Textby inclusionAI

Ling 3.0 Tiny

Ling 3.0 Tiny is a mixture-of-experts model from InclusionAI, with 1.3B active parameters out of 7.9B total. It is designed for responsive agents, instruction following, and multi-turn conversations, with switchable...

  • By price it is among the cheapest of the 347 text models GenMagic runs (5th cheapest).
  • It was listed on Nov 5, 2026.

Price and details checked daily · Every model change

Try Ling 3.0 Tiny

Generate with Ling 3.0 Tiny right here. Verify your email to start with free credits.

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Specifications

Context window

262K tokens

Max output

250K tokens

Input price

$0.022 / 1M tokens

Output price

$0.068 / 1M tokens

Cached input

$0.0045 / 1M tokens

Capabilities

Reasoning

Works through multi-step problems before answering, for harder tasks.

Tool use

Can call functions and tools, enabling agentic and structured workflows.

Structured output

Returns validated JSON that conforms to a schema you define.

Use Ling 3.0 Tiny through the API

The model id is inclusionai/ling-3.0-tiny. Requests bill your GenMagic balance at the price above, and each response reports what it cost.

curl
curl https://genmagic.co/api/v1/chat/completions \
  -H "Authorization: Bearer $GENMAGIC_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "inclusionai/ling-3.0-tiny",
    "messages": [{ "role": "user", "content": "Explain vector databases in two sentences." }]
  }'
Python (openai SDK)
from openai import OpenAI

client = OpenAI(base_url="https://genmagic.co/api/v1", api_key="YOUR_GENMAGIC_API_KEY")

resp = client.chat.completions.create(
    model="inclusionai/ling-3.0-tiny",
    messages=[{"role": "user", "content": "Explain vector databases in two sentences."}],
)
print(resp.choices[0].message.content)

From an AI agent, call generate_text with "model": "inclusionai/ling-3.0-tiny" on the GenMagic MCP server. Keys, limits and every endpoint are in the API documentation.

Use Ling 3.0 Tiny in n8n

  1. In n8n, open the nodes panel, search for GenMagic and install it (a verified community node), then add it to your workflow.
  2. Set Resource to Text and Operation to Generate.
  3. In Model Name or ID, pick inclusionAI: Ling 3.0 Tiny, or enter inclusionai/ling-3.0-tiny as an expression.
  4. Connect your GenMagic API key (get one free). Each run is billed at the price above, and the node returns what it cost.

Ready-to-import workflows that already use the node are on GenMagic for n8n.

Similar-priced text models from other providers

Other text models GenMagic runs at a comparable price, on the same balance and API key.

ModelProviderPriceContext
inclusionAI: Ling 3.0 Tiny (this model)inclusionAI$0.022 in / $0.068 out per 1M tokens262K
ScaleDown: SummarizeScaledown$0.06 in / Free out per 1M tokens1M
Google: Gemma 4 26B A4B Google$0.039 in / $0.12 out per 1M tokens262K
Z.ai: GLM Flash LatestZ.AI$0.043 in / $0.14 out per 1M tokens1M
Nex AGI: Nex-N2.5-MiniNEX-AGI$0.037 in / $0.15 out per 1M tokens262K
Qwen: Qwen3.7 FlashQwen$0.045 in / $0.20 out per 1M tokens1M

More from inclusionAI

All 4 inclusionAI models

Where these figures come from

  • Price: GenMagic's own price, what the studio and the API charge, recomputed from the provider's price list every few minutes and recorded daily. How pricing works.
  • Specs and description: as inclusionAI publishes them (model card on Hugging Face), checked daily.
  • Changes: no change recorded yet. Every model's new listings, price changes and retirements are in the model changes log, and how every figure on GenMagic is sourced is on our sources page.

Generate with Ling 3.0 Tiny today

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