Mixpanel meters events. Amplitude meters users.
ClickHouse charges per byte.
Product analytics is event storage + a query engine + dashboards on top. All commodity primitives. Mixpanel switched from per-MTU to event-based pricing in Feb 2025; Amplitude still bills per Monthly Tracked User — either way, your usage growth becomes a metered cost line. Two paths: (1) self-host PostHog (MIT-licensed, Mixpanel feature parity) or (2) build a custom analytics layer on ClickHouse direct. Either way: same funnels, retention, cohorts. Your event data, your queries, no metered-volume surcharge.
Mixpanel Growth · 500K MTU
Math compounds: at 5M MAU, Y1 reclaim crosses $200K. Your active-user growth stops being a tax.
Active-user growth shouldn't be a vendor tax.
Mixpanel and Amplitude bill on Monthly Tracked Users — your product's success becomes line-item growth in your finance team's spreadsheet. Self-hosted analytics scales with bytes, which is far cheaper at every volume.
Mixpanel list prices May 2026. Self-host numbers based on PostHog deployed on AWS with ClickHouse + Postgres + Allied $14K deploy amortised. Amplitude pricing tracks Mixpanel's at every tier; same math applies. PostHog Cloud is also a valid path for sub-100K MTU teams (free up to 1M events/mo on hobby).
Two paths. Same outcome.
For most teams: self-host PostHog (MIT-licensed, full Mixpanel feature parity, active community). For teams with unusual data shapes or strict compliance: a custom analytics layer on ClickHouse direct. We pick during the audit; the build is fixed-price either way.
- MIT-licensed, full open source
- Mixpanel-class UI · funnels, retention, cohorts
- Session Replay built in
- Feature flags + A/B testing built in
- Active community + monthly releases
- Deployed on your AWS via Helm / Terraform
- For specific compliance or data-shape needs
- ClickHouse + custom dashboards
- Reuses your existing BI stack (Metabase / Looker)
- Tighter integration with your application data
- Slower to ship · we recommend PostHog first
- Falls back to PostHog if scope creeps
- ClickHouse — event storage
- Postgres — metadata + flags
- Redis — session cache
- S3 — replay payloads
- SSO via your existing IdP
PostHog is MIT-licensed — fully free for any use including SaaS resale. No license restrictions of any kind. Allied stays well within the license; your team can fork the code if you ever want to.
PostHog is genuinely at parity with Mixpanel.
PostHog is the only Mixpanel alternative we recommend self-hosting. Funnels, retention, cohorts, session replay, feature flags — all there, all polished, all free. The migration is real, but the destination is good.
Fixed price. Sized by MTU + event volume.
One number, one ship date. Sized by event volume + retention requirements + custom integrations.
From $14,000 — fixed
- PostHog deployment on your AWS (Helm / Terraform)
- ClickHouse + Postgres + Redis sized for your volume
- SSO integration — Okta / Azure AD / Google Workspace
- SDK migration helpers — drop-in for Mixpanel JS / Python / Swift / Android SDKs
- Migration of existing Mixpanel events (last 12 months historical)
- Funnels + cohorts + dashboards migrated from your Mixpanel boards
- Feature flags + experiments configured
- Backup + DR — daily snapshots
- 1-week parallel run with Mixpanel before cutover
- Runbook + handover doc
24-hour quote turnaround · NDA on request
Why we don't recommend the obvious switches.
"Mixpanel alternative" results: Amplitude, Heap, Pendo, Heap, Hotjar. Same per-MTU model, different brand. The wrapper-margin question survives.
"What if…"
Will my Mixpanel SDK calls break?▾
How do we migrate historical events?▾
Does PostHog actually scale?▾
What about Reverse ETL / data warehouse sync?▾
What if we need predictive features Mixpanel offers?▾
Who owns everything?▾
Why this number works: AI-paired senior engineers raise the floor on quality + consistency · 250+ products shipped · direct vendor billing — you keep the wrapper margin. → The full method
SCOPE · WHAT WE REBUILD vs WHAT WE DON’T · MIXPANEL / AMPLITUDE
We don’t rebuild Mixpanel / Amplitude. We rebuild your usage of it — the 15–25% you’re paying for and actually using, on direct billing. Read the universal methodology →
- Event tracking SDKs — client + server SDKs that pipe to your data warehouse (BigQuery / Snowflake) instead of Mixpanel
- Funnel analysis — your existing funnels (sign-up, activation, checkout) with drop-off visualization
- Retention curves — cohort retention by acquisition source / user property, daily / weekly / monthly
- Behavioral segments — users who did X but not Y in last N days, sync-able to your CRM / email tool
- Dashboards — the 5–10 boards leadership opens, rebuilt in Metabase or custom UI on top of warehouse
- Live event stream — real-time event view for debugging instrumentation
- Impact analysis ML / predictive cohorts — Mixpanel’s proprietary ML. We rebuild rule-based; for ML, in-house DS team or stay on Mixpanel
- Session replay — different product category. Our pick: FullStory, LogRocket, or Sentry Replay direct
- Feature flags + experimentation — different product. Our pick: LaunchDarkly, Statsig, or GrowthBook direct
- Data export to warehouse — moot in rebuild (data already in your warehouse). For Mixpanel users today: Mixpanel charges extra for warehouse export
- Mobile-specific analytics (push, app store) — niche. Our pick: Adjust, AppsFlyer, or Branch direct for attribution
Not a rebuild case? We still help. Free 30-min advisory call to evaluate any of the alternatives above — we use them all in our practice and have no resale relationships, just opinions earned from the work. Book a call →
Stop the per-MTU pricing. Own your event data.
From $14,000 fixed. 3–4 weeks to ship. PostHog or custom ClickHouse build. Your AWS, your data, no per-MTU pricing. No deck-pitch — send your Mixpanel plan + monthly MTU + event volume, we send a quote in 24 hours.
15+ years · ISO 9001:2015 · 250+ shipped · MSA · SOW · DPA ready · MIT-licensed deployment.