Feature matrix
Contents
This is an internal playground for the <ProductComparisonTable /> component used on competitor comparison pages.
All products
Amplitude
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Bugsnag
Clarity
Datadog
Flagsmith
FullStory
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GA4
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GlitchTip
GrowthBook
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Heap
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Hotjar
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LaunchDarkly
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LogRocket
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Matomo
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Mixpanel
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Optimizely
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Pendo
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Rollbar
Sentry
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SigNoz
Sprig
Statsig
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VWO
Product Analytics
Track usage, retention, and feature adoption with comprehensive analytics
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Requires third-party data warehouse
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Partial
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Web Analytics
Privacy-focused web analytics with real-time data and no sampling
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✓
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Session Replay
Watch real user sessions to understand behavior and fix issues
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Plugin
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Feature Flags
Control feature access with precision and safely roll out changes
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Experiments
Run statistically rigorous A/B/n tests and validate ideas with confidence
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Requires third-party analytics
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✓
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Analysis only
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Surveys
Collect product feedback with no-code surveys and customizable targeting
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Feedback only
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Error tracking
Track and monitor errors and exceptions in your code
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Heatmaps
Visualize where users click and scroll on your website
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CDP
Ingest, transform, and send data between 145+ tools
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Data Warehouse
Query & visualize product and third party data together
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Dashboards
Combine insights into shareable dashboards
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Product Analytics
Amplitude
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Heap
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Mixpanel
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Pendo
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Statsig
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Features
Advertising analytics
Track ROI on Google Ads and other marketing campaigns
Beta
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Actions
Combine multiple events into a single action for analysis
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AI analysis
Surface user pain points using AI
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✓
Alerts
Alert when types of events happen
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Autocapture
Capture events without manual tracking
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Limited
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Cohorts
Combine users based on properties and events for group analysis
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Custom events
Manually capture custom events and properties wherever they happen
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Custom properties
Add more data to custom events or users
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Monetization analytics
Track purchase value, LTV, and other revenue metrics
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Predictive insights
AI-powered alerts when metrics change
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