Mixpanel vs PostHog

Mixpanel
PostHog
Verified Confidence: 81%

Verdict: PostHog wins for engineering-led teams who need self-hosting, data sovereignty, and an all-in-one analytics stack that replaces 4+ separate tools. Mixpanel wins for non-technical product teams who need the best-in-class funnel and retention UI without SQL. If your team has engineers and cares about data control, PostHog's open-source model is the more powerful and cost-effective long-term choice.

Winner: PostHog

Mixpanel: 8/10

PostHog: 9/10

Spec-by-spec comparison

MixpanelPostHog
pricingFree up to 20M events/month; $28/month (Growth) starting at 100M eventsFree self-hosted (unlimited); Cloud free up to 1M events/month, then usage-based
core_featuresFunnels, retention cohorts, flows, segmentation, A/B test measurementAnalytics + session replay + feature flags + A/B testing + surveys + data pipelines
data_modelEvent-based — every user action is a distinct tracked eventEvent-based with person profiles — full ClickHouse-powered SQL access
integrations300+ integrations including Segment, Amplitude, data warehousesSelf-hosted integrates with any data warehouse directly; 50+ cloud integrations
deploymentCloud only — no self-hosting optionSelf-hosted (open source on GitHub) or PostHog Cloud
query_languageNo-code query builder — SQL not required for standard analysisHogQL (SQL variant) — full custom query capability

Mixpanel

What works

  • No-code funnel and retention analysis lets non-technical PMs build complex user journey reports without writing SQL — 15-minute setup vs. PostHog's ClickHouse query requirement for custom analysis
  • Free tier covers 20M events/month — large enough for Series A startups to fully use Mixpanel without paying
  • Mixpanel's cohort building and behavioral segmentation is the most refined in the analytics market — 10+ years of UX iteration shows in the funnel interface

What doesn't

  • Cloud-only deployment means all user event data goes to Mixpanel's servers — GDPR and data residency compliance requires contractual agreements, not self-hosting
  • No session replay, feature flags, or A/B testing built in — requires separate tools (FullStory, LaunchDarkly) to match PostHog's all-in-one feature set
  • Identity resolution across anonymous-to-identified user flows has known edge cases — stitching pre-login and post-login events requires careful SDK implementation

PostHog

What works

  • Self-hosted open-source deployment keeps all user event data on your own infrastructure — no third-party data sharing, simplifies GDPR/SOC2 compliance
  • Session replay + feature flags + A/B testing + analytics in one platform eliminates 3-4 separate tools (FullStory + LaunchDarkly + Mixpanel) — estimated $500-2,000/month savings for mid-stage startups
  • Full SQL access via HogQL lets engineers write custom queries against raw event tables — no analytics ceiling imposed by the UI

What doesn't

  • Self-hosting requires DevOps capacity — a Kubernetes cluster with 4+ vCPUs handles 1M events/day, and upgrades require manual maintenance
  • Non-technical PMs find HogQL queries intimidating — PostHog's analysis UI is less polished than Mixpanel's no-code funnel builder
  • Cloud pricing becomes expensive at 100M+ events/month — Mixpanel's Growth tier is cheaper at high event volumes if you don't need self-hosting

Bottom line

Our pick: PostHog.

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