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Ling 3.1 Flash

Fast and lightTools

inclusionAI · Released October 2026

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

It is part of inclusionAI's open-weight Ling line, where Flash leads on speed, Flash VL adds vision, and the Sante and Fin variants are tuned for health and finance.

Facts and pricing

Provider
inclusionAI
Context window
262K tokens
Input price
0 credits / 1M tokens ($0 raw)
Output price
0 credits / 1M tokens ($0 raw)
Vision (image input)
No
Tool calling
Yes
Extended reasoning
No

Credits are what Zeplik bills: 1 credit = $0.10, computed from the raw provider rate with a 1.20x margin. Raw prices shown per 1M tokens.

What Ling 3.1 Flash is best for

Example prompts

Prompts that suit a fast and light model like Ling 3.1 Flash:

inclusionAI family

ModelContextInput cr/MOutput cr/MReleased
Ling 3.1 Flash262K00October 2026
Ling 3.0 Flash VL262K0.250.74September 2026
Ling 3.0 Flash Sante (free)262K00September 2026
Ling 3.0 Flash Fin262K0.501.5August 2026
Ling 3.0 Flash262K0.250.76July 2026

Frequently asked questions

What is Ling 3.1 Flash?
Ling 3.1 Flash is an AI model by inclusionAI. Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.
How much does Ling 3.1 Flash cost on Zeplik?
Input tokens cost 0 credits per million and output tokens 0 credits per million (1 credit = $0.10; the raw provider rates are $0 and $0 per million). New accounts start with free credits.
How long can a conversation with Ling 3.1 Flash be?
Ling 3.1 Flash has a 262K-token context window (262,144 tokens), which covers the conversation plus any documents you attach.
Does Ling 3.1 Flash support images and tools?
Ling 3.1 Flash is text-only and supports tool calling.

Related models

More you can do with Ling 3.1 Flash