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Google Cloud vs Modal Labs 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

Google Cloud
Ranking in Infrastructure as a Service Clouds (IaaS)
3rd
Average Rating
8.4
Reviews Sentiment
6.8
Number of Reviews
81
Ranking in other categories
PaaS Clouds (5th)
Modal Labs
Ranking in Infrastructure as a Service Clouds (IaaS)
18th
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 October 2026, in the Infrastructure as a Service Clouds (IaaS) category, the mindshare of Google Cloud is 5.1%, down from 6.2% compared to the previous year. The mindshare of Modal Labs is 0.7%, 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 (%)
Google Cloud5.1%
Modal Labs0.7%
Other94.2%
Infrastructure as a Service Clouds (IaaS)
 

Featured Reviews

AnjaneyaVara Prasad - PeerSpot reviewer
Solution Architect at a tech vendor with 10,001+ employees
Cloud services have reduced on‑prem hardware costs and now support flexible microservices workloads
Regarding potential areas of improvement for Google Cloud, considering that they are providing 300 plus services, some services could be improved. For example, if I am facing some network troubleshooting issue in GKE in Google Cloud, I have to dig deeply and enable some special logs, such as flow logs. To enable that, it is chargeable. At least for basic services, they should give end-to-end support. In terms of end-to-end support, if I am purchasing one firewall from Google and using that firewall, all firewall-related services should be free. If I want to troubleshoot something deep and perform deep troubleshooting, you have to enable some additional logs. That is not that good. If I have to enable additional logs and want to store them into Google Cloud storage, which is similar to an S3 bucket, it is again chargeable. Those kinds of things should be given as part of the package. If you take firewall, all firewall-related logs, activities, and diagnostics everything should come as one package. If you want to do some deep analysis, you have to enable these logs, and for that you have to store them in the cloud storage, which is again chargeable. We should not have those kinds of things.Regarding additional costs, it can vary case by case. If I want to do deep analysis, I have to enable some logs, and for those logs, Google is charging. I am already paying for my virtual firewall from Google, and I am paying the cost for that. If I want to do some further troubleshooting and enable some low-level logs, they are charging for that. So these are the kinds of things I am talking about. To do very deep-level troubleshooting and enable additional logs, they will be charging. Not only Google, but all clouds are charging for this. Functionality-wise, Google Cloud is fine. In terms of virtual machine deployment or VM instance, the functionality is good.
reviewer2855421 - PeerSpot reviewer
AI Engineer at a university with 10,001+ 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

"The solution's features are very good and our staff loves using them."
"What I like most about Google Cloud is its stability. I also like that its GUI works fine for my company."
"We are building our data solutions by using Google Cloud services, building analytics dashboards, and coming out with predictive analytics for education."
"One of the major benefits they have is high quality."
"Google Cloud offerings have a number of features which complement each other to provide very solid cloud feature sets."
"The solution is fairly easy to deploy."
"The solution is very stable, the performance is good, there are no bugs or glitches, and it doesn't crash or freeze, making it reliable."
"Cloud Run is pretty helpful."
"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 Google Cloud could provide more services."
"The price can be lowered significantly."
"Google Cloud should improve its security. The main challenge we've encountered is related to security. As a member of the security team, I've noticed some limitations in the security features. For example, the rules and signatures need to be more refined to detect and process attacks accurately."
"Sometimes the Google documents are difficult to learn from. Amazon has better support material."
"Google Cloud lacks some tools for database migration."
"The solution could be a bit cheaper."
"Google Cloud lacks some tools for database migration. I've only used MySQL and AWS in my career, so those are the only ones I can compare. AWS has a database migration tool that you can integrate with a cloud backup, so can take that backup and restore it in the AWS public cloud, but it's not the same with Google Cloud."
"The product could always be a little bit less expensive."
"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

"It's not really an expensive solution, but it would be better if there were more flexibility in the pricing model."
"Google Cloud should be divided into modules so that users can buy which module will satisfy them. The overall price of Google Cloud should be reduced, Microsoft is a little bit cheaper. However, if Google divided the cloud offering it would be better. For example, if someone wants to use only for OneDrive they should be able to purchase the service separately, it would reduce the price. There is a license required to use this solution for enterprises. There is a free account, which the users can increase the size of the space. Google cloud is used in most Android Mobile device operating systems."
"The licensing cost is based on the capacity we use."
"The solution is cheaper than AWS."
"The price of Google Cloud is affordable compared to others services. I pay monthly for the service."
"Google Cloud could be cheaper."
"They provide user-based licensing plans. Its plan could be less expensive."
"I don't pay for the license. For me, it's completely free."
Information not available
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Top Industries

By visitors reading reviews
Manufacturing Company
15%
Financial Services Firm
13%
Comms Service Provider
10%
Outsourcing Company
7%
University
18%
Outsourcing Company
10%
Construction Company
8%
Comms Service Provider
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business42
Midsize Enterprise10
Large Enterprise38
No data available
 

Questions from the Community

What needs improvement with Google Cloud?
I think perhaps the usability of Google Cloud could be one of the things that might get improved. In terms of not having to type the whole instruction I need to input to the system, just maybe some...
What is your primary use case for Google Cloud?
My main use case for Google Cloud would be using the functions and the Vertex AI functionality, so mostly AI research and AI deployment. For my AI research and deployment, I use Vertex AI to extrac...
What advice do you have for others considering Google Cloud?
On a scale of 1 to 10, I rate Google Cloud a nine. I choose nine because it combines a unique set of tools that are actually helpful and impactful on my daily work. Regarding Google Cloud's AI capa...
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

GCP
No data available
 

Overview

Find out what your peers are saying about Microsoft, Amazon Web Services (AWS), Google and others in Infrastructure as a Service Clouds (IaaS). Updated: October 2026.
917,403 professionals have used our research since 2012.