Ling 3.0 Flash Sante vs Ling 3.0 Flash VL
Lower and Larger mark one number at a time; they don’t rank the models. How well a model does depends on your task; see Benchmarks for measured results.
| Detail | Ling 3.0 Flash Santeinclusionai/ling-3.0-flash-sante | Ling 3.0 Flash VLinclusionai/ling-3.0-flash-vl |
|---|---|---|
| Maker | inclusionai | inclusionai |
| Kind | Chat | Chat |
| Input per 1M tokens | $0.07875 | $0.07875 |
| Cached input per 1M tokens | $0.01575 | $0.01575 |
| Cache write per 1M tokens | Same as input | Same as input |
| Output per 1M tokens | $0.231 | $0.231 |
| Context window | 256,000 tokens | 256,000 tokens |
| Max output | 32,000 tokens | 32,000 tokens |
| Capabilities | Reasoning, tool use | Reasoning, tool use, vision |
| Takes | Text | Text, image, video |
| Returns | Text | Text |
| Zero data retention | Not on every provider | Not on every provider |
| No training on requests | Not on every provider | Not on every provider |
| Released | 2026-09-04 | 2026-09-08 |
Example costs
Example requests, priced at today’s rates with no cached input.
| Example request | Ling 3.0 Flash Sante | Ling 3.0 Flash VL |
|---|---|---|
| 1,000 tokens in, 200 out | $0.000125 | $0.000125 |
| 10,000 tokens in, 1,000 out | $0.001019 | $0.001019 |
| 100,000 tokens in, 4,000 out | $0.008799 | $0.008799 |