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CloudLabs vs Collibra [Private Offer Only] 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

CloudLabs
Ranking in AWS Marketplace
44th
Average Rating
8.6
Number of Reviews
3
Ranking in other categories
No ranking in other categories
Collibra [Private Offer Only]
Ranking in AWS Marketplace
497th
Average Rating
8.0
Number of Reviews
2
Ranking in other categories
No ranking in other categories
 

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.
Yuval Rapaport - PeerSpot reviewer
Head of Data Management at a manufacturing company with 10,001+ employees
Data cataloging has improved quality monitoring and automated lineage supports deeper insights
Integration to data sources and reliability and availability are the advantages in Collibra [Private Offer Only] that really stand out for me, and I believe those are probably the two most important points. I am working with the automated data lineage feature in Collibra [Private Offer Only]. The automated data lineage feature helps with traceability in the organization because it makes the catalog live; rather than the catalog being a spreadsheet essentially with definitions, users can not only find the business definition, but then also see which tables and columns actually create this business term. That's very powerful. Regarding intelligent workflow capabilities, I believe it impacts data stewardship tasks within my team by improving and helping in making and creating those definitions. It is essential to us that Collibra [Private Offer Only] integrates with other data systems in our environment, and we are using it, and it's quite effective. The integration aspect of Collibra [Private Offer Only] is important because it provides data integration that delivers lineage into Databricks, Salesforce, and soon also SAP.

Quotes from Members

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

Pros

"CloudLabs is the best in the market for labs and hands-on experience."
"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 provides a good experience and is a solid platform; it saves my time, builds my skills, and enhances my technical knowledge."
"The biggest advantage of Collibra is that it is quite business-friendly."
"Integration to data sources and reliability and availability are the advantages in Collibra [Private Offer Only] that really stand out for me, and I believe those are probably the two most important points."
 

Cons

"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."
"CloudLabs is perfect for me, and I have no suggestions for improvement."
"The search capabilities are terrible in Collibra [Private Offer Only] because you can't do free search."
"If I had to rate support from zero to 10, with 10 being the best, I would give them 6.5."
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Top Industries

By visitors reading reviews
Construction Company
33%
Insurance Company
20%
Comms Service Provider
7%
Financial Services Firm
6%
No data available
 

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 needs improvement with Collibra [Private Offer Only]?
There are some areas where Collibra [Private Offer Only] could be improved. Earlier, they didn't have this data quality module and the AI part, but now I think I have not recently used that fea...
What is your primary use case for Collibra [Private Offer Only]?
My major use case is basically on glossary and business glossary. Among other features, I see a Data Lineage feature with automated Data Lineage capability. I do not use Data Lineage.
 

Comparisons

No data available
No data available
 

Overview

Find out what your peers are saying about CloudLabs vs. Collibra [Private Offer Only] and other solutions. Updated: October 2026.
921,523 professionals have used our research since 2012.