Denodo vs FME comparison

Denodo and Safe Software are both solutions in the Data Integration category. Denodo is ranked #7 with an average rating of 8.8, while Safe Software is ranked #28 with an average rating of 8.0. Denodo holds a 1.4% mindshare in DI, compared to Safe Software’s 1.3% mindshare. Additionally, 95% of Denodo users are willing to recommend the solution, compared to 100% of Safe Software users who would recommend it.

Denodo

Read 40 Denodo reviews

4,679 Views
2,620 Comparison Views

95% willing to recommend

FME

Read 7 FME reviews

2,622 Views
2,019 Comparison Views

100% willing to recommend

Denodo

FME

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Executive SummaryUpdated on Dec 19, 2024

Denodo and FME compete in the data integration and management sector. Denodo has an advantage due to its rich features and deployment flexibility, while FME is strong in cost-effectiveness and ROI.

Features: Denodo offers advanced data virtualization with capabilities for real-time access to various data sources without moving data. Its data security and governance are robust. FME stands out with its powerful data transformation and automation features, supporting numerous data formats for seamless integration. Denodo’s strength lies in virtualization, whereas FME excels in extensive format support and automation.

Room for Improvement: Denodo could improve its initial cost and complexity for small enterprises, streamline its learning curve, and expand integration with specific legacy systems. FME may enhance scalability for large datasets, offer more customization in data transformation, and further simplify its user interface for new users.

Ease of Deployment and Customer Service: Denodo provides flexible deployment on-premise, cloud, and hybrid, with strong professional support during setup. It is adaptable to different IT environments. FME offers an intuitive installation process with user-friendly tools, simplifying setup and maintenance. Denodo is suitable for complex environments, while FME is preferred for ease of setup.

Pricing and ROI: Denodo’s enterprise-level capabilities come with a substantial setup cost, but it promises significant ROI for organizations in need of advanced data virtualization. FME offers a scalable pricing model, making it budget-friendly with high ROI through efficient data transformation. Denodo appeals to enterprises seeking premium features, while FME attracts those looking for cost-effective solutions with strong ROI.

To learn more, read our detailed Denodo vs. FME Report (Updated: January 2026).

Buyer's Guide

Denodo vs. FME

January 2026

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Helped 881,707 peers since 2012

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 Data Integration

7th

Average Rating

8.0

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

Data Virtualization (1st), Cloud Data Integration (6th), Data Management Platforms (DMP) (3rd), AI Data Analysis (3rd)

FME

Ranking in Data Integration

28th

Average Rating

8.6

Reviews Sentiment

6.5

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of February 2026, in the Data Integration category, the mindshare of Denodo is 1.4%, down from 1.7% compared to the previous year. The mindshare of FME is 1.3%, down from 1.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Integration Market Share Distribution
Product	Market Share (%)
Denodo	1.4%
FME	1.3%
Other	97.3%

Data Integration

Featured Reviews

Douglas Camargo

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.

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Gert Booysen

Software Solutions Leader at GE Vernova

Extensive format support and reliable integration enhance data management while new pricing model requires reassessment

I haven't had any input or requirements from any customers that are not currently covered, so I don't have any additional needs that were identified or raised to me. Regarding pricing, with the model changes that they've implemented a while back, it actually made it more expensive to use, especially on the server side. They changed the licensing model, and that made customers think it is overpriced. Some customers were actually looking at alternatives. Pricing with the model changes was perceived negatively. I work primarily with enterprise customers, Vodacom, Eskom, so it's tier-one customers. For small customers, this solution is a bit too expensive. They don't really use it and just do direct integration on smaller implementations. This is basically used by tier-one customers. FME is still able to save time and money for clients. It's still a good investment. Regarding similar products to FME, GE developed a product called Data Fabric. That is a real-time operational integration platform, Data Fabric Network Connect, which is a GE Grid OS product. It is actually more expensive than FME, but the purpose is different as it's operational. The vendor in this case is GE, and it's a company that we bought that used to be called Greenbird. In current use scenarios, FME is still leading compared to Data Fabric. The GE product has a different application.

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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 in Denodo is data virtualization."

"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."

"The most valuable feature of Denodo is its uniformity of self-site data access types, which allows it to connect to almost any storage technology and feed it transparently."

"Access to numerous forums and internet information."

"The logical data warehouse functionality is fantastic. It truly stands out. The ClearOptimizer and Virtual Cache are great features. They work together seamlessly to optimize performance."

"The most valuable features are data lineage and the concept of a semantic layer."

"The most valuable aspects of this solution are the short time frame in which you can deliver and connect."

"Denodo is very stable."

More Denodo pros

"We make minor subtle changes to the workbenches to improve it. We can share the workbenches. We don't have to use GitHub or anything else."

"FME is spatially aware and understands how to deal with the conversion of spatial objects and their attributes."

"From my reseller perspective, the best features in FME are the ease of operation and the fact that it works."

"It has a very friendly user interface. You don't need to use a lot of code. For us that's the most important aspect about it. Also, it has a lot of connectors and few forms. It has a strong facial aspect. It can do a lot of facial analysis."

"The most valuable feature of FME is the graphical user interface. There is nothing better. It is very easy to debug because you can see all steps where there are failures. Overall the software is easy to optimize a process."

"It has standard plug-ins available for different data sources."

"All spatial features are unrivaled, and the possibility to execute them based on a scheduled trigger, manual, e-mail, Websocket, tweet, file/directory change or virtually any trigger is most valuable."

Cons

"In cases where there are multiple virtualizations—such as reading from one Denodo view that is virtualized, and from that view there's also virtualization, and another team is reading from that view—if multiple virtualizations happen with no caching in between, it becomes slow."

"Documentation needs to be improved"

"They need to invest more in the optimization engine. It will be a fantastic tool for them to enhance automation and improve the GUI interface, especially for Integration, as some tools are still not fully integrated, such as Iceberg."

"User-specific security at the column and row levels needs to be improved. Instead of applying security at every individual level, it would be better if it were at the group or tier level. It will save a lot of time."

"While AI and ML integration is present, understanding its implementation better could be beneficial."

"It would be beneficial to make sure that the team that will be using Denodo has some kind of training on how to use the product at least a month beforehand, and there could even be some kind of feedback or Q&A sessions to go along with the training. If Denodo were able to provide this kind of training, it would be very helpful to users in insurance and banking companies because the staff are typically older and not always technically-minded."

"There have been some issues when you are at a table. Currently, Denodo exports data sets for a tabular model. When you are finished modeling your database or data warehouse they export a link to be used in Tableau. They should support other tools like Power BI."

"There are a couple of areas that can be improved in Denodo. From a stability point of view, sometimes we see issues in the data management functionality. This only happens now and then, however, and usually takes place when we add in our own customization."

More Denodo cons

"FME's price needs improvement for the African market."

"To get a higher rating, it would have to improve the price and the associated scalability. These are the main issues."

"Improvements could be made to mapping presentations."

"The one thing that always appears in the community is the ability to make really easy loops to loop through data efficiently. That needs to be added at some point."

"We are looking at the possibility of using Glue instead of FME, using the native AWS product."

"FME can improve the geographical transformation. I've had some problems with the geographical transformations, but it's probably mostly because I'm not the most skilled geographer in-house. The solution requires some in-depth knowledge to perform some functions."

Pricing and Cost Advice

"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 pricing is pretty good, and I would rate it at four out of five."

"I don't know the actual cost, but it's tens of thousands of dollars per month."

"Denodo provides a lightweight 30-day free trial, but when we do courses on top of it, it costs $150 for each person."

"The licensing should be improved, as the cost per connector is quite expensive."

"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."

"The cost for Denodo is in line with other similar products."

More Denodo pricing and cost advice

"The product's price is reasonable."

"FME Server used to cost £10,000; now it can cost over £100,000."

"We used the standard licensing for our use of FME. The cost was approximately €15,000 annually. We always welcome less expensive solutions, if the solution could be less expensive it would be helpful."

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Top Industries

By visitors reading reviews

Financial Services Firm

23%

Manufacturing Company

12%

Computer Software Company

Government

32%

Energy/Utilities Company

13%

Computer Software Company

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	15
Midsize Enterprise	6
Large Enterprise	20

By reviewers
Company Size	Count
Small Business	2
Midsize Enterprise	1
Large Enterprise	4

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...

See all answers

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...

See all answers

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...

See all answers

What needs improvement with FME?

See all answers

What is your primary use case for FME?

The use cases for FME are mainly integration to the GE Smallworld product. GE Smallworld is a GE product, and we are using it to integrate with other third-party products into GE Smallworld and ADM...

See all answers

What advice do you have for others considering FME?

The overall rating for FME is eight out of ten, and I prefer the feedback to be anonymous. My job title is Senior Solutions Architect.

See all answers

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Compared 8% of the time

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Compared 7% of the time

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Compared 6% of the time

IBM Cloud Pak for Data vs Denodo

Compared 6% of the time

MuleSoft Anypoint Platform vs Denodo

Compared 4% of the time

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Azure Data Factory vs FME

Compared 14% of the time

SSIS vs FME

Compared 9% of the time

Alteryx Designer vs FME

Compared 6% of the time

MuleSoft Anypoint Platform vs FME

Compared 5% of the time

Boomi iPaaS vs FME

Compared 5% of the time

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Product Reports

Buyer's Guide

Denodo

February 2026

Download Denodo product report

Buyer's Guide

FME

February 2026

Download FME product report

Overview

Denodo is a leading data integration, management, and delivery platform that uses a logical approach to enable data science, hybrid and multi-cloud data integration, self-service BI, and enterprise data services. Organizations of different sizes across various industries utilize the product to get above the data silos. The solution offers organizations the freedom to migrate data to the cloud, or logically unify data warehouses and data lakes, without affecting business. This can ultimately result in the evolution of data strategies.

The platform accelerates data provisioning through reduced data replication, provides business users the freedom to select their preferred applications, and enables consistent security and governance across multiple systems. The solution offers one of the leading logical data fabric solutions by initiating data virtualization and eliminating the complexity and exposing the data in business-friendly formats.

Denodo also offers modern data integration and management for hybrid and multi-cloud environments for Denodo Platform for Cloud. This service can be purchased through the bring-your-own-license (BYOL) option. Users seeking faster deployment can license the product to popular cloud providers, including Amazon AWS, Google Cloud Platform, and Microsoft Azure. The solution integrates, manages, and delivers data in complex environments with high performance, governance, and security. It also offers additional solutions, such as the Denodo Platform for Cloud Modernization, the Denodo Platform for Cloud Data Integration, and the Denodo Platform for Cloud Analytics, which overcome common cloud data challenges.

Denodo Features

At the beginning of 2022, version 8.0 of Denodo introduced several new key features of the platform. These include:

Scalability: Denodo can scale from departmental or project to enterprise-wide with geographically distributed nodes. It can also handle large transactional loads of users, sources, and transactions as well as analytical loads of data volumes.
Query optimizers: This feature offers advanced cost-based and source constraint-based query optimization that includes query rewrite, query delegations, data movements, and join optimization.
Intelligent caching: This feature makes full, portal, and time-based caching possible.
Fine-grained security model: This Denodo feature makes integration with external systems possible.
Monitoring and auditing: Denodo offers enterprise-grade monitoring and auditing, which allows for integration with system management products, including Tivoli, Unicenter, and HP BTO.
Development and deployment support: The product offers full lifecycle support for the development and deployment of applications, providing users with all required tools.

Denodo Benefits

Denodo offers various benefits for its users through its services. Some of the greatest advantages of using this platform include:

The solution accelerates time to market for all types of business data through its services.
Denodo provides IT agility, which helps companies respond to business-changing demands in a timely manner.
Users can decide how much data replication they want to reduce through Denodo and use the product in full control.
The solution meets the industry's security and privacy requirements by providing high-grade protection for users' data.
Users can benefit from centralized control of data query executions for complete governance and full security.
Denodo offers legacy replacement, multi-cloud deployments, and cloud migrations with minimal disruptions and a fair price.
The solution utilizes artificial intelligence (AI) and machine learning (ML) to unlock data potential for customers.

Reviews from Real Users

Naresh M., a senior application developer at a financial services firm, appreciates Denodo because it offers quick and simple web services creation.

Alisson M., a senior BigData DevOps engineer at Schaeffler, says that Denodo is great for queries and scouting data.

Denodo

FME is the data integration platform with the best support for spatial data. Run workflows on the desktop or deploy them in a server or cloud environment.

Safe Software

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

Shell, US Department of Commerce, PG&E, BC Hydro, City of Vancouver, Enel, Iowa DoT, San Antonio Water System

Buyer's Guide

Denodo vs. FME

January 2026

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