Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.
7 providers
Model catalog
Models
Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.
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...
6 providers
Finance-enhanced model for financial research, multi-step investment workflows, and long-horizon planning and execution
4 providers
*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enabling developers...
5 providers
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| inclusionAI: Ling 3.1 Flashinclusionai/ling-3.1-flash | 41.1 | 262.144K | $0.075 | $0.225 | 2026-09-29 | |||
| inclusionAI: Ling 3.0 Flash VLinclusionai/ling-3.0-flash-vl | 24.6 | 131.072K | $0.06 | $0.18 | 2026-09-10 | |||
| Ling 3.0 Flash Fininclusionai/ling-3.0-flash-fin | 22.6 | 262.144K | $0.075 | $0.22 | 2026-08-27 | |||
| inclusionAI: Ling 3.0 Flashinclusionai/ling-3.0-flash | 20.1 | 262.144K | $0.021 | $0.063 | 2026-07-23 |