 49 (Supported · #86/183)

| Benchmark | Nemotron 3 Nano Omni 30B A3B | Qwen3.5-122B-A10B | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Pro | 77.3% | 86.7% | Qwen3.5-122B-A10B |
| GPQA | 72.2% | 86.6% | Qwen3.5-122B-A10B |
| GPQA-D | 72.2% | Coming soon | Coming soon |
| SuperGPQA | Coming soon | 67.1% | Coming soon |

### Instruction Following

- Winner: Coming soon
- Nemotron 3 Nano Omni 30B A3B public-lane score: 75.9 (#59/123)
- Qwen3.5-122B-A10B public-lane score: 93 (#11/123)

| Benchmark | Nemotron 3 Nano Omni 30B A3B | Qwen3.5-122B-A10B | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 74.2% | Coming soon | Coming soon |
| IFEval | Coming soon | 93.4% | Coming soon |

### Multilingual

- Winner: Coming soon
- Nemotron 3 Nano Omni 30B A3B public-lane score: Coming soon
- Qwen3.5-122B-A10B public-lane score: 36.8 (#10/12)

| Benchmark | Nemotron 3 Nano Omni 30B A3B | Qwen3.5-122B-A10B | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | Coming soon | 82.2% | Coming soon |

### Mathematics

- Winner: Coming soon
- Nemotron 3 Nano Omni 30B A3B public-lane score: Coming soon
- Qwen3.5-122B-A10B public-lane score: Coming soon

| Benchmark | Nemotron 3 Nano Omni 30B A3B | Qwen3.5-122B-A10B | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | 82.1% | Coming soon | Coming soon |

## FAQ

### Which is better overall, Nemotron 3 Nano Omni 30B A3B or Qwen3.5-122B-A10B?

Qwen3.5-122B-A10B is ahead overall on BenchLM right now.

### Where is the biggest gap between Nemotron 3 Nano Omni 30B A3B and Qwen3.5-122B-A10B?

The widest category gap is in multimodal & grounded, where the averages are 39.3 for Nemotron 3 Nano Omni 30B A3B and 57 for Qwen3.5-122B-A10B.

### How many benchmarks does Nemotron 3 Nano Omni 30B A3B cover on BenchLM?

Nemotron 3 Nano Omni 30B A3B currently has 16 sourced benchmark scores on BenchLM.

### How many benchmarks does Qwen3.5-122B-A10B cover on BenchLM?

Qwen3.5-122B-A10B currently has 15 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Nemotron 3 Nano Omni 30B A3B vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-nemotron-3-nano-omni-30b-a3b)
- [Qwen3.5-122B-A10B vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-qwen3-5-122b-a10b)
- [Nemotron 3 Nano Omni 30B A3B vs GPT-6 Astra](/compare/gpt-6-astra-vs-nemotron-3-nano-omni-30b-a3b)
- [Qwen3.5-122B-A10B vs GPT-6 Astra](/compare/gpt-6-astra-vs-qwen3-5-122b-a10b)

## Explore More

- [Nemotron 3 Nano Omni 30B A3B profile](/models/nemotron-3-nano-omni-30b-a3b)
- [Qwen3.5-122B-A10B profile](/models/qwen3-5-122b-a10b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)