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Airbyte Cloud vs PerfectScale 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

Airbyte Cloud
Average Rating
8.0
Reviews Sentiment
2.2
Number of Reviews
2
Ranking in other categories
Data Integration (42nd), Cloud Data Integration (23rd)
PerfectScale
Average Rating
9.4
Reviews Sentiment
1.7
Number of Reviews
3
Ranking in other categories
Cloud Cost Management (25th)
 

Mindshare comparison

Airbyte Cloud and PerfectScale aren’t in the same category and serve different purposes. Airbyte Cloud is designed for Cloud Data Integration and holds a mindshare of 0.4%.
PerfectScale, on the other hand, focuses on Cloud Cost Management, holds 1.3% mindshare, up 0.2% since last year.
Cloud Data Integration Mindshare Distribution
ProductMindshare (%)
Airbyte Cloud0.4%
AWS Glue8.8%
AWS Database Migration Service7.4%
Other83.4%
Cloud Data Integration
Cloud Cost Management Mindshare Distribution
ProductMindshare (%)
PerfectScale1.3%
IBM Turbonomic5.9%
Cloudability5.9%
Other86.9%
Cloud Cost Management
 

Featured Reviews

Bhaglal Kapar - PeerSpot reviewer
Senior System Engineer at a manufacturing company with 51-200 employees
Data workflows have accelerated and now optimize migration and cost management
The best feature Airbyte Cloud offers is data transformation. Airbyte Cloud has positively impacted our organization by being very helpful and speeding up our work environment. An example of how it has helped speed things up is that we have data here and there, which helps us to organize and speed up our migration. Data tasks help our workflow and organization because most of the things we do manually, so that helps organize.
reviewer2750058 - PeerSpot reviewer
DevOps & FinOps Engineer at a tech vendor with 501-1,000 employees
Gain visibility into Kubernetes clusters and optimize resource allocation based on historical data
I think they should focus more on Kubernetes features that allow on-the-fly resource allocation without the need to restart services. They should implement this in their autoscaler to make it more useful in scenarios that require immediate scaling up or down. They should also offer more options for visualizing graphs in different ways, such as tabular views.

Quotes from Members

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

Pros

"Airbyte Cloud has positively impacted our organization by being very helpful and speeding up our work environment."
"Airbyte Cloud has positively impacted our organization because we were looking for multiple products and ended up choosing Airbyte because it is easy to use and set up."
"The cluster and workload autoscaler gives us the ability to have control over all the workloads' resources instead of managing them one by one."
"Automated resource optimization using different policies based on the environment enabled the organization to achieve infrastructure cost savings."
"Automated resource optimization using different policies based on the environment enabled the organization to achieve infrastructure cost savings."
"PerfectScale made our Kubernetes optimization effortless; it found wasted resources, lowered our cloud costs, and improved performance almost instantly."
 

Cons

"Airbyte Cloud can be improved because it looks good so far, but based on the AI coming, they have to catch up with AI agents."
"I think Airbyte Cloud can be improved by adding more connectors and more customizable connectors."
"At the beginning, the support was not very impressive."
"I think they should focus more on Kubernetes features that allow on-the-fly resource allocation without the need to restart services."
"With their in-place optimisations, stateful set optimisation would be a great addition."
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Top Industries

By visitors reading reviews
Construction Company
42%
Comms Service Provider
8%
Healthcare Company
6%
Media Company
5%
Insurance Company
34%
Construction Company
29%
Healthcare Company
7%
Outsourcing Company
5%
 

Company Size

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

Questions from the Community

What is your experience regarding pricing and costs for Airbyte Cloud?
My experience with pricing, setup cost, and licensing was good.
What needs improvement with Airbyte Cloud?
Airbyte Cloud can be improved because it looks good so far, but based on the AI coming, they have to catch up with AI agents. Everything seems to be going through AI, so that is a consideration for...
What is your primary use case for Airbyte Cloud?
Airbyte Cloud's main use case for our organization is to optimize our cost. A specific example of how we're using Airbyte Cloud to optimize costs is that we have some tools, and they also help us t...
What needs improvement with PerfectScale?
With their in-place optimisations, stateful set optimisation would be a great addition.
 

Comparisons

 

Overview

Find out what your peers are saying about Amazon Web Services (AWS), Informatica, Salesforce and others in Cloud Data Integration. Updated: March 2026.
885,837 professionals have used our research since 2012.