Heap vs Starburst: Analytics Comparison (2026)
An independent side-by-side comparison of Heap and Starburst for analytics buyers — pricing, features, integrations, and how often each is cited by major AI engines.
AI Citation Scorecard
How often each is cited by major AI engines when buyers ask analytics questions. Last 90 days across ChatGPT, Perplexity, Gemini, Claude, and Copilot.
Probes run hourly; each (engine × query) combo retests every ~3 days.
Pricing
Key Features
- ✓Core analytics charts
- ✓Unlimited enrichment sources
- ✓6 months data history
- ✓SSO
Feature data is being indexed.
When to choose Heap
Choose Heap if your team prioritizes its strengths over Starburst's. Full guidance populates as Heap's feature data is indexed.
When to choose Starburst
Choose Starburst if your team prioritizes its strengths over Heap's. Full guidance populates as Starburst's feature data is indexed.
AI visibility profiles
Is one of these your brand?
Get the full report by email: every analytics buyer question we ask, which engines name you, and who gets named instead.
heap.io
starburst.io