Mixpanel vs Heap: Which One Is Better In 2022?
Mixpanel and Heap are two popular product analytics tools. They both track and collect data on user behavior, reveal your product’s most used features, and provide dashboards and reports to help you easily visualize data. Although they have a lot of common features, there are also some key differences between them.
While Mixpanel differentiates itself with its design, data model, and self-serve analytics, Heap provides automatic data capture and retroactive analysis and requires minimal engineering. To decide which tool is better for your business, you should compare important aspects of each, including the setup, features, and reviews.
This article will go through each of these tools to help you choose the better fit for your SaaS.
In 2009, during the Great Recession, Suhail Doshi and Tim Trefren dropped out of college and raised capital to establish Mixpanel. It’s now one of the most well-known product analytics tools used around the world.
While most analytics tools focus on engagement in the form of page views and browser sessions, Mixpanel’s tracking is event-based, which is a deeper behavior analysis model. It also offers funnel utilization and trends alongside event-based tracking to help you better understand your users.
The event-based model focuses on three key concepts: events, users, and properties. An event indicates an action the user performs, such as a purchase. A user is an individual behind the interaction, and properties are attributes that describe the actions that users perform.
The reports offered by Mixpanel enable users to view the user and event data and break it down using the properties feature.
With the features offered by Mixpanel, users can:
- Find out their most active users and the features they use the most
- Find out the biggest site referrals
- Maintain user interaction for longer periods of time
- Understand where users are dropping-off in the sales funnel
- Increase acquisition flow
Heap is younger than Mixpanel. It was founded in 2013 by Matin Movassate, the Chairman today. Heap is one of the top product analytics tools that help you understand why and how users interact with your product or website.
The main feature of Heap is its auto-capture of data. Unlike some other analytics tools, Heap automatically captures all user interaction data from the very beginning.
This data includes how users interact with your product, the most important user segments, and how different groups use certain features. The user can also access the data tracked later at any point in time. This feature of Heap makes event tracking easier and simplifies the setup process.
Heap Connect is another key feature that allows users to pipe data automatically into their data warehouse with a managed ETL.
With the features offered by Heap, users can:
- Increase conversions across different platforms and channels
- Make analytics customized for product teams with minimal engineering
- Tailor in-app experience for users in a better way
- Access complete and historical data from the start
- Increase customer engagement of their product
- Monitor and increase key actions in the user journey, including acquisition, activation, and retention
Mixpanel vs Heap: Pricing
There’s no straightforward answer to how much you’ll pay for either tool since there are many things to consider when it comes to pricing. These include the pricing model of the tool and the size of your business.
Mixpanel and Heap have different pricing models, so the affordability of each depends on different factors. Mixpanel’s pricing is based on the number of monthly users tracked, while the pricing of Heap is based on the number of sessions. Neither model is better than the other since both have their downsides.
For Mixpanel, there are three pricing plans. It has a Free plan that tracks up to 100K users. But as soon as you start to scale and choose to track more users, it gets expensive. With the Growth plan, you can select your monthly tracked users and get more features. For 100K users, you pay a minimum of $9,999 annually. For anything more, you should get in touch with sales.
Heap has four pricing plans. The free version tracks up to 10K sessions/month, the Growth plan tracks up to 500K sessions/year, and the Pro plan has custom sessions. The Premier plan is customizable for larger organizations.
For example, if you choose to track 500K sessions/year, you’ll pay $9,000 annually. You should contact the sales team for anything more than that, starting at 1 million sessions/year.
The issue with Heap’s pricing model is that you will be paying a lot if your pages have many sessions, even if those visitors aren’t actually performing many actions or events on the pages.
Both Mixpanel and Heap offer free trials. For Heap, you can sign up to get a 14-day free trial. With Mixpanel, you need to contact a sales representative first.
Mixpanel vs Heap: Setting Up
Implementing a new analytics tool can be challenging, especially if it needs a lot of engineering work. Heap and Mixpanel have different setups:
With Mixpanel, you need to do manual instrumentation for each event, which ramps up the dev hours. You need to choose your events wisely and then hand them over to an engineer to configure them. If you change your mind later about the events you want to track, then the whole thing needs to be set up all over again, which comes with the risk of inconsistent data.
You also need to manually instrument user information such as name, email, and user ID. Because setting even a single event takes about 30 mins, the total dev hours that it will take your engineering team to set up the whole tool will range between 10-30 hours, or 1-3 weeks, which is a lot.
On the other hand, Heap starts collecting data as soon as you add the snippet of tracking code to your site. This auto-capture feature gets rid of the manual event tracking problem of Mixpanel. Once you add the code, you can create the events, choose the metrics you want to track, and begin using the tool. Like Mixpanel, for capturing user information, it must be instrumented manually.
The great thing about Heap is that anyone can start tracking events and metrics right away, even without coding knowledge.
So when it comes to implementation, Heap is quicker and more convenient than Mixpanel.
No Code AND No Setup Time?
Track key product metrics, identify trends, and mitigate risks by unifying interdepartmental dataTry HockeyStack Today!
Mixpanel vs Heap: A/B Testing
A/B testing is a method of comparing two or more versions of a variable for a website. These versions are shown to visitors of a site to determine which one performs better. It’s an essential feature that can help you personalize your CTA (call-to-action) buttons, choose the best pricing model, and find out the ideal number of form fields.
While Mixpanel has A/B testing, Heap does not.
With Heap, the only way to test your experiment data is through an integration like Google Optimize or VMO. On Heap’s webpage, you can find information on performing A/B testing for testing to increase feature usage and testing homepage taglines.
You can do Mixpanel’s standard A/B test through the Funnel Analysis. Some variables you can do testing for are email, CTA buttons, form fields, and offers. Mixpanel also has notifications like in-app messages, SMS, and push notifications, and it offers testing on mobile apps. Another important feature is the Tests feature, which shows how changes you make to one element of your site affect all the different user interactions associated with it.
Mixpanel vs Heap: Funnels
Funnels can give lots of insights. They show you the conversion rate, where users are dropping-off, how many users who visit your site convert, and how long it takes on average for a user to convert.
Both Mixpanel and Heap have effective funnels.
With Heap’s funnels, you can set your events and add different segments that you prefer. The funnel results are retroactive and show you the top events performed after a particular step and how many users converted after completing an optional step. Heap also has a period-over-period analysis that allows you to compare recent periods with previous ones.
Besides the standard funnels, Heap also offers Journey maps. This feature was built when they discovered that funnels sometimes miss interactions or fail to track alternative paths to conversion. Journey maps come with step suggestions, group suggestions, effort analysis, and pageview suggestions that give quick insights and help you track more effectively.
With Mixpanel, you can build different funnels depending on the type of actions you want users to take, such as signing up or making a purchase. Mixpanel also has a custom event feature that allows you to merge different actions into a single event. By looking at the results, you can see how users go through the funnel and where they’re dropping off.
You can also find out about the journey of your paying users and the best referring sources to your site. You can choose from various charts that make it easy for anyone to interpret the data.
Mixpanel vs Heap: Retroactive Tracking
In order to get data, you can implement the tracking code, then wait for the data to come in, and repeat the process, which comes with a high cost. Auto capture fastens this process by automatically capturing all user interactions that you can access retroactively at any time.
You can track data retroactively on both Mixpanel and Heap. Initially, this was the prominent feature of Heap that brought it fame which it still presents today as a key feature.
As I mentioned above, Heap auto-captures data when you add the snippet to your site. So even without making any configurations, you can retroactively analyze events such as clicks, page views, and sessions. You can access the historical data at any time and use it to run experiments and make better decisions.
Mixpanel didn’t have retroactive analysis when released, but they added it later. Similar to Heap, Mixpanel collects data once you install the script. Even when you define events later on, your data will still contain retroactive data since you already installed the script on the site. However, with Mixpanel, historical data is isolated and limited to events selected manually.
Mixpanel vs Heap: Reviews
Positive reviews of Mixpanel:
Negative reviews of Mixpanel:
Positive reviews of Heap:
Negative reviews of Heap:
Mixpanel vs Heap: UI/UX
The importance of the UX/UI of a tool shouldn’t be underestimated. While releasing new features and fixing bugs is great, offering great UX/UI is equally important. 90% of users stop using an application due to poor usability.
Heap is pretty easy to use and integrate with your platform. It has a straightforward and intuitive UI that doesn’t take much time to pick up, which makes it ideal for use by not only analysts, but also product managers and UX designers.
You can easily create graphs and reports, set up and track different funnels, and define events later on but still get retroactive data. The primary analytical features that come with the tool enable you to understand the product and feature usage and analyze the trends and patterns.
However, for certain features, Heap still has a learning curve. You need basic knowledge of HTML tagging, and it can take time to learn how to configure and generate reports.
Like Heap, Mixpanel has a friendly and easy-to-use interface. You can easily create complex reports without any complicated onboarding. However, when you’re comparing the data you collected with the actual data, you will need the help of a developer. Also, many users state that the platform is complex at first and understanding how to use the features takes time.
Both Mixpanel and Heap offer training resources like demos and courses on their web pages to help new users.
Mixpanel vs Heap: Summary
Mixpanel and Heap both have their benefits and downsides. Both offer user-friendly interfaces, capture all data, and support funnels.
For easy implementation, auto-capture of data, easy access to all historical data, and minimal engineering for various processes, you should go for Heap.
For event-based tracking, A/B testing, push notifications and paying based on how many users you track monthly, you should go for Mixpanel.
Need Key Insights Fast? Try HockeyStack Instead!
HockeyStack is a no-code analytics and attribution tool used by over 7000 companies.
With HockeyStack, you can extract key insights on product adoption, keep an eye on customer behavior, and understand which channels drive revenue.
Here’s an example of how a sales funnel can be visualized with HockeyStack:
You can also dive deeper into marketing data:
HockeyStack can also be used for marketing attribution, enabling users to identify the path a customer went through before converting.
One thing that sets HockeyStack apart is that you don’t to spend hours on setup or configuration. This means that you can start using the tool in just five minutes and start extracting crucial insights for decision-making.
HockeyStack also comes with a number of other features such as the ability to set goals and send out surveys to get a better understanding of your customers.
Mixpanel and Heap are well-known analytics tools that offer various features such as dashboards, funnels, and reports to help you track users’ interactions and improve their experiences. Although they are competitors with many similar features, they have different approaches when it comes to tracking data. There are also differences in their implementation, pricing, and the common features that they provide.
Before deciding which tool is the most suitable for your SaaS though, you should compare the various factors mentioned above. That said, if easy and quick analytics is your priority, you can give HockeyStack a try! You can also consider signing up for the free trials of both Mixpanel and Heap to experience the tools firsthand and make an informed decision.
It has a free version of up to 10k sessions per month. If you want larger sessions, you need to contact them.
Heap stores data in its warehouses, which are managed by Heap Connect. You can easily and seamlessly bring user data into warehouses and manage them automatically. In addition, these warehouses collect and store data retroactively, meaning that you have access to any type of data from day one. This helps you to organize your past data and control your future data.