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CloudLabs vs DBLab Engine 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

CloudLabs
Ranking in AWS Marketplace
71st
Average Rating
8.6
Number of Reviews
3
Ranking in other categories
No ranking in other categories
DBLab Engine
Ranking in AWS Marketplace
114th
Average Rating
7.6
Number of Reviews
2
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of August 2026, in the AWS Marketplace category, the mindshare of CloudLabs is 0.2%, down from 0.4% compared to the previous year. The mindshare of DBLab Engine is 0.2%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AWS Marketplace Mindshare Distribution
ProductMindshare (%)
CloudLabs0.2%
DBLab Engine0.2%
Other99.6%
AWS Marketplace
 

Featured Reviews

Akashkhurana Hirana - PeerSpot reviewer
Senior Software Engineer 2 at Porch
Hands-on cloud labs have transformed my training and save hours on every learning project
The best features CloudLabs offers, in my opinion, include being cloud-based and accessible from anywhere, which eliminates the need for local installation. It is cost-effective, and unlike other training platforms that focus solely on teaching, CloudLabs provides hands-on learning in a realistic environment that is easy for anyone to understand. Additionally, it has progress tracking for monitoring my completion and assignments that are designed as small tests after modules, which are optional. The hands-on learning feature in CloudLabs is exceptional compared to other platforms where learning is primarily theoretical, with trainers explaining concepts. CloudLabs provides labs integrated with GCP, AWS, and Microsoft Azure, allowing users to create their own work in a cloud environment without needing local installation. For example, I created multiple agents that interacted with each other all within the cloud environment. CloudLabs has positively impacted my organization by allowing everyone to get hands-on training. Without CloudLabs, we could only do training without practical experience. Now, I gain hands-on experience without significant installations on my systems, enhancing the knowledge of my teammates and everyone in my organization. It has also reduced hardware costs, which is a beneficial aspect.
reviewer2845797 - PeerSpot reviewer
Software Engineer at a transportation company with 51-200 employees
Rapid database cloning has accelerated realistic testing but initial setup still needs simplification
I only used DBLab Engine for a while, but I already see many benefits. I can think of applications not only in the hackathon, but we can also probably do some black-box monitoring, set up some simulation environments, and I think it is very helpful to have this kind of automatic testing to ensure that whenever our new feature is delivered, there are no regressions. In my experience, the absolute best feature of DBLab Engine is the thin cloning capability driven by copy-on-write technology. Being able to provide a full-size production-scale database clone in just a few seconds, regardless of whether the underlying database is tens of gigabytes or multiple terabytes, is a massive game-changer for engineering velocity. I really would to try more. The complete environment isolation is also very fantastic. I have noticed that the thin cloning and environmental isolation of DBLab Engine have dramatically accelerated our development lifecycle and improved overall code quality, even in a hackathon. Before utilizing this, setting up a realistic test database was a major bottleneck. Developers either had to share a single staging database or spend hours trying to seed a local database with a thin, representative subset of mock data. With DBLab Engine, we achieved complete workflow interdependence, which was incredibly helpful.

Quotes from Members

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

Pros

"CloudLabs provides a good experience and is a solid platform; it saves my time, builds my skills, and enhances my technical knowledge."
"In terms of efficiency improvements, I estimate around eighty percent of patients and doctors' time has been saved because previously, they spent a lot of time waiting for report deliveries, but now, through patient-centric reporting, reports are delivered instantly."
"CloudLabs is the best in the market for labs and hands-on experience."
"In my experience, the absolute best feature of DBLab Engine is the thin cloning capability driven by copy-on-write technology."
"For PostgreSQL, DBLab Engine is the best tool where we can write the queries, develop the query, and also test that query."
 

Cons

"CloudLabs is perfect for me, and I have no suggestions for improvement."
"CloudLabs can be improved by reducing its dependency on internet connectivity, which is currently a significant issue, and also by addressing the pricing structure, as costs per visit may become expensive for high-volume labs."
"However, there are areas where CloudLabs can be improved. In some labs, the instructions are not very clear, which can be confusing at times."
"As a beginner, there were some challenges we faced to learn the UI design and the interface, so making it more user-friendly and beginner-friendly would be beneficial."
"Additionally, the initial configuration and infrastructure setup is a bit complicated, so more documentation would be a good addition to have."
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Top Industries

By visitors reading reviews
Construction Company
36%
Insurance Company
22%
Financial Services Firm
6%
Healthcare Company
5%
Construction Company
64%
Outsourcing Company
9%
Healthcare Company
7%
Insurance Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

What needs improvement with CloudLabs?
CloudLabs is perfect for me, and I have no suggestions for improvement. It is very easy to learn compared to other platforms in the market. However, there could be advantages to adding AI-powered a...
What is your primary use case for CloudLabs?
My main use cases for CloudLabs are training, experimenting, software development, and learning. I use it for training, experiments, software development, practice, and learning. CloudLabs is integ...
What advice do you have for others considering CloudLabs?
CloudLabs has saved considerable time. As a senior software engineer, if I had to install everything locally, it would take considerable time. Instead, the environment is already set up, so I can w...
What is your experience regarding pricing and costs for DBLab Engine?
I think DBLab Engine offers excellent flexibility when it comes to pricing and license because the core engine, I believe, is open-source. The initial cost to experiment with it during the hackatho...
What needs improvement with DBLab Engine?
As a beginner, there were some challenges we faced to learn the UI design and the interface, so making it more user-friendly and beginner-friendly would be beneficial. We can add more functionality...
What is your primary use case for DBLab Engine?
I have been using DBLab Engine for the last six months. We are using DBLab Engine to speed up and write PostgreSQL queries, testing, and database processes, improving our queries, PostgreSQL develo...
 

Comparisons

No data available
No data available
 

Overview

Find out what your peers are saying about CloudLabs vs. DBLab Engine and other solutions. Updated: July 2026.
909,948 professionals have used our research since 2012.