# inclusionAI: Ling 3.1 Flash

Provider: inclusionai  
Category: llm  
Model ID: `inclusionai/ling-3.1-flash`

Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.

## Specs

- Context length: 262144 tokens
- Max output: 235929 tokens
- Modalities: text
- Released: 2026-10-02

## Pricing

- Input: $0.07 per million tokens
- Output: $0.23 per million tokens

## Providers

- **inclusionai** — ctx 262144, input $0.00/M, output $0.00/M

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Last verified: 2026-10-19T02:30:34.239Z  
Canonical URL: https://switchy.build/directory/models/ling-3-1-flash