# Ling 3.0 Flash Fin Benchmark Scores & Performance

> Ling 3.0 Flash Fin by InclusionAI has 3 source-displayable benchmark rows but no public overall score. It remains unranked.

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

Last updated: October 13, 2026

## Model Details

| Property | Value |
|----------|-------|
| Creator | InclusionAI |
| Source Type | Proprietary |
| Reasoning Type | Reasoning |
| Context Window | 262K |
| Official model card | [Vercel AI Gateway Ling 3.0 Flash Fin listing](https://vercel.com/ai-gateway/models/ling-3.0-flash-fin) |
| Overall Score | Not computed (unranked) |
| Overall Rank | Unranked |

## Family & Coverage

- Family: Ling 3.0
- Variant: flash-fin (Fin)
- Benchmarks covered: 3 of 628
- 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)
- Coverage note: Published evidence is shown below; no public overall score is assigned.

## Agentic Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [Finance Agent v2](/benchmarks/financeagentv2) | 59.8% | [ITHome reproduction of InclusionAI Ling 3.0 Flash Fin launch chart](https://www.ithome.com/0/995/464.htm) |
| [APEX-Agents](/benchmarks/apexagents) | 29.2% | [ITHome reproduction of InclusionAI Ling 3.0 Flash Fin launch chart](https://www.ithome.com/0/995/464.htm) |
| [SpreadsheetBench 2](/benchmarks/spreadsheetbench2) | 21.8% | [ITHome reproduction of InclusionAI Ling 3.0 Flash Fin launch chart](https://www.ithome.com/0/995/464.htm) |

## Other InclusionAI Models

- [Ling 3.1 Flash](/models/ling-3-1-flash) - Score: 60.42
- [Ling 3.0 Flash VL](/models/ling-3-0-flash-vl) - Score: 46.53
- [Ling 3.0 Flash](/models/ling-3-0-flash) - Score: 45.03
- [Ling 2.6 Flash](/models/ling-2-6-flash) - Score: 32.33
- [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