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by Inclusionai

Ling-3.0-flash.

text open weights 131K ctx
Cheapest input
$0.021/M
on OpenRouter
Cheapest output
$0.063/M
on OpenRouter
Hosted equiv.
~$0.02/hr
@ 100 tok/s on OpenRouter

*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key

Where to use it

Cheapest hosted endpoints.

Provider Access $/M in $/M out
OpenRouter api aggregator $0.021 $0.063 Launch ↗
DeepInfra hosted inference $0.06 $0.18 Launch ↗
Sources

Official references.

Hugging Face ↗
FAQ

Frequently asked.

How do I run Ling-3.0-flash?
Ling-3.0-flash is open-weight, so you can self-host on rented GPUs. See the Run It Yourself tab for GPU configurations + cost estimates, or use one of the hosted inference providers listed on this page.
Where can I access Ling-3.0-flash?
Ling-3.0-flash is available via DeepInfra, OpenRouter. Each access option lists its own pricing (per million tokens or hourly hosting).
How much does it cost to run Ling-3.0-flash?
API pricing starts at $0.075/M input tokens and $0.22/M output tokens. Self-hosting cost depends on the GPU you rent — see the Run It Yourself tab.
Is Ling-3.0-flash open-source or proprietary?
Ling-3.0-flash is open-weight under the license. You can download and self-host it.