No more typing reviews! Try our Samantha, our new voice AI agent.

ECS-Optimized Windows 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

ECS-Optimized Windows
Ranking in AWS Marketplace
34th
Average Rating
9.0
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 ECS-Optimized Windows is 0.2%, up from 0.0% 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%
ECS-Optimized Windows0.2%
Other99.6%
AWS Marketplace
 

Featured Reviews

SC
Student at Rochester Institute of Technology
Preconfigured containers have cut licensing costs and now save our team time with faster booting
ECS-Optimized Windows can improve by giving us new generation instances rather than the old generation's AMD chips or other older technology. It should use the new generation instances, and it should also modernize the storage and the file systems that it is using because those are very old and sometimes problematic. It should also improve or add advanced configurations to the things that we are doing so it can help us and give us more efficiency and productivity in our team. It should give us good analysis, particularly more detailed analysis, with the AWS tools because it is operated by AWS. It is cloud-based, and we are getting it from AWS, so they should also integrate it with AWS better.
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

"After deploying our Windows workloads using ECS-Optimized Windows on AWS, we saw improved reliability and measurable operational efficiencies."
"Our teams can scale at least 40% faster than before, accounting for waiting for it to boot and load everything."
"ECS-Optimized Windows has positively impacted my organization because I have been using it for proof of concepts and it increases the speed of running them because I do not have to worry about creating my own image."
"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."
"Snowplow is doing perfectly what it says it is doing; it meets everything it promises and develops the product all the time."
"Snowplow has positively impacted my organization by enabling me to see user behavior in real time."
"We have a lot more insight into our user behaviour and can now make the correct decisions."
"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."
 

Cons

"Improvements for ECS-Optimized Windows could include faster Windows patch cycles, a lighter AMI footprint for quicker boot times, better visibility into container-level performance metrics, and improved cost optimization guidance."
"ECS-Optimized Windows can improve by giving us new generation instances rather than the old generation's AMD chips or other older technology."
"One problem with ECS-Optimized Windows is that the image size is quite large."
"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."
"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."
report
Use our free recommendation engine to learn which AWS Marketplace solutions are best for your needs.
909,725 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Construction Company
41%
Comms Service Provider
11%
Manufacturing Company
10%
Healthcare Company
10%
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 is your experience regarding pricing and costs for ECS-Optimized Windows?
I think ECS includes licenses, so it reduces the stress. Also, the cost is very low, at $0.04 per hour per version of the CPU. We can also get our own license. It follows the BYOL method. I told yo...
What needs improvement with ECS-Optimized Windows?
ECS-Optimized Windows can improve by giving us new generation instances rather than the old generation's AMD chips or other older technology. It should use the new generation instances, and it shou...
What is your primary use case for ECS-Optimized Windows?
My main use case for ECS-Optimized Windows involves utilizing the machines offered by AWS, which means a workload like the image of Windows, exactly. It is provided by AWS with right-sizing for the...
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 ECS-Optimized Windows vs. Snowplow and other solutions. Updated: June 2026.
909,725 professionals have used our research since 2012.