Best Analytics Databases in 2026

PrestoDB

PrestoDB is a free, open-source distributed SQL query engine for querying large datasets across different data systems.

Apache Hive

Apache Hive is an open-source data warehouse system for working with large datasets through SQL.

IBM Db2

Teradata VantageCloud

Teradata VantageCloud is Teradata’s managed cloud deployment for production AI, analytics, lakehouse, and agentic AI workloads.

Apache Druid

Apache Druid is an open-source database for real-time analysis of streaming and batch data.

SAP Customer Data Platform

SAP Customer Data Platform unifies customer profiles and related account or individual relationships for B2B and B2C use cases.

MotherDuck

MotherDuck is a serverless cloud data warehouse built on DuckDB for data teams, app developers, and AI agents.

QuestDB

QuestDB is a time-series database for environments where low latency matters.

Yellowbrick Data Warehouse

Yellowbrick Data Warehouse is a SQL data platform for data warehousing and application analytics.

Apache Kylin

Apache Kylin is an open-source OLAP engine for data analytics, designed for large-scale workloads and many concurrent queries.

Amazon Redshift

Amazon Redshift is a cloud data warehouse for SQL analytics across data warehouses and data lakes.

Greenplum Database

Greenplum Database is an open-source data warehouse based on PostgreSQL for large-scale analytics, including workloads involving machine learning and AI.

Apache Pinot

Apache Pinot is an open-source distributed OLAP datastore for real-time analytics and user-facing workloads.

Firebolt

Firebolt is an open-source analytical database for engineers that uses Postgres-compatible SQL.

MonetDB

MonetDB is a free, self-hosted relational database designed mainly for analytics, data warehouses, and bulk processing such as business intelligence…

Trino

Trino is a distributed SQL query engine for analyzing large datasets across different data systems.

Apache Impala

Apache Impala is an open-source analytic database for SQL queries on open data and table formats.

StarRocks

StarRocks is a free, self-hosted analytical database for workloads such as multidimensional OLAP, ad hoc queries, and real-time, high-concurrency analytics.

Apache Doris

Apache Doris is an open-source, real-time analytical database for analytics and AI, available under the Apache License, Version 2.0.

IBM watsonx.data

Alibaba Cloud AnalyticDB

Alibaba Cloud AnalyticDB is a cloud analytics service with separate storage and compute, data lake support, streaming ingestion, and in-database machine learning.

Azure Synapse Analytics

Azure Synapse Analytics is a cloud service for combining data warehousing and big-data processing.