Spotfire is intended for engineers, scientists, operators, and domain experts working with complex, data-rich environments.
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Best Business Analytics 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.
Mode
Mode suits data and business teams that need to analyze warehouse data, share queries, and create reports or internal data tools.
WebWindowsMac+2Qlik Sense
Qlik Sense suits organizations exploring data with dashboards, reports, forecasting, and natural-language queries.
AndroidiPhone & iPadWeb+4IBM Cognos Analytics
Cognos Analytics may suit organizations that need governed analytics, dashboards, and reporting.
AndroidiPhone & iPadWeb+4Metabase
Self-hostedZoho Analytics suits teams that need to combine data sources, build visualizations, and distribute reports.
Superset suits teams that can manage a self-hosted data exploration and dashboard platform.
Holistics is intended for data teams building governed models and business users who need to explore datasets or create reports without SQL.
It suits SQL users and organizations that can host their own analytics service and need shared queries, dashboards, visualizations, alerts, or scheduled updates.
SAS Visual Analytics suits business analysts and teams that need to explore varied data sources, create reports, and use predictive analytics without programming.
Looker may suit organizations that want governed data exploration, dashboards, embedded analytics, and natural-language queries.
Reveal BI is designed for SaaS companies, software vendors and teams building customer-facing analytics into applications.
ThoughtSpot may suit teams looking for cloud analytics with natural-language queries, scheduled reports, or embedded analytics.
Birst suits organizations looking to combine data analysis, reporting, and planning capabilities across multiple systems.
Yellowfin BI may suit organizations looking for business intelligence with embedded analytics and multiple deployment and platform options.
AnswerRocket suits enterprise teams that need conversational analysis across business data and documents.