A Practical Guide to Evaluating Data Warehouses for Low-Latency Analytics (2026 Edition)

The article says sub-second customer-facing analytics depends more on architecture than on brand name.

It compares traditional cloud warehouses with real-time systems for concurrency, cold starts, and tenant isolation.

MotherDuck is presented as a scale-up, serverless option built to deliver fast multi-tenant analytics with less ops work.

The guide argues that product experience is shaped by latency and isolation choices, not just the warehouse vendor.