18.4
Amazon Q is AWS software available on the web and Android, with options for developer and business use.
Free planAndroidiOSWeb
Best Data Analytics Software in 2026
Data analytics software brings data sources into analysis workflows, with comparisons covering natural-language queries, scheduled refreshes and dashboard sharing. Deployment options in this category include web, API, Android, iOS, Windows and self-hosted setups. Check platform details before choosing a tool for a Xiaomi, Redmi or POCO phone or tablet. Confirm that an Android app is available when mobile access…
28.3
Free planAndroidiOSWeb
37.9
AndroidiOSWeb
- 4
Heap
Free planAndroidiOSWebAPI7.8Free plan - 5
Mixpanel
Mixpanel is an analytics platform for tracking events and understanding how people move through products and ecommerce experiences.
Free planAndroidiOSWebAPI7.6Free plan - 6
Qlik Sense
Qlik Sense is Qlik’s analytics product and the foundation it identifies for Qlik Cloud Analytics.
AndroidiOSWebAPI7.6From $300 a month - 7
Mode
Mode is a business intelligence platform for data and business teams, supporting work from ad hoc analysis to self-serve reporting and advanced analytics.
Free planWebAPILinuxmacOS7.5Free plan - 8
IBM Cognos Analytics
IBM Cognos Analytics is a business intelligence platform for reporting, business analytics, and AI-assisted insights.
AndroidiOSWebAPI7.4From $10.60 a month - 9
PostHog
PostHog is a platform for product development, customer communication, and understanding customer data.
Free planAndroidiOSWebAPI7.4Free plan - 10
Adobe Analytics
Adobe Analytics collects and processes visitor behavior across digital properties for analysis, reporting, and delivery of behavioral insights to other destinations.
AndroidiOSWebAPI7.3 - 11
Zoho Analytics
Zoho Analytics is a business intelligence platform for connecting data, creating visualizations, and sharing reports and dashboards.
Free planSelf-hosted7.3Free plan - 12
Matomo
Matomo is a web analytics platform for tracking events, conversions, ecommerce activity, and visitor sessions.
Free planAPISelf-hosted7.2From €275 a month - 13
Hex
Hex is a hosted data platform for exploring information, asking questions, and building data applications.
Free planWebAPI7.0From $36 a month - 14
Looker
Looker helps organizations explore, share, and visualize company data to support business decisions.
AndroidiOSWebAPI6.9 - 15
Microsoft Power Automate
WebWindows6.9From $15 a month - 16
Salesforce CRM Analytics
Salesforce CRM Analytics is Salesforce’s native analytics experience, designed to put insights into users’ workflows.
AndroidiOSWebAPI6.9 - 17
Holistics
Holistics is a cloud-based self-service analytics and business intelligence platform for data teams and business users.
WebAPI6.8From $960 a month - 18
Kyvos
Kyvos is a semantic layer for enterprise AI and business intelligence that centralizes metrics, definitions, and business logic so analytics tools can use shared context.
WebAPILinuxmacOS6.8From $0.41 a month - 19
Metabase
Metabase is an open-source analytics tool for exploring data, creating interactive dashboards, and sharing reports.
Open sourceSelf-hosted6.8 - 20
SAS Visual Analytics
SAS Visual Analytics is data visualization and business intelligence software for exploring data, creating interactive reports and dashboards, and finding insights.
AndroidiOSWebSelf-hosted6.8 - 21
ThoughtSpot
AndroidiOSWeb6.8From $25 a month - 22
Apache Superset
Apache Superset is a free, open-source platform for exploring data and building visualizations.
Free planWebAPILinuxSelf-hosted6.6Free plan - 23
Preset
Free planWeb6.6From $20 a month - 24
Evidence
Evidence is a business intelligence and analytics platform for building data products with SQL, Markdown, and AI.
WebAPISelf-hosted6.4From $2,500 a month - 25
SAP Extended Enterprise Content Management by OpenText
AndroidiOSWebLinux6.4
Choosing well
Check Android access
Platform coverage can include Android, iOS, web, API, Windows and self-hosted deployment. Check the product details for an Android app if you plan to work from a Xiaomi, Redmi or POCO phone or tablet.
Compare free and paid terms
A free plan is available from tools in this category, while other products use paid plans. Compare the listed paid-from price with the features and deployment model you need.
Free trials are offered by tools here as well. Check trial length, what remains usable on a free plan and whether a payment step is required.
Choose where it runs
Deployment choices include hosted web services, APIs, Windows software and self-hosted installations. Match the option to your team's access, administration and data-handling requirements.
If self-hosting matters, verify that the product supports it and review the setup documentation before committing.
Review analysis and sharing
Natural-language queries, scheduled data refresh and dashboard sharing are comparison fields for these tools. Decide which of these workflows your team needs before comparing products.
Check how a service connects to your data source types and how shared dashboards are accessed from Android, web or desktop platforms.
Check code and licence terms
Open-source code is available from tools in this category. If you need to read or change the code, check the project's licence and the deployment instructions.
A free price does not by itself describe licence terms, support or hosting, so review those details separately.
Questions people ask
Do data analytics tools have Android apps?
Android is one of the platforms represented in this category, but support varies by product. Check the individual listing for an Android app and mobile access details.
Can I use a free data analytics plan?
Tools in this category offer free plans, while other products are paid. Compare the free-plan limits and the paid-from price before choosing.
Are free trials available?
Free trials are offered by tools in this category. Check the stated trial period and what happens when it ends.
Can I self-host analytics software?
Self-hosted deployment is a comparison field for this category. Confirm that the product you are considering supports self-hosting and review its setup requirements.
What features should I compare?
Compare natural-language queries, scheduled data refresh, dashboard sharing, deployment, data source types, free-plan terms and paid-from pricing.