Ling 3.1 Flash

InclusionAI's hybrid-reasoning MoE model (560B total, 25B active) with tool calling and a 262K context window.

ling-3.1-flash
UNSTABLEGet StartedLive uptime & insights
262,144 context
Released October 2, 2026
Starting at $0.00/M input tokens
Starting at $0.00/M output tokens
Streaming
Tools
Reasoning
No ratings yetSign in to rate

Select Provider

All Providers for Ling 3.1 Flash

LLM Gateway routes requests to the best providers that are able to handle your prompt size and parameters.

Context: 262.1k
Input
$0
/M tokens
Cache Read
—
/M tokens
Output
$0
/M tokens
Get Started

Frequently asked questions

What is Ling 3.1 Flash?

InclusionAI's hybrid-reasoning MoE model (560B total, 25B active) with tool calling and a 262K context window. You can access it through LLM Gateway's OpenAI-compatible API with automatic provider routing, fallback, and cost analytics.

How much does Ling 3.1 Flash cost?

Ling 3.1 Flash is currently free to use through LLM Gateway.

What is the context length of Ling 3.1 Flash?

Ling 3.1 Flash supports a context window of up to 262,144 tokens on its largest provider deployment.

Which providers serve Ling 3.1 Flash?

Ling 3.1 Flash is served by NovitaAI through LLM Gateway. Requests are automatically routed to the best available provider, with fallback when a provider has issues.

Does Ling 3.1 Flash support tool calling and structured outputs?

Ling 3.1 Flash supports tool (function) calling, but not JSON output modes.

When was Ling 3.1 Flash released?

Ling 3.1 Flash was released on October 2, 2026.