We are currently planning to create feature tables to serve machine learning models in our organization.

I am struggling to find interesting benchmarks on Databricks Feature Store performances vs using directly Delta Tables. It would also be interesting the different results for batch inference and usage of online feature store for real time inference.

Throwing the topic in the community to see if someone in Databricks or other clients have tried running some tests.