Ling 3.1 Flash via the Tokenator API
What the model is for
Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.
Specification
| Full name | Ling 3.1 Flash |
| API ID | ling-3.1-flash |
| Model vendor | InclusionAI |
| Type | Text model (chat / completions) |
| Context window | 262.1K tokens |
| Max output | 32.8K tokens |
| Image input | no |
| Tokenator usage multiplier | 1× |
| Badge | NEW |
| Input modalities | text |
| Aliases | cursor-ling-3.1-flash |
| Supported API formats | /v1/chat/completions /v1/responses /v1/messages |
| Current status | currently unavailable |
| Data updated | 2026-10-08 |
Benchmarks
| Intelligence index | 41.1 |
Artificial Analysis data loaded into the catalog for this model.
Example request
curl
curl https://api.tokenator.top/v1/chat/completions \ -H "Authorization: Bearer sk-your-tokenator-key" \ -H "Content-Type: application/json" \ -d '{ "model": "ling-3.1-flash", "messages": [{"role": "user", "content": "Hello"}] }'
Compatible tools
The model can be used in any tool that accepts a custom base URL: Claude Code, Codex CLI, OpenCode, Cursor, Cline, Kilo Code, Cherry Studio, DeepSeek Harness, Hermes, Pi, OpenClaw.
See also
FAQ about Ling 3.1 Flash
What is the API ID of Ling 3.1 Flash?
ling-3.1-flash — put this into the model field of your request.
What context window does Ling 3.1 Flash have?
262.1K tokens; max output is 32.8K tokens.
How many tokens will a request cost?
(input + output) × 1×. See the documentation for details.
Which tools support this model?
Any tool that accepts a custom base URL: Claude Code, Codex CLI, OpenCode, Cursor, Cline, Kilo Code. Setup guides are in the integrations section.