Dynamic

PostHog vs Amplitude

Open-source analytics that doesn't spy on your users, but might make you question your own product decisions meets the product analytics darling that makes you feel like a data wizard, until you realize you're just tracking clicks. Here's our take.

🧊Nice Pick

Amplitude

The product analytics darling that makes you feel like a data wizard, until you realize you're just tracking clicks.

PostHog

Open-source analytics that doesn't spy on your users, but might make you question your own product decisions.

Pros

  • +Feature-rich
  • +Self-hostable
  • +Session replay
  • +Feature flags
  • +Self-hosted option keeps data in-house and avoids third-party cookie drama
  • +Feature flags and A/B testing built-in, so you can iterate without deploying new code
  • +Session recordings let you watch users struggle in real-time, which is both terrifying and enlightening

Cons

  • -Complex
  • -Resource-heavy
  • -Overkill for simple sites
  • -Self-hosting can turn into a DevOps nightmare if you're not prepared for the infrastructure
  • -The UI can feel cluttered when you're drowning in event data, making simple insights harder to find

Amplitude

Nice Pick

The product analytics darling that makes you feel like a data wizard, until you realize you're just tracking clicks.

Pros

  • +Intuitive funnel and retention analysis that actually helps you spot user drop-offs
  • +Powerful user segmentation that lets you slice data by behavior without SQL
  • +Real-time event tracking that updates dashboards faster than you can say 'A/B test'
  • +Great for non-technical teams with drag-and-drop tools that don't require a data engineer

Cons

  • -Pricing can skyrocket as your event volume grows, leading to sticker shock
  • -Custom queries and advanced analytics still need workarounds or external tools

The Verdict

Use Amplitude if: You want intuitive funnel and retention analysis that actually helps you spot user drop-offs and can live with pricing can skyrocket as your event volume grows, leading to sticker shock.

Use PostHog if: You prioritize feature-rich over what Amplitude offers.

🧊
The Bottom Line
Amplitude wins

The product analytics darling that makes you feel like a data wizard, until you realize you're just tracking clicks.

Disagree with our pick? nice@nicepick.dev