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Best Business Intelligence & Analytics - Enterprise Software 2026
Facts read 20 Sep 2026 – 15 Oct 2026
Business intelligence and analytics tools let organizations create dashboards, investigate business data and place analytics within other products. This guide helps buyers compare enterprise tools across deployment, pricing and analysis capabilities.
The standings: top 10
| Name | In a line | Record score | Price from | Try it free | Runs on | Facts read |
|---|---|---|---|---|---|---|
| 01 Amazon Q | 6.3 | $3 a month | Free plan | Android, iPhone & iPad, Web, Windows | 14 Oct 2026 | |
| 02 TIBCO Spotfire | Spotfire is intended for engineers, scientists, operators, and domain experts working with complex, data-rich environments. | 6.1 | $3,000 a year | Free plan | Android, iPhone & iPad, Web, Windows | 15 Oct 2026 |
| 03 Mode | Mode suits data and business teams that need to analyze warehouse data, share queries, and create reports or internal data tools. | 5.6 | Free plan | Free plan | Web, Windows, Mac, Linux | 14 Oct 2026 |
| 04 Qlik Sense | Qlik Sense suits organizations exploring data with dashboards, reports, forecasting, and natural-language queries. | 5.6 | $300 a month, billed yearly | Free trial | Android, iPhone & iPad, Web, Windows | 9 Oct 2026 |
| 05 IBM Cognos Analytics | Cognos Analytics may suit organizations that need governed analytics, dashboards, and reporting. | 5.3 | $10.60 a month | Free trial | Android, iPhone & iPad, Web, Windows | 9 Oct 2026 |
| 06 Metabase | 5.2 | Free plan | Free plan | Self-hosted | 28 Sep 2026 | |
| 07 Microsoft Power Automate | It suits organizations automating cloud services, desktop applications, and legacy systems. | 5.1 | $15 a month, billed yearly | Free trial | Web, Windows | 11 Oct 2026 |
| 08 Zoho Analytics | Zoho Analytics suits teams that need to combine data sources, build visualizations, and distribute reports. | 5.0 | Free plan | Free plan | Self-hosted | 28 Sep 2026 |
| 09 Holistics | Holistics is intended for data teams building governed models and business users who need to explore datasets or create reports without SQL. | 4.7 | $960 a month, billed yearly | Free trial | Web, API | 7 Oct 2026 |
| 10 SAP Extended Enterprise Content Management by OpenText | 4.7 | — | — | Android, iPhone & iPad, Web, Windows | 11 Oct 2026 |
The list places newer releases ahead of older ones, using figures published by the makers and no score. Review free-plan availability, entry-level paid prices, deployment choices, self-service dashboards, natural-language query, embedded analytics, row-level security and data refresh.
TIBCO Spotfire
Spotfire is intended for engineers, scientists, operators, and domain experts working with complex, data-rich environments.
AndroidiPhone & iPadWeb+6Mode
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+4It suits organizations automating cloud services, desktop applications, and legacy systems.
Zoho Analytics suits teams that need to combine data sources, build visualizations, and distribute reports.
Holistics is intended for data teams building governed models and business users who need to explore datasets or create reports without SQL.
SAS Visual Analytics suits business analysts and teams that need to explore varied data sources, create reports, and use predictive analytics without programming.
Superset suits teams that can manage a self-hosted data exploration and dashboard platform.
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.
It suits product teams embedding analytics for customers, internal data teams, and compliance-sensitive teams.
Yellowfin BI may suit organizations looking for business intelligence with embedded analytics and multiple deployment and platform options.
Toucan suits teams that need browser-based interactive dashboards connected to varied business data sources.
AnswerRocket suits enterprise teams that need conversational analysis across business data and documents.
Before you choose
Choose a deployment model
These products support environments such as web, API, self-hosted, Windows, Android and iOS. Match the deployment options to the systems and devices your organization needs to support.
Check whether a tool offers the deployment model you need before comparing dashboard or query features.
Compare free access and trials
Entries in this category may include free plans, open-source code or free trials. Paid pricing can be listed as a starting amount or as pricing on request.
Check whether the offer is a free plan, a time-limited trial or paid access, then compare the stated paid-from figure when one is available.
Review dashboard and query needs
Self-service dashboards and natural-language query are comparison fields for this list. Use them to describe how people may explore business information and build views.
Embedded analytics is another comparison field when analytics must appear inside a product or workflow.
Check data controls
These enterprise tools can be compared on row-level security and data-refresh capabilities. Review how those controls fit your access rules and update needs.
A tool's deployment model and data controls can affect how it fits an organization's operating requirements.