FinOpsWay serving endpoint cost page showing DBU usage and a cost context beside the endpoint name in Databricks.
FinOpsWay shows endpoint-level DBU usage and billing context beside each Model Serving name.

How are serving endpoints billed?

Databricks Model Serving uses serverless compute. The billing model depends on the endpoint and model type, including pay-per-token, CPU or GPU, and provisioned throughput.

Serving endpoint usage appears in the billing system tables under MODEL_SERVING. A DBU badge is a usage signal. The SKU and regional price determine the cost.

Published GPU Serving DBU rates

Public Model Serving rates in DBUs per hour. Multiply the DBU rate by the applicable regional DBU price to estimate a charge.

GPU configurationDBUs per hourHourly cost at $0.070 / DBU
T4 or equivalent10.48$0.73/hour
A10G x 1 GPU or equivalent20.00$1.40/hour
A10G x 4 GPU or equivalent112.00$7.84/hour
A10G x 8 GPU or equivalent290.80$20.36/hour
L40S x 1 GPU or equivalent44.86$3.14/hour
A100 40GB x 8 GPU or equivalent538.40$37.69/hour
A100 80GB x 8 GPU or equivalent628.00$43.96/hour
H100 x 1 GPU or equivalent100.00$7.00/hour
H100 x 8 GPU or equivalent800.00$56.00/hour

Published rates checked October 6, 2026. Pay-per-token, CPU and provisioned throughput endpoints use different pricing.

Prices shown for US East (AWS us-east-1)View official Databricks pricing.

How to review endpoint usage

  1. Connect FinOpsWay and open Serving.
  2. Read the DBU badge beside an endpoint and check its reporting period.
  3. Compare endpoints with the same type and workload. Review scale-to-zero settings and traffic before acting on a change.

Common questions

Does scale to zero remove every cost?

It can reduce idle serving usage, but restarting an endpoint creates launch usage. Compare the startup pattern with latency and availability needs.

Can one rate price every endpoint?

No. Model type, serving mode, workload and region affect the billed SKU. Use your billing data for the applicable price.

Billing data updates every few hours. Check the reported period and freshness. How FinOpsWay calculates costs.