18.4
Amazon Q is AWS software available on the web and Android, with options for developer and business use.
Free planAndroidiOSWeb
Best Self Service Analytics in 2026
Self-service analytics tools help you explore connected data, ask natural-language questions, build dashboards and share results. Compare data connectors, scheduled refresh, row-level security and dashboard sharing before choosing. Check Android availability first if you work from a phone or tablet. Web, Windows, iOS, API and self-hosted deployment can suit different teams, so confirm the platforms and deployment…
27.9
AndroidiOSWeb
37.6
Qlik Sense is Qlik’s analytics product and the foundation it identifies for Qlik Cloud Analytics.
AndroidiOSWeb
- 4
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 - 5
Zoho Analytics
Zoho Analytics is a business intelligence platform for connecting data, creating visualizations, and sharing reports and dashboards.
Free planSelf-hosted7.3Free plan - 6
Looker
Looker helps organizations explore, share, and visualize company data to support business decisions.
AndroidiOSWebAPI6.9 - 7
Microsoft Power Automate
WebWindows6.9From $15 a month - 8
Holistics
Holistics is a cloud-based self-service analytics and business intelligence platform for data teams and business users.
WebAPI6.8From $960 a month - 9
Metabase
Metabase is an open-source analytics tool for exploring data, creating interactive dashboards, and sharing reports.
Open sourceSelf-hosted6.8 - 10
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 - 11
ThoughtSpot
AndroidiOSWeb6.8From $25 a month - 12
Apache Superset
Apache Superset is a free, open-source platform for exploring data and building visualizations.
Free planWebAPILinuxSelf-hosted6.6Free plan - 13
Preset
Free planWeb6.6From $20 a month - 14
Reveal BI
Reveal BI embeds dashboards, reporting, and AI insights inside applications, with SaaS companies and software vendors among its intended users.
WebAPILinuxmacOS6.5 - 15
SAP Extended Enterprise Content Management by OpenText
AndroidiOSWebLinux6.4 - 16
Sigma Computing
WebAPI6.3 - 17
Yellowfin BI
Yellowfin BI is a business intelligence product with real-time data refresh, row-level security, scheduled reports, embedded analytics, and natural-language queries.
AndroidiOSWebWindows6.2 - 18
Lightdash
Web6.0From $3,000 a month - 19
Tellius
Tellius is an enterprise decision AI product that connects business data with analysis and deliverables.
WebAPIExtensionSelf-hosted6.0 - 20
Domo
Web5.8 - 21
GoodData
GoodData is a web-based business intelligence platform for exploring and reporting on data.
Web5.5 - 22
Dundas BI
WebWindowsLinux5.4 - 23
Kyubit Business Intelligence
WebWindows4.7 - 244.6
Choosing well
Check phone and deployment access
If you need analytics on a Xiaomi, Redmi or POCO phone, verify that the product has an Android app. A web interface may work across devices, while Windows, iOS, API and self-hosted options serve other workflows.
Self-hosted deployment can affect administration and hosting decisions. Confirm the supported deployment model before moving data or inviting users.
Compare free plans and paid entry
A free plan can help you assess a tool without an immediate subscription. Pricing examples include Amazon Q from $3 per user per month, Kyubit from $29 per month on annual billing, and Holistics from $800 per month on annual billing.
Trial periods also differ. Amazon Q lists 60 days, while Helical Insight and Kyubit list 30 days; Holistics lists 14 days. Check what the trial includes and when billing starts.
Match connectors to your data
Review the data connectors before choosing a dashboard tool. Then check whether scheduled data refresh fits the timing your reports require.
Natural-language queries can change how people explore information. Confirm that the product's query approach matches the way your team works.
Plan access and dashboard sharing
Row-level security matters when people should see different records in a shared dataset. Check how access rules are configured and managed.
Dashboard sharing affects how results reach colleagues or customers. Review sharing controls alongside deployment and user permissions.
Review open-source terms
Open-source code is available in this category. If you need to read, change or host the code, check the licence, maintenance details and deployment requirements for the product you select.
Questions people ask
Do these analytics tools have Android apps?
Android is a supported platform in this category, but support varies by product. Check the product page for an Android app or use its web interface on your phone.
Can I start without paying?
A free plan is available from products in this category, and trial periods are listed for products such as Amazon Q, Helical Insight, Kyubit and Holistics.
What should I compare besides price?
Compare deployment, data connectors, natural-language queries, scheduled refresh, row-level security and dashboard sharing.
Are self-hosted options available?
Self-hosted deployment is a platform option in this category. Confirm the product's deployment choices and hosting requirements before setup.
Is open-source code available?
Open-source code is offered by products in this category. Review the licence and project details for the product you are considering.