The hottest big data tools in 2025 include Amazon Aurora DSQL, Snowflake Intelligence, and the Databricks Lakebase.

With Azure HorizonDB, Microsoft introduces a cloud-native PostgreSQL database with up to 3072 vCores, VS Code Extensions, and integrated AI functions.