Zoho Analytics vs Metabase Comparison: Everything You Need to Know Before Choosing

Zoho Analytics is a self-service business intelligence and analytics platform from Zoho Corporation that uses artificial intelligence to help organisations derive insights from their business data. It is designed to enable both technical and non-technical users to connect to data, prepare it, build reports and dashboards, and share findings without relying on a specialist BI team for every request. The product addresses the fragmentation of data across applications, databases and files, providing a central analytics layer where information can be blended and analysed, and it positions itself as an affordable alternative to larger enterprise BI suites while still offering substantial depth. The platform includes more than 250 connectors to popular business applications, cloud storage, databases and files, alongside native integration with the extensive Zoho application suite such as Zoho CRM, Books and Desk. Zoho DataPrep supports data cleansing, transformation and enrichment, and a data modelling layer lets users join tables and define metrics. Reports can be created through a drag-and-drop interface with a wide choice of charts, pivot tables and widgets, and assembled into interactive dashboards. The AI assistant, Zia, answers questions in natural language, generates automatic insights and forecasts, and highlights anomalies, and the platform has added generative AI features and integrations with external large language models. Collaboration features allow commenting, fine-grained sharing permissions and scheduled email distribution, while embedded analytics and white-labelling options let software vendors and consultancies deliver analytics within their own products. Data alerts, what-if analysis, and a unified metrics layer support ongoing monitoring. Zoho Analytics is available as a cloud service and as an on-premises edition for organisations requiring local deployment, and it offers mobile apps for iOS and Android. Typical users range from small businesses and startups to mid-sized organisations and enterprise departments across retail, finance, marketing, manufacturing and professional services. A free version and a free trial are available, with paid plans starting from around USD 30 per month.