SAP Analytics Cloud vs Zoho Analytics
embedded BI head-to-head for ERP teams: evidenced capabilities, published pricing, and which ERPs each actually integrates with.
| Starting price | Subscription | Per-account subscription with a shared user allowance, not per seat |
| Deployment | Cloud | Cloud, On-premises |
| Company size | Mid-market, Enterprise | SMB, Mid-market |
| Stated ERP integrations | SAP | NetSuite, SAP |
| Vendor | SAP | Zoho |
Our take
Where SAP Analytics Cloud leads
- Stronger evidenced coverage on 19 of the 28 capabilities where they differ (led by live/direct query against the source and key-driver / root-cause analysis).
Where Zoho Analytics leads
- Stronger evidenced coverage on 9 of the 28 capabilities where they differ (led by built-in etl / data preparation and calculated fields / custom formula language).
- Stated NetSuite integration the alternative doesn't list.
Where they differ
The 28 capabilities (of 45 in the embedded BI taxonomy) where the evidence separates them, biggest gaps first. “Not evidenced” means our research found no public documentation of this capability — the vendor may still offer it. Confirm on a demo.
| Capability | ||
|---|---|---|
| Live/direct query against the sourceData Modeling & Semantic Layer | Core strength | Not evidenced |
| Key-driver / root-cause analysisAI & Augmented Analytics | Core strength | Not evidenced |
| SSO / enterprise identity integrationGovernance & Administration | Core strength | Not evidenced |
| Multidimensional / integrated planning modelsEnterprise Planning & Forecasting | Core strength | Not evidenced |
| Planning write-back to source systemEnterprise Planning & Forecasting | Core strength | Not evidenced |
| Collaborative planning workflow / approvalsEnterprise Planning & Forecasting | Core strength | Not evidenced |
| Mobile-optimized dashboardsDashboards & Visualization | Supported Responsive layouts for web and mobile | Not evidenced |
| Pixel-perfect / paginated report layoutsDashboards & Visualization | Supported Digital boardroom for executive presentations | Not evidenced |
| Governed semantic layer / centralized metricsData Modeling & Semantic Layer | Supported Integration with SAP Datasphere for governed models | Not evidenced |
| Built-in ETL / data preparationData Modeling & Semantic Layer | Not evidenced | Supported DataPrep data preparation and transformation |
| Calculated fields / custom formula languageData Modeling & Semantic Layer | Not evidenced | Supported Custom formula fields and calculations |
| Cross-source data blending and joinsData Modeling & Semantic Layer | Not evidenced | Supported Data blending across multiple sources |
| Scheduled and incremental data refreshData Connectivity | Not evidenced | Supported Scheduled data import and sync |
| White-label / full-theming customizationEmbedded & Developer Analytics | Not evidenced | Supported White-label/rebranding and custom domains |
| Multi-tenant row-level security for embeddingEmbedded & Developer Analytics | Not evidenced | Supported Multi-tenant deployment for application customers |
| Licensing model for customer-facing (ISV) embeddingEmbedded & Developer Analytics | Supported Embedding into SAP S/4HANA and SuccessFactors (embedded edition) | Not evidenced |
| Audit logging and usage monitoringGovernance & Administration | Supported Auditing and monitoring | Not evidenced |
| Content lifecycle managementGovernance & Administration | Supported Content transport between systems | Not evidenced |
| Scheduled report/dashboard deliveryReporting, Alerting & Distribution | Not evidenced | Supported Scheduled email delivery |
| Export to Excel/PDF/PowerPointReporting, Alerting & Distribution | Not evidenced | Supported Scheduled email delivery and exports |
| Sharing, comments and collaborationReporting, Alerting & Distribution | Not evidenced | Supported Fine-grained sharing and permissions; comment threads |
| Interactive filtering, drill-down and cross-filteringDashboards & Visualization | Core strength | Supported Interactive dashboards with filters and drill-down |
| Broad chart and visualization libraryDashboards & Visualization | Core strength | Supported 50+ visualization types |
| Native/prebuilt ERP connectorsData Connectivity | Core strength | Supported Connector for Oracle NetSuite and finance applications |
| Automated insight / anomaly detectionAI & Augmented Analytics | Core strength | Supported Automated insights and recommendations |
| Predictive forecasting / AutoMLAI & Augmented Analytics | Core strength | Supported Anomaly detection and forecasting |
| Role-based access controlGovernance & Administration | Core strength | Supported Role-based access control |
| What-if scenario modelingEnterprise Planning & Forecasting | Core strength | Supported What-if analysis and simulations |
Both grade identically on the other 17 capabilities — see each product's full profile: SAP Analytics Cloud, Zoho Analytics.
SAP Analytics Cloud vs Zoho Analytics — FAQs
Is SAP Analytics Cloud or Zoho Analytics better for ERP integration?
Both state integrations with SAP. Zoho Analytics additionally lists NetSuite. Always verify the connector against your ERP version with a reference customer.
Which is cheaper, SAP Analytics Cloud or Zoho Analytics?
Neither publishes a list price — both quote. Ask each for the all-in first-year cost at your seat count, as one number, and compare those.
Get pricing for both
Tell us your ERP, seat count and must-haves and we'll come back with an independent view of what SAP Analytics Cloud and Zoho Analytics should each cost you — and whether a third option belongs on your shortlist.