GoodData alternatives

GoodData is analytics platform with a semantic layer, embedded dashboards and AI agents. If it is not the right fit on price, features or setup, these 10 tools do a similar job. We rank them by how closely they match GoodData, and every listing is checked against its official site.

Read the full GoodData listing

Compare GoodData and its alternatives

Tool	Best for	Pricing	Starts at	MCP server
GoodDatacurrent	Software and enterprise teams embedding governed analytics	Paid	See site	Not checked
Toucan	Enterprises wanting embedded analytics without a big data team	Free plan	See site	Not checked
Looker	Enterprises standardizing metrics on a modeled layer	Enterprise	See site	Official
Metabase	Teams wanting self-serve BI they can self-host	Free plan	Free self-hosted, paid from $100/month	Official
Sisense	Product teams embedding analytics for customers	Paid	See site	Not checked
Lightdash	Data teams that already model in dbt	Open source	Cloud Pro $3,000/month	Official
Omni	Data teams modernizing BI with AI	Paid	See site	Official
Polymer	Product teams embedding analytics in apps	Paid	API access from $500/month	Not checked
Power BI	Organizations on Microsoft 365 and Azure	Free plan	Free to author, Pro $14/user/month	Not checked
Tableau	Analysts and enterprises needing visual analytics	Paid	See site	Official
ClicData	Mid-sized teams that want BI and storage in one tool	Paid	See site	Not checked

The alternatives

1. Toucan
AI-built and managed data apps with a governed semantic layer.
Pricing: Free plan · Best for: enterprises wanting embedded analytics without a big data team · Also covers: embedded analytics, semantic layer
2. Looker
Google Cloud BI platform with a governed semantic layer, Gemini AI and embedded analytics.
Pricing: Enterprise · Best for: enterprises standardizing metrics on a modeled layer · Also covers: bi, semantic layer
3. Metabase
Open-source BI with AI-assisted questions, SQL generation and an MCP server.
Pricing: Free plan, from Free self-hosted, paid from $100/month · Best for: teams wanting self-serve BI they can self-host · Also covers: bi, embedded analytics
4. Sisense
Embedded analytics platform with an SDK and AI features for software products.
Pricing: Paid · Best for: product teams embedding analytics for customers · Also covers: embedded analytics, ai assistant
5. Lightdash
AI-native, open-source BI platform that builds on dbt models and metrics.
Pricing: Open source, from Cloud Pro $3,000/month · Best for: data teams that already model in dbt · Also covers: bi, semantic layer
6. Omni
BI platform with a semantic layer and AI chat on warehouse data.
Pricing: Paid · Best for: data teams modernizing BI with AI · Also covers: bi, semantic layer
7. Polymer
AI dashboards and embedded analytics with conversational data queries.
Pricing: Paid, from API access from $500/month · Best for: product teams embedding analytics in apps · Also covers: embedded analytics
8. Power BI
Microsoft's business intelligence tool for dashboards and reports.
Pricing: Free plan, from Free to author, Pro $14/user/month · Best for: organizations on Microsoft 365 and Azure · Also covers: bi
9. Tableau
Data visualization and BI platform owned by Salesforce.
Pricing: Paid · Best for: analysts and enterprises needing visual analytics · Also covers: bi
10. ClicData
Cloud analytics platform with a built-in data warehouse and AI dashboard builder.
Pricing: Paid · Best for: mid-sized teams that want BI and storage in one tool