Ling 3.1 Flash
inclusionai/ling-3.1-flash
byinclusionAI1M contextReleased Oct 2, 2026ToolsReasoning
Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.
- Input
- $0.0815
- per 1M tokens
- Output
- $0.244
- per 1M tokens
- Cached input
- $0.0163
- per 1M tokens
Lowest price across providers. You are billed from your Ditfa Platform credits per token used.
Providers
Requests are routed to the cheapest healthy provider and fall back automatically.
Usage
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Top apps
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Quickstart
Use any OpenAI SDK. Point it at the Ditfa Platform base URL and use an sk-dp- key.
curl https://gateway.ditfa.com/v1/chat/completions \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $DITFA_API_KEY" \
-d '{
"model": "inclusionai/ling-3.1-flash",
"messages": [
{
"role": "user",
"content": "Write a haiku about the ocean."
}
]
}'