Best Business Analytics in 2026

IBM Cognos Analytics

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

Mode suits data and business teams handling analysis, reporting, dashboards, and internal data applications.

Qlik Sense

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

Birst

Birst may suit organizations that need analytics across multiple data sources alongside planning, forecasting, and financial reporting.

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.

Looker

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

Zoho Analytics

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

Redash

Redash suits SQL users who explore, query, visualize, and share organizational data.

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.