SingleStore Helios is a cloud database-as-a-service available on AWS, Google Cloud, and Microsoft Azure.
Alternatives to Amazon EMR with Apache HBase
Exasol is a database for organizations running analytics and high-concurrency AI workloads.
ClickHouse Cloud is a managed service for real-time analytics, observability, and AI-powered data applications.
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Apache Beam
Apache Beam is a free, open-source programming model for building data processing pipelines across batch and streaming workloads.
Free planOpen sourceWebAPILinuxmacOS7.7Free plan - 5
PrestoDB
PrestoDB is a free, open-source distributed SQL query engine for querying large datasets across different data systems.
Free planOpen sourceWebAPILinuxmacOS7.7Free plan - 6

Starburst Enterprise Context Layer
Starburst Enterprise Context Layer turns scattered data into governed, versioned Data Products that bundle datasets with business definitions,…
Free planWebAPISelf-hosted7.5$0.50 usage-based - 7

Apache Hive
Apache Hive is an open-source data warehouse system for working with large datasets through SQL.
Free planOpen sourceAPILinuxmacOSSelf-hosted7.4Free plan - 8
Teradata VantageCloud
Teradata VantageCloud is Teradata’s managed cloud deployment for production AI, analytics, lakehouse, and agentic AI workloads.
Free planWebAPILinuxSelf-hosted7.3$1.50 one-time - 9
Apache Druid
Apache Druid is an open-source database for real-time analysis of streaming and batch data.
Free planWebAPILinuxmacOS7.2Free plan - 10

Apache Hadoop HDFS
Apache Hadoop HDFS is a free, open-source distributed file system for high-throughput access to large application data sets on commodity hardware.
Free planOpen sourceAPILinuxSelf-hostedWindows7.2Free plan - 11

Starburst Galaxy
Starburst Galaxy is a managed, cloud-hosted analytics platform built on Trino.
Free planWebAPILinux7.1Free plan - 12

Materialize
Materialize is a SQL-based live data layer for apps and AI agents.
Free planWebAPILinuxSelf-hosted7.0From $1.50 a year - 13
Yellowbrick Data Warehouse
Yellowbrick Data Warehouse is a SQL data platform for data warehousing and application analytics.
WebAPILinuxmacOS6.9From $0.28 a month - 14
Apache Kylin
Apache Kylin is an open-source OLAP engine for data analytics, designed for large-scale workloads and many concurrent queries.
Free planWebAPILinuxSelf-hosted6.7Free plan - 15
Apache Storm
Apache Storm is a free, open-source system for processing unbounded data streams in real time.
Free planWebAPILinuxmacOS6.6Free plan - 16

Apache Pinot
Apache Pinot is an open-source distributed OLAP datastore for real-time analytics and user-facing workloads.
Free planWebAPISelf-hosted6.4Free plan - 17

Apache Spark
Apache Spark is a free, open-source engine for large-scale data analytics.
Free planAPILinuxmacOSSelf-hosted6.4Free plan - 18

Firebolt
Firebolt is an open-source analytical database for engineers that uses Postgres-compatible SQL.
Free planWebAPILinuxSelf-hosted6.4Free plan - 19
Trino
Trino is a distributed SQL query engine for analyzing large datasets across different data systems.
Free planWebAPILinuxSelf-hosted6.4Free plan - 20
Apache Impala
Apache Impala is an open-source analytic database for SQL queries on open data and table formats.
Free planAPILinuxmacOSSelf-hosted6.2Free plan - 21

Apache Flink
Apache Flink is a framework and distributed processing engine for stateful computations over bounded and unbounded data streams.
Free planAPILinuxSelf-hosted6.1Free plan - 22

Apache Samza
Apache Samza is a free, self-hosted framework for processing live data streams and building applications that maintain state.
Free planAPILinuxSelf-hosted6.0Free plan - 23

Apache Doris
Apache Doris is an open-source, real-time analytical database for analytics and AI, available under the Apache License, Version 2.0.
APILinuxSelf-hosted5.8 - 24

SAS Advanced Analytics
SAS Advanced Analytics refers to SAS Viya, a cloud-native data and AI platform for connecting data, building and governing models, and operationalizing decisions.
APISelf-hosted5.8 - 255.7From $83.30 a month
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5.5From $0.07 a month - 27

Azure Synapse Analytics
Azure Synapse Analytics is a cloud service for combining data warehousing and big-data processing.
Web5.2 - 28

Databricks Data Intelligence Platform
Databricks Data Intelligence Platform is a web platform listing SQL analytics, ACID transactions, streaming ingestion, and a governance catalog.
Web5.0 - 295.0

