GoodData vs Looker
embedded BI head-to-head for ERP teams: evidenced capabilities, published pricing, and which ERPs each actually integrates with.
| Starting price | Quote-based | Quote-based |
| Deployment | Cloud, On-premises | Cloud |
| Company size | Mid-market, Enterprise | Mid-market, Enterprise |
| Stated ERP integrations | NetSuite, SAP | NetSuite, SAP, Oracle Fusion Cloud |
| Vendor | GoodData | Google Cloud |
Our take
Where GoodData leads
- Stronger evidenced coverage on 6 of the 19 capabilities where they differ (led by in-memory columnar query engine and built-in etl / data preparation).
Where Looker leads
- Stronger evidenced coverage on 13 of the 19 capabilities where they differ (led by sso / enterprise identity integration and drag-and-drop dashboard/report authoring).
- Stated Oracle Fusion Cloud integration the alternative doesn't list.
Where they differ
The 19 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 | ||
|---|---|---|
| In-memory columnar query engineData Modeling & Semantic Layer | Core strength | Not evidenced |
| SSO / enterprise identity integrationGovernance & Administration | Not evidenced | Core strength |
| Drag-and-drop dashboard/report authoringDashboards & Visualization | Not evidenced | Supported Looker Studio for free-form visualization |
| Interactive filtering, drill-down and cross-filteringDashboards & Visualization | Not evidenced | Supported Explores for self-service querying |
| Broad chart and visualization libraryDashboards & Visualization | Not evidenced | Supported Custom visualizations and the Marketplace |
| Built-in ETL / data preparationData Modeling & Semantic Layer | Supported Pre- and post-processing transformations | Not evidenced |
| Scheduled and incremental data refreshData Connectivity | Not evidenced | Supported Caching policies and persistent derived tables (PDTs) |
| Agentic AI actions/workflowsAI & Augmented Analytics | Supported Agentic and embedded decision-making features | Not evidenced |
| Audit logging and usage monitoringGovernance & Administration | Not evidenced | Supported Usage and performance monitoring |
| Scheduled report/dashboard deliveryReporting, Alerting & Distribution | Not evidenced | Supported Scheduled delivery and alerting |
| Data-driven alerts on thresholdsReporting, Alerting & Distribution | Not evidenced | Supported Scheduled delivery and alerting |
| Planning write-back to source systemEnterprise Planning & Forecasting | Not evidenced | Supported Data actions and write-back integrations |
| Live/direct query against the sourceData Modeling & Semantic Layer | Supported Live connections and data streaming via FlexConnect | Core strength |
| Calculated fields / custom formula languageData Modeling & Semantic Layer | Supported MAQL metric language for reusable calculations | Core strength |
| Generative-AI conversational assistantAI & Augmented Analytics | Supported AI assistant grounded in the semantic layer | Core strength |
| White-label / full-theming customizationEmbedded & Developer Analytics | Core strength | Supported Private and public embedding with custom branding |
| REST API for automation and provisioningEmbedded & Developer Analytics | Core strength | Supported Full REST API |
| Licensing model for customer-facing (ISV) embeddingEmbedded & Developer Analytics | Core strength | Supported Dedicated Embed edition with API call allowances |
| Row-/column-level securityGovernance & Administration | Supported Row-level and object-level access control | Core strength |
Both grade identically on the other 26 capabilities — see each product's full profile: GoodData, Looker.
GoodData vs Looker — FAQs
Is GoodData or Looker better for ERP integration?
Both state integrations with NetSuite, SAP. Looker additionally lists Oracle Fusion Cloud. Always verify the connector against your ERP version with a reference customer.
Which is cheaper, GoodData or Looker?
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 GoodData and Looker should each cost you — and whether a third option belongs on your shortlist.