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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)
17th
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 August 2026, in the Infrastructure as a Service Clouds (IaaS) category, the mindshare of Amazon AWS is 14.3%, down from 15.1% 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 AWS14.3%
Modal Labs0.8%
Other84.9%
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
AI 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

"I'm just a customer and an end-user; I'd highly recommend the solution to other users as one of the best cloud options out there right now."
"So far, so good, it has met every challenge we have provided, it has worked, never failed, we have never experienced any kind of downtime, and we are very happy so far."
"It's easy to manage. We can use a wide range of technologies with AWS."
"The documentation is very good."
"You can build and release applications quickly with AWS instead of waiting for months to get the necessary hardware. That's the real benefit. The time-to-market for developing applications is much shorter."
"I like the flexibility of this solution."
"AWS definitely helped me to help my customers adopt a cloud strategy smoothly and in a timely manner."
"Lambda is very powerful and it is also typically used as a mobile backend."
"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

"There is a feature called Kinesis, which has to do with image processing. There are a few artificial intelligence tools that Amazon AWS should improve on."
"It is difficult to hand over legacy applications when migrating them to the cloud."
"The solution could offer better integration capabilities."
"An integrated platform would make it easier for administrators to monitor and manage."
"The technical support has been challenging."
"What I would like to improve about Amazon AWS is the pricing, which is quite expensive for us, and we would definitely try to lower our spending because we are using quite a lot of our budget on Amazon AWS."
"Amazon AWS is a very poor product for students. Microsoft Azure is a better solution."
"Like anything, failures happen every once in a while."
"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 tool is expensive."
"Licensing can be purchased on a yearly basis, which is an auto-renewal. We also have an on-demand on-pay purchase."
"The price for AWS is good."
"The pricing is expensive."
"Reasonably priced and comparable to similar services."
"Its pricing model is too complex."
"As a startup business, it's very well priced, but if a number of transactions go up, clients have voiced that they are in a situation and feel a type of pressure and desire to move out of AWS."
"The license for Amazon AWS is expensive. I am currently using the free version."
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
12%
Manufacturing Company
10%
Construction Company
9%
Outsourcing Company
7%
University
21%
Outsourcing Company
9%
Construction Company
9%
Computer Software Company
7%
 

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

How does OpenShift compare with Amazon AWS?
Open Shift makes managing infrastructure easy because of self-healing and automatic scaling. There is also a wonderful dashboard mechanism to alert us in case the application is over-committing or ...
How is SAP Cloud Platform different than Amazon AWS?
How is SAP Cloud Platform different than Amazon AWS? Amazon AWS offers options both in terms of upgrading and expanding capabilities as well as acquiring greater storage space. These upgrades can ...
Looking to compare Google Firebase, Amazon AWS, and Microsoft Azure
We like Google Firebase hosting and authentication and also the excellent cloud functionality. Our team found the flexibility of handling and dealing with the database through EDL to be very useful...
What needs improvement with Modal Labs?
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. ...
What is your primary use case for Modal Labs?
My main use case for Modal Labs is to accelerate my prototypes because I find it effective. A specific example of a prototype I accelerated using Modal Labs is when I wanted to run evaluations for ...
What advice do you have for others considering Modal Labs?
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, ...
 

Comparisons

 

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: August 2026.
908,834 professionals have used our research since 2012.