Best Self Service Analytics in 2026

Apache Superset

Superset suits teams that want to explore data and build dashboards in a self-hosted environment.

IBM Cognos Analytics

It suits organizations needing governed reporting, dashboards and analytics across hybrid data environments.

Qlik Sense

Qlik Sense suits teams exploring data through dashboards, reports and predictive insights.

TIBCO Spotfire

It is aimed at engineers, scientists, operators and domain experts working with complex, data-rich environments.

Holistics suits data teams building governed analytics for business users who want self-service reporting without SQL.

Zoho Analytics

It suits teams that need to combine data sources, build dashboards, and manage report access.

Looker

Looker suits organizations that want governed data models, analytics, and dashboards, including embedded analytics and scheduled reports.

Power Automate suits organisations automating cloud processes, legacy desktop workflows, and tasks spanning Microsoft 365 or connected business systems.

Reveal BI

Reveal BI suits SaaS companies, software vendors, and teams building customer-facing analytics into applications.

SAS Visual Analytics

SAS Visual Analytics suits analysts and teams that need interactive reporting, data preparation, and predictive analytics.

ThoughtSpot

ThoughtSpot suits teams needing cloud analytics with natural-language exploration, scheduled reporting, embedded dashboards, and real-time data.