Comparison

cube.dev vs Metabase

cube.dev and Metabase both land on Depends.

cube.dev

Depends

Confidence: Medium

Buy it if you have engineers to own a semantic layer for embedded analytics or shared metrics across BI and AI tools.

Depends

Confidence: Medium

Buy it if someone on your team can host it, patch it fast, and write SQL . the free open-source core is genuinely capable BI.

cube.dev versus Metabase
Compare	cube.dev	Metabase
Verdict	Depends	Depends
Best for	Embedded customer-facing analytics	Startups wanting free BI on existing databases
Who it's not for	Non-technical teams wanting drag-and-drop dashboards	Teams with nobody to own hosting and patching
Privacy	Public trust center with SOC 2, HIPAA, and GDPR reports; two past advisories (auth bypass, WebSocket transport) disclosed and patched.¹⁰	Active 2026 vulnerability stream . four critical CVEs including an unauthenticated SQL injection; prompt patching is non-optional.¹⁶
Support quality	Reviewers say dev team easy to reach	No support-quality evidence in sources
Public sentiment	Users praise the data modeling infrastructure and unusually accessible support team, though public review volume is small.^⁴	Users like the query builder and SQL access; recurring gripes are exports, dashboard customization, and slow queries on big datasets.
Biggest gotcha	Cloud pricing is consumption-based and varies widely by deployment . get a quote first.^⁷	Self-hosting means you own patching; 2026 fixes spanned 55.13, 56.3, 57.1 and later