Ling 3.2 Flash
Ling 3.2 Flash is a language model from inclusionAI (Ant Group). It is currently free at 1 provider with up to 1M tokens of context. Its weights are open, so it can also run locally.
- Developer
- inclusionAI (Ant Group)
- Context
- 1M tokens
- Type
- Text
- License
- Open weights
- Free since
- November 13, 2026
Where to use Ling 3.2 Flash for free
Each row is a separate free endpoint with its own limits.
| Provider | Context | Limit | Card | |
|---|---|---|---|---|
OpenRouter inclusionai/ling-3.2-flash:free |
1M | Free tier | No | Open |
Quick start
curl https://openrouter.ai/api/v1/chat/completions \
-H "Authorization: Bearer $OPENROUTER_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "inclusionai/ling-3.2-flash:free",
"messages": [{"role": "user", "content": "Hello!"}]
}'from openai import OpenAI
client = OpenAI(
base_url="https://openrouter.ai/api/v1",
api_key="YOUR_OPENROUTER_API_KEY",
)
reply = client.chat.completions.create(
model="inclusionai/ling-3.2-flash:free",
messages=[{"role": "user", "content": "Hello!"}],
)
print(reply.choices[0].message.content)import OpenAI from "openai";
const client = new OpenAI({
baseURL: "https://openrouter.ai/api/v1",
apiKey: process.env.OPENROUTER_API_KEY,
});
const reply = await client.chat.completions.create({
model: "inclusionai/ling-3.2-flash:free",
messages: [{ role: "user", content: "Hello!" }],
});
console.log(reply.choices[0].message.content);Example for OpenRouter. Any OpenAI-compatible client works: Cursor, Cline, OpenCode, Open WebUI.
Benchmarks
This model is not on the Artificial Analysis leaderboard yet. We do not publish our own estimates.
Similar free models
FAQ
Is Ling 3.2 Flash free?
Yes. As of November 13, 2026, Ling 3.2 Flash is free at OpenRouter. Each provider has its own limits — see the table above.
What is the context window of Ling 3.2 Flash?
The largest context among free routes is 1,048,576 tokens. Some providers cap it lower.
How do I call Ling 3.2 Flash via API?
Use any OpenAI-compatible client with base URL https://openrouter.ai/api/v1, model ID inclusionai/ling-3.2-flash:free, and a OpenRouter key.
Is Ling 3.2 Flash open-weight?
Yes, the weights are published — you can download and run it locally, for example with Ollama or LM Studio.