# Ling 3.0 Flash FP8 Benchmark Scores & Performance

> Ling 3.0 Flash FP8 by InclusionAI has 17 source-displayable benchmark rows but no public overall score. It remains unranked.

Canonical page: https://benchlm.ai/models/ling-3-0-flash-fp8

Last updated: September 18, 2026

## Model Details

| Property | Value |
|----------|-------|
| Creator | InclusionAI |
| Source Type | Open Weight |
| Reasoning Type | Reasoning |
| Context Window | 262K |
| Official model card | [InclusionAI Ling 3.0 Flash FP8 model card](https://huggingface.co/inclusionAI/Ling-3.0-flash-fp8) |
| Overall Score | Coming soon |
| Overall Rank | Unranked |

## Family & Coverage

- Family: Ling 3.0
- Variant: flash-fp8 (FP8)
- Benchmarks covered: 17 of 446
- Sibling models: [Ling 3.0 Flash](/models/ling-3-0-flash), [Ling 3.0 Flash VL](/models/ling-3-0-flash-vl), [Ling 3.0 Tiny](/models/ling-3-0-tiny), [Ling 3.0 Flash Fin](/models/ling-3-0-flash-fin)
- Coverage note: BenchLM currently has partial benchmark coverage for this model, so the overall score is conservative.

## Agentic Benchmarks

| Benchmark | Score |
|-----------|-------|
| [GDPval-AA](/benchmarks/gdpvalaanormalized) | 25.9% |
| [AA Agentic Index](/benchmarks/aaagenticindex) | 21.0% |
| [GDPval-AA](/benchmarks/gdpvalaa) | 1036 |

## Coding Benchmarks

| Benchmark | Score |
|-----------|-------|
| [SciCode](/benchmarks/scicode) | 40.4% |
| [AA-SciCode](/benchmarks/aascicode) | 42.0% |
| [AA Coding Index](/benchmarks/aacodingindex) | 50.6% |

## Reasoning Benchmarks

| Benchmark | Score |
|-----------|-------|
| [AA-LCR](/benchmarks/lcr) | 73.0% |
| [CritPt](/benchmarks/critpt) | 1.7% |

## Knowledge Benchmarks

| Benchmark | Score |
|-----------|-------|
| [GPQA](/benchmarks/gpqa) | 84% |
| [GPQA-D](/benchmarks/gpqa-diamond) | 84.0% |
| [Artificial Analysis Intelligence Index](/benchmarks/artificialanalysis) | 20.6% |
| [AA-GPQA Diamond](/benchmarks/aagpqadiamond) | 85.5% |
| [AA-HLE](/benchmarks/aahle) | 23.7% |
| [AA-Omniscience Index](/benchmarks/aaomniscienceindex) | -17.9% |
| [AA-Omniscience Accuracy](/benchmarks/omniscienceaccuracy) | 18.2% |
| [AA-Omniscience Hallucination Rate](/benchmarks/omnisciencehallucinationrate) | 44.1% |

## Instruction Following Benchmarks

| Benchmark | Score |
|-----------|-------|
| [IFBench](/benchmarks/ifbench) | 73.4% |

## Other InclusionAI Models

- [Ling 3.0 Flash](/models/ling-3-0-flash) - Score: 46.83
- [Ling 2.6 Flash](/models/ling-2-6-flash) - Score: 40.59
- [Ling 3.0 Flash VL](/models/ling-3-0-flash-vl) - Score: not computed
- [Ling 3.0 Tiny](/models/ling-3-0-tiny) - Score: not computed
- [LLaDA2.2-flash](/models/llada2-2-flash) - Score: not computed
- [LLaDA2.2-mini](/models/llada2-2-mini) - Score: not computed
- [Ling 3.0 Flash Fin](/models/ling-3-0-flash-fin) - Score: not computed