Ling 3.1 Flash
Ling 3.1 Flash is inclusionAI's native hybrid reasoning model, a hybrid-linear Mixture-of-Experts with 560B total and 25B active parameters that builds on Ling 3.0 Flash. It takes text input and output with a 1M-token context window, is designed for complex real-world tasks, and lets thinking be turned on or off.
Modalities
In / out price
$0.30 / $0.90per 1M
Cached price
$0.06per 1M
Context
262K
Max output
16K
Providers
3 routesCompare providers by price, privacy, and speed.
| Private | $0.30 | $0.90 | $0.06 | 262K | 16K | — | — | |
Cheaper Inference | Anonymous | $0.0548 | $0.1643 | $0.0548 | 262K | 131K | — | — |
Surplus Intelligence | Anonymous | $0.0525 | $0.1575 | $0.0105 | 262K | 131K | — | — |
Privacy
2 / 4Private routing
Private tier
- Anonymous
- Private
- TEE
- E2EE
Prompt and response content is not retained after the request. Request content is visible to the inference runtime while it is being processed. Learn more
Features
4Streaming
Tool calling
Reasoning
Prompt caching
Uptime
FAQ
Common questions about Ling 3.1 Flash.