# Ling 3.0 Flash FP8 vs Nemotron 3 Nano Omni 30B A3B

> Side-by-side benchmark comparison for Ling 3.0 Flash FP8 and Nemotron 3 Nano Omni 30B A3B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/ling-3-0-flash-fp8-vs-nemotron-3-nano-omni-30b-a3b
- Last updated: September 18, 2026

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

## Quick Verdict

Pick Ling 3.0 Flash FP8 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

- Ling 3.0 Flash FP8 leads overall 56 to 40.89.
- The clearest category separation is in instruction following, where the averages are 69.7 for Ling 3.0 Flash FP8 and 72.4 for Nemotron 3 Nano Omni 30B A3B.
- The biggest single benchmark swing is GPQA in Knowledge, with scores of 84% and 72.2%.
- Nemotron 3 Nano Omni 30B A3B is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use.
- Ling 3.0 Flash FP8 also has the larger context window at 262K.

## Model Snapshot

| Property | Ling 3.0 Flash FP8 | Nemotron 3 Nano Omni 30B A3B |
|----------|----------|----------|
| Creator | InclusionAI | NVIDIA |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 256K |
| Overall Score | null | 40.89 |
| Benchmarks Covered | 4 | 16 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Coming soon
- Ling 3.0 Flash FP8 public-lane score: Coming soon
- Nemotron 3 Nano Omni 30B A3B public-lane score: 44.7 (Estimated · #91/154)

| Benchmark | Ling 3.0 Flash FP8 | Nemotron 3 Nano Omni 30B A3B | Winner |
|-----------|-----------|-----------|--------|
| OSWorld | Coming soon | 47.4% | Coming soon |
| τ²-bench results | Coming soon | 45.3% | Coming soon |

### Coding

- Winner: Coming soon
- Ling 3.0 Flash FP8 public-lane score: Coming soon
- Nemotron 3 Nano Omni 30B A3B public-lane score: 40.6 (Estimated · #118/154)

| Benchmark | Ling 3.0 Flash FP8 | Nemotron 3 Nano Omni 30B A3B | Winner |
|-----------|-----------|-----------|--------|
| SciCode | 40.4% | 32% | Ling 3.0 Flash FP8 |
| LiveCodeBench v5 | Coming soon | 63.2% | Coming soon |

### Multimodal & Grounded

- Winner: Coming soon
- Ling 3.0 Flash FP8 public-lane score: Coming soon
- Nemotron 3 Nano Omni 30B A3B public-lane score: 39.3 (#42/48)

| Benchmark | Ling 3.0 Flash FP8 | Nemotron 3 Nano Omni 30B A3B | Winner |
|-----------|-----------|-----------|--------|
| MMMU | Coming soon | 70.8% | Coming soon |
| MMLongBench-Doc | Coming soon | 57.5% | Coming soon |
| CharXiv | Coming soon | 76.3% | Coming soon |
| ScreenSpot Pro | Coming soon | 57.8% | Coming soon |
| Video-MME (w/o subtitle) | Coming soon | 72.2% | Coming soon |
| AI2D_TEST | Coming soon | 88.5% | Coming soon |
| RefCOCO (avg) | Coming soon | 90.5% | Coming soon |

### Reasoning

- Winner: Coming soon
- Ling 3.0 Flash FP8 public-lane score: Coming soon
- Nemotron 3 Nano Omni 30B A3B public-lane score: 48.3 (Unranked · 2 rankable rows)

### Knowledge

- Winner: Coming soon
- Ling 3.0 Flash FP8 public-lane score: Coming soon
- Nemotron 3 Nano Omni 30B A3B public-lane score: 38.8 (Supported · #146/184)

| Benchmark | Ling 3.0 Flash FP8 | Nemotron 3 Nano Omni 30B A3B | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 84% | 72.2% | Ling 3.0 Flash FP8 |
| GPQA-D | 84.0% | 72.2% | Ling 3.0 Flash FP8 |
| MMLU-Pro | Coming soon | 77.3% | Coming soon |

### Instruction Following

- Winner: Nemotron 3 Nano Omni 30B A3B
- Ling 3.0 Flash FP8 public-lane score: 69.7 (#65/124)
- Nemotron 3 Nano Omni 30B A3B public-lane score: 72.4 (#62/124)

| Benchmark | Ling 3.0 Flash FP8 | Nemotron 3 Nano Omni 30B A3B | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 73.4% | 74.2% | Nemotron 3 Nano Omni 30B A3B |

### Mathematics

- Winner: Coming soon
- Ling 3.0 Flash FP8 public-lane score: Coming soon
- Nemotron 3 Nano Omni 30B A3B public-lane score: Coming soon

| Benchmark | Ling 3.0 Flash FP8 | Nemotron 3 Nano Omni 30B A3B | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | Coming soon | 82.1% | Coming soon |

## FAQ

### Which is better overall, Ling 3.0 Flash FP8 or Nemotron 3 Nano Omni 30B A3B?

Ling 3.0 Flash FP8 is ahead overall on BenchLM right now.

### Where is the biggest gap between Ling 3.0 Flash FP8 and Nemotron 3 Nano Omni 30B A3B?

The widest category gap is in instruction following, where the averages are 69.7 for Ling 3.0 Flash FP8 and 72.4 for Nemotron 3 Nano Omni 30B A3B.

### How many benchmarks does Ling 3.0 Flash FP8 cover on BenchLM?

Ling 3.0 Flash FP8 currently has 4 sourced benchmark scores on BenchLM.

### 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.

## Related Comparisons

- [Ling 3.0 Flash FP8 vs Ling 3.0 Flash](/compare/ling-3-0-flash-vs-ling-3-0-flash-fp8)
- [Nemotron 3 Nano Omni 30B A3B vs Ling 3.0 Flash](/compare/ling-3-0-flash-vs-nemotron-3-nano-omni-30b-a3b)
- [Ling 3.0 Flash FP8 vs Ling 3.0 Flash VL](/compare/ling-3-0-flash-fp8-vs-ling-3-0-flash-vl)
- [Nemotron 3 Nano Omni 30B A3B vs Ling 3.0 Flash VL](/compare/ling-3-0-flash-vl-vs-nemotron-3-nano-omni-30b-a3b)

## Explore More

- [Ling 3.0 Flash FP8 profile](/models/ling-3-0-flash-fp8)
- [Nemotron 3 Nano Omni 30B A3B profile](/models/nemotron-3-nano-omni-30b-a3b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)