inclusionai
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.
Quality Score
88/100
price + capability + benchmarks
Input Price
Free
per 1M tokens · checked 2026-10-13
Output Price
Free
per 1M tokens · checked 2026-10-13
Context Window
262,144
tokens
Benchmark results
Independent, published benchmarks. Blended score 69.3 across 1 benchmark, last refreshed 2026-10-13. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| AI Index | broad capability composite | 67.8 |
- Model ID
- inclusionai/ling-3.1-flash
- Vendor
- inclusionai
- Released
- October 2026
- Tokenizer
- Other
- Input Modalities
- text
- Output Modalities
- text
- Max Output
- 235,929 tokens
- Tool Calling
- ✓ supported
- Structured Output
- not supported
- Reasoning Mode
- ✓ supported
- Vision
- text only
- Audio
- no
- Moderated
- no
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Quick answers
- Is inclusionAI: Ling 3.1 Flash free to use?
- Yes. It is currently listed at no cost per token via OpenRouter, subject to provider rate limits.
- What is inclusionAI: Ling 3.1 Flash's context window?
- 262,144 tokens, roughly 393 pages of text in a single request.
- Does inclusionAI: Ling 3.1 Flash support tool calling?
- It supports tool calling, a reasoning mode.
- Can inclusionAI: Ling 3.1 Flash process images?
- No, it is text-only on the input side.