Amplitude vs Mixpanel

Pick Amplitude if your product team lives in cohort analysis and you need the AI to slice retention funnels without writing SQL. Its 16 tools cover event queries, user segmentation, and funnel breakdowns—enough for most product analytics workflows. Pick Mixpanel if you're running growth experiments at scale and need the extra tooling surface (21 tools) for A/B test reads, custom property filters, and deeper event taxonomy exploration. Both use API key auth, so setup takes under five minutes. For most product-led teams, Amplitude's tighter tool set means fewer permission headaches and cleaner prompt engineering. Go Mixpanel if you're already knee-deep in their experiment framework or your data science team needs programmatic access to raw event streams. Switching between them after six months of workflow automation costs about a week—you'll re-map tool calls and update any scheduled reports that reference vendor-specific IDs.