About

Mixpanel

Mixpanel is a product analytics platform built for product and growth teams who want best-in-class event-based behavioral analysis — funnels, retention, flows, and cohort analysis — in a focused tool that does analytics exceptionally well without bundling adjacent features that add complexity.

It is primarily used by product managers, growth teams, and data analysts at software companies ranging from seed-stage startups to enterprises like Uber and Netflix, who need to understand user behavior in depth and build reports non-technical stakeholders can use without SQL.

Teams choose Mixpanel for its self-serve analytics that lets non-technical team members build funnels and retention reports without SQL; its Spark AI for natural-language querying of analytics data; its best-in-class funnel and cohort analysis; and its generous free tier of 1 million events per month.

Growth plan pricing: free for the first 1M events/month, then $0.28 per 1,000 events above that. At 10M events/month, costs reach approximately $2,500/month. Session replay, feature flags, and group analytics are available but billed separately.

About

Amplitude

Amplitude is a product analytics platform built for product, growth, and data teams who need sophisticated behavioral analysis — behavioral cohorts, predictive audiences, causal inference, and ML-powered retention modeling — alongside session replay, feature flags, and experimentation in a unified platform.

It is primarily used by product managers, growth engineers, and data analysts at SaaS companies, consumer apps, and digital businesses where product-led growth is a core strategy — teams that need to tie behavioral data to business outcomes at scale.

Teams choose Amplitude for its best-in-class behavioral cohort analysis and retention modeling; its Amplitude AI for predictive audiences and automated insight generation; its built-in experimentation with statistical significance controls; its Guides for in-app onboarding; and its data governance features for enterprise deployments.

Free tier: 10,000 MTUs and 2M events/month, including session replay and unlimited feature flags. Plus: $49/month (up to 300K MTUs). Growth and Enterprise: custom pricing; median contract $63,720/year per Vendr data.

Feature

Mixpanel

Amplitude

Lucky Orange

Product Analytics (funnels/retention/cohorts)

Yes

Yes

Limited

Session Replay

Yes

Yes

Yes

A/B Testing / Experimentation

Limited

Yes

No

Feature Flags

No

Yes

No

In-app Guidance

No

Yes

No

Surveys & Feedback

Limited

Yes

Yes

Data Warehouse Export

Limited

Yes

Limited

AI-Powered Insights

Yes

Yes

Yes

Open Source / Self-host Option

No

No

No

Free Plan

Yes

Yes

Yes

Mixpanel tells you where users dropped off. Amplitude tells you which cohort churned. Do you know what those sessions looked like?

Mixpanel and Amplitude are both built to tell you what happened at the aggregate level — funnel drop-offs, cohort retention, behavioral patterns across your user base. That aggregate picture is essential for good product decisions. But the session behind the metric — what the user was actually doing when they dropped off, what they clicked, where they hesitated — requires a different layer of analysis.

Lucky Orange Discovery AI bridges the aggregate and the individual. Ask a plain-language question about the sessions behind your product metrics — what churned users do differently, what the sessions before activation look like, what patterns your retention curves cannot explain — and get a structured answer with session evidence and a recommended next step.

Ask questions like:

  • What are users doing in their sessions in the week before they stop logging in?

  • Which product features are users trying but failing to use successfully in their first three sessions?

  • What behavior in the onboarding flow correlates most strongly with users who expand to a paid plan?

See how Discovery AI works