Google Cloud vs Modal Labs comparison

Google and Modal Labs are both solutions in the Infrastructure as a Service Clouds (IaaS) category. Google is ranked #3 with an average rating of 8.6, while Modal Labs is ranked #22. Google holds a 4.4% mindshare in ISI, compared to Modal Labs’s 0.8% mindshare. Additionally, 97% of Google users are willing to recommend the solution, compared to 100% of Modal Labs users who would recommend it.

Google Cloud

Read 81 Google Cloud reviews

12,645 Views
8,346 Comparison Views

97% willing to recommend

Modal Labs

Read 1 Modal Labs review

848 Views
848 Comparison Views

100% willing to recommend

Google Cloud

Modal Labs

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Executive Summary

We performed a comparison between Google Cloud and Modal Labs based on real PeerSpot user reviews.

Find out what your peers are saying about Microsoft, Amazon Web Services (AWS), Google and others in Infrastructure as a Service Clouds (IaaS).

To learn more, read our detailed Infrastructure as a Service Clouds (IaaS) Report (Updated: May 2026).

Buyer's Guide

Infrastructure as a Service Clouds (IaaS)

May 2026

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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

Ranking in other categories

PaaS Clouds (4th)

Modal Labs

Ranking in Infrastructure as a Service Clouds (IaaS)

22nd

Average Rating

8.0

Reviews Sentiment

2.3

Number of Reviews

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 Google Cloud is 4.4%, down from 8.7% 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
Product	Mindshare (%)
Google Cloud	4.4%
Modal Labs	0.8%
Other	94.8%

Infrastructure as a Service Clouds (IaaS)

Featured Reviews

AnjaneyaVara Prasad

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.

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reviewer2855421

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.

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Quotes from Members

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

Pros

"I find Google Cloud to be more manageable and cost-effective compared to other solutions, offering good availability and scalability."

"The price of Google Cloud is affordable compared to others services."

"The most valuable features of Google Cloud for us are the integration with Kubernetes, IAM, Istio integration, and Terraform capabilities."

"It's easy to deploy next-generation applications on Google Cloud, and customers can also use various cloud tools to optimize their operations and generate more insights to do business much smarter."

"The speed, security, and performance of Google Cloud are excellent."

"I have found almost everything valuable, as most cloud products are moving in this direction, including artificial intelligence, blockchain, and security."

"It is stable. It is easy to learn and very straightforward."

"This is a solution that's so easy to expand when you need it to. It's the best I've ever seen. It's much better than Azure."

More Google Cloud pros

"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

"The solution should be more configurable for high-volume databases."

"I would like for this solution to improve its user interface and documentation."

"Monitoring and usage reporting could be improved."

"The security of the solution can always be improved."

"In terms of Google services, providing more hypervisors would be beneficial."

"From my point of view, the security features could be improved."

"Currently, in my region, they don't offer many services as they have just started. They need to wait on that."

"Google Cloud could be cheaper."

More Google Cloud cons

"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

"For the license, we didn't have to pay for any additional fees."

"Pricing is high compared to other solutions."

"We approached Google Cloud with certain cost assumptions but were surprised to find that our actual expenses were higher than expected. Initially, we had anticipated spending a set amount on the solution, but in reality, we ended up spending more than that. It would be helpful to have greater transparency and educational documentation on the cost-related aspects of Google Cloud."

"Pricing for Google Cloud could be improved. It would be better if it were lower."

"The licensing for Google Cloud seems to be quite cheap and they're actually quite reasonable in comparison to Azure, which, as it turns out, is quite expensive. Even though Azure has a data center in South Africa it's still quite costly. There's no scaling, so if you go with the VM, you pay 2500 Rand. When you add another VM, it's another 2500 Rand even though you don't use the whole thing. With Google, you can go up as incrementally as you need to, even if it's just 30 Rand."

"The licensing cost is based on the capacity we use."

"The pricing is rated a six out of ten."

"I don't pay for the license. For me, it's completely free."

More Google Cloud pricing and cost advice

Information not available

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Top Industries

By visitors reading reviews

Manufacturing Company

15%

Financial Services Firm

13%

Comms Service Provider

10%

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 Size	Count
Small Business	42
Midsize Enterprise	10
Large Enterprise	38

No data available

Questions from the Community

What needs improvement with Google Cloud?

See all answers

What is your primary use case for Google Cloud?

The main requirement from my clients to Google Cloud is to reduce the on-prem footprint or to minimize the maintenance cost of the on-prem data center. Those who are looking for a scalable solution...

See all answers

What advice do you have for others considering Google Cloud?

The AutoML feature of Google Cloud is really good. Google is providing good AI features. We have been leveraging ServiceNow integration through API. Whatever knowledge base articles are stored in S...

See all answers

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Comparisons

Alibaba Cloud vs Google Cloud

Compared 20% of the time

Microsoft Azure vs Google Cloud

Compared 6% of the time

Oracle Cloud Infrastructure (OCI) vs Google Cloud

Compared 6% of the time

Amazon AWS vs Google Cloud

Compared 6% of the time

Akamai Connected Cloud (Linode) vs Google Cloud

Compared 6% of the time

More Google Cloud Competitors

Amazon Bedrock vs Modal Labs

Compared 37% of the time

Amazon AWS vs Modal Labs

Compared 25% of the time

Microsoft Azure vs Modal Labs

Compared 11% of the time

DigitalOcean vs Modal Labs

Compared 6% of the time

More Modal Labs Competitors

Product Reports

Buyer's Guide

Google Cloud

June 2026

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Buyer's Guide

Infrastructure as a Service Clouds (IaaS)

May 2026

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Also Known As

GCP

No data available

Overview

Google Cloud offers a comprehensive platform renowned for cost-effectiveness, scalability, robust security, and seamless integration with tools such as Kubernetes, making it suitable for various business functions.

Google Cloud stands out for its ease of setup, stable infrastructure, and user-friendly interface. It provides essential features for AI, data analytics, and reliable storage, supporting multi-regional deployments for diverse applications. While maintaining minimal operational costs, it ensures simplified deployment and comprehensive application capabilities. However, improvements are needed in monitoring tools, customer support, documentation, and pricing options. Enhancements in stability, integration, and workload management are also required.

What are the essential features of Google Cloud?

Cost-effectiveness: Enables budget-friendly operations and reduced operational costs.
Easy Setup: Offers a straightforward and quick setup process.
Scalability: Supports growing business needs with vast resources and infrastructure.
Robust Security: Provides strong protection and compliance measures.
Seamless Integration: Effective integration with tools like Kubernetes and other applications.

What benefits and ROI can be observed?

Reduction in Operational Costs: Minimizes infrastructure and maintenance expenses.
Global Reach: Allows businesses to expand operations across multiple regions.
Flexibility: Adapts to different business models and rapid scaling needs.
Cross-Platform Compatibility: Facilitates integration with existing tools and platforms.

Industries leverage Google Cloud for infrastructure management, analytics, application hosting, and development environments. Entities utilize its cloud network, machine learning support, disaster recovery solutions, and big data handling. Many rely on Workspace tools for communication and virtual machine applications for efficient IT infrastructure deployment.

Google

Modal Labs provides innovative solutions for data processing and analytics, offering a blend of advanced technology and ease of use to meet business requirements. Its cutting-edge features facilitate efficient task management and data integration tailored to industry needs.

Modal Labs addresses complex data challenges with its sophisticated platform that supports seamless data manipulation and insightful analytics. Users can manage their data processes effectively, driving enhanced productivity and informed decision-making. The platform's adaptability fosters a collaborative environment, allowing integration with existing systems for streamlined operations. Modal Labs stands out in sectors requiring precision and rapid data processing.

What are the key features of Modal Labs?

Data Integration: Streamlines data from multiple sources for comprehensive analysis.
Advanced Analytics: Provides in-depth insights for data-driven strategies.
Automation Tools: Simplifies repetitive tasks to enhance efficiency.
Scalability: Adapts to growing data demands, ensuring continuous performance.
Collaboration Capabilities: Enables team collaboration for optimized outcomes.

What benefits or ROI should users expect from Modal Labs?

Improved Decision-Making: Access to detailed analytics supports better strategic choices.
Time Efficiency: Automation and streamlined processes save valuable time.
Cost Savings: Reduces the need for additional resources through efficient operations.

In finance, Modal Labs assists with real-time data processing for risk assessment and fraud detection. Retailers utilize it for inventory management and customer insights. In healthcare, it supports patient data analysis for improved care outcomes. Modal Labs meets industry-specific demands with precision and adaptability.

Modal Labs

Buyer's Guide

Infrastructure as a Service Clouds (IaaS)

May 2026

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