Yeah, the biggest benefit something like Snowflake or Databricks or whatever AWS tools has over the more traditional technologies is the pay-as-you-go pricing.
We're are now trying to scale unnamed technology running on EC2 from 100 nodes to 200 cores and the process to buy larger license is pretty painful. If we were using Snowflake or Databricks, we could just scale it up and update our opex estimate.