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
- Home
- Developer Tools
- Analytics Data
Best Analytics Data 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
InfluxDB
InfluxDB 3 may suit teams handling timestamped data for industrial operations, observability, or AI applications.
WebWindowsMac+3 Record6.0 Visit
03
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
04
IBM Db2
WebWindowsLinux+2 Record5.8 Visit
05
Starburst Galaxy
Starburst recommends Galaxy for organizations that do not yet have resources to manage complex data clusters.
WebLinuxAPI Record5.7 Visit
8
Materialize
WebLinuxAPI+1 $1.50 a year Record5.3 Visit Materialize suits teams building applications or AI agents that need continually updated SQL views from connected data sources.
9
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…
10
Yellowbrick Data Warehouse
WebWindowsMac+3 — Record5.2 Visit It suits enterprises with demanding analytics workloads and data residency or security requirements.
11
RisingWave
WebMacLinux+2 $0.23 usage-based Record5.1 Visit RisingWave may suit teams building streaming data pipelines with SQL and PostgreSQL-compatible tools.
12
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…
13
Apache Iceberg
WindowsMacLinux+2 Free plan Record4.9 Visit Apache Iceberg suits teams managing analytic tables who need multiple query or processing engines to work with shared data.
14
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.
15
Amazon Redshift
WebAPI $0.54 a month Record4.8 Visit Redshift suits teams running SQL analytics, dashboards, data sharing, application development, or ETL jobs.
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
Microsoft Fabric Notebooks
WebAPI Free plan Record4.7 Visit It suits data engineers and data scientists working with Spark notebooks, lakehouses, and scheduled jobs in a web or API environment.
18
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.
19
Apache Hudi
LinuxSelf-hosted Free plan Record4.5 Visit Hudi suits teams building data lakes or lakehouses that need streaming ingestion, incremental processing and table operations.
20
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.
21
Delta Lake
LinuxAPISelf-hosted Free plan Record4.5 Visit Delta Lake suits teams building lakehouse architectures that need table transactions, version access, and batch and streaming workloads.
22
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.
23
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.
25
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.
More in Developer Tools
Accessibility Testing Software 168Log Management Software 110AI Coding Assistants 102Package Managers 93AI Agent Platforms 73Reverse Engineering Tools 73Integrated Development Environments 65Software Composition Analysis Software 65Artifact repository software 63Browser Automation Tools 63Version Control Software 62Container Registries 59Code Playground Software 58Continuous Integration Software 58Network Monitoring 55Kubernetes Monitoring 54Database Client Software 53IDE Software 53