--- title: Mixpanel Alternatives description: Our top open-source picks if you want to move away from Mixpanel date: 2025-07-18 tag: Comparison team: OpenPanel Team cover: /content/cover-mixpanel.jpg --- > We have tried to keep this list as fair as possible, even though we compete with these tools. Analytics tools fall into two main groups: - Web analytics gives you page views, sessions, referrers - Product analytics shows what users do inside your product Mixpanel is best known for product analytics. Web tools like Google Analytics tell you about traffic, but a product analytics tool tells you how and when users use your features. We start with the key features you need. Then we give you three open-source options. ## Key product analytics features 1. **Event tracking** Record any action—signups, clicks, purchases—to see how users behave. 2. **Funnels** Show each step in a process (for example signup → verify email → first purchase). Find where users drop off so you can improve that step. 3. **Retention analysis** Find out how many users come back over days or weeks: - **N-day retention**: percent who return after N days - **Rolling retention**: percent active in a set time period - **Cohorts**: compare groups of users who signed up at the same time 4. **User details** Look at one user’s journey. This helps you fix issues and give users a better experience. 5. **Flexible dashboards** Build charts and reports to answer any question about your product. ## How to choose an open-source alternative Look at these points when you compare tools: | Point | What to check | |-------------------|--------------------------------------------------| | License | True open source (MIT, Apache) or source-only | | Resource needs | CPU and memory for running the tool | | Features | Funnels, retention, user view, session replay | | Setup | Easy install or complex pipeline | | Maintenance | Updates, docs and community support | | Integrations | SDKs for web, mobile, server; data exports | ## 1. OpenPanel You guessed it right, of course we'll promote OpenPanel, it was made solely because we wanted an alternative to Mixpanel. We have used Mixpanel a lot but for a startup we didn't have the cash flow needed to pay the bills. We also didn't need all Mixpanel's features so we decided to build our own platform that combined web & product analytics into one simple, affordable and self-hostable platform. **License:** AGPL-3.0 license **What you get**: - You get a very good web analytics overview (similar to Plausible, Simple Analytics) - You can track custom events - You can track users - You can create any type of chart you want - You can create funnels and conversions for A/B testing and improve your product - You can create retention charts to understand how long your users stays **Good points**: - Low cost and self-hostable - Web and product analytics together - Fast setup and clean interface **Drawbacks**: - Fewer third-party integrations - No session-replay or heatmaps yet ## 2. PostHog A full-feature platform with both cloud and self-hosted options. **License:** MIT License (core) + Enterprise License (ee/) **What you get**: - Funnels, trends, cohorts - Session recordings, feature flags, A/B tests - Plugins (Kafka, Snowflake exports) **Good points**: - Lots of features, active community - Free up to 1 million events per month - Good docs and tutorials **Drawbacks**: - Self-host needs high CPU and RAM - Cloud costs rise fast after 1M events - Some learning needed for plugins ## 3. Snowplow Analytics **Overview** A tool that sends event data into your own data warehouse. **License:** Apache-2.0 license **What you get**: - Open collectors and pipelines - Works with Redshift, BigQuery, Snowflake - Custom schemas via Iglu registry **Good points**: - Full control of raw events - Scales to billions of events - Good for teams with data-warehouse skills **Drawbacks**: - Setup is complex (Kafka, Spark, Hadoop) - No built-in dashboards (need Looker or similar)