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Airbyte Cloud vs Pentaho Data Integration and Analytics 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:
 

ROI

Sentiment score
6.3
Airbyte Cloud reduces manual data task time by 70-75%, eliminating the need for dedicated data engineers and enhancing efficiency.
Sentiment score
7.1
Pentaho streamlines data integration, reducing costs and development time, with savings up to $75,000 annually and improved efficiency.
We also avoid hiring a dedicated data engineer for pipeline maintenance, which has saved us a significant salary.
Product Manager Intern at a agriculture with 11-50 employees
Before using Airbyte Cloud, one task would take two to five days, but now it can be completed within one hour, which saves a significant amount of time.
Executive at Mindlance
I have observed a return on investment with 30 to 70 percent of costs saved.
Senior Associate Infrastructure at Publicis Sapient
I have seen a return on investment; my team was able to stay extremely small even though we had a lot of data integrations with many companies.
Principal Software Engineer at a tech vendor with 10,001+ employees
I can testify to the return on investment with metrics regarding time saved; we have increased our efficiency by about 20 to 30 percent due to the swift migration processes facilitated by the tool.
Data Integration Developer at a tech services company with 1,001-5,000 employees
I have noticed a return on investment with Pentaho Data Integration and Analytics in terms of time savings and staff reduction.
Data Analyst at Telefonica Digital
 

Customer Service

Sentiment score
4.7
Airbyte Cloud's customer service is praised for professionalism, quick responses, and consistently positive support feedback despite varying experiences.
Sentiment score
5.1
Users find community resources and forums helpful for Pentaho support, but complex issues sometimes require paid assistance.
However, when we initially used Airbyte Cloud, customer support was very helpful.
Executive at Mindlance
Airbyte Cloud's customer support is professional and quite responsive.
Senior Associate Infrastructure at Publicis Sapient
24/7 assistance is available for the Enterprise Edition.
Data architect at a tech vendor with 10,001+ employees
take the time to understand our business requirements, offering appropriate recommendations.
Data Integration Developer at a tech services company with 1,001-5,000 employees
Communication with the vendor is challenging
Data Architecture and Engineering Specialist at coprocenva
 

Scalability Issues

Sentiment score
5.3
Airbyte Cloud is highly adaptable, efficiently managing growing data demands with robust scalability and flexible capacity adjustment.
Sentiment score
7.2
Pentaho Data Integration scales effectively for large datasets, though massive environments may challenge performance without cloud deployment.
We can run multiple syncs in parallel at the same time.
Senior Associate Infrastructure at Publicis Sapient
Airbyte Cloud is highly scalable, and we can scale it up whenever required on demand.
Data Engineer at a tech vendor with 51-200 employees
Airbyte Cloud scales well as our data needs grow to a scale of ten.
Product Manager Intern at a agriculture with 11-50 employees
It can be scaled well until you reach a point where you need to perform a lot of operations, and the issue arises when it runs out of memory to handle some data.
Data engineer at a educational organization with 1,001-5,000 employees
Its ability to scale horizontally in cloud-native architectures or for massive real-time processing is limited.
Data Analyst at Telefonica Digital
Pentaho Data Integration handles larger datasets better.
Data Architecture and Engineering Specialist at coprocenva
 

Stability Issues

Sentiment score
8.1
Airbyte Cloud is praised for reliability, data integrity, and incremental syncs, with minimal incidents and effective handling of scheduled syncs.
Sentiment score
7.3
Pentaho Data Integration's stability varies, with reliability for small tasks but struggles with massive data and occasional bugs.
The incremental sync feature is particularly very accurate as it only moves new or changed records, which keeps our warehouse clean and our data cost-controlled.
Product Manager Intern at a agriculture with 11-50 employees
Airbyte Cloud has handled our workloads well for scheduled syncs between Postgres and a few SaaS sources and Snowflake.
Senior Software Engineer at a tech vendor with 11-50 employees
Performance issues arise due to reliance on a flowchart-based mechanism instead of scripts, which can lead to longer execution times.
Data architect at a tech vendor with 10,001+ employees
I find that version 3.1 is the most stable version I have ever used.
Founder-CEO at Ubuntu Analytica
It's pretty stable, however, it struggles when dealing with smaller amounts of data.
Data Architecture and Engineering Specialist at coprocenva
 

Room For Improvement

Airbyte Cloud struggles with AI, error debugging, visibility, customization, and request enhancements in governance, security, and documentation.
Pentaho Data Integration needs improved performance, scalability, cloud integration, real-time processing, updated interface, and better documentation and support.
One limitation is that a sync being marked successful does not necessarily mean the data is correct.
Software Development Engineering Testing at HighLevel
A more user-friendly error explanation would be beneficial.
Product Manager Intern at a agriculture with 11-50 employees
I would suggest that if Airbyte Cloud could enhance its monitoring and troubleshooting capabilities, it would be very helpful for us.
Executive at Mindlance
We should also explore more effective partitioning for parallel processing and fine-tuning database connections to reduce load times and improve ETL speed.
Data Integration Developer at a tech services company with 1,001-5,000 employees
Pentaho Data Integration and Analytics can be improved by working with different environments, specifically the possibility to change the variables, meaning I write my variables only once and can change them for different environments such as production or development.
Founder-CEO at Ubuntu Analytica
Pentaho Data Integration and Analytics could have real-time processing and automatic alerting, having alerts or automatic notifications when a job fails or when certain data doesn't meet certain rules.
Data Analyst at Telefonica Digital
 

Setup Cost

Pentaho provides cost-effective data integration and analytics with a free Community Edition and a competitively priced Enterprise Edition.
Its price is 30 to 70 percent lower compared to competitor tools in the market.
Senior Associate Infrastructure at Publicis Sapient
I use the community version of Pentaho Data Integration and Analytics, and I do not need additional costs.
Project Manager at Laberit
The setup cost was minimal, and the pricing experience was pretty good.
Data engineer at a educational organization with 1,001-5,000 employees
The company covered it and they had no problem paying for it because they saw that it was cost-effective in terms of performance afterwards.
Data Analyst at Telefonica Digital
 

Valuable Features

Airbyte Cloud simplifies data integration with pre-built connectors, enhancing efficiency, decision-making, and real-time analytics while reducing costs.
Pentaho Data Integration is user-friendly, versatile, and integrates well with data sources, supporting automation and minimal coding for efficiency.
Definitely the pre-built connectors have been the most valuable feature for my team, and it has made my workflow easier.
Product Manager Intern at a agriculture with 11-50 employees
It is truly time-saving and has improved the traditional approach; previously, tasks took two to five days, but now with Airbyte Cloud, they are completed within 30 minutes to one hour.
Executive at Mindlance
The best features I found most useful were the large number of pre-built connectors, the managed scheduling for syncs, and the ability to monitor sync status and failures through the UI without needing to maintain infrastructure.
Senior Software Engineer at a tech vendor with 11-50 employees
Pentaho Data Integration and Analytics has positively impacted my organization because it meant we didn't have to write a lot of custom API back-end processing logic; it did the majority of that heavy lifting for us.
Principal Software Engineer at a tech vendor with 10,001+ employees
It automates the data workflow, including extraction, cleansing, and loading into warehouses for BI reporting purposes, while also removing duplicates, validating data, and standardizing formats, enabling real-time decision-making.
Data Integration Developer at a tech services company with 1,001-5,000 employees
Pentaho Data Integration and Analytics has positively impacted my organization because it is easier to use, and my knowledge about this work facilitates the translation from the source to my final system.
Project Manager at Laberit
 

Categories and Ranking

Airbyte Cloud
Ranking in Data Integration
44th
Average Rating
8.0
Reviews Sentiment
5.7
Number of Reviews
8
Ranking in other categories
Cloud Data Integration (24th)
Pentaho Data Integration an...
Ranking in Data Integration
8th
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
61
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of June 2026, in the Data Integration category, the mindshare of Airbyte Cloud is 0.7%. The mindshare of Pentaho Data Integration and Analytics is 1.7%, down from 1.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Integration Mindshare Distribution
ProductMindshare (%)
Pentaho Data Integration and Analytics1.7%
Airbyte Cloud0.7%
Other97.6%
Data Integration
 

Featured Reviews

ParthasarathyT - PeerSpot reviewer
Senior Associate Infrastructure at Publicis Sapient
Centralized data pipelines have reduced costs and now power faster analytics and reporting
The best features Airbyte Cloud offers include the centralization of data for analytics by combining data from SaaS tools, databases, and APIs into one place. It enables production models, BI reporting, and ML use cases. Airbyte Cloud has a huge connector ecosystem with over 600 connectors across SaaS tools, databases, apps, and platforms that can be integrated. Faster integration requires less engineering work. Automation and reliability are significant features, allowing me to schedule syncs daily with auto-retry, logging, and alerting capabilities. Incremental updates such as CDC for efficiency are available. Airbyte Cloud is a managed cloud solution with no infrastructure worries, as everything is managed. It is customizable, and the significant difference is that we have full control. It is also more cost-effective than competitors.Airbyte Cloud has positively impacted my organization by reducing the manpower required for managing the underlying resources of a data sync. It directly performs the job that a database engineer would do by managing a huge connector ecosystem with over 600 connectors across SaaS tools and databases, enabling faster integration. Whenever new data arrives, it automatically syncs to the destination source without requiring any engineer to manually copy or replicate the data. This approach helps our organization significantly.
Michelle Lawson - PeerSpot reviewer
Principal Software Engineer at a tech vendor with 10,001+ employees
Streamlines complex data workflows and has supported automated customer payment notifications
I haven't used Pentaho Data Integration and Analytics in a couple of years, so I don't know how it can be improved. I was pretty pleased with it and was self-taught on it, working a lot with their team at various times, but they were surprised that I was able to learn it all by myself. The documentation is not bad, and documentation is the main thing that any product can do to make themselves better because the easier it is to find examples of what you're trying to do improves the learning curve. I think it took me the longest to learn how to do the asynchronous processing and have things wait for other things to finish processing before continuing on in the workflow. I choose 8 out of 10 because the one reason that it's been rejected at T-Mobile is that everything has to go through a provisioning process and has to get approved, meaning the actual code base has to be investigated by T-Mobile before they'll allow us to use tools of that nature. For whatever reason, we just haven't been able to get that approval; I don't know if it's on Pentaho Data Integration and Analytics' side or if it's on our side. The more you can make it easier for companies to feel comfortable that your product is secure, robustly tested and bug-free, and free of any other kind of negative hacks, the more quickly it will get accepted.
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Top Industries

By visitors reading reviews
Construction Company
35%
Manufacturing Company
10%
Comms Service Provider
7%
Healthcare Company
5%
Financial Services Firm
16%
Educational Organization
8%
Construction Company
8%
Government
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business7
Large Enterprise4
By reviewers
Company SizeCount
Small Business18
Midsize Enterprise17
Large Enterprise32
 

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 does have some limitations, particularly in terms of connector quality, as it varies, and not every connector has the same maturity level since many are community-driven. Additionally...
What is your primary use case for Airbyte Cloud?
My main use case for Airbyte Cloud is to move data automatically from multiple source systems into a centralized data platform for analytics, reporting, AI, and business intelligence. Airbyte Cloud...
Which ETL tool would you recommend to populate data from OLTP to OLAP?
Hi Rajneesh, yes here is the feature comparison between the community and enterprise edition : https://www.hitachivantara.com/en-us/pdf/brochure/leverage-open-source-benefits-with-assurance-of-hita...
What do you think can be improved with Hitachi Lumada Data Integrations?
In my opinion, the reporting side of this tool needs serious improvements. In my previous company, we worked with Hitachi Lumada Data Integration and while it does a good job for what it’s worth, ...
What do you use Hitachi Lumada Data Integrations for most frequently?
My company has used this product to transform data from databases, CSV files, and flat files. It really does a good job. We were most satisfied with the results in terms of how many people could us...
 

Also Known As

No data available
Hitachi Lumada Data Integration, Kettle, Pentaho Data Integration
 

Overview

 

Sample Customers

Information Not Available
66Controls, Providential Revenue Agency of Ro Negro, NOAA Information Systems, Swiss Real Estate Institute
Find out what your peers are saying about Airbyte Cloud vs. Pentaho Data Integration and Analytics and other solutions. Updated: June 2026.
900,644 professionals have used our research since 2012.