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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

"AWS's security model, including IAM or security groups, has contributed to our organization's compliance. It manages authentication, permissions, and overall security posture, which helps us maintain compliance."
"Everything is good. It is easy to use. The performance is good. It's also very economical."
"Our primary use case is to use the solution for running many relatively small instances for back office applications and various other business important applications."
"Everything is good in this solution."
"Some of the valuable features I have found to be the virtual server is easy to understand, a secure environment, and AWS has a fast community for finding solutions to problems you might be facing."
"It is stable."
"AWS has reduced our costs and maintenance requirements."
"AWS has a stronger focus on business solutions than either GCP or Azure, and in many of the solutions I have used, which is why in many cases I have switched from using other clouds to AWS."
"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

"Setup is somewhat complex."
"Amazon AWS would be improved if it were more stable and if customer support's responses were faster."
"The interface is relatively complex."
"The price, in general, could be better."
"I would say support is average. A lot of times I would prefer a better turnaround time in terms of the response we're getting, it should be faster."
"Amazon AWS is a very poor product for students. Microsoft Azure is a better solution."
"The sorting model in AWS is a little bit complicated. When you are going through any component, you can get some surprising results."
"One thing that's a bit different is that we're still accustomed to speaking to someone directly. AWS doesn't offer that kind of support. It's only through bots."
"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

"When compared to GCP, Google, or Azure, the price could be lower."
"It's expensive."
"We are on an annual subscription for Amazon AWS."
"We need to pay for everything. If someone is a personal user, they get one year free. But if you are using this as a professional or enterprise solution, then your company has to pay. The license pricing is comparable to that of competitors'."
"AWS is not an expensive product."
"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."
"It is very expensive, you have to be very cautious."
"It is comparable if you add in the price structure to an on-prem solution."
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
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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.
900,644 professionals have used our research since 2012.