{"id":26577,"date":"2025-05-06T01:06:23","date_gmt":"2025-05-06T01:06:23","guid":{"rendered":"https:\/\/userpilot.com\/blog\/heap-vs-pendo\/"},"modified":"2026-03-02T13:08:16","modified_gmt":"2026-03-02T13:08:16","slug":"heap-vs-pendo","status":"publish","type":"post","link":"https:\/\/userpilot.com\/blog\/heap-vs-pendo\/","title":{"rendered":"Heap vs Pendo: Which is the Superior Product Analytics Tool?"},"content":{"rendered":"

The information in this Heap vs Pendo comparison has been reviewed and is accurate as of 6th May 2025.<\/em><\/p>\n

What\u2019s the best product analytics tool for you?<\/p>\n

As a PM, your needs for product analytics<\/a> might be so specific that you don\u2019t know if a tool can fill all the gaps.<\/p>\n

Therefore, we\u2019re comparing two popular options, Heap and Pendo, to see where they fit in product management needs. We\u2019ll go over a brief breakdown of each, compare the bits that matter, and explore a better alternative for software businesses.<\/p>\n

Breakdown of Heap <\/strong><\/h2>\n

Heap is an analytics platform that automatically captures every<\/em> user action on your app without any manual event setup. It records clicks, taps, pageviews, form submissions, and lets you retroactively define events and analyze them on demand.<\/p>\n

Heap has 1,089 reviews on G2 with an average of 4.4 stars. Users often praise its capacity for retroactive and granular analytics, while others criticize its learning curve and its lack of features like heatmaps:<\/p>\n

\u201cThe snapshot feature allows you to enrich ANY event (page view and click event) with data from pretty much any element on the page (css, form field info, javascript values) which makes the tool so useful and the reporting so much more valuable than simple clickstream data.\u201d <\/em>G2 Reviewer<\/a><\/p><\/blockquote>\n

 <\/p>\n

\u201cHeap is not the easiest tool to use, in my opinion. Some of the different data parameters like “Filter results,” “Group by,” “Compare users,” “Date range,” or “Compare to” are confusing and seem to overlap. It can be confusing for me to understand where I need to input which parameters and set up my dashboard correctly to make sure I’m tracking the correct data points.<\/em>\u201d G2 Reviewer<\/a><\/p><\/blockquote>\n

In other words, Heap\u2019s product is strong, but you\u2019ll need to pass through a steeper learning curve. Also, you\u2019ll want to monitor your event volumes because Heap charges based on monthly sessions, and it can get quite pricey.<\/p>\n

Breakdown of Pendo<\/strong><\/h2>\n

Unlike Heap, Pendo is a product experience platform with a comprehensive suite of tools for analytics, in-app user engagement<\/a>, feedback, and roadmaps. It not only tracks product usage but also lets you build in-app guides<\/a>, tooltips, and surveys directly inside your product.<\/p>\n

On G2, Pendo has around 1,489 reviews with 4.4 out of 5 stars as well. Many users appreciate its flexibility and capacity to fulfill many needs (including product analytics), but even those same users get frustrated with Pendo\u2019s lack of depth in those features:<\/p>\n

\u201cPendo analytics allow us to pinpoint trends, prioritize high-impact features, and identify areas for improvement with data-driven clarity. The feedback tool is especially helpful for capturing user input in real time, giving us a direct line to customer needs and helping to prioritize feature development. With Pendo, we can centralize insights across user segments, enabling a more targeted and effective approach to improving customer experience.<\/em>\u201d G2 Reviewer<\/a><\/p><\/blockquote>\n

 <\/p>\n

\u201cPendo\u2019s export options can be limited, making it difficult to retrieve survey responses in a format suitable for detailed external analysis. Integration of API keys for our data extraction process within Pendo has not been implemented, however, I think this would help to improve the experience. Additionally, Pendo doesn\u2019t capture metadata at the precise moment a survey is taken, which can lead to inconsistencies in tracking user context and make it harder to align feedback with specific behaviors or segments.\u201d <\/em>Same Reviewer<\/p><\/blockquote>\n

In short, Pendo is a terrific tool for product analytics <\/a>if you know how to set it up properly (making use of the other features is also a plus). However, its analytics features are not user-friendly, especially for non-technical PMs, and might fall short if your job requires more advanced options.<\/p>\n

Also, Pendo\u2019s pricing isn\u2019t public, but many consider it one of the pricier options.<\/p>\n

Heap vs Pendo: Full Comparison<\/strong><\/h2>\n

Although both Heap and Pendo are very different products with different visions, they do overlap on product analytics features, which is what we\u2019re going to focus on.<\/p>\n

Feature Comparison<\/strong><\/h3>\n

To keep this comparison fair, we\u2019re only going to compare their product analytics capabilities and only bring up the other features when relevant.<\/p>\n

That said, let\u2019s look at how they keep up against each other.<\/p>\n

\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
Feature<\/strong><\/th>\nHeap<\/strong><\/th>\nPendo (Analytics)<\/strong><\/th>\n<\/tr>\n<\/thead>\n
Automatic data capture<\/strong><\/td>\n\u2705 Yes\u2014It tracks clicks, taps, pageviews, form submissions, hovers, and text inputs.<\/td>\n\u274c No\u2014Requires you to define\/tag events or use its SDK to capture specific interactions. It auto-tracks basic page views, but does not record every event out-of-the-box.<\/td>\n<\/tr>\n
Retroactive analysis<\/strong><\/td>\n\u2705 Yes\u2014Has a visual labeler to tag auto-tracked events and get them ready to use.<\/td>\n\u2705 Pendo supports fully retroactive analytics for Pages & Features \u2013 you can tag them at any time and Pendo will surface historical usage.<\/td>\n<\/tr>\n
Custom dashboards<\/strong><\/td>\n\u2705 Yes\u2014can add any chart to your dashboards, share them, and use templates<\/td>\n\u2705 Yes\u2014can customize dashboard colors, add widgets, filter the data, and embed external sources through iFrames.<\/td>\n<\/tr>\n
In-app engagement<\/strong><\/td>\n\u274c No\u2014Doesn\u2019t offer in-app guidance features.<\/td>\n\u2705 Yes\u2014Can create product tours, tooltips, and onboarding checklists and target them to user segments. Includes in-depth analytics for these in-app guides.<\/td>\n<\/tr>\n
In-app engagement<\/strong><\/td>\n\u274c No\u2014Doesn\u2019t offer in-app guidance features.<\/td>\n\u2705 Yes\u2014Can create product tours, tooltips, and onboarding checklists and target them to user segments. Includes in-depth analytics for these in-app guides.<\/td>\n<\/tr>\n
User feedback<\/strong><\/td>\n\u274c No\u2014Heap has no built-in mechanism for user surveys or feedback polls.<\/td>\n\u2705 Yes\u2014Pendo includes in-app polls and NPS surveys. You can also analyze the performance of surveys.<\/td>\n<\/tr>\n
Reports<\/strong><\/td>\n\u2705 Yes\u2014Includes funnel charts, retention cohorts, heatmaps, and product usage reports.<\/td>\n\u2705 Yes\u2014Includes funnels charts, retention cohorts, paths, workflows, and visitor details.<\/td>\n<\/tr>\n
Session replays<\/strong><\/td>\n\u2705 Yes\u2014included as an add-on<\/td>\n\u2705 Yes\u2014included in higher tier plans<\/td>\n<\/tr>\n
User segmentation<\/strong><\/td>\n\u2705 Yes\u2014Can segment users based on their budget, their in-app activity, accounts, and more<\/td>\n\u2705 Yes\u2014Based on in-app actions, account tier, demographics, and more.<\/td>\n<\/tr>\n
Integrations and export<\/strong><\/td>\n\u2705 Yes\u2014It’s integrated with multiple platforms and can export data to your data warehouse via Heap Connect. It\u2019s great if you want to run SQL on Heap data or mix it with other sources.<\/td>\n\u26a0\ufe0f Limited\u2014Pendo has an API and supports many integrations (e.g. Salesforce, HubSpot, Slack, etc.), but direct data export to a warehouse is not a standard feature.<\/td>\n<\/tr>\n
Privacy and compliance<\/strong><\/td>\n\u2705 Yes\u2014Heap is GDPR, CCPA compliant and allows data anonymization. It can be self-hosted if needed and has features to ensure user privacy.<\/td>\n\u2705 Yes\u2014Pendo is also enterprise-ready with GDPR compliance and regional data hosting options. It lets you mask personally identifiable info.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n

While Heap\u2019s analytics tools are more robust and deep than Pendo\u2019s, Pendo is more focused on the product experience and collecting user feedback<\/a>. Which means this decision is more about how much you prioritize optimizing the in-app experience over the analysis area of your job.<\/p>\n

Pricing Comparison<\/strong><\/h3>\n

When it comes to pricing, Heap and Pendo are both high-tier products meant for bigger organizations with bigger budgets. Plus, they both offer a free plan to test out their products and services.<\/p>\n

However, their pricing models are different, which means the best value-for-money option will heavily depend on how you\u2019re going to use them.<\/p>\n

\n\n\n\n\n\n\n\n
<\/th>\nHeap<\/strong><\/th>\nPendo<\/strong><\/th>\n<\/tr>\n<\/thead>\n
Free Tier<\/strong><\/td>\nFree for ~10k sessions\/month (analytics only, limited usage).<\/td>\nFree for up to 500 MAUs (basic analytics & guides on one app).<\/td>\n<\/tr>\n
Pricing Model<\/strong><\/td>\nBased on the number of monthly sessions\u2014gets more expensive with more product usage<\/td>\nBased on MAUs + add-ons\u2014scales as you scale your customer base<\/td>\n<\/tr>\n
Add-ons<\/strong><\/td>\nHeatmaps\/ Session replays\/ Error analysis<\/td>\nLocalization\/ AI assistant\/ Experiments\/ Automations\/ Journeys\/ NPS surveys (in Base and Core plans)\/ API access\/ Data sync<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n

Since the exact prices of the paid plans are behind sales, it\u2019s hard to estimate which company offers the most cost-efficient plan for you.<\/p>\n

In general, Heap\u2019s model seems to be a better deal if your product isn\u2019t meant to be used very frequently and its usage is more predictable. Whereas, Pendo could be more valuable for you if your product is used daily and has a higher Average Purchase Value (APV), so you get more value out of each MAU.<\/p>\n

Also, consider the fact that Pendo has fewer add-ons in its analytics department, whereas Heap has heatmaps, session replays, and error analytics behind an extra paywall. This could skew your estimates depending on the scale of your business.<\/p>\n

When to choose Heap<\/h2>\n

In short, choose Heap if:<\/p>\n

\ud83d\udc49 Autocapture is a key requirement. <\/strong>Instead of having to set up your events from the beginning and hope they\u2019ll be right (spoiler: they won\u2019t), Heap lets you access any historic data you need, on demand, and without limits.<\/p>\n

\ud83d\udc49 Need an easy setup process.<\/strong> Maybe you\u2019re a small team or a PM without dedicated analytics engineers. Heap only needs you to install a snippet and, in minutes, you can start exploring user behavior.<\/p>\n

\ud83d\udc49 You frequently use detailed analytics reports like funnels, paths, and cohorts.<\/strong> Although Pendo also supports these, Heap\u2019s autocapture makes them more powerful. You can build a funnel on the fly to diagnose a sudden drop-off, see retention curves with more data, or do any ad-hoc query. You\u2019ll always have relevant data for these reports.<\/p>\n

\ud83d\udc49 Need to export data to a warehouse. <\/strong>From the two options, only Heap makes it easy to export data to your warehouse. If you need to send product usage data to BI tools, mixing it with revenue data, or feeding marketing automation, then Heap is the clear winner.<\/p>\n

\ud83d\udc49 You only need product analytics. <\/strong>If you already have a tool to handle in-app guidance, user feedback, and employee management, then Heap is the best fit for your tech stack.<\/p>\n

When to choose Pendo<\/strong><\/h2>\n

Likewise, choose Pendo if:<\/p>\n

\ud83d\udc49 You need a wider solution.<\/strong> If your job also involves creating guided product tours<\/a>, user onboarding, or collecting user feedback, then it’s better to use Pendo. This also includes getting access to additional analytics for surveys and in-app guides.<\/p>\n

\ud83d\udc49 You also <\/em>need portfolio management or product planning. <\/strong>Pendo also offers employee onboarding, product roadmaps<\/a>, and other features for validating product ideas. If these happen to be part of your needs as well, then Pendo is worth choosing.<\/p>\n

\ud83d\udc49 You have the budget and resources for a more complete platform.<\/strong> If you have stakeholder buy-in to invest in a tool that will serve as your unified product experience platform, and a team (or person) who will champion it internally, Pendo can deliver huge value. It\u2019s especially good if you don\u2019t want to stitch together multiple tools for analytics, onboarding, NPS, etc.<\/p>\n

Top alternative: Userpilot<\/strong><\/h2>\n

Userpilot <\/a>is an all-in-one product growth platform that includes actionable product analytics, autocapture, session replay, user feedback, and user engagement in one place. Essentially, it offers the best of Heap\u2019s analytics and Pendo\u2019s versatility without requiring coding skills.<\/p>\n

Here\u2019s a quick overview of its features:<\/p>\n