Ling 3.0 Flash Sante API

inclusionai/ling-3.0-flash-sante
Ling 3.0 Flash Sante is a health-and-medicine model specialized in medical reasoning, evidence-based retrieval, clinical documentation, and medical question answering.
Context
256K tokens
Input
$0.103155 / 1M tokens
Output
$0.302588 / 1M tokens
Released
Sep 4, 2026

How to use Ling 3.0 Flash Sante API

Install any OpenAI-compatible SDK, point it at api.aimlapi.com/v1, and set the model to inclusionai/ling-3.0-flash-sante.
import requests

r = requests.post(
    "https://api.aimlapi.com/v1/chat/completions",
    headers={"Authorization": "Bearer " + AIMLAPI_KEY},
    json={
      "model": "inclusionai/ling-3.0-flash-sante",
      "messages": [
        {
          "role": "user",
          "content": "Hello!"
        }
      ]
    },
)
print(r.json())
const r = await fetch("https://api.aimlapi.com/v1/chat/completions", {
  method: "POST",
  headers: {
    Authorization: `Bearer ${process.env.AIMLAPI_KEY}`,
    "Content-Type": "application/json",
  },
  body: JSON.stringify({
    "model": "inclusionai/ling-3.0-flash-sante",
    "messages": [
      {
        "role": "user",
        "content": "Hello!"
      }
    ]
  }),
});
console.log(await r.json());
curl -X POST https://api.aimlapi.com/v1/chat/completions \
  -H "Authorization: Bearer $AIMLAPI_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"inclusionai/ling-3.0-flash-sante","messages":[{"role":"user","content":"Hello!"}]}'

OpenAI-compatible — swap the base URL and it works with your existing SDK.

Ling 3.0 Flash Sante API Pricing

TypePrice
Input
$0.103155 / 1M tokens
Output
$0.302588 / 1M tokens
Cached input
$0.020631 / 1M tokens

Ling 3.0 Flash Sante vs other models

ModelInputOutputContextBest for
$0.103155 / 1M tokens
$0.302588 / 1M tokens
256K tokens
Reasoning with tool calling
$0.082524 / 1M tokens
$0.247572 / 1M tokens
256K tokens
Finance-domain reasoning over long documents
$0 / 1M (free)
$0 / 1M (free)
262K tokens
High-volume, zero-cost chat and reasoning tasks
$0.103155 / 1M tokens
$0.302588 / 1M tokens
256K tokens
Fast, low-cost reasoning and tool use at scale

Frequently asked questions

It is a health- and medicine-focused language model designed for medical knowledge reasoning, clinical safety, evidence-based retrieval, and long-horizon medical tasks.

Yes. It is used for medical question answering, including complex and multi-step clinical questions.

Yes. The model is used for evidence-based retrieval and literature summaries.

Yes. It is used for clinical documentation drafts.

Yes. Reasoning is enabled by default, and the model is designed for medical knowledge reasoning and general reasoning tasks.

Yes. It supports function calling for tool-based workflows, and tool calling works whether reasoning is enabled or disabled.

Yes. It retains general agentic capabilities in addition to its medical specialization.

Yes. The model retains general coding capabilities alongside its health and medicine capabilities.

It accepts text input only.

Yes. It uses a mixture-of-experts architecture with 124 billion total parameters and approximately 5.1 billion active parameters per token.

The provider catalogue identifies streaming as a capability for this model.

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