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Google Analytics 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

Google Analytics
Ranking in Web Analytics
4th
Average Rating
8.6
Number of Reviews
16
Ranking in other categories
Cross-Channel Attribution Providers (1st)
Snowflake Analytics
Ranking in Web Analytics
3rd
Average Rating
8.4
Reviews Sentiment
7.1
Number of Reviews
44
Ranking in other categories
Cloud Data Warehouse (12th)
 

Mindshare comparison

As of July 2026, in the Web Analytics category, the mindshare of Google Analytics is 11.5%, down from 12.2% compared to the previous year. The mindshare of Snowflake Analytics is 3.4%, down from 5.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Web Analytics Mindshare Distribution
ProductMindshare (%)
Snowflake Analytics3.4%
Google Analytics11.5%
Other85.1%
Web Analytics
 

Featured Reviews

Navcharan Singh - PeerSpot reviewer
Assistent Seo Manager at RTDS
Have improved decision-making with effective reporting
Several positive aspects about the product stand out as advantages. Valuable insights can be gained from the unsampled reports available in the product. The cloud type needs to be specified whether it's public, private, or hybrid. The overall rating for Google Analytics 360 is 9 out of 10, where 10 represents the best product.
Garima Goel - PeerSpot reviewer
Associate Principal Engineer at Nagarro
Have created secure cloud-based data lakes and improved real-time data processing using integrated AI features
There are many capabilities which Snowflake Analytics offers that I find valuable, such as the storage and compute engine that allows working with any cloud system such as AWS or Azure, alongside its efficiencies in storage computation and cost-effectiveness, which saves money compared to on-premise systems. We also have features such as pre-cached results, Time Travel, and fail-safe, which are very useful for restoring data if deleted accidentally, and the streams and data pipes that facilitate real-time ingestion are great features as well. Snowflake Analytics offers multiple new connectors, allowing me to connect it with Kafka, and with Snowpark, I can work with any programming language such as Python, Java, or Scala for data processing and analysis. The data sharing feature offered by Snowflake Analytics is good because it allows sharing specific sets of data to end customers or users from different Snowflake Analytics accounts without exposing the entire dataset for data security reasons. Snowflake Analytics' support for machine learning models and real-time insights has enhanced significantly. Originally, it wasn't strong in AI/ML, but now it has multiple models and forecasting capabilities, providing good competition to tools such as Databricks and Spark. In BI, I have worked majorly with Microsoft Power BI, and the integration with Snowflake Analytics is very easy. The way we integrate Snowflake Analytics with other on-premise systems just requires the warehouse details, username, passwords, and the account name, along with multiple options such as client ID and credentials for logging in and creating a session. The end-to-end encryption provided by Snowflake Analytics is very important because, in my previous firm, working in finance and investment management, data encryption is necessary due to the sensitive nature of customer data and the involvement of people's money. It's crucial to have encryption in transit and at rest, along with data masking features which Snowflake Analytics offers.

Quotes from Members

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

Pros

"The User Explorer is a definite favorite because it allows us to pinpoint a user and check their entire journey through our website including all the events triggered and the pages visited."
"Every online business needs to know where traffic is coming from and what it does when it gets to you."
"In my opinion, Google Analytics fulfills the role it plays in a good way."
"We have increased our visits, views, and average stay on site time, which has led to an increase in revenues, and better targeting of our digital marketing campaigns."
"Tracking of the website visitors and web page analysis became an easy task."
"The customizable reporting feature is important in general, and it helps with making data-driven decisions."
"We found that the source and medium report is very useful when we are analyzing paid and organic campaign performance."
"Once you get the hang of GA, you can really use it to your advantage."
"I am impressed with the product's data-sharing feature."
"Snowflake Analytics is pretty easy to use with the connectors for integration with the tools and systems in my company."
"It is an all-in-one platform that provides the capabilities needed for various analytics tasks, including data warehousing for machine learning."
"Considering everything I have accessed, the product's dashboard is good since it provides multiple good options, including customization options."
"While we've done many complex implementations, Snowflake always has a way of simplifying things."
"It ensures the optimization of the application development while maintaining the user-friendly nature of its UI."
"The advanced features like time travel, zero copy cloning and scalability have been most useful. Snowflake requires zero maintenance for Data Warehousing on the cloud system."
"The solution auto-scales and it provides concurrency."
 

Cons

"Sometimes, the statistics are not updated in real-time and it takes a little time. There are pages where it updates faster than others."
"One area that Analytics falls short is in creating a report archive."
"Some spam data is messing up the analytics report; Google should remove spam data."
"They can improve their Android app."
"It would be nice if Google Analytics provided all statistics, rather than a segment of the statistics."
"While it provides a lot of data, the data is not always accurate. So data accuracy could definitely be improved."
"The sampling of data is definitely a pain point since we don't have an actual understanding of the data."
"Not the right product if you need detailed click stream analysis or integration with your firm's customer segmentation."
"We were experiencing errors while running reports and making connections."
"End-to-end execution of jobs isn't possible with Snowflake, which means we have to do some customization."
"Machine learning should be improved."
"If you have a lot of computations, Snowflake becomes costlier."
"AIML-based SQL prompt and query generation could be an area for enhancement."
"The scheduling of jobs requires improvement, particularly in terms of the user interface which currently lacks certain features found in comparable platforms."
"The pricing visibility is complex. If you understand pricing, you can estimate costs, but if not, it can be challenging."
"I would prefer Snowflake Analytics to improve their support response times, as sometimes the responses we receive are not very prompt and ticket assignments may not be timely."
 

Pricing and Cost Advice

"The installation cost is really low and does not require a team with a super performance to run."
"Snowflake Analytics is not an expensive solution, and its pricing is average."
"Snowflake Analytics is a little more costly than Azure."
"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."
"I rate the product price a seven on a scale of one to ten, where one is low price, and ten is high price."
"Snowflake charges per query, which amounts to a very minor cost, such as $0.015 per query."
"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 pricing is on the higher side."
"It is an expensive solution, but the kind of usability and flexibility it proactively provides for the organizations justify the price."
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906,852 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Computer Software Company
10%
Comms Service Provider
9%
Construction Company
8%
Financial Services Firm
8%
Construction Company
16%
Financial Services Firm
8%
Outsourcing Company
8%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business15
Midsize Enterprise2
Large Enterprise1
By reviewers
Company SizeCount
Small Business11
Midsize Enterprise13
Large Enterprise23
 

Questions from the Community

What needs improvement with Google Analytics?
My general rating for Google Analytics 360 is nine out of ten, where ten is the best. This is the most important question regarding room for improvement. They could add new features or enhance exis...
What is your primary use case for Google Analytics?
For Google Analytics 360, I can describe a few use cases and their purposes.
What advice do you have for others considering Google Analytics?
Several positive aspects about the product stand out as advantages. Valuable insights can be gained from the unsampled reports available in the product. The cloud type needs to be specified whether...
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. ...
 

Also Known As

Google Attribution 360, Google Analytics 360, GA4
No data available
 

Overview

 

Sample Customers

Air Show Buzz, AlfaStrakhovanie, Amari, Global Tech LED, Klarna, La Tienda, Nissan Motor Company, Rasmussen College, Shoes of Prey, Twiddy
Lionsgate, Adobe, Sony, Capital One, Akamai, Deliveroo, Snagajob, Logitech, University of Notre Dame, Runkeeper
Find out what your peers are saying about Google Analytics vs. Snowflake Analytics and other solutions. Updated: June 2026.
906,852 professionals have used our research since 2012.