Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.
$0.0375market price $0.075
$0.0075market price $0.015
$0.112market price $0.225
Throughput is how fast the model writes (tokens per second, higher is better). Time to first token is how long before the answer starts (lower is better).
Share of requests served without a server error. Client errors (4xx) do not count.
Works with the OpenAI SDK pointed at our base URL. Every parameter is in the API reference.
Tokens processed per day on NagaAI.
Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.
On NagaAI, Ling 3.1 Flash costs $0.0375 per 1M input tokens and $0.112 per 1M output tokens. You pay only for what you use, with no subscription.
Ling 3.1 Flash reads up to 262.1k tokens in one request, counting the prompt and the answer together.
Yes. Ling 3.1 Flash can call your functions as tools and can answer in a JSON schema you give it.
It takes text as input and returns text.
Create an API key, copy the model ID from the top of this page and send requests with the OpenAI or Anthropic SDK pointed at NagaAI. The API section on this page has a ready example.
Ling 3.0 Flash SanteinclusionAI$0.021 / $0.0616 per 1MLing 3.0 Flash FininclusionAI$0.021 / $0.0616 per 1MLing 3.0 Flash VLinclusionAILing 3.0 TinyinclusionAI$0.0075 / $0.0225 per 1MLing 3.0 FlashinclusionAI
LFM3-1.7BLiquid AI$0.04 / $0.10 per 1M