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CloudLabs vs Snowplow 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

CloudLabs
Ranking in AWS Marketplace
71st
Average Rating
8.6
Number of Reviews
3
Ranking in other categories
No ranking in other categories
Snowplow
Ranking in AWS Marketplace
22nd
Average Rating
8.0
Number of Reviews
5
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of August 2026, in the AWS Marketplace category, the mindshare of CloudLabs is 0.2%, down from 0.4% compared to the previous year. The mindshare of Snowplow is 0.2%, down from 0.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AWS Marketplace Mindshare Distribution
ProductMindshare (%)
Snowplow0.2%
CloudLabs0.2%
Other99.6%
AWS Marketplace
 

Featured Reviews

Akashkhurana Hirana - PeerSpot reviewer
Senior Software Engineer 2 at Porch
Hands-on cloud labs have transformed my training and save hours on every learning project
The best features CloudLabs offers, in my opinion, include being cloud-based and accessible from anywhere, which eliminates the need for local installation. It is cost-effective, and unlike other training platforms that focus solely on teaching, CloudLabs provides hands-on learning in a realistic environment that is easy for anyone to understand. Additionally, it has progress tracking for monitoring my completion and assignments that are designed as small tests after modules, which are optional. The hands-on learning feature in CloudLabs is exceptional compared to other platforms where learning is primarily theoretical, with trainers explaining concepts. CloudLabs provides labs integrated with GCP, AWS, and Microsoft Azure, allowing users to create their own work in a cloud environment without needing local installation. For example, I created multiple agents that interacted with each other all within the cloud environment. CloudLabs has positively impacted my organization by allowing everyone to get hands-on training. Without CloudLabs, we could only do training without practical experience. Now, I gain hands-on experience without significant installations on my systems, enhancing the knowledge of my teammates and everyone in my organization. It has also reduced hardware costs, which is a beneficial aspect.
KK
Product Owner at Karine Caimo
Data teams have gained full control over real‑time user behavior tracking for advertising insights
Snowplow offers the best features in that you are completely free to make your own data model, track the way you want to track, and control the way the data comes to Snowflake so you are the complete owner of the raw data without being forced into a certain data model. Having that level of flexibility impacts our team's work and projects as we needed quite a lot of people that were really good in Snowplow. However, from the moment that you completely understood the technical aspects, you were completely free to set up your own Snowplow environment and track the way you wanted to track and what you wanted to track, which is not possible with Google Analytics and Adobe Analytics, for example. Snowplow has impacted my organization positively, very well. For DPG Media, it is the most important data source that we have, delivering a lot of value in the company. We are making data mesh products on this data all over the company. I think for advertisement, it is really the most important source of data.

Quotes from Members

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

Pros

"CloudLabs provides a good experience and is a solid platform; it saves my time, builds my skills, and enhances my technical knowledge."
"CloudLabs is the best in the market for labs and hands-on experience."
"In terms of efficiency improvements, I estimate around eighty percent of patients and doctors' time has been saved because previously, they spent a lot of time waiting for report deliveries, but now, through patient-centric reporting, reports are delivered instantly."
"Snowplow is doing perfectly what it says it is doing; it meets everything it promises and develops the product all the time."
"Snowplow is excellent at what it is designed for: full control over data collection and processing, strong schema-driven tracking, and works really well with warehouse-first stacks like Google BigQuery."
"Snowplow has impacted my organization positively, very well. For DPG Media, it is the most important data source that we have, delivering a lot of value in the company."
"We have a lot more insight into our user behaviour and can now make the correct decisions."
"Snowplow has positively impacted my organization by enabling me to see user behavior in real time."
 

Cons

"CloudLabs can be improved by reducing its dependency on internet connectivity, which is currently a significant issue, and also by addressing the pricing structure, as costs per visit may become expensive for high-volume labs."
"However, there are areas where CloudLabs can be improved. In some labs, the instructions are not very clear, which can be confusing at times."
"CloudLabs is perfect for me, and I have no suggestions for improvement."
"Setup is challenging because getting the pipeline infrastructure right is hard."
"The only issue that we had at a certain moment was that Snowplow was offering more services and asking us to pay more, but we did not use all these services."
"Maintenance overhead was high, debugging and schema management were time-consuming, and there were increasing security concerns due to it no longer being actively maintained."
"Snowplow can be improved by reducing the pricing, as it is currently too high."
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Top Industries

By visitors reading reviews
Construction Company
36%
Insurance Company
22%
Financial Services Firm
6%
Healthcare Company
5%
Construction Company
36%
Insurance Company
29%
Comms Service Provider
7%
Healthcare Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

What needs improvement with CloudLabs?
CloudLabs is perfect for me, and I have no suggestions for improvement. It is very easy to learn compared to other platforms in the market. However, there could be advantages to adding AI-powered a...
What is your primary use case for CloudLabs?
My main use cases for CloudLabs are training, experimenting, software development, and learning. I use it for training, experiments, software development, practice, and learning. CloudLabs is integ...
What advice do you have for others considering CloudLabs?
CloudLabs has saved considerable time. As a senior software engineer, if I had to install everything locally, it would take considerable time. Instead, the environment is already set up, so I can w...
What needs improvement with Snowplow?
The setup process is an area for improvement because getting the pipeline infrastructure right is hard.
What is your primary use case for Snowplow?
I use it for product analytics such as tracking clicks and page views, as well as providing a customer 360.
 

Comparisons

No data available
No data available
 

Overview

Find out what your peers are saying about CloudLabs vs. Snowplow and other solutions. Updated: June 2026.
909,948 professionals have used our research since 2012.