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Pricing

Easily deploy machine learning models on dedicated infrastructure with πŸ€— Inference Endpoints. When you create an Endpoint, you can select the instance type to deploy and scale your model according to an hourly rate. πŸ€— 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 Endpoints are up and in a running state.

You can find the hourly pricing for all available instances for πŸ€— 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.

Provider Instance Size hourly rate vCPUs Memory Architecture
aws small $0.06 1 2GB Intel Xeon - Ice Lake
aws medium $0.12 2 4GB Intel Xeon - Ice Lake
aws large $0.24 4 8GB Intel Xeon - Ice Lake
aws xlarge $0.48 8 16GB Intel Xeon - Ice Lake
azure small $0.06 1 2GB Intel Xeon
azure medium $0.12 2 4GB Intel Xeon
azure large $0.24 4 8GB Intel Xeon
azure xlarge $0.48 8 16GB Intel Xeon

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.

Provider Instance Size hourly rate GPUs Memory Architecture
aws small $0.60 1 14GB NVIDIA T4
aws medium $1.30 1 24GB NVIDIA A10G
aws large $4.50 4 56GB NVIDIA T4
aws xlarge $6.50 1 80GB NVIDIA A100
aws xxlarge $7.00 4 96GB NVIDIA A10G
aws xxxlarge $45.00 8 640GB NVIDIA A100

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 medium (2 x 4GB vCPUs)
  • Autoscaling (minimum 1 replica, maximum 1 replica)

hourly cost

instance hourly rate * (hours * # min replica) = hourly cost
$0.12/hr * (1hr * 1 replica) = $0.12/hr

monthly cost

instance hourly rate * (hours * # min replica) = monthly cost
$0.12/hr * (730hr * 1 replica) = $87.6/month

basic-chart

Advanced Endpoint

  • AWS GPU small (1 x 14GB GPU)
  • 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
$0.6/hr * ((1hr * 1 replica) + (0.25hr * 2 replicas)) = $0.9/hr

monthly cost

instance hourly rate * ((hours * # min replica) + (scale-up hrs * # additional replicas)) = monthly cost
$0.6/hr * ((730hr * 1 replica) + (182.5hr * 2 replicas)) = $657/month

advanced-chart