Other business intelligence tools, with the checked facts that set each one apart from Zoho Analytics. Vendors can't pay for a place on this list.
From each tool's own website and from published reviews. Each tool's page says when its facts were checked.
Listed alphabetically. A tool is ranked by its reviews once it has 3.
Interactive dashboards and beautiful reports that inspire smarter business decisions.
No reviews yetChoose it over Zoho Analytics for: Web.
Databox brings performance data, metrics, and business context together so teams or agents can analyze.
No reviews yetChoose it over Zoho Analytics for: integration with HubSpot, Salesforce or Stripe; SOC 2.
An open source, code-based alternative to drag-and-drop BI tools.
No reviews yetChoose it over Zoho Analytics for: integration with Claude Desktop, ChatGPT or Snowflake; SOC 2.
A no-code, full-stack business intelligence platform for data-driven decisions.
No reviews yetChoose it over Zoho Analytics for: iOS; integration with Google BigQuery, PostgreSQL or HubSpot.
A single, connected workspace for deep analysis, plain language questions and collaboration on the same data.
No reviews yetChoose it over Zoho Analytics for: integration with Snowflake, BigQuery or Databricks; SOC 2 or HIPAA.
Holistics helps data teams deliver AI-assisted self-service BI.
No reviews yetChoose it over Zoho Analytics for: integration with dbt, Snowflake or BigQuery; SOC 2.
Klips is a dashboard tool for business metrics.
No reviews yetChoose it over Zoho Analytics for: integration with Salesforce, HubSpot or Google Sheets.
Lightdash is the governed data layer for all your agents.
No reviews yetChoose it over Zoho Analytics for: iOS; integration with dbt, Snowflake or Claude; SOC 2 or HIPAA.
An agentic BI platform built on a semantic layer.
No reviews yetChoose it over Zoho Analytics for: integration with BigQuery, Snowflake or Google Sheets.
Open source AI analytics you can verify.
No reviews yetChoose it over Zoho Analytics for: integration with Claude Code, Codex or Cursor; SOC 2.
A collaborative data platform that combines SQL, R, Python, and visual analytics in one place.
No reviews yetChoose it over Zoho Analytics for: integration with dbt or Okta.
Omni turns your data into a source of truth for AI, so anyone can get answers they trust.
No reviews yetChoose it over Zoho Analytics for: integration with Snowflake, Google BigQuery or Databricks.
Connect your data and business context, then deploy agents.
No reviews yetChoose it over Zoho Analytics for: integration with Klaviyo, Claude or ChatGPT.
A unified, scalable platform for self-service and enterprise business intelligence.
No reviews yetChoose it over Zoho Analytics for: Desktop; integration with Microsoft Teams, PowerPoint or SharePoint.
Preset Cloud is a fully-hosted cloud service for Apache Superset.
No reviews yetChoose it over Zoho Analytics for: integration with dbt, Claude or Cursor; SOC 2.
Qlik Cloud Analytics builds on Qlik Sense with AI-driven insights and data products.
No reviews yetChoose it over Zoho Analytics for: integration with Claude Code, GitHub Copilot or Snowflake.
Build analytics, apps, and agents on live warehouse data, with governance inherited at the source.
No reviews yetChoose it over Zoho Analytics for: integration with Snowflake, Databricks or Salesforce; SOC 2, ISO 27001 or HIPAA.
A unified platform for insights across analytics, applications and workflows.
No reviews yetChoose it over Zoho Analytics for: iOS; integration with Snowflake, Databricks or Salesforce; SOC 2 or HIPAA.
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No reviewer has said they switched from Zoho Analytics yet.
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