115 lines
4.2 KiB
Plaintext
115 lines
4.2 KiB
Plaintext
---
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title: Mixpanel Alternatives
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description: Our top open-source picks if you want to move away from Mixpanel
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date: 2025-07-18
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tag: Comparison
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team: OpenPanel Team
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cover: /content/cover-mixpanel.jpg
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---
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> We have tried to keep this list as fair as possible, even though we compete with these tools.
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Analytics tools fall into two main groups:
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- Web analytics gives you page views, sessions, referrers
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- Product analytics shows what users do inside your product
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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.
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We start with the key features you need. Then we give you three open-source options.
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## Key product analytics features
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1. **Event tracking**
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Record any action—signups, clicks, purchases—to see how users behave.
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2. **Funnels**
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Show each step in a process (for example signup → verify email → first purchase). Find where users drop off so you can improve that step.
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3. **Retention analysis**
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Find out how many users come back over days or weeks:
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- **N-day retention**: percent who return after N days
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- **Rolling retention**: percent active in a set time period
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- **Cohorts**: compare groups of users who signed up at the same time
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4. **User details**
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Look at one user’s journey. This helps you fix issues and give users a better experience.
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5. **Flexible dashboards**
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Build charts and reports to answer any question about your product.
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## How to choose an open-source alternative
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Look at these points when you compare tools:
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| Point | What to check |
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|-------------------|--------------------------------------------------|
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| License | True open source (MIT, Apache) or source-only |
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| Resource needs | CPU and memory for running the tool |
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| Features | Funnels, retention, user view, session replay |
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| Setup | Easy install or complex pipeline |
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| Maintenance | Updates, docs and community support |
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| Integrations | SDKs for web, mobile, server; data exports |
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## 1. OpenPanel
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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.
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**License:** AGPL-3.0 license
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**What you get**:
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- You get a very good web analytics overview (similar to Plausible, Simple Analytics)
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- You can track custom events
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- You can track users
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- You can create any type of chart you want
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- You can create funnels and conversions for A/B testing and improve your product
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- You can create retention charts to understand how long your users stays
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**Good points**:
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- Low cost and self-hostable
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- Web and product analytics together
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- Fast setup and clean interface
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**Drawbacks**:
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- Fewer third-party integrations
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- No session-replay or heatmaps yet
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## 2. PostHog
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A full-feature platform with both cloud and self-hosted options.
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**License:** MIT License (core) + Enterprise License (ee/)
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**What you get**:
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- Funnels, trends, cohorts
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- Session recordings, feature flags, A/B tests
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- Plugins (Kafka, Snowflake exports)
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**Good points**:
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- Lots of features, active community
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- Free up to 1 million events per month
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- Good docs and tutorials
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**Drawbacks**:
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- Self-host needs high CPU and RAM
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- Cloud costs rise fast after 1M events
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- Some learning needed for plugins
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## 3. Snowplow Analytics
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**Overview**
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A tool that sends event data into your own data warehouse.
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**License:** Apache-2.0 license
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**What you get**:
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- Open collectors and pipelines
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- Works with Redshift, BigQuery, Snowflake
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- Custom schemas via Iglu registry
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**Good points**:
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- Full control of raw events
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- Scales to billions of events
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- Good for teams with data-warehouse skills
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**Drawbacks**:
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- Setup is complex (Kafka, Spark, Hadoop)
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- No built-in dashboards (need Looker or similar) |