Ling 3.0 Flash Thinking

inclusionai/ling-3.0-flash:thinking

Ling-3.0-flash Thinking enables visible reasoning on inclusionAI's token-efficient 124B-parameter Mixture-of-Experts model for harder coding, tool use, planning, and production-scale agent workflows.

Reasoning
Tool calling

Chat with this model Create an API key

Pricing

Includes our margin. Charged per request from your balance.

Input: $0.0825 per 1M tokens
Output: $0.242 per 1M tokens
Cache read: $0.0165 per 1M tokens
Typical message: $0.00016

Details

Provider: inclusionAI
Context: 262K tokens
Max output: 33K tokens
Added: Jul 23, 2026
Reasoning effort: none, minimal, low, medium, high, xhigh

Use it from the API

Replace $HIDE_API_KEY with a key from the Developers page. Base URL https://hide.st/api/v1.

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

Pricing

Details

Use it from the API

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