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Step 5 PreviewL
Independent
Ling 3.0 Flash Fin
Ling 3.0 Flash Fin is a proprietary model. Its best result is #49 of 76 on Tax Agent Bench with 20.60%.
- Developer
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- Released
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- Context window
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- Price in / out, per 1M tokens
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- Weights
- Proprietary
- Inputs
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- Reasoning
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- Tool use
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Benchmarks
| Benchmark | Score bar | Accuracy | Rank | Cost / test |
|---|---|---|---|---|
| Vibe Code BenchCoding | 3.40% | 106 / 115 | $0.23 | |
| Tax Agent BenchFinance | 20.60% | 49 / 76 | $0.03 | |
| Legal Research BenchLaw | 15.38% | 69 / 85 | $0.03 | |
| MedCodeMedicine | 29.30% | 98 / 107 | $0.06 / $0.18 |
Vals AI, as of Oct 24, 2026.
Compare Ling 3.0 Flash Fin
Questions
Is Ling 3.0 Flash Fin open source?
No. Ling 3.0 Flash Fin is proprietary and served through its provider’s API.