Snowflake

Databricks

Lakehouse for Spark, Delta, Mosaic AI and unified analytics + ML.

8.7Данные·MLOps

BigQuery

Google's serverless warehouse — SQL over petabytes, connected to the GCP stack.

8.6Данные·Хранилище

ClickHouse

Columnar OLAP database for realtime analytics — Cloud or you run the nodes.

8.8Данные·Хранилище

dbt

Transform warehouse data as versioned SQL models with tests and docs.

8.9Данные·ETL / ELT

MotherDuck

DuckDB in the cloud — local-speed SQL that also syncs a shared warehouse.

8.4Данные·Хранилище

Metabase

Open-source BI that non-analysts can actually query, self-host or cloud.

8.5Данные·BI

Looker

Google's governed BI layer — LookML models, embeds and Looker Studio sibling.

8.2Данные·BI