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Amazon AWS vs Modal Labs 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

Amazon AWS
Ranking in Infrastructure as a Service Clouds (IaaS)
2nd
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
260
Ranking in other categories
PaaS Clouds (2nd)
Modal Labs
Ranking in Infrastructure as a Service Clouds (IaaS)
22nd
Average Rating
8.0
Reviews Sentiment
2.3
Number of Reviews
1
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of June 2026, in the Infrastructure as a Service Clouds (IaaS) category, the mindshare of Amazon AWS is 15.1%, up from 12.8% compared to the previous year. The mindshare of Modal Labs is 0.8%, up from 0.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Infrastructure as a Service Clouds (IaaS) Mindshare Distribution
ProductMindshare (%)
Amazon AWS15.1%
Modal Labs0.8%
Other84.1%
Infrastructure as a Service Clouds (IaaS)
 

Featured Reviews

Asif  Meem - PeerSpot reviewer
Senior Machine Learning Engineer at sportsbet
Managed cloud services have helped accelerate experiments with flexible configuration options
Sometimes the costs associated with spinning up a service, especially managed services, have implications. For example, if I create a Glue job, that will create S3 buckets and other resources that have cost implications, but once I clean up a Glue job, it does not delete the other accessory resources. Sometimes, I have to go hunting for what resources Amazon AWS might have provisioned and how it is costing behind the scenes. It can be complex depending on your level of expertise. It is not as easy to get started, especially when it comes to secure practices. Amazon AWS is more hands-on than other platforms.
reviewer2855421 - PeerSpot reviewer
Research Engineer at a university with 5,001-10,000 employees
Low-friction compute has accelerated my prototyping and supports fast code evaluation runs
I don't have anything else to add about my main use case or how Modal Labs fits into my workflow. I don't want to add anything else about the features. I don't measure my outcomes with Modal Labs, but my experience has been pretty good for use cases where other providers, which usually involve renting out the full VM, is too much of a high-friction option. This being low-friction is valuable. I have no comments regarding Modal Labs's AI capabilities, specifically about its governance and security because I haven't used it in that context. Regarding Modal Labs's AI capabilities, I find its accuracy and reliability of output to be extremely reliable. I don't think there is anything to improve regarding accuracy because it is a provider. I use Modal Labs for experimentation on and off, and I do not properly deploy it. I did not purchase Modal Labs through the AWS Marketplace. I used the free tier. My advice to others looking into using Modal Labs is to try it, as they have thirty dollars of free credits every month. I give Modal Labs an overall rating of eight.

Quotes from Members

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

Pros

"Machine learning is a valuable feature."
"They release new solutions almost every quarter and you don't get that kind of innovation from an enterprise company."
"It's highly scalable. It's guaranteed 99.99% uptime, and it shows you can scale up or scale out whenever you need more space."
"The cloud storage based on S3 is one the most valuable services we have deployed since it allows us infinite scale in storage and extremely high durability."
"The scalability of Amazon AWS is excellent. I would rate it as a 10 out of 10 because they have massive power."
"It's quite stable and scalable, and the price is good as well."
"Our primary use case for Amazon AWS is for disaster recovery."
"The product is easy to use, and its availability and support are its biggest strengths."
"Modal Labs has positively impacted my organization and my work because I don't think there is any other provider that lets me attach it as functions, and I think it fits my workflow more naturally."
 

Cons

"I think the solution could be more user-friendly, like Microsoft products."
"One area that could be improved in Amazon AWS is its learning curve."
"Viewing a build could also be improved. It's not easy to follow up on your consumption and see how much you're paying and how much you will be paying."
"The pricing of AWS is very unclear; they make it quite confusing, and sometimes there are hidden charges."
"There is a bit of a learning curve."
"I'd like the solution to be more plug-and-play."
"There is room for improvement in pricing."
"Not all of the functionality is available in Europe and our customers in France want to be able to use features that are only available in the US."
"Modal Labs could be improved by not charging for the building of containers, as it turns out to be more expensive for certain use cases like mine where I have to try out many different containers."
 

Pricing and Cost Advice

"The price can be better."
"The pricing of AWS was attractive for us, so that's something that's okay at least for this transaction-based system. However, we still have some concerns about more data-driven applications or those that involve a lot of heavy uploading and downloading. So our whole data warehouse is still something that would not go into the cloud because of the pricing model."
"From a cost perspective, Amazon AWS is excellent. You need to pay for a license to use AWS, and the license could be cheaper, but in each of the cases and instances I've used AWS, there has been a good chance to save money."
"This is not an expensive product but it would be an improvement if the price were cheaper."
"It's expensive. It costs you an arm and a leg."
"There are many variables involved in pricing service in AWS and overall the pricing is a bit on the higher side."
"It is comparable if you add in the price structure to an on-prem solution."
"If I was going to compare the cost of Amazon AWS to Microsoft Azure, they are approximately the same."
Information not available
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Comparison Review

it_user8586 - PeerSpot reviewer
Engineer at a tech consulting company with 51-200 employees
Aug 14, 2013
Amazon vs Rackspace vs Microsoft vs Google: Cloud Hosting Services Comparison
Amazon Web Services, Rackspace OpenStack, Microsoft Windows Azure and Google are the major cloud hosting and storage service providers. Athough Amazon is top of them and is oldest in cloud market, Rackspace, Microsoft and Google are giving tough competition to each other and to Amazon also for…
 

Top Industries

By visitors reading reviews
Financial Services Firm
14%
Manufacturing Company
10%
Construction Company
9%
Outsourcing Company
6%
University
19%
Construction Company
12%
Computer Software Company
10%
Educational Organization
10%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business131
Midsize Enterprise48
Large Enterprise120
No data available
 

Questions from the Community

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Also Known As

Amazon Web Services, AWS
No data available
 

Overview

 

Sample Customers

Pinterest, General Electric, Pfizer, Netflix, and Nasdaq.
Information Not Available
Find out what your peers are saying about Microsoft, Amazon Web Services (AWS), Google and others in Infrastructure as a Service Clouds (IaaS). Updated: May 2026.
900,747 professionals have used our research since 2012.