Ling 3.0 Flash

inclusionAI · Released July 2026

*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enabling developers...

Facts and pricing

Provider

inclusionAI

Context window

262K tokens

Input price

0.23 credits / 1M tokens ($0.021 raw)

Output price

0.69 credits / 1M tokens ($0.063 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 1.10x margin. Raw prices shown per 1M tokens.

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What Ling 3.0 Flash is best for

• High-volume everyday tasks where speed and cost matter: summaries, drafts, quick questions
• Long documents: the 262K-token window holds lengthy reports, contracts or papers whole
• Tool use and agents: reliably calls functions, so it can search, run skills and drive workflows

inclusionAI family

Frequently asked questions

What is Ling 3.0 Flash?

Ling 3.0 Flash is an AI model by inclusionAI. *Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enabling developers...

How much does Ling 3.0 Flash cost on Zeplik?

Input tokens cost 0.23 credits per million and output tokens 0.69 credits per million (1 credit = $0.10; the raw provider rates are $0.021 and $0.063 per million). New accounts start with free credits.

How long can a conversation with Ling 3.0 Flash be?

Ling 3.0 Flash has a 262K-token context window (262,144 tokens), which covers the conversation plus any documents you attach.

Does Ling 3.0 Flash support images and tools?

Ling 3.0 Flash is text-only and supports tool calling.

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