CrateDB
by CrateDBCrateDB may suit teams analyzing live operational data across varied data types, including time-series, JSON, and geospatial data.
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Best OLAP Databases 2026
Facts read 20 Sep 2026 – 15 Oct 2026
If you’re evaluating analytical data platforms, compare how each OLAP database handles the queries and infrastructure your work depends on. Look at data lake querying, real-time ingestion, query concurrency, and materialized views to understand the listed workload capabilities. Deployment model and whether compute and storage are separate can help clarify architectural fit; free-plan availability and paid-from pricing add cost considerations. Exasol, Apache Druid, and CrateDB are among the entries to examine. Consider which data sources, query patterns, and operating model matter to you, then weigh those needs against the comparison points provided.
The standings: top 10
| Name | In a line | Record score | Price from | Try it free | Runs on | Facts read |
|---|---|---|---|---|---|---|
| 01 CrateDB | CrateDB may suit teams analyzing live operational data across varied data types, including time-series, JSON, and geospatial data. | 6.0 | Free plan | Free plan | Web, Windows, Mac, Linux | 15 Oct 2026 |
| 02 Exasol | Exasol suits organizations needing multi-departmental analytics, in-database machine learning or AI, or complex data integration and virtualization. | 6.0 | $3.30 a month | Free plan | Web, Windows, Mac, Linux | 14 Oct 2026 |
| 03 Teradata VantageCloud | 5.6 | Free plan | Free plan | Web, Linux, API, Self-hosted | 2 Oct 2026 | |
| 04 ClickHouse Cloud | 5.5 | $25.30 a month | Free trial | Web, Windows, Mac, Linux | 15 Oct 2026 | |
| 05 PrestoDB | PrestoDB is for users who need to run distributed SQL queries across heterogeneous data sources and can manage a self-hosted deployment. | 5.4 | Free plan | Free plan | Web, Mac, Linux, API | 15 Oct 2026 |
| 06 QuestDB | QuestDB may suit teams handling time-series data in low-latency settings, including capital-markets firms, digital-asset businesses, energy operators, aerospace… | 5.2 | Free plan | Free plan | Web, Windows, Mac, Linux | 30 Sep 2026 |
| 07 Yellowbrick Data Warehouse | It suits enterprises with demanding analytics workloads and data residency or security requirements. | 5.2 | — | Free trial | Web, Windows, Mac, Linux | 7 Oct 2026 |
| 08 Apache Hive | Apache Hive suits teams managing large datasets with SQL and connecting warehouse clients, storage, and related tools. | 5.1 | Free plan | Free plan | Windows, Mac, Linux, API | 15 Oct 2026 |
| 09 DuckDB UI | 4.9 | Free plan | Free plan | Web, Windows, Mac, Linux | 1 Oct 2026 | |
| 10 Apache Druid | Druid may suit teams building low-latency analytics for streaming or batch data, especially workloads involving high query concurrency or immediate visibility into… | 4.8 | Free plan | Free plan | Web, Mac, Linux, API | 2 Oct 2026 |
02
Exasol
Exasol suits organizations needing multi-departmental analytics, in-database machine learning or AI, or complex data integration and virtualization.
WebWindowsMac+3 Record6.0 Visit
03
Teradata VantageCloud
WebLinuxAPI+1 Record5.6 Visit
04
ClickHouse Cloud
WebWindowsMac+3 Record5.5 Visit
05
PrestoDB
PrestoDB is for users who need to run distributed SQL queries across heterogeneous data sources and can manage a self-hosted deployment.
WebMacLinux+2 Record5.4 Visit
6
QuestDB
WebWindowsMac+3 Free plan Record5.2 Visit QuestDB may suit teams handling time-series data in low-latency settings, including capital-markets firms, digital-asset businesses, energy operators, aerospace…
7
Yellowbrick Data Warehouse
WebWindowsMac+3 — Record5.2 Visit It suits enterprises with demanding analytics workloads and data residency or security requirements.
8
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 Record4.8 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 Record4.8 Visit MonetDB suits organizations and researchers needing a self-hosted SQL database for analytics or bulk processing.
13
Amazon Redshift
WebAPI $0.54 a month Record4.7 Visit Redshift suits teams running SQL analytics, dashboards, data sharing, application development, or ETL jobs.
14
Apache Impala
MacLinuxAPI+1 Free plan Record4.6 Visit Impala suits teams running SQL-based analytics on Hadoop ecosystem data, including multitenant deployments.
15
Apache Kylin
WebLinuxAPI+1 Free plan Record4.6 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 Record4.6 Visit Firebolt suits engineers choosing between self-managed analytical database deployments and a managed service, including teams working with open storage standards.
17
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.
18
Trino
WebLinuxAPI+1 Free plan Record4.5 Visit Trino suits teams that need SQL analytics across multiple data sources in cloud or on-premises environments.
19
Apache Pinot
WebAPISelf-hosted Free plan Record4.4 Visit Pinot suits teams building real-time analytics or user-facing workloads that combine batch and streaming data.
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