Pricing

Easily deploy machine learning models on dedicated infrastructure with 🤗 Inference Endpoints. When you create an Endpoint, you can select the instance type to deploy and scale your model according to an hourly rate. 🤗 Inference Endpoints is accessible to Hugging Face accounts with an active subscription and credit card on file. At the end of the subscription period, the user or organization account will be charged for the compute resources used while successfully deployed Endpoints (ready to serve) are initializing and in a running state.

You can find the hourly pricing for all available instances for 🤗 Inference Endpoints, and examples of how costs are calculated below. While the prices are shown by the hour, the actual cost is calculated by the minute.

CPU Instances

The table below shows currently available CPU instances and their hourly pricing. If the instance type cannot be selected in the application, you need to request a quota to use it.

GPU Instances

The table below shows currently available GPU instances and their hourly pricing. If the instance type cannot be selected in the application, you need to request a quota to use it.

Accelerator Instances

The table below shows currently available custom Accelerators instances and their hourly pricing. If the instance type cannot be selected in the application, you need to request a quota to use it.

Pricing examples

The following example pricing scenarios demonstrate how costs are calculated. You can find the hourly rate for all instance types and sizes in the tables above. Use the following formula to calculate the costs:

instance hourly rate * ((hours * # min replica) + (scale-up hrs * # additional replicas))

Basic Endpoint

• AWS CPU intel-spr x2 (2x vCPUs 4GB RAM)
• Autoscaling (minimum 1 replica, maximum 1 replica)

hourly cost

instance hourly rate * (hours * # min replica) = hourly cost
$0.067/hr * (1hr * 1 replica) = $0.067/hr

monthly cost

instance hourly rate * (hours * # min replica) = monthly cost
$0.064/hr * (730hr * 1 replica) = $46.72/month

Advanced Endpoint

• AWS GPU small (1x GPU 14GB RAM)
• Autoscaling (minimum 1 replica, maximum 3 replica), every hour a spike in traffic scales the Endpoint from 1 to 3 replicas for 15 minutes

hourly cost

instance hourly rate * ((hours * # min replica) + (scale-up hrs * # additional replicas)) = hourly cost
$0.5/hr * ((1hr * 1 replica) + (0.25hr * 2 replicas)) = $0.75/hr

monthly cost

instance hourly rate * ((hours * # min replica) + (scale-up hrs * # additional replicas)) = monthly cost
$0.5/hr * ((730hr * 1 replica) + (182.5hr * 2 replicas)) = $547.5/month

Quotas

Listed available quota can now be seen in the Inference dashboard at https://ui.endpoints.huggingface.co under “Quotas Used”.

The number displayed will reference the number of instances used / available instance quota. Paused endpoints will not count against “used” quota. Scaled to Zero endpoints will be counted as “used” quota - simply pause the scaled-to-zero endpoint should you like to unlock this quota.

Please contact us if you’d like to increase quota allocations. PRO users and Enterprise Hub organizations will have access to higher quota amounts when requested.