Ling 3.0 Flash Fast API Pricing

Ling 3.0 Flash Fast pricing by provider

1 listing across 1 provider. Token prices are in US dollars per 1M tokens. The highlighted row is the price quoted above.

What Ling 3.0 Flash Fast costs in practice

1,000 requests with 2,000 input and 500 output tokens each

100 long-document requests with 100,000 input and 2,000 output tokens each

Ling 3.0 Flash Fast features

• Function calling
• Image input
• Reasoning
• Prompt caching

Use Ling 3.0 Flash Fast with LiteLLM

Call Ling 3.0 Flash Fast through the LiteLLM Python SDK, or put it behind the LiteLLM proxy and send OpenAI-format requests to /v1/chat/completions. LiteLLM tracks the cost of every request at these prices.

from litellm import completion

response = completion(
    model="novita/inclusionai/ling-3.0-flash-fast",
    messages=[{"role": "user", "content": "Hello!"}],
)

model_list:
  - model_name: ling-3.0-flash-fast
    litellm_params:
      model: novita/inclusionai/ling-3.0-flash-fast
      # credentials: see the provider's LiteLLM docs page

curl http://0.0.0.0:4000/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer sk-1234" \
  -d '{
    "model": "ling-3.0-flash-fast",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

Ling 3.0 Flash Fast FAQ

Related models

• Ling 3.0 Flash$0.06 / $0.18 per 1M tokens