# Nemotron 3.5 Lightning 30B A3B NVFP4 vs Qwen3-Coder 480B-A35B

> Side-by-side benchmark comparison for Nemotron 3.5 Lightning 30B A3B NVFP4 and Qwen3-Coder 480B-A35B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/nemotron-3-5-lightning-30b-a3b-nvfp4-vs-qwen3-coder-480b-a35b
- Last updated: October 14, 2026

- Shared sourced benchmarks: 2
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: Nemotron 3.5 Lightning 30B A3B NVFP4 and Qwen3-Coder 480B-A35B share only 2 sourced benchmark rows.

## Summary

- Only 2 shared sourced benchmark rows are available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- Nemotron 3.5 Lightning 30B A3B NVFP4 has the larger published context window at 1M.

## Model Snapshot

| Property | Nemotron 3.5 Lightning 30B A3B NVFP4 | Qwen3-Coder 480B-A35B |
|----------|----------|----------|
| Creator | NVIDIA | Alibaba |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 1M | 256K |
| Independent public score (not head-to-head) | 26.99 | null |
| Benchmarks Covered | 13 | 3 |
| Pricing (input/output) | $0.00 / $0.00 | N/A |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Nemotron 3.5 Lightning 30B A3B NVFP4 public-lane score: 17.5 (Estimated · #107/124)
- Qwen3-Coder 480B-A35B public-lane score: Coming soon

| Benchmark | Nemotron 3.5 Lightning 30B A3B NVFP4 | Qwen3-Coder 480B-A35B | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 23.5% | Coming soon | Coming soon |
| PinchBench | 83.4% | Coming soon | Coming soon |
| BrowseComp | 36.8% | Coming soon | Coming soon |
| τ³-bench results | 9.5% | Coming soon | Coming soon |
| BFCL v3 | Coming soon | 68.7% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Nemotron 3.5 Lightning 30B A3B NVFP4 public-lane score: 16.7 (Estimated · #126/148)
- Qwen3-Coder 480B-A35B public-lane score: Coming soon

| Benchmark | Nemotron 3.5 Lightning 30B A3B NVFP4 | Qwen3-Coder 480B-A35B | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 52.8% | 69.6% | Qwen3-Coder 480B-A35B |
| SWE Multilingual | 36.5% | 54.7% | Qwen3-Coder 480B-A35B |
| Terminal-Bench 2.1 | 23.5% | Coming soon | Coming soon |
| SciCode | 31.4% | Coming soon | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Nemotron 3.5 Lightning 30B A3B NVFP4 public-lane score: 59.6 (Unranked · 1 rankable row)
- Qwen3-Coder 480B-A35B public-lane score: Coming soon

### Knowledge

- Winner: Insufficient shared evidence
- Nemotron 3.5 Lightning 30B A3B NVFP4 public-lane score: 30.6 (Estimated · #151/181)
- Qwen3-Coder 480B-A35B public-lane score: Coming soon

| Benchmark | Nemotron 3.5 Lightning 30B A3B NVFP4 | Qwen3-Coder 480B-A35B | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 75.6% | Coming soon | Coming soon |
| GPQA-D | 75.6% | Coming soon | Coming soon |
| HLE w/o tools | 10.5% | Coming soon | Coming soon |
| MMLU-Pro | 81.6% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Nemotron 3.5 Lightning 30B A3B NVFP4 public-lane score: 71.4 (#68/128)
- Qwen3-Coder 480B-A35B public-lane score: Coming soon

| Benchmark | Nemotron 3.5 Lightning 30B A3B NVFP4 | Qwen3-Coder 480B-A35B | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 72.9% | Coming soon | Coming soon |

## FAQ

### Is there enough evidence to pick between Nemotron 3.5 Lightning 30B A3B NVFP4 and Qwen3-Coder 480B-A35B?

Not yet. The models share only 2 sourced benchmark rows, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [Nemotron 3.5 Lightning 30B A3B NVFP4 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-nemotron-3-5-lightning-30b-a3b-nvfp4)
- [Qwen3-Coder 480B-A35B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-qwen3-coder-480b-a35b)
- [Nemotron 3.5 Lightning 30B A3B NVFP4 vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-nemotron-3-5-lightning-30b-a3b-nvfp4)
- [Qwen3-Coder 480B-A35B vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-qwen3-coder-480b-a35b)

## Explore More

- [Nemotron 3.5 Lightning 30B A3B NVFP4 profile](/models/nemotron-3-5-lightning-30b-a3b-nvfp4)
- [Qwen3-Coder 480B-A35B profile](/models/qwen3-coder-480b-a35b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)