Starburst
Depends
Confidence: Medium
Buy if you are a large organization with many data sources and engineers to run federation.
Comparison
Starburst and G2 both land on Depends.
Buy if you are a large organization with many data sources and engineers to run federation.
Buyers shortlisting B2B software should use G2 free as one input, cross-checked against Capterra or TrustRadius.
| Compare | Starburst | G2 |
|---|---|---|
| Verdict | Depends | Depends |
| Best for | Enterprises querying many data sources | B2B software buyers shortlisting tools |
| Who it's not for | Small teams doing simple analytics | Vendors without five-figure budgets |
| Privacy | Enterprise security and governance features marketed; 2021 Log4Shell advisory and 2024 Dell-appliance CVE patched; no breaches found in sources reviewed.⁸ | No public security page found; UpGuard reports no phishing; G2's own DPA references a past data breach.14 |
| Support quality | No usable evidence in sources reviewed | Trustpilot and BBB complaints about G2's service |
| Public sentiment | Users praise Starburst Galaxy's federated-query capabilities but frequently flag usage-based pricing as steep for smaller teams.² | Buyers find G2 useful for breadth, but sentiment on G2's own service skews negative on Trustpilot and Redditors weigh it against Capterra and Trustpilot.16 |
| Biggest gotcha | Galaxy is usage-based; smaller teams report costs feel steep³ | Vendor contracts are negotiated and opaque; budget five figures annually before committing.15 |