B2B Review LabSoftware research index

Home

Best Analytics Software 2026

Compare enterprise self-service analytics software for reporting and business-user analysis, with a separate shortlist for customer-facing embedded analytics.

For enterprise teams comparing self-service analytics software, choose between internal reporting and customer-facing embedded analytics first. The analytics software comparison covers BI and reporting platforms; the embedded analytics page focuses on product teams delivering tenant-aware analysis inside a customer product.

Get listed in Analytics software comparisons

Listing is free for qualifying Analytics software, every product link is dofollow, and our Analytics comparisons are built to be read and cited by AI search and assistants. Suggest your product with a short justification.

Submit your software for this category · Review sites and directories for vendors

Frequently asked questions

Which analytics product connects the widest range of business sources?

Zoho Analytics lists more than 500 live sources, spanning files, business apps, databases, data lakes, and warehouses.

Which products spell out tenant isolation for embedded analytics?

GoodData describes multi-tenant workspace isolation; Embeddable scopes every query to the signed-in tenant; Yurbi lists tenant-level data isolation.

Which analytics products have a free plan?

Databox, Cube, and Zoho Analytics publish free plans; their user, source, and workspace limits differ.

  • AI-powered analytics and reporting pricing | Databox — “The Free plan gets you started with agentic analytics grounded in real data: 1 user, 3 data sources, 1 dashboard, 10 custom metrics, 50 AI credits/mo, daily sync.” Retrieved 2026-10-27
  • Cube Pricing — “Free Free forever For hobbyists completing small projects and showcasing work.” Retrieved 2026-10-27
  • Pricing Plans - Zoho Analytics — “Free Plan 2 users, 10K rows, 5 workspaces, unlimited reports and dashboards, and more.” Retrieved 2026-10-27

Which BI options are built around dbt metrics?

Lightdash pairs native dbt integration with an open semantic layer; Holistics connects the dbt transformation layer with its BI layer and programmable semantic model.

How does embedded analytics differ from internal BI?

Embedded analytics places dashboards or analysis inside another product, where tenant permissions and application integration shape the choice; internal BI focuses on connecting company data for analysts and business users.