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Inclusionai

Available in Shortly AI

Ling 3.0 Flash

Released August 6, 2026

ReasoningTool Use

Ling 3.0 Flash is designed with token efficiency and production-scale agentic inference as key priorities, enabling developers to complete more useful work within constrained token, latency, and serving-cost budgets.

Context window
256K tokens
Maximum output
32K tokens
Input pricing
$0.02/M
Output pricing
$0.06/M