Ling 3.0 Flash VL

Chat Completions

ling-3.0-flash-vl

inclusionAI|Created Sep 10, 2026|131.1k context

Chat Completions

Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual agent capabilities. Hybrid instant/reasoning model with tool calling.

Overview Specifications Activity Performance Uptime Examples API Reference

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Pricing-50%

Pay-as-you-go rates for this model. More details in the billing guide.

Input Tokens (1M)

$0.03

Cached Input Tokens (1M)

$0.006

Output Tokens (1M)

$0.09

Ling 3.0 Flash VL

Input Tokens (1M)

Cached Input Tokens (1M)

Output Tokens (1M)

Ling 3.0 Flash VL

Input Tokens (1M)

Cached Input Tokens (1M)

Output Tokens (1M)

Input Modalities

Output Modalities