by Inclusionai

Ling-3.0-flash.

text closed 131K ctx
Cheapest input
$0.075/M
on DeepInfra
Cheapest output
$0.22/M
on DeepInfra
Hosted equiv.
~$0.08/hr
@ 100 tok/s on DeepInfra

*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

Hosted API only

No self-host path — closed weights.

Ling-3.0-flash's weights aren't published. Use it via the access providers below.

Where to use it

Cheapest hosted endpoints.

Provider Access $/M in $/M out
DeepInfra hosted inference $0.075 $0.22 Launch ↗
OpenRouter api aggregator $0.075 $0.22 Launch ↗
FAQ

Frequently asked.

How do I run Ling-3.0-flash?
Ling-3.0-flash is a closed-source API model. The cheapest way to access it is through the API providers listed on this page (direct API, aggregators, and hosted chat UIs).
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 a proprietary model from Inclusionai. Access is API-only — there are no public weights to download.