Ling 3.2 Flash
InclusionAI · ling-3-2-flash
Native multimodal MoE model with 560B total and 25B active parameters for complex visual understanding, multimodal agents, 3D interaction, and medical imaging
Specification
most-agreed values
Context
1M
Max output
33K
Released
2026-11-05
Knowledge cutoff
—
Retires
—
Open weights
no
Input
text, image, video
Output
text
Price
US dollars per million tokens · most-agreed
Input
free
Output
free
Available from 2 hosts
| Host | In $/M | Out $/M | Cache rd | Cache wr | Context | Output | Retires |
|---|---|---|---|---|---|---|---|
| kilo · free | free | free | — | — | 1M | 262K | — |
| bailing | — | — | — | — | 1M | 33K | — |
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