Ling 3.0 Flash

Name: inclusionAI: Ling 3.0 Flash
Brand: inclusionai
SKU: inclusionai/ling-3.0-flash
Price: 0.0231 USD
Availability: InStock

inclusionai/ling-3.0-flash

Ling-3.0-flash is a 124B-parameter Mixture-of-Experts (MoE) model, with approximately 5.1B parameters activated per token.

$0.0231 in · $0.0693 out per 1M tokens262k contextJul 23, 2026

less than 1/100 of a cent a message

A typical message: about 500 tokens you send and 500 it writes.

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Spec sheet

Published facts from the catalog, billed prices and what we measured here. Anything not measured says so.

Price, billed here

Input, per 1M tokens: $0.0231provider $0.021
Output, per 1M tokens: $0.0693provider $0.063
Cached input, per 1M: $0.00462provider $0.0042
Margin: +10%

Context and formats

Context window: 262,144 tokens
Longest answer: 32,768 tokens
Reads: text
Makes: text
First listed: 2026-07-23

Measured here, last 7 days

First token, median: not measured
Answered without error: not measured

Tools and JSON

Tool calling: declaredthe provider's claim, not yet measured here
JSON output: declaredthe provider's claim, not yet measured here

Price and latency history as JSON: GET /api/planet/history?id=inclusionai/ling-3.0-flash.

About

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...

In inclusionAI's words.

Try it here

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The answer appears here.

Measured here

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Call it

Use one OpenAI compatible endpoint, this model's id and an am_live_ key from the dashboard. You can also try it in chat first with no key.

curl https://useantimatter.com/v1/chat/completions \
  -H "Authorization: Bearer $ANTIMATTER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model": "inclusionai/ling-3.0-flash", "messages": [{"role": "user", "content": "Hello"}]}'

Everything else is in the docs.

Embed this

A badge showing this model's live price per million tokens, as billed here, for a README or a site. It links back to this page.

<a href="https://useantimatter.com/planet/inclusionai/ling-3.0-flash"><img src="https://useantimatter.com/api/badge/price?id=inclusionai%2Fling-3.0-flash" alt="Ling 3.0 Flash price on Antimatter" height="28"></a>

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