Ranked chart · Analytics & Data

Best OLAP Software in 2026

OLAP software supports analytical work where teams explore and aggregate data. Compare data source coverage, query language and real-time ingestion to understand how each option handles data and queries. Deployment and embedded analytics may affect where analysis is run and how results are presented, while row-level security and included users offer additional access considerations. Exasol, InfluxDB and TDengine are…

32 appsSorted 25 Oct 2026How we rank

18.3

TDengine

TDengine is an industrial data platform that combines ingestion, storage, analytics, modeling, visualization, and AI applications.

Free planOpen sourceWebAPILinux

Free plan

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28.0

Exasol

Exasol is a database for organizations running analytics and high-concurrency AI workloads.

Free planWebAPILinux

From $3.30 a month

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37.9

ClickHouse Cloud

ClickHouse Cloud is a managed service for real-time analytics, observability, and AI-powered data applications.

Open sourceWebAPILinux

From $25.30 a month

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4
icCube
icCube is an embedded analytics platform for B2B SaaS applications.
WebAPILinuxmacOS
7.5From $1,950 a month
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5
IBM Db2
Free planWebAPILinuxSelf-hosted
7.4From $630 a month
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6
InfluxDB
InfluxDB is a time series database and platform for high-frequency data recorded with timestamps.
Free planWebAPILinuxmacOS
7.4$0.01 usage-based
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7
Teradata VantageCloud
Teradata VantageCloud is Teradata’s managed cloud deployment for production AI, analytics, lakehouse, and agentic AI workloads.
Free planWebAPILinuxSelf-hosted
7.3$1.50 one-time
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8
Apache Druid
Apache Druid is an open-source database for real-time analysis of streaming and batch data.
Free planWebAPILinuxmacOS
7.2Free plan
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9
Timeplus
Timeplus is a streaming SQL platform for real-time data pipelines in analytics, telemetry, and AI/ML.
Free planWebAPILinuxmacOS
7.1From $199 a month
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10
Hydrolix
WebAPISelf-hosted
6.9$0.20 usage-based
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11
QuestDB
QuestDB is a time-series database for environments where low latency matters.
Free planWebAPILinuxmacOS
6.9Free plan
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12
Yellowbrick Data Warehouse
Yellowbrick Data Warehouse is a SQL data platform for data warehousing and application analytics.
WebAPILinuxmacOS
6.9From $0.28 a month
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13
Apache Kylin
Apache Kylin is an open-source OLAP engine for data analytics, designed for large-scale workloads and many concurrent queries.
Free planWebAPILinuxSelf-hosted
6.7Free plan
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14
DuckDB UI
DuckDB UI is a browser-based interface for working with a local DuckDB instance, added through the ui extension.
Free planWebExtensionLinuxmacOS
6.7Free plan
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15
Amazon Redshift
Amazon Redshift is a cloud data warehouse for SQL analytics across data warehouses and data lakes.
WebAPI
6.6From $0.54 a month
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16
DolphinDB
DolphinDB is a real-time analytics and stream-processing platform built around a high-performance time-series database.
Free planWebAPIExtensionLinux
6.6Free plan
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17
Greenplum Database
Greenplum Database is an open-source data warehouse based on PostgreSQL for large-scale analytics, including workloads involving machine learning and AI.
Free planAPILinuxSelf-hosted
6.6Free plan
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18
Apache Pinot
Apache Pinot is an open-source distributed OLAP datastore for real-time analytics and user-facing workloads.
Free planWebAPISelf-hosted
6.4Free plan
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19
Firebolt
Firebolt is an open-source analytical database for engineers that uses Postgres-compatible SQL.
Free planWebAPILinuxSelf-hosted
6.4Free plan
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20
kdb+
kdb+ is a time-series database and analytics engine built around the q vector language.
Free planAPILinuxmacOSSelf-hosted
6.4Free plan
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21
Apache Impala
Apache Impala is an open-source analytic database for SQL queries on open data and table formats.
Free planAPILinuxmacOSSelf-hosted
6.2Free plan
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22
Oracle Essbase
Oracle Essbase is a business analytics solution for organizational analysis, reporting, and collaboration.
WebAPIExtensionLinux
6.1
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23
StarRocks
StarRocks is a free, self-hosted analytical database for workloads such as multidimensional OLAP, ad hoc queries, and real-time, high-concurrency analytics.
Free planLinuxSelf-hosted
6.1Free plan
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24
Amazon Athena
Amazon Athena is a serverless service for interactive SQL queries and data exploration on data in Amazon S3.
WebAPI
5.9$0.30 usage-based
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25
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-hosted
5.8
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