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CData Connect 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

CData Connect Cloud
Ranking in Data Virtualization
7th
Ranking in Cloud Data Integration
28th
Average Rating
8.0
Reviews Sentiment
5.8
Number of Reviews
1
Ranking in other categories
No ranking in other categories
Denodo
Ranking in Data Virtualization
1st
Ranking in Cloud Data Integration
6th
Average Rating
8.0
Reviews Sentiment
6.6
Number of Reviews
40
Ranking in other categories
Data Integration (7th), Data Management Platforms (DMP) (3rd), AI Data Analysis (3rd)
 

Mindshare comparison

As of February 2026, in the Data Virtualization category, the mindshare of CData Connect Cloud is 6.1%, up from 1.3% compared to the previous year. The mindshare of Denodo is 21.7%, down from 40.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Virtualization Market Share Distribution
ProductMarket Share (%)
Denodo21.7%
CData Connect Cloud6.1%
Other72.2%
Data Virtualization
 

Featured Reviews

ZA
Business Intelligence Manager at a real estate/law firm with 5,001-10,000 employees
Accurate data and reliable
CData Connect is used to extract data from our own Facebook ads campaigns The most valuable feature of CData Connect is the accuracy of the data. The amount of data that can be extracted at one point in time should be improved. I have been using CData Connect for approximately three months.…
Douglas Camargo - PeerSpot reviewer
Senior Backend Engineer at a pharma/biotech company with 51-200 employees
Has simplified multi-database querying and accelerated solution delivery with minimal setup
Denodo offers a great query language, the VQL, which was very easy to understand for someone that only knows SQL. It was easy to work with, and it was easy to integrate various types of databases in general. The usability of the platform is very great. The federated queries were also a feature that I used a lot. The easy usability of Denodo helped my work and made things easier for productivity. We were able to ship code faster than if we needed to use another type of data visualization tool or even an ETL. When we have multiple databases, the standard or common approach is just to have an ETL that matches the data, and we need to write this whole ETL. With Denodo, we can simplify this whole work to a few queries or setups in the databases and just make a few queries. This was actually easier, and it was faster to deliver a solution for a client instead of building a whole ETL pipeline or simply backfilling one database in another. Denodo simplifies your work and helps you ship code or ship solutions in a faster way. I really like the UI that Denodo has on the web app version. It was very simple and actually very beautiful to see. For a complicated program, it was very easy to understand how it works, even for someone who is just approaching the data engineering career or side of the programming language.

Quotes from Members

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

Pros

"The most valuable feature of CData Connect is the accuracy of the data."
"It is easy to virtualize data using the solution."
"The most valuable feature is Data Catalogs."
"Denodo's capabilities offer a strong and intuitive solution for data access."
"Denodo provides high reliability, with features like vertical scaling, horizontal scaling, and failover nodes."
"The data catalog feature is valuable as it helps define data structures without storing data."
"The most valuable aspects of this solution are the short time frame in which you can deliver and connect."
"Access to numerous forums and internet information."
"The best thing about Denodo is that creating and deploying a web service can be done in about 10 minutes, compared to a whole day when it comes to other solutions (such as when deploying with Java and AWS)."
 

Cons

"The amount of data that can be extracted at one point in time should be improved."
"Documentation needs to be improved"
"Denodo shows stability concerns due to its dependency on external environments, such as JVM."
"Denodo needs better communication on how the product can be deployed for specific solutions, and there are price issues, as it's considered expensive."
"The solution should have its own acceleration technology."
"To make it easier to use or a better tool, the architecture and internal design of the folders for organizing the structure of the different data could be more structured."
"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."
"I would like to see a proper way to avoid killing the sourcing systems."
"It requires improving the story of how it can solve specific problems."
 

Pricing and Cost Advice

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

By visitors reading reviews
Healthcare Company
10%
Outsourcing Company
10%
Manufacturing Company
8%
Construction Company
6%
Financial Services Firm
23%
Manufacturing Company
12%
Computer Software Company
7%
Government
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business15
Midsize Enterprise6
Large Enterprise20
 

Questions from the Community

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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...
 

Overview

 

Sample Customers

Adeptia, Tibco, Matillion, Exago, Izenda, Alfresco, Cisco, DataRobot, BigID, Combit
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