Comparison

Starburst vs Perplexity

Starburst and Perplexity both land on Depends.

Starburst

Depends

Confidence: Medium

Buy if you are a large organization with many data sources and engineers to run federation.

Depends

Confidence: Medium

Buy if you're a developer adding cited, real-time web answers to your product and can live with usage-based pricing.

Starburst versus Perplexity
Compare	Starburst	Perplexity
Verdict	Depends	Depends
Best for	Enterprises querying many data sources	Developers adding cited, real-time web answers
Who it's not for	Small teams doing simple analytics	High-volume chatbots . per-query pricing piles up fast
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 API vulnerabilities found; the Comet browser/agent had multiple disclosed prompt-injection and hijack flaws in 2025-2026.
Support quality	No usable evidence in sources reviewed	Trustpilot reviewers report 'very poor customer service'
Public sentiment	Users praise Starburst Galaxy's federated-query capabilities but frequently flag usage-based pricing as steep for smaller teams.^²	Users love the fast, cited research but increasingly complain about shrinking value, rising per-query costs, and poor support.¹⁶
Biggest gotcha	Galaxy is usage-based; smaller teams report costs feel steep^³	Support quality: Trustpilot reviewers describe very poor customer service when issues arise.¹⁵