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#2 ClickHouse
Open‑source, column‑oriented DBMS designed for real‑time analytics on massive datasets.
#3 Apache Druid
High‑performance, real‑time analytics data store with columnar storage and fast OLAP queries.
Fully managed, petabyte‑scale data warehouse on AWS with columnar storage and MPP architecture.
Serverless, highly scalable analytics data warehouse with columnar storage and built‑in ML.
#6 Snowflake
Cloud‑native data platform offering separate compute and storage, columnar storage, and instant scaling.
Integrated analytics service combining enterprise data warehousing, big data, and serverless SQL.
Open‑source relational DB extended with Citus for distributed, columnar‑style analytics.
Massively parallel PostgreSQL‑based data warehouse with columnar storage options.
#10 Vertica
Analytic database platform optimized for columnar storage, high‑speed queries, and AI workloads.
#11 Teradata Vantage
Enterprise data analytics platform offering multi‑cloud, columnar, and hybrid workloads.
Self‑tuning, self‑securing data warehouse with columnar compression and MPP architecture.
Cloud‑native, columnar data warehouse with in‑memory acceleration and AI integration.
#14 SAP HANA
In‑memory, columnar database platform for real‑time analytics and transactional processing.
#15 Apache Kudu
Columnar storage engine for fast analytics on mutable data, often paired with Impala.
#16 Apache Hive
Data warehouse infrastructure built on Hadoop, supporting columnar file formats like ORC/Parquet.
Distributed SQL query engine that can query columnar data sources such as Iceberg, Delta Lake.
#18 DuckDB
In‑process analytical SQL OLAP database with columnar storage, ideal for embedded analytics.
#19 TimescaleDB
Time‑series database built on PostgreSQL, offering hypertables and columnar compression for analytics.
#20 CrateDB
Distributed SQL database optimized for IoT and time‑series data with columnar storage.
Fully managed ClickHouse service with automated scaling, backups, and security.