# Ling 3.0 Flash vs Qwen3.8-Omni-Flash

> Side-by-side benchmark comparison for Ling 3.0 Flash and Qwen3.8-Omni-Flash across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/ling-3-0-flash-vs-qwen3-8-omni-flash
- Last updated: September 18, 2026

- Shared sourced benchmarks: 6
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

Pick Qwen3.8-Omni-Flash if you want the stronger benchmark profile. Ling 3.0 Flash only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- Qwen3.8-Omni-Flash leads overall 63 to 46.83.
- The clearest category separation is in instruction following, where the averages are 72.1 for Ling 3.0 Flash and 87.7 for Qwen3.8-Omni-Flash.
- The biggest single benchmark swing is HLE in Knowledge, with scores of 22.7% and 36.5%.
- Qwen3.8-Omni-Flash also has the larger context window at 1M.

## Model Snapshot

| Property | Ling 3.0 Flash | Qwen3.8-Omni-Flash |
|----------|----------|----------|
| Creator | InclusionAI | Alibaba |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 1M |
| Overall Score | 46.83 | null |
| Benchmarks Covered | 22 | 19 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Coming soon
- Ling 3.0 Flash public-lane score: 42.3 (Estimated · #110/154)
- Qwen3.8-Omni-Flash public-lane score: Coming soon

| Benchmark | Ling 3.0 Flash | Qwen3.8-Omni-Flash | Winner |
|-----------|-----------|-----------|--------|
| MCP Atlas | 65.5% | Coming soon | Coming soon |
| skillsBench | 44.8% | Coming soon | Coming soon |
| BFCL v4 | 73.0% | Coming soon | Coming soon |
| WideResearch | 73.6% | Coming soon | Coming soon |
| BrowseComp | 72.2% | Coming soon | Coming soon |
| DRACO | 70.4% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 50.2% | Coming soon | Coming soon |
| CoWorkBench | Coming soon | 75.3% | Coming soon |
| AndroidWorld | Coming soon | 87.1% | Coming soon |

### Coding

- Winner: Coming soon
- Ling 3.0 Flash public-lane score: 40.8 (Supported · #116/154)
- Qwen3.8-Omni-Flash public-lane score: 53.5 (Estimated · #45/154)

| Benchmark | Ling 3.0 Flash | Qwen3.8-Omni-Flash | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Pro | 56.6% | 63.3% | Qwen3.8-Omni-Flash |
| SWE Multilingual | 72.4% | 80.5% | Qwen3.8-Omni-Flash |
| LiveCodeBench v5 | 82.8% | Coming soon | Coming soon |
| SciCode | 41.2% | Coming soon | Coming soon |
| LiveCodeBench (Vals) | 84.0% | Coming soon | Coming soon |
| SWE-bench (Vals) | 65.2% | Coming soon | Coming soon |
| NL2Repo | Coming soon | 48.9% | Coming soon |
| DeepSWE | Coming soon | 57.8% | Coming soon |
| LiveCodeBench v6 | Coming soon | 92.6% | Coming soon |

### Multimodal & Grounded

- Winner: Coming soon
- Ling 3.0 Flash public-lane score: Coming soon
- Qwen3.8-Omni-Flash public-lane score: 85.1 (Unranked · 7 rankable rows)

| Benchmark | Ling 3.0 Flash | Qwen3.8-Omni-Flash | Winner |
|-----------|-----------|-----------|--------|
| Vision2Web | Coming soon | 62.9% | Coming soon |
| ERQA | Coming soon | 71.0% | Coming soon |
| LVBench | Coming soon | 76.9% | Coming soon |
| RealWorldQA | Coming soon | 87.7% | Coming soon |
| MathVision | Coming soon | 91.8% | Coming soon |
| MathVision w/ Python | Coming soon | 96.2% | Coming soon |
| CharXiv w/o tools | Coming soon | 83.5% | Coming soon |
| CharXiv | Coming soon | 91.4% | Coming soon |

### Reasoning

- Winner: Coming soon
- Ling 3.0 Flash public-lane score: 71.2 (Unranked · 2 rankable rows)
- Qwen3.8-Omni-Flash public-lane score: Coming soon

### Knowledge

- Winner: Coming soon
- Ling 3.0 Flash public-lane score: 44.6 (Supported · #116/184)
- Qwen3.8-Omni-Flash public-lane score: 54.9 (Estimated · #54/184)

| Benchmark | Ling 3.0 Flash | Qwen3.8-Omni-Flash | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 85.0% | 91% | Qwen3.8-Omni-Flash |
| GPQA-D | 85.0% | 91.0% | Qwen3.8-Omni-Flash |
| HLE | 22.7% | 36.5% | Qwen3.8-Omni-Flash |
| GPQA Diamond (Vals) | 84.8% | Coming soon | Coming soon |
| MMLU-Pro (Vals) | 82.0% | Coming soon | Coming soon |

### Instruction Following

- Winner: Qwen3.8-Omni-Flash
- Ling 3.0 Flash public-lane score: 72.1 (#63/124)
- Qwen3.8-Omni-Flash public-lane score: 87.7 (#29/124)

| Benchmark | Ling 3.0 Flash | Qwen3.8-Omni-Flash | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 74.5% | 81.5% | Qwen3.8-Omni-Flash |

### Mathematics

- Winner: Coming soon
- Ling 3.0 Flash public-lane score: 72.9 (Unranked · 3 rankable rows)
- Qwen3.8-Omni-Flash public-lane score: Coming soon

| Benchmark | Ling 3.0 Flash | Qwen3.8-Omni-Flash | Winner |
|-----------|-----------|-----------|--------|
| AIME26 | 93.2% | Coming soon | Coming soon |
| HMMT Feb 2026 | 87.0% | Coming soon | Coming soon |
| IMOAnswerBench | 83.7% | Coming soon | Coming soon |

## FAQ

### Which is better overall, Ling 3.0 Flash or Qwen3.8-Omni-Flash?

Qwen3.8-Omni-Flash is ahead overall on BenchLM right now.

### Where is the biggest gap between Ling 3.0 Flash and Qwen3.8-Omni-Flash?

The widest category gap is in instruction following, where the averages are 72.1 for Ling 3.0 Flash and 87.7 for Qwen3.8-Omni-Flash.

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

Ling 3.0 Flash currently has 22 sourced benchmark scores on BenchLM.

### How many benchmarks does Qwen3.8-Omni-Flash cover on BenchLM?

Qwen3.8-Omni-Flash currently has 19 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Ling 3.0 Flash vs Ling 3.0 Flash VL](/compare/ling-3-0-flash-vs-ling-3-0-flash-vl)
- [Qwen3.8-Omni-Flash vs Ling 3.0 Flash VL](/compare/ling-3-0-flash-vl-vs-qwen3-8-omni-flash)
- [Ling 3.0 Flash vs Ling 3.0 Flash FP8](/compare/ling-3-0-flash-vs-ling-3-0-flash-fp8)
- [Qwen3.8-Omni-Flash vs Ling 3.0 Flash FP8](/compare/ling-3-0-flash-fp8-vs-qwen3-8-omni-flash)

## Explore More

- [Ling 3.0 Flash profile](/models/ling-3-0-flash)
- [Qwen3.8-Omni-Flash profile](/models/qwen3-8-omni-flash)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)