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Airbyte Cloud vs Denodo 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
Ranking in Data Integration
43rd
Ranking in Cloud Data Integration
24th
Average Rating
8.0
Reviews Sentiment
2.2
Number of Reviews
2
Ranking in other categories
No ranking in other categories
Denodo
Ranking in Data Integration
6th
Ranking in Cloud Data Integration
7th
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
42
Ranking in other categories
Data Virtualization (1st), Data Management Platforms (DMP) (4th), AI Data Analysis (2nd)
 

Mindshare comparison

As of May 2026, in the Data Integration category, the mindshare of Airbyte Cloud is 0.6%. The mindshare of Denodo is 1.4%, down from 1.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Integration Mindshare Distribution
ProductMindshare (%)
Denodo1.4%
Airbyte Cloud0.6%
Other98.0%
Data Integration
 

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.
Patel-Dhulva - PeerSpot reviewer
Information Technology Manager at Lockheed Martin
Data virtualization has unified siloed sources and now supports real-time decisions
The best features Denodo offers stand out to me as the ability to develop REST web services fast and easily, create and combine new views, integrate different sources of data, and connect with other tools seamlessly. When I mention fast and easy creation of views and integration, I love the agile data provisioning and integration, where Denodo provides a comprehensive set of capabilities for implementing logical data integration, management, and delivery, which in turn enables agile data analytics and an informed decision-making process to be smooth. I also appreciate the performance optimization with AI, which improves performance optimization through the integration of artificial intelligence capabilities. Furthermore, I appreciate the unified security and governance, where it addresses the need for an organization to effectively manage security, data privacy, and data protection easily, offering a centralized platform that allows the application of governance policies and fine-grained security controls. Another feature I would add about Denodo is that it also provides a single point of control where we can establish security controls over the entire infrastructure and gain visibility into all our data assets. Denodo has positively impacted my organization as since we started using this tool, it has been very helpful because it is a huge advantage that we can connect to many different databases to provide data rapidly and accurately and also gain insights, which helps us to make data-driven decisions easily. It has proven to be a valuable environment for deploying data virtualization solutions, and its user community is active in finding and fixing issues more accurately. Through data insights from Denodo, we have been able to improve our decision making, which helps to better communication between the stakeholders thanks to the real-time experience. It also saves a lot of time.

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."
"In PL/SQL, first you need to gather all the data and then start writing the file, but in Denodo you fetch the data and write the data simultaneously. So, for example, if you have 1 million or 2 million records, you don't have to wait to fetch all of the 2 million; you can keep on fetching and writing in the file simultaneously."
"Denodo creates a virtualized environment that provides one unified destination for all data sources so that AI and ML algorithms can connect to that virtualized destination without needing to establish connections with multiple data sources."
"Considering that the time to do such things has come down to 20 minutes from three hours, you can tell how much time has been saved by using Denodo."
"We can consume data fast."
"The data catalog feature is valuable as it helps define data structures without storing data."
"From my experience as a data engineering team lead, I can build a data warehouse in just a minute from different sources without needing time for data transfer or any additional work."
"The most valuable feature is the performance. Denodo is very useful, especially in this huge pharma environment. I've found that older SAP solutions were very tightly coupled to each other, which resulted in data restrictions. Getting data from different sources was tough and tedious. Compared to these old solutions, Denodo is very easy to work with for the analytical team. Now that we've implemented this virtualization layer, we are capable of getting the data very smoothly. We implemented a very small unit, but the performance and integration have been very good."
"Denodo is lightweight in terms of how it leads you to combine your discrete data systems at one spot."
 

Cons

"I think Airbyte Cloud can be improved by adding more connectors and more customizable connectors."
"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."
"Denodo can be improved in some areas. We faced some issues with respect to Java client dependencies and had significant hassle with version management."
"We can't scale it to meet digital requirements."
"I think Denodo needs a bit of work with performance management. When data sets are huge and a heavy query has been pushed out to the database, it can take quite some time to get what you need without clear optimization techniques."
"Denodo needs better communication on how the product can be deployed for specific solutions, and there are price issues, as it's considered expensive."
"Tasks such as conversion of a date format or conversion of a number format that can be done in a very easy way in different languages, like SQL or Oracle, are not so easy to do in Denodo. For example, if you want to convert a date from one format to another, in Oracle it's pretty easy; in Denodo, however, it requires so many lines of code. Simple things that can be done very quickly in other database languages require more lines of code in Denodo."
"We would like this solution to be more universally user-friendly. At present it is really only aimed at IT specialists."
"I'd like to see integrations with AWS, GCP and the like."
"The stability of the features can be improved."
 

Pricing and Cost Advice

Information not available
"Depending on the size of the client you want to work with, it can be prohibitively expensive at times."
"I don't know the actual cost, but it's tens of thousands of dollars per month."
"The licensing should be improved, as the cost per connector is quite expensive."
"Talking with my manager and others, nobody has complained about the pricing so far which is a positive sign."
"Cost wise, on a scale from one to five, with one being the cheapest and five being the most expensive, Denodo would be at three. We get all the features in a bundle."
"Denodo provides a lightweight 30-day free trial, but when we do courses on top of it, it costs $150 for each person."
"For us, the cost has been okay. Also, there are no additional costs; it's just the standard licensing fee."
"The cost for Denodo is in line with other similar products."
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Top Industries

By visitors reading reviews
Construction Company
41%
Comms Service Provider
8%
Healthcare Company
6%
Transportation Company
5%
Financial Services Firm
22%
Manufacturing Company
11%
Government
7%
Energy/Utilities Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business17
Midsize Enterprise6
Large Enterprise20
 

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...
Does Denodo provide useful data virtualization education? Is it useful to attend their training?
If you are a Denodo user, it makes sense to undergo their training. Different types of professionals can benefit from it, including administrators, developers, and architects. If you are keen on i...
In experience, what might Denodo be lacking or need improvement on?
I like Denodo a lot. It offers quick and easy web service deployment within minutes. There are not any flaws that I think make the product less good or effective. The only thing I can point out is...
Which industries can benefit from Denodo the most?
Denodo is suitable for pretty much all sectors that deal with: Big data Cloud solutions Data governance Logical data fabric Master data management In my opinion, organizations in different fields...
 

Also Known As

No data available
Denodo for AWS
 

Overview

 

Sample Customers

Information Not Available
Autodesk, VHA, AAA, Sumitomo Mitsui Trust Bank, Caterpillar, European Chemical Agency, Seagate, Nationwide, Time Warner Cable, Pantex, Inditex, BNSF Railways, Vodafone, CIT Group, Jazztel, Wolters Kluwer, Telefonica, TransAlta
Find out what your peers are saying about Airbyte Cloud vs. Denodo and other solutions. Updated: May 2026.
894,738 professionals have used our research since 2012.