Analytics should be self hosted. For any serious business there should never be a reason to use a SaaS product. For SME (including startups) obviously yes. But if you have devops teams then deploy on your own hardware.

Tell that to my Fortune 200 client that I've spent last 3 years migrating dozens of SaaS apps from AWS to GKE for.