# Ling 3.1 Flash 1019

Ling 3.1 Flash 1019 is InclusionAI's updated hybrid reasoning language model for coding, multi-step analysis, and tool-using agents. Its mixture-of-experts architecture has 560B total parameters with 25B active per token, and its 1M-token context window supports long-document analysis and extended agentic workflows.

- **Model ID:** `inclusionai/ling-3.1-flash-1019`
- **Type:** chat
- **Providers:** novita
- **Context window:** 1,000,000
- **Maximum output tokens:** 262,144
- **Pricing:** See the provider details below
- **Canonical page:** https://vercel.com/ai-gateway/models/ling-3.1-flash-1019

## Supported parameters

Detailed capability metadata has not been reported for this model.

## Example

```ts
import { streamText } from 'ai'

const result = streamText({
  model: 'inclusionai/ling-3.1-flash-1019',
  prompt: 'Why is the sky blue?'
})
```

## Links

- [Model page](https://vercel.com/ai-gateway/models/ling-3.1-flash-1019)
- [AI Gateway documentation](https://vercel.com/docs/ai-gateway)
- [Provider model documentation](https://novita.ai/models/model-detail/inclusionai-ling-3.1-flash)
- [Provider pricing](https://novita.ai/models/model-detail/inclusionai-ling-3.1-flash)


If you encounter incorrect information, can’t find what you need, need a capability Vercel doesn’t currently offer, or have any other feedback to report, please do it by following the instructions at https://vercel.com/feedback.md.