The 9 best GA4 alternatives for apps and websites
Contents
Google Analytics 4 is one of the most widely deployed analytics tools in the world – and one of the most complained about too.
The transition from Universal Analytics forced millions of users onto a platform that thinks and behaves very differently.
GA4's event-based model is more powerful than its predecessor in theory, but in practice, many teams find it harder to use, harder to query, and harder to trust. Add in data sampling on large exploration queries, a 14-month retention limit, privacy concerns under GDPR, opaque pricing, and a UI that frustrates marketers and developers alike – and it's easy to understand why so many teams are looking for alternatives.
Whether you're leaving GA4 for privacy reasons, because you've outgrown its free tier limits, or because you simply need more than web analytics, this guide covers the best GA4 alternatives available today.
What is the difference between Universal Analytics and GA4?
The core difference is how each tool tracks activity.
Universal Analytics was session-based – designed for a time when desktop websites were the norm and cookies were uncontroversial. It's good at tracking sessions, pageviews, and traffic sources, with pre-defined reports that made it easy for marketing teams to do their jobs without data science support.
Google Analytics 4 is event-based – designed to track what people actually do, like clicking a button or completing (or abandoning) an action. Its model is more flexible and powerful, but it lacks many of the pre-defined reports UA users relied on, and its emphasis on exporting to Looker Studio or BigQuery is harder for teams without analytics support.
Why do people dislike GA4?
If event-based tracking is more powerful, why do so many people complain about GA4? Users tend to fall into one of three camps:
Users who miss pre-defined reports – GA4 removed many of the reports teams relied on. Things are harder to find, and there's no guarantee popular reports will return.
Teams without data science support – GA4 caters more to large enterprises and app developers. Its reliance on Looker Studio and BigQuery exports is a barrier for small business and marketing teams who don't have analytics engineers.
App developers who need more – Despite courting app developers, GA4 still falls short of alternatives that pulled users away from Universal Analytics in the first place. For many, it's too little, too late.
Some teams also avoid GA4 for privacy reasons. GA4 is not GDPR-compliant by default – it requires additional configuration including consent banners and Consent Mode v2. The 2023 EU-U.S. Data Privacy Framework resolved the underlying data transfer concern, though the framework remains subject to legal and political uncertainty.
1. PostHog

- Best for: Startups, engineers, and product teams
- Tracking method: Event-based
- GDPR compliance: ✔ (via self-hosting or EU Cloud)
- GA data import: ✖
PostHog (that's us 👋) is an all-in-one developer platform that includes web analytics, product analytics, session replay, error tracking, experiments, user surveys, and more – pretty much everything you need to track user behavior in an app or website.
This means it's not just a GA4 alternative, but also a replacement for tools like Mixpanel, LaunchDarkly, and FullStory.
Typical PostHog users are engineers and product managers at startups and mid-size companies, such as ElevenLabs, Supabase, and Lovable.
Like GA4, PostHog is an event-based platform. It's priced per event captured, though it offers a generous 1 million events for free each month, so many users can use it for free.
How does PostHog compare to GA4?
PostHog gives you all the web analytics of GA4 and far more on top. Where GA4 is a marketing analytics tool, PostHog is a full product development platform. This means that, in addition to tracking user behavior, you can also use PostHog to run A/B tests, set up feature flags, record user sessions, and even survey users.
GA4 doesn't have any of these features built-in, so you'd need to integrate with other tools to get the same functionality.
Read our PostHog and Google Analytics comparison for an in-depth look at the differences