The challenge for Databricks and Snowflake is that big cloud vendors are catching up with their own serverless products such as Redshift Serverless [0].

And they now provide Spark engines as well with associated notebooks. What's the unique offering in Databricks seen in this light?

[0] https://aws.amazon.com/redshift/redshift-serverless/