# Ling 3.1 Flash 1019

Ling 3.1 Flash 1019 is a model from inclusionAI with open weights, first recorded on 28 Oct 2026; its release date is not established. Pricing is $0.30 per million input tokens and $0.90 per million output tokens.

- Developer: inclusionAI
- Id: ling-3.1-flash-1019
- Sighting: 2026-10-28T02:28:35.032Z
  - [evidence link](https://huggingface.co/inclusionAI/Ling-3.1-flash-1019)
- Status: Released
- Weights version: 2026-10-27
  - [evidence link](https://huggingface.co/api/models/inclusionAI/Ling-3.1-flash-1019/paths-info/2109a6863fb14361eecc346ef98b3db88b8cdaee)
- Canonical: https://alexgetman.com/models/inclusionai/ling-3-1-flash-1019/

## Questions

### How much does Ling 3.1 Flash 1019 cost?

Pricing is $0.30 per million input tokens and $0.90 per million output tokens. Cached input is $0.06 per million.

### Are the weights of Ling 3.1 Flash 1019 publicly available?

Yes. inclusionAI publishes the weights.

### When was Ling 3.1 Flash 1019 released?

Its release date is not established. Signal Forge first recorded it on 28 Oct 2026.

## Evidence links

- [Artificial Analysis · benchmarks](https://artificialanalysis.ai/models)
- [Command Code · models](https://commandcode.ai/docs/reference/cli/models)
- [hf-artifacts:inclusionAI/Ling-3.1-flash-1019](https://huggingface.co/api/models/inclusionAI/Ling-3.1-flash-1019/paths-info/2109a6863fb14361eecc346ef98b3db88b8cdaee)
- [review](https://huggingface.co/inclusionAI/Ling-3.1-flash-1019)
- [review](https://huggingface.co/inclusionAI/Ling-3.1-flash-1019/blob/2109a6863fb14361eecc346ef98b3db88b8cdaee/README.md)
- [review](https://huggingface.co/inclusionAI/Ling-3.1-flash-1019/raw/main/config.json)
- [models.dev · catalogue](https://models.dev/#ling-3.1-flash-1019)
- [models.dev · catalogue](https://models.dev/#ling-3.1-flash-1019-free)
- [Vercel AI Gateway](https://vercel.com/ai-gateway)

## Signals

- [Ling 3.1 Flash 1019: Open weights](https://alexgetman.com/signals/2026/10/22/ling-3-1-flash-1019/)