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ECS-Optimized Windows vs Snowplow 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

ECS-Optimized Windows
Ranking in AWS Marketplace
30th
Average Rating
9.0
Number of Reviews
3
Ranking in other categories
No ranking in other categories
Snowplow
Ranking in AWS Marketplace
21st
Average Rating
8.0
Number of Reviews
6
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of October 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 0.8% 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.
Neha Lall - PeerSpot reviewer
Product Analytics Lead at MSE Technology
Granular behavioral tracking has transformed how we understand user journeys and optimize funnels
Snowplow could be improved in a couple of areas. The Snowplow team is readily available and proactive, always jumping on calls to make changes, especially how we track consent and non-consent data for the EU market. One area of improvement could be its vast canvas, which might feel overwhelming and confusing to people who are less technical or are not sure how to best structure their data. Although Snowplow is powerful, getting value from this granular event data does require strong SQL skills and knowledge of the underlying data model. Therefore, making the data more accessible to less technical users could enhance intuitive self-service exploration, funnel visualization, and easier debugging of tracking issues, allowing product teams to gain insights without relying heavily on analysts. Snowplow could also automate most processes and implement smarter monitoring alerts for fallback. Better documentation and easier debugging when event tracking or schemas change would help, given that managing event definitions centrally can be a hassle when there is a breaking change. Having automated systems to inform users about changes in events or properties would make things smoother across teams.

Quotes from Members

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

Pros

"Our teams can scale at least 40% faster than before, accounting for waiting for it to boot and load everything."
"After deploying our Windows workloads using ECS-Optimized Windows on AWS, we saw improved reliability and measurable operational efficiencies."
"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."
"On a broader level, Snowplow has brought a lot of credibility to the analysis and dashboards that I have created, with the biggest positive impact being that it gives us reliable, centralized behavioral data that teams can use consistently."
"Snowplow has positively impacted my organization by enabling me to see user behavior in real time."
"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."
"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."
"One problem with ECS-Optimized Windows is that the image size is quite large."
"ECS-Optimized Windows can improve by giving us new generation instances rather than the old generation's AMD chips or other older technology."
"One area of improvement could be its vast canvas, which might feel overwhelming and confusing to people who are less technical or are not sure how to best structure their data."
"Snowplow can be improved by reducing the pricing, as it is currently too high."
"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."
"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."
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Top Industries

By visitors reading reviews
Construction Company
40%
Comms Service Provider
14%
Healthcare Company
9%
Manufacturing Company
9%
Construction Company
33%
Insurance Company
27%
Outsourcing Company
9%
Comms Service Provider
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?
Snowplow could be improved in a couple of areas. The Snowplow team is readily available and proactive, always jumping on calls to make changes, especially how we track consent and non-consent data ...
What is your primary use case for Snowplow?
I have been using Snowplow for the past four or five years. We migrated from Google Analytics to Snowplow, and our main use case for Snowplow is for tracking events for instrumentation. We also use...
 

Comparisons

No data available
 

Overview

Find out what your peers are saying about ECS-Optimized Windows vs. Snowplow and other solutions. Updated: September 2026.
915,341 professionals have used our research since 2012.