# Ling 3.0 Flash Sante Benchmark Scores & Performance

> Ling 3.0 Flash Sante by InclusionAI has 8 source-displayable benchmark rows but no public overall score. It remains unranked.

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

Last updated: October 20, 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-Sante model card](https://huggingface.co/inclusionAI/Ling-3.0-flash-Sante) |
| Overall Score | Not computed (unranked) |
| Overall Rank | Unranked |

## Family & Coverage

- Family: Ling 3.0
- Variant: flash-sante
- Benchmarks covered: 8 of 670
- Sibling models: [Ling 3.0 Flash VL](/models/ling-3-0-flash-vl), [Ling 3.0 Flash](/models/ling-3-0-flash), [Ling 3.0 Flash FP8](/models/ling-3-0-flash-fp8), [Ling 3.0 Tiny](/models/ling-3-0-tiny), [Ling 3.0 Flash Fin](/models/ling-3-0-flash-fin)
- Coverage note: Published evidence is shown below; no public overall score is assigned.

## Agentic Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [BrowseComp](/benchmarks/browsecomp) | 80.2% | [InclusionAI Ling-3.0-flash-Sante model card](https://huggingface.co/inclusionAI/Ling-3.0-flash-Sante) |
| [DeepSearchQA](/benchmarks/deepsearchqa) | 90.8% | [InclusionAI Ling-3.0-flash-Sante model card](https://huggingface.co/inclusionAI/Ling-3.0-flash-Sante) |
| [HLE w/ tools](/benchmarks/hlewithtools) | 57.1% | [InclusionAI Ling-3.0-flash-Sante model card](https://huggingface.co/inclusionAI/Ling-3.0-flash-Sante) |
| [GDPval-AA](/benchmarks/gdpvalaa) | 1288 | [InclusionAI Ling-3.0-flash-Sante model card](https://huggingface.co/inclusionAI/Ling-3.0-flash-Sante) |
| [MCP Atlas](/benchmarks/mcpatlas) | 75.6% | [InclusionAI Ling-3.0-flash-Sante model card](https://huggingface.co/inclusionAI/Ling-3.0-flash-Sante) |

## Reasoning Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [AA-LCR](/benchmarks/lcr) | 70.5% | [InclusionAI Ling-3.0-flash-Sante model card](https://huggingface.co/inclusionAI/Ling-3.0-flash-Sante) |

## Knowledge Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [HealthBench Professional](/benchmarks/healthbenchprofessional) | 54.3% | [InclusionAI Ling-3.0-flash-Sante model card](https://huggingface.co/inclusionAI/Ling-3.0-flash-Sante) |
| [MedXpertQA (Text)](/benchmarks/medxpertqatext) | 51.0% | [InclusionAI Ling-3.0-flash-Sante model card](https://huggingface.co/inclusionAI/Ling-3.0-flash-Sante) |

## Other InclusionAI Models

- [Ling 3.1 Flash](/models/ling-3-1-flash) - Score: 68.05
- [Ling 3.0 Flash VL](/models/ling-3-0-flash-vl) - Score: 46.79
- [Ling 3.0 Flash](/models/ling-3-0-flash) - Score: 45.06
- [Ling 2.6 Flash](/models/ling-2-6-flash) - Score: 32.43
- [Ling 3.0 Flash FP8](/models/ling-3-0-flash-fp8) - 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
- [Ming-3.0-asr-tiny](/models/ming-3-0-asr-tiny) - Score: not computed
- [Ming-3.0-audio-flash](/models/ming-3-0-audio-flash) - Score: not computed
- [Ming-3.0-audio-tiny](/models/ming-3-0-audio-tiny) - Score: not computed
- [Ming-3.0-tts-0.5B](/models/ming-3-0-tts-0-5b) - Score: not computed
- [Ming-3.0-tts-tiny](/models/ming-3-0-tts-tiny) - Score: not computed