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Denodo vs Reco 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

Denodo
Ranking in AI Data Analysis
2nd
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
42
Ranking in other categories
Data Integration (8th), Data Virtualization (1st), Cloud Data Integration (8th), Data Management Platforms (DMP) (4th)
Reco
Ranking in AI Data Analysis
28th
Average Rating
8.0
Reviews Sentiment
7.3
Number of Reviews
2
Ranking in other categories
SaaS Security Posture Management (SSPM) (12th)
 

Mindshare comparison

As of August 2026, in the AI Data Analysis category, the mindshare of Denodo is 0.7%, down from 3.7% compared to the previous year. The mindshare of Reco is 0.4%. It is calculated based on PeerSpot user engagement data.
AI Data Analysis Mindshare Distribution
ProductMindshare (%)
Denodo0.7%
Reco0.4%
Other98.9%
AI Data Analysis
 

Featured Reviews

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.
reviewer2817672 - PeerSpot reviewer
Gerente De Arquitectura De Ciberseguridad at a financial services firm with 5,001-10,000 employees
Security posture management has provided clear SaaS and AI agent risk visibility and alerts
I am not using the inclusion of LLMs in the knowledge graph yet; to be honest, I see that it's showing things, but until now, I don't see big value on that. Apart from the integration with Copilot Studio that I mentioned, I would like to see more posture security controls added in some SaaS applications; I see a few of them, but it could have more. I would like to see real-time detection in prompts included to Reco in the next releases, maybe in Copilot Studio to see if I have any attack or prompt injection or whatever in Copilot Studio and all the agent platforms to inspect those prompts.

Quotes from Members

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

Pros

"The ability to transfer data is very valuable."
"It was very powerful because we could deliver this data in a short time and with some data governance, because you deliver it through a data catalog and you have the data lineage, and you can put there the role level security, column level security, and it was very helpful for us, and the end-user was very happy to have it."
"The data catalog feature is valuable as it helps define data structures without storing data."
"This solution is a really good way to get all your sources organized when there are data problems and things are scattered everywhere."
"Denodo's capabilities offer a strong and intuitive solution for data access."
"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 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."
"The most valuable feature in Denodo is data virtualization."
"What I like about Reco is that it's pretty easy to integrate with the applications; it's almost plug and play."
"What I appreciated most about Reco was its strong detection capability."
 

Cons

"I would like to see a proper way to avoid killing the sourcing systems."
"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 connectivity is not so great; it uses standard protocols to connect to the data center, and it could improve the interface in terms of automation."
"I faced issues when trying to find a new job using Denodo in Egypt, as it is very hard to find opportunities."
"The solution is slow when there are many virtualization layers."
"With this product, the scalability of Denodo isn't fully up to the mark."
"We've been disappointed with the level of technical support, particularly on the outset."
"While AI and ML integration is present, understanding its implementation better could be beneficial."
"To be honest, I see that it's showing things, but until now, I don't see big value on that."
"What I disliked about Reco was that it sometimes produced a lot of false positives."
 

Pricing and Cost Advice

"The cost for Denodo is in line with other similar products."
"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."
"Talking with my manager and others, nobody has complained about the pricing so far which is a positive sign."
"I am not super familiar with the pricing, but so far, it seems good. We have been happy. We haven't seen any problems. The only time we had to pay extra was during the upgrade. We didn't upgrade at the time they told us to upgrade, and we had to pay extra to keep the service. They had stopped the support for the older version and moved to the newer version. It was not their fault. It was our fault because we didn't get on board quickly."
"The licensing should be improved, as the cost per connector is quite expensive."
"The pricing is pretty good, and I would rate it at four out of five."
"Depending on the size of the client you want to work with, it can be prohibitively expensive at times."
"The licensing charges for this solution are payable annually."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
22%
Manufacturing Company
13%
Government
6%
Energy/Utilities Company
6%
Outsourcing Company
30%
Construction Company
16%
Manufacturing Company
15%
Wholesaler/Distributor
5%
 

Company Size

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

Questions from the Community

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...
What is your experience regarding pricing and costs for Reco?
My experience with the pricing was reasonable; it was okay for the features and what the product provides. The contract, the negotiation, and everything were okay.
What needs improvement with Reco?
I am not using the inclusion of LLMs in the knowledge graph yet; to be honest, I see that it's showing things, but until now, I don't see big value on that. Apart from the integration with Copilot ...
What is your primary use case for Reco?
I implemented Reco for cybersecurity posture management for SaaS applications, and also for AI agents posture, so SaaS security posture management and agent posture management. I am using Reco for ...
 

Comparisons

 

Also Known As

Denodo for AWS
No data available
 

Overview

 

Sample Customers

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
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Find out what your peers are saying about Denodo vs. Reco and other solutions. Updated: July 2026.
909,153 professionals have used our research since 2012.