Model specification · InclusionAI
Ling 3.0 Flash VL
inclusionai/ling-3.0-flash-vl
Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual...
SpecificationsReported values
- Context window
- 262K
- Maximum output
- 33K
- Architecture
- text+image+video->text
- Tokenizer
- Other
- Knowledge cutoff
- —
- Moderated
- No
- Input modalities
- textimagevideo
- Output modalities
- text
Full pricingUSD where reported
| Price | Standard |
|---|---|
| Input | $0.021 / M |
| Output | $0.062 / M |
Benchmark indexesReported indexes
- Intelligence
- 24.6
- Coding
- 57
- Agentic
- 28.7
- Design Arena Elo
- —
Example workload costsStandard pricing only
| Workload | Input / output | Cache share | Estimated cost |
|---|---|---|---|
| Quick check | 10K / 1K × 1 | 0% | $0.00027 |
| Long analysis | 100K / 4K × 1 | 50% | $0.00151 |
| Workday | 20K / 2K × 1,000 | 30% | $0.442 |
More from InclusionAIAll InclusionAI models
| Model | Context | Input / M | Output / M | Intel. |
|---|---|---|---|---|
| Ling 3.0 Flash Fin | 262K | $0.042 | $0.123 | 22.6 |
| Ling 3.0 Flash | 262K | $0.021 | $0.063 | 20.1 |