Model specification · InclusionAI
Ling 3.0 Flash Fin
inclusionai/ling-3.0-flash-fin
Ling 3.0 Flash Fin is a finance-focused mixture-of-experts model from InclusionAI, built on Ling 3.0 Flash with 5.1B active parameters out of 124B total. It is designed for real-world investment...
SpecificationsReported values
- Context window
- 262K
- Maximum output
- 33K
- Architecture
- text->text
- Tokenizer
- Other
- Knowledge cutoff
- —
- Moderated
- No
- Input modalities
- text
- Output modalities
- text
Full pricingUSD where reported
| Price | Standard |
|---|---|
| Input | $0.042 / M |
| Output | $0.123 / M |
Benchmark indexesReported indexes
- Intelligence
- 22.6
- Coding
- 55.6
- Agentic
- 27.9
- Design Arena Elo
- —
Example workload costsStandard pricing only
| Workload | Input / output | Cache share | Estimated cost |
|---|---|---|---|
| Quick check | 10K / 1K × 1 | 0% | $0.00054 |
| Long analysis | 100K / 4K × 1 | 50% | $0.00301 |
| Workday | 20K / 2K × 1,000 | 30% | $0.885 |
More from InclusionAIAll InclusionAI models
| Model | Context | Input / M | Output / M | Intel. |
|---|---|---|---|---|
| Ling 3.0 Flash VL | 262K | $0.021 | $0.062 | 24.6 |
| Ling 3.0 Flash | 262K | $0.021 | $0.063 | 20.1 |