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Microsoft Clarity vs Snowflake Analytics comparison

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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

Microsoft Clarity
Ranking in Web Analytics
14th
Average Rating
7.0
Number of Reviews
1
Ranking in other categories
No ranking in other categories
Snowflake Analytics
Ranking in Web Analytics
6th
Average Rating
8.4
Reviews Sentiment
7.1
Number of Reviews
44
Ranking in other categories
Cloud Data Warehouse (11th)
 

Mindshare comparison

As of November 2026, in the Web Analytics category, the mindshare of Microsoft Clarity is 1.8%, down from 2.2% compared to the previous year. The mindshare of Snowflake Analytics is 3.7%, down from 3.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Web Analytics Mindshare Distribution
ProductMindshare (%)
Snowflake Analytics3.7%
Microsoft Clarity1.8%
Other94.5%
Web Analytics
 

Featured Reviews

Suleyman Suleyman - PeerSpot reviewer
QA Automation Lead at Mashvisor
Heat maps have guided user behavior insights but session replays still need more accurate rendering
The heat map functionality is very valuable. For example, in our application there is a search box where users write an address, and it searches at the state or city level. If there is a bug in our input box, it has very high critical severity. These are the things I use it for. I can also see in which state our application is used the most. We have 16 or 18 projects in our Meshvisor, and I can see which applications are used most by users. If an application is not valued by people, there is no need to dedicate much time to it.
Hemanthreddy Vakiti - PeerSpot reviewer
Data Engineer at a tech vendor with 10,001+ employees
Daily restaurant dashboards have become faster and now support simultaneous team analytics
Some of the best features of Snowflake Analytics is how it is separated for compute and storage, which allows multiple teams to run queries without performance impact. Our project has more than nine or ten teams, so if a team is working on a particular dashboard and another team wants to work on Snowflake Analytics, they can easily work on it without disturbing the work of one team, ensuring that the work can be consistent and multiple users can use the tool simultaneously. This is one of the main features I appreciate about Snowflake Analytics.The other aspect is how the query performance is high due to its columnar storage and also automatic optimization, allowing for scaling down during weekdays when there is less data and scaling up during weekends or festivals when the data can be huge. Because of this automatic scaling, if there is less data, we are using only 5 GB instead of 10 GB, which reduces the storage level, and consequently, the cost can be reduced. This automatic scaling and optimization saves us a huge amount of money for our project. Snowflake Analytics has impacted our organization positively by providing faster query performance and better scalability. Previously, we faced issues with slow queries due to traditional systems, but within Snowflake, we can assign separate virtual warehouses for reporting as well as data processing, ensuring that it does not impact tool performance and does not delay reporting to business users. Analysts can run complex queries without affecting ETL workloads due to this separation, which has improved our speed of reporting, and our business users have expressed happiness due to how fast we are generating reports during peak hours.

Quotes from Members

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

Pros

"I use Microsoft Clarity to watch these videos on a weekly basis to understand what users are experiencing."
"Time Travel and Snowpipe are good features."
"It's cloud-based technology, so users can spin it up a lot faster"
"Snowflake Analytics is pretty easy to use with the connectors for integration with the tools and systems in my company."
"Snowflake Analytics has played a major role in improving our data model transformations, increasing our productivity by allowing us to do things very quickly and receive results rapidly, and reducing the time and effort required for coding compared to traditional methods and Python."
"The most valuable features of Snowflake for our data analytics are its time travel capability, allowing easy data recovery, and its automatic optimization of partitioning and clustering."
"Its structure aids in storing, managing, and analyzing large datasets in the cloud, using various relationships like one-to-one and many-to-one, ensuring consistency in the data structure."
"The most important feature is the warehouse functionality."
"The latest interface of Snowsight UI has added good capabilities and the interface is excellent."
 

Cons

"Sometimes when I watch the videos, I can see that because of CSS issues, Microsoft Clarity is also showing some UI elements in incorrect places."
"The pricing visibility is complex. If you understand pricing, you can estimate costs, but if not, it can be challenging."
"Moving data from legacy systems to Snowflake is not that easy. There are some cases where processors are not actually compatible with Snowflake."
"The UI must be improved."
"Machine learning in Snowflake isn't as advanced as in other products. I haven't heard of any successful industry-wide use cases of machine learning implemented in Snowflake. It might take a couple of years to reach the same level as Databricks."
"One notable absence in Snowflake's offerings is an on-premises solution."
"For modeling of data as well as for AI and predictive analytics, they need to improve their integration into different Python and Jupyter notebooks."
"The platform could work easier for AI implementation compared to one of its competitors."
"There are issues while loading data from Snowflake Analytics to the Power BI reporting, and it doesn't get loaded directly."
 

Pricing and Cost Advice

Information not available
"The cost of Snowflake Analytics is low, any small organization can use it."
"The tool is quite expensive."
"The product's pricing is subjective."
"It is an expensive solution, but the kind of usability and flexibility it proactively provides for the organizations justify the price."
"The solution's price is high and I would rate it an eight out of ten."
"Snowflake Analytics is a little more costly than Azure."
"On a scale of one to ten, where one is a low price, and ten is a high price, I rate the pricing a seven. The solution's pricing is high."
"The solution's pricing is affordable."
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Top Industries

By visitors reading reviews
No data available
Construction Company
16%
Outsourcing Company
14%
Financial Services Firm
11%
Comms Service Provider
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business11
Midsize Enterprise13
Large Enterprise23
 

Questions from the Community

What needs improvement with Microsoft Clarity?
Sometimes when I watch the videos, I can see that because of CSS issues, Microsoft Clarity is also showing some UI elements in incorrect places. I captured a bug when I watched the video in Clarity...
What is your primary use case for Microsoft Clarity?
I am using Microsoft Clarity for its heat map functionality to understand general user habits and where our users and customers are using the application most across different pages. When there is ...
What advice do you have for others considering Microsoft Clarity?
I am a QA engineer with more than six years of experience as an automation engineer using programming languages to automate testing, and more than ten years of experience in manual testing. My revi...
What is your experience regarding pricing and costs for Snowflake Analytics?
The pricing for Snowflake Analytics is reasonable, but as I am not part of the management team, I am not certain about our organization's exact costs. Overall, the return on investment for this too...
What needs improvement with Snowflake Analytics?
One improvement Snowflake Analytics could benefit from is in cost, particularly during peak hours. Sometimes, due to its automatic scalability, we think it has scaled up, but it does not always hap...
What is your primary use case for Snowflake Analytics?
I am using Snowflake Analytics because we are already using Snowflake for data engineering and data warehousing tasks, and we are using it for analytics as well as business intelligence reporting. ...
 

Overview

 

Sample Customers

Information Not Available
Lionsgate, Adobe, Sony, Capital One, Akamai, Deliveroo, Snagajob, Logitech, University of Notre Dame, Runkeeper
Find out what your peers are saying about Amplitude, Glassbox, Google and others in Web Analytics. Updated: October 2026.
920,574 professionals have used our research since 2012.