Ling 3.0 Flash VL is inclusionAI's native multimodal Mixture-of-Experts model with 124B total parameters and 5.5B active parameters per token. It combines image and video understanding with reasoning and tool use for document analysis, charts, visual verification, and interface-based agent tasks. Thinking is enabled by default and can be turned off in settings.
Added Sep 9, 2026
Context Window
262.1K
Max Output
32.8K
Input Price (Auto)
$0.060/1M
Output Price (Auto)
$0.18/1M
Cache Read (Auto)
$0.012/1M
Capabilities
Benchmarks
Benchmarks
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