Ling 3.0 Flash VL

InclusionAI's Ling 3.0 Flash MoE with native image and video understanding added on top of its language capabilities.

ling-3.0-flash-vl
STABLEGet StartedView uptime
131,072 context
Released September 10, 2026
Starting at $0.06/M input tokens
Starting at $0.18/M output tokens
Streaming
Vision
Tools
Reasoning
JSON Output
Structured JSON
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All Providers for Ling 3.0 Flash VL

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

Context: 131.1kQuant: fp16
Input
$0.06
/M tokens
Cache Read
$0.012
/M tokens
Output
$0.18
/M tokens
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Frequently asked questions

What is Ling 3.0 Flash VL?

InclusionAI's Ling 3.0 Flash MoE with native image and video understanding added on top of its language capabilities. You can access it through LLM Gateway's OpenAI-compatible API with automatic provider routing, fallback, and cost analytics.

How much does Ling 3.0 Flash VL cost?

Pricing for Ling 3.0 Flash VL on LLM Gateway starts at $0.06 per million input tokens and $0.18 per million output tokens, depending on the provider. The pricing table above always reflects the current per-provider rates.

What is the context length of Ling 3.0 Flash VL?

Ling 3.0 Flash VL supports a context window of up to 131,072 tokens on its largest provider deployment.

Which providers serve Ling 3.0 Flash VL?

Ling 3.0 Flash VL is served by DeepInfra through LLM Gateway. Requests are automatically routed to the best available provider, with fallback when a provider has issues.

Does Ling 3.0 Flash VL support tool calling and structured outputs?

Yes. Ling 3.0 Flash VL supports both tool (function) calling and strict JSON output schema (upstream-enforced) through LLM Gateway.

When was Ling 3.0 Flash VL released?

Ling 3.0 Flash VL was released on September 10, 2026.