Exasol
by ExasolExasol suits organizations needing multi-departmental analytics, in-database machine learning or AI, or complex data integration and virtualization.
Free plan Free trial From $3.30 a month WebWindowsMacLinuxAPISelf-hosted
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Best Analytics Databases 2026
Every product here is ranked by Samsung Mobile US Press's record score: what its maker publishes about it, where it runs (Android first), whether it is free to try, and how recently the facts were read.
02
SingleStore Helios
Helios suits teams that need a cloud database for transactional and analytical work, with multiple data models or AI workloads.
WebWindowsMac+3 Record6.0 Visit
03
IBM Db2
WebWindowsLinux+2 Record5.8 Visit
04
Teradata VantageCloud
WebLinuxAPI+1 Record5.7 Visit
05
ClickHouse Cloud
WebWindowsMac+3 Record5.5 Visit
6
PrestoDB
WebMacLinux+2 Free plan Record5.4 Visit PrestoDB is for users who need to run distributed SQL queries across heterogeneous data sources and can manage a self-hosted deployment.
7
QuestDB
WebWindowsMac+3 Free plan Record5.3 Visit QuestDB may suit teams handling time-series data in low-latency settings, including capital-markets firms, digital-asset businesses, energy operators, aerospace…
8
Yellowbrick Data Warehouse
WebWindowsMac+3 — Record5.2 Visit It suits enterprises with demanding analytics workloads and data residency or security requirements.
9
Apache Hive
WindowsMacLinux+2 Free plan Record5.1 Visit Apache Hive suits teams managing large datasets with SQL and connecting warehouse clients, storage, and related tools.
10
Apache Druid
WebMacLinux+2 Free plan Record4.9 Visit Druid may suit teams building low-latency analytics for streaming or batch data, especially workloads involving high query concurrency or immediate visibility into…
11
MonetDB
WindowsMacLinux+2 Free plan Record4.9 Visit MonetDB suits organizations and researchers needing a self-hosted SQL database for analytics or bulk processing.
12
MotherDuck
WebAPI $250 a month Record4.9 Visit MotherDuck suits data teams, app developers, and AI agents needing a cloud data warehouse built on DuckDB.
13
Amazon Redshift
WebAPI $0.54 a month Record4.8 Visit Redshift suits teams running SQL analytics, dashboards, data sharing, application development, or ETL jobs.
14
Apache Impala
MacLinuxAPI+1 Free plan Record4.7 Visit Impala suits teams running SQL-based analytics on Hadoop ecosystem data, including multitenant deployments.
15
Apache Kylin
WebLinuxAPI+1 Free plan Record4.7 Visit Kylin suits teams building analytics systems that use SQL models, streaming or batch data, and supported BI tools.
16
Firebolt
WebLinuxAPI+1 Free plan Record4.7 Visit Firebolt suits engineers choosing between self-managed analytical database deployments and a managed service, including teams working with open storage standards.
17
Trino
WebLinuxAPI+1 Free plan Record4.6 Visit Trino suits teams that need SQL analytics across multiple data sources in cloud or on-premises environments.
18
Apache Pinot
WebAPISelf-hosted Free plan Record4.5 Visit Pinot suits teams building real-time analytics or user-facing workloads that combine batch and streaming data.
19
Greenplum Database
LinuxAPISelf-hosted Free plan Record4.5 Visit Greenplum Database may suit organizations building large analytical warehouses or working with the listed analytics, machine learning, AI, and IoT workloads.
20
StarRocks
LinuxSelf-hosted Free plan Record4.5 Visit It suits teams building self-hosted analytical systems for real-time, high-concurrency, or ad hoc SQL workloads.
22
SAP Customer Data Platform
WebAPI $1.15 a month Record4.2 Visit It suits organizations that need to unify customer profiles and activate permissioned data across engagement systems.
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