Heap vs Metabase: Analytics Comparison (2026)

An independent side-by-side comparison of Heap and Metabase 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.

Too early to call — probes still building data.
ChatGPT
Heap
71 / 103 probes
69%
Excellent
Metabase
Tracking…
No data yet
Perplexity
Heap
82 / 104 probes
79%
Excellent
Metabase
Tracking…
No data yet
Gemini
Heap
81 / 103 probes
79%
Excellent
Metabase
Tracking…
No data yet
Claude
Heap
69 / 104 probes
66%
Excellent
Metabase
Tracking…
No data yet
Copilot
Heap
301 / 586 probes
51%
Excellent
Metabase
Tracking…
No data yet
Scale:NoneLowFairStrongExcellent

Probes run hourly; each (engine × query) combo retests every ~3 days.

Pricing

Heap
Starting price
—
Free tier
Yes
heap.io ↗
Metabase
Starting price
$100/month
Free tier
Yes
metabase.com ↗

Key Features

Heap
  • ✓Core analytics charts
  • ✓Unlimited enrichment sources
  • ✓6 months data history
  • ✓SSO
Metabase
  • ✓Ask questions with AI
  • ✓SQL generation
  • ✓20+ supported data sources
  • ✓Unlimited questions & dashboards
  • ✓Write SQL or explore just by clicking
  • ✓3-day support for Starter
  • ✓Embed unlimited charts and dashboards
  • ✓Row and column level permissions

When to choose Heap

Choose Heap if your team prioritizes its strengths over Metabase's. Full guidance populates as Heap's feature data is indexed.

When to choose Metabase

Choose Metabase if your team prioritizes its strengths over Heap's. Full guidance populates as Metabase's feature data is indexed.

AI visibility profiles

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Heap

heap.io

Metabase

metabase.com

Free check

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We ask the buyer questions in this market across ChatGPT, Claude, Gemini, Perplexity and Copilot, and show you who gets named.

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