Ling 3.0 Flash Fin vs Ling 3.0 Flash VL
| Benchmark | Ling 3.0 Flash Fin | Ling 3.0 Flash VL |
|---|---|---|
| Humanity's Last Exam | 22.6 | 22 |
| Terminal-Bench 4.0 | 0 | 0 |
| AutomationBench-AA | 7.4 | 15.7 |
| MMMU-Pro (vision) | — | 79 |
Specs
| Spec | Ling 3.0 Flash Fin | Ling 3.0 Flash VL |
|---|---|---|
| Input, per 1M | $0.06 | $0.06 |
| Output, per 1M | $0.18 | $0.18 |
| Speed, tok/s | 284 | — |
| Context | 262K | 262K |
| Weights | Open | Open |
| Released | Sep 2026 | Sep 2026 |
| Memory (4-bit) | 76 GB | 75 GB |
| Licence | MIT | MIT |
| Commercial use | Allowed | Allowed |
| See images | — | ✓ |
| Read PDFs | — | — |
| Hear audio | — | — |
| Watch video | — | ✓ |
| Call tools | ✓ | ✓ |
| Force a tool call | ? | Partial |
| Return strict JSON | Partial | ✓ |
| Search the web | ? | ? |
| Run code | ? | ? |
| Use a computer | ? | ? |
What breaks when you switch
Ling 3.0 Flash Fin → Ling 3.0 Flash VL
Nothing known.
Ling 3.0 Flash VL → Ling 3.0 Flash Fin