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Heap vs Snowflake Analytics comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Heap
Ranking in Web Analytics
5th
Average Rating
8.0
Number of Reviews
5
Ranking in other categories
No ranking in other categories
Snowflake Analytics
Ranking in Web Analytics
1st
Average Rating
8.4
Reviews Sentiment
7.2
Number of Reviews
40
Ranking in other categories
Cloud Data Warehouse (9th)
 

Mindshare comparison

As of August 2025, in the Web Analytics category, the mindshare of Heap is 5.9%, down from 6.4% compared to the previous year. The mindshare of Snowflake Analytics is 5.0%, down from 6.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Web Analytics
 

Featured Reviews

Janelle Block - PeerSpot reviewer
Monitors testing activities and perform roadmaps and ad-hoc requests
Heap is quite user-friendly, featuring a primarily no-code interface for primary stakeholders. Some technical skills are required for administrators. However, based on my experience, Heap's design effectively supports a self-service model, making it feasible for users to manage on their own Your data is only as good as how well you maintain it. If you want to keep a lean development team, you must invest in the right tools. In some business situations, where the team is small, and there is limited support for analytics, a highly effective tool is crucial. It is one of the fastest tools I've used for gaining insights without spending excessive time chasing data. I've resolved most issues on my own in a reasonable timeframe, improving the speed of servicing requests. Given its effectiveness, especially for teams with constraints, it's a worthwhile investment if you need a powerful tool that delivers insights quickly. Heap's recent acquisition by ContentSquare adds to its value, providing extensive integration options. Additionally, tools like Optimizely enable real-time testing and monitoring, helping to address common issues with testing programs, such as delays in analysis. This ensures that insights are surfaced and shared efficiently. As long as the backend data is properly tagged, a layperson seeking data can access insights quickly. They can generate reports and find the information they need within minutes. Overall, I rate the solution an eight-point five out of ten.
Paresh_Nayak - PeerSpot reviewer
Enables data-driven decision-making with robust features and effective scalability
The internal design engine and the columnar database are particularly valuable. These features reduce input and output memory, which is crucial in handling large data sets. The solution fulfills the business requirement for scaling and analytics. Snowflake Analytics supports data security with a single sign-on feature and complies with framework regulations, which is highly beneficial.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"An immensely useful feature is the retention graphs with the ability to generate retention data for individual features."
"The initial setup process was straightforward."
"The reporting has helped improve investor relations and let us quantify our growth and progress with ease."
"What I like best about it is the session replay feature. It saves a lot of time. I don't need to go and debug or replicate issues multiple times. We can go to the session replay for a few minutes. We can ask when the issue occurred, go to that time in the replay, and see whether the user made a mistake or if there's an app caching issue. That has been very helpful."
"Discerning application and UX weak points, driving better user retention."
"Heap enables one to easily track how customers use one's applications on both the web and mobile."
"With its ability to easily define user events, one can easily detect how one can better optimize one's product to drive better retention and feature use."
"You can track customer behavior with your project, such as how the customer envisions, navigates, uses CPA, and every touch point on the website. You can plan to optimize the phases and the customer behavior of the journey."
"It is quite a convenient tool."
"Scaling is very high – there's no problem for scaling purposes. The learning curve is very small. And there are a lot of advanced features like handling duplicates, security, data governance, data sharing, and data cloning."
"Features like the fact that the solution is very fast and available on the cloud are some of the valuable attributes of the solution."
"One of the valuable features is the solution’s time travel capability. The solution is highly stable. The solution is highly scalable. The initial setup is straightforward, and the deployment process is quick and efficient. I recommend the solution. Overall, I rate it a perfect ten."
"The most important feature is the warehouse functionality."
"It's not necessary to use a physical server."
"It's cloud-based technology, so users can spin it up a lot faster"
"Deployment is straightforward as it's a SaaS product. No maintenance required."
 

Cons

"Their analytics could be more user-friendly."
"The product could benefit from more advanced UI features."
"Based on my experience, there's some room for improvement. The application is a bit slow. Also, I must read through old documentation when I need to check for new features. It's not very user-friendly. Once you're in the application, it's easy because it has many features. But for first-time users, you have to go through all the documents, which can be challenging."
"It's more expensive."
"One notable absence in Snowflake's offerings is an on-premises solution."
"When we insert data into a large table, it takes a lot of time."
"AIML-based SQL prompt and query generation could be an area for enhancement."
"The solution's high price can be an area of concern that needs improvement."
"The tool should support EIM use cases. I guess the product is already working on it. I look forward to seeing inbuilt AI generative tools in the solution's future releases. The tool's price can be a little lower. The solution's on-premises support is also very limited. We have to rely on other support services to deploy it on-premises."
"Machine learning should be improved."
"Snowflake Analytics should probably have more built-in tools for master data management."
"The UI could be more user-friendly."
 

Pricing and Cost Advice

"Heap's pricing can be heavy according to the usage and requirements for control billing."
"The solution is expensive."
"The solution's pricing is affordable."
"I have been using free trial version."
"I rate the product's licensing cost a five or six on a scale of one to ten, where one is low price, and ten is high price."
"I rate the product price a seven on a scale of one to ten, where one is low price, and ten is high price."
"It's not costly if you configure it properly to ensure optimal performance. People don't configure it properly, which is why costs go up."
"The cost of Snowflake Analytics is low, any small organization can use it."
"The pricing is on the higher side."
"It is not overly expensive. I would rate the pricing a six out of ten, with ten being expensive."
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Top Industries

By visitors reading reviews
Computer Software Company
15%
Insurance Company
14%
Real Estate/Law Firm
11%
Financial Services Firm
9%
Computer Software Company
15%
Financial Services Firm
10%
Retailer
10%
Insurance Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for Heap?
It's pretty costly, and they use the common model of impressions. It's impression-based pricing, which can be costly for websites with high traffic.
What needs improvement with Heap?
From a user perspective, customizing the interface could offer more flexibility. Customizing and branding the visuals a little bit better would take them to the next level.
What advice do you have for others considering Heap?
Heap is quite user-friendly, featuring a primarily no-code interface for primary stakeholders. Some technical skills are required for administrators. However, based on my experience, Heap's design ...
What is your experience regarding pricing and costs for Snowflake Analytics?
Snowflake Analytics is quite economical. It does not appear to incur significant extra expenses beyond the solution's initial cost. However, a complete pricing analysis is still in progress.
What needs improvement with Snowflake Analytics?
The advantages of Snowflake Analytics outweigh the disadvantages. However, if it offered flexibility similar to Oracle and supported more heterogeneous data sources and database connectivity, it wo...
 

Comparisons

 

Overview

 

Sample Customers

Zendesk, Marketo, Ernst & Young, Salesforce
Lionsgate, Adobe, Sony, Capital One, Akamai, Deliveroo, Snagajob, Logitech, University of Notre Dame, Runkeeper
Find out what your peers are saying about Heap vs. Snowflake Analytics and other solutions. Updated: July 2025.
865,384 professionals have used our research since 2012.