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Denodo vs IBM InfoSphere DataStage comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 19, 2024

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
6.0
Denodo boosts efficiency with reduced data interface time, improved KPIs, lower churn, and enhanced satisfaction within six months.
Sentiment score
5.9
IBM InfoSphere DataStage increases ROI with improved performance, reduced maintenance, efficient management, and ongoing developer support despite some manual needs.
If you don't need to write a whole ETL to make the data virtualization, you need way fewer people to write a query instead of writing an ETL pipeline.
Senior Backend Engineer at a pharma/biotech company with 51-200 employees
I have seen a return on investment, which showed up in improved customer satisfaction scores.
Vice President at a financial services firm with 10,001+ employees
 

Customer Service

Sentiment score
6.9
Denodo support excels in responsiveness and expertise, though some face delays; comprehensive documentation aids user implementation.
Sentiment score
6.2
IBM InfoSphere DataStage support is generally well-rated for availability and responsiveness, but some report regional and efficiency issues.
They have a good methodology for learning how to use the tool.
Data Architecture and Engineering Specialist at coprocenva
Denodo's customer support team is very competent and responsive.
Datawarehouse & BI consultant, Owner, Mananging partner at NesCon B.V.
If we raise a ticket, it can be resolved or addressed within a reasonable time frame, so support is good.
Principal Architect at a manufacturing company with 10,001+ employees
We also have the flexibility to submit a feature request to be included as part of the wishlist, potentially becoming a product feature in subsequent releases.
Sr Product Manager at a computer software company with 501-1,000 employees
I rate their support as nine on a scale from one to ten.
Senior Data Warehouse Developer at itcinfotech
IBM tech support has allocated dedicated resources, making it satisfactory.
Senior Officer at State Bank of India
 

Scalability Issues

Sentiment score
7.1
Denodo supports enterprise scaling with reliable cloud use, despite manual scaling challenges; highly rated for integration and load balancing.
Sentiment score
7.5
IBM InfoSphere DataStage scales well but may require hardware adjustments under heavy loads, with ratings between 7-9.
For huge data requests, it cannot scale automatically; admin action is required.
Principal Architect at a manufacturing company with 10,001+ employees
Denodo's scalability comes into play specifically when there is data transfer.
Vice President at a financial services firm with 10,001+ employees
While the solution scales well on a single machine, I have doubts about its scalability when deployed as part of a Java component cluster.
Datawarehouse & BI consultant, Owner, Mananging partner at NesCon B.V.
If the job provided suggestions about running this kind of parallel processing and how many virtual nodes are required, it would help.
Senior Data Warehouse Developer at itcinfotech
 

Stability Issues

Sentiment score
7.1
Denodo is praised for stability and performance, with minor issues quickly resolved and excellent production reliability.
Sentiment score
7.6
IBM InfoSphere DataStage is stable, especially on Linux, but experiences some instability on Windows due to memory issues.
I would rate it nine out of ten because it is very reliable, always performing as expected.
Datawarehouse & BI consultant, Owner, Mananging partner at NesCon B.V.
If JVM does not function properly, it may cause Denodo to fail to connect to different sources.
Technology Leader at eTCaaS
Denodo is stable and good.
Data Engineer at a consultancy with 11-50 employees
 

Room For Improvement

Users seek improvements in Denodo's data catalog, integration, performance, security, scalability, documentation, and support resources.
IBM InfoSphere DataStage requires enhanced interfaces, modern integration, better support, user-friendliness, and adaptability with improved performance and cloud capabilities.
Ensuring data caching is up to date is critical.
Director Software Engineer at a computer software company with 10,001+ employees
Denodo needs better communication on how the product can be deployed for specific solutions.
Datawarehouse & BI consultant, Owner, Mananging partner at NesCon B.V.
The system has dependencies on other environments, like JVM, which can affect its performance.
Technology Leader at eTCaaS
If the job itself gave some guidance, such as running this parallel processing with this many nodes, it would help; I think that is missing.
Senior Data Warehouse Developer at itcinfotech
I wonder if it supports other areas, such as cloud environments with open source support, or EdgeShift.
Sr Product Manager at a computer software company with 501-1,000 employees
The solution needs improvement in connectivity with big data technologies such as Spark.
Senior Officer at State Bank of India
 

Setup Cost

Denodo's pricing is costly yet fair, complex, suitable for larger enterprises, with potential discounts and educational trials available.
IBM InfoSphere DataStage pricing varies widely and can be costly, particularly for small businesses, despite being cheaper than competitors.
For small companies, it's not a solution that most small companies can afford.
Senior Backend Engineer at a pharma/biotech company with 51-200 employees
Denodo is considered pricey, limiting its use to large enterprises or government organizations that can afford its comprehensive setup.
Datawarehouse & BI consultant, Owner, Mananging partner at NesCon B.V.
Denodo's pricing is not affordable for small companies and is more suitable for medium to large enterprises.
Technology Leader at eTCaaS
Pricing for IBM InfoSphere DataStage is moderate and not much expensive.
Senior Officer at State Bank of India
 

Valuable Features

Denodo offers exceptional data virtualization, rapid access, strong security, efficient integration, and user-friendly features for seamless data management.
IBM InfoSphere DataStage offers robust ETL capabilities, scalability, excellent integration, user-friendly design, and strong performance for large data volumes.
Denodo's ability to connect to multiple data sources and perform extract-transform-load (ETL) operations on the fly is noteworthy.
Director Software Engineer at a computer software company with 10,001+ employees
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.
Datawarehouse & BI consultant, Owner, Mananging partner at NesCon B.V.
Denodo supports SQL base, so if you want to join two tables or two views, you can use SQL, which is an advantage as most developers or business people know SQL.
Principal Architect at a manufacturing company with 10,001+ employees
It is straightforward from a design and development perspective, and also for deployment.
Sr Product Manager at a computer software company with 501-1,000 employees
As we are a financial organization, security is our main concern, so we prefer enterprise tools.
Senior Officer at State Bank of India
I have leveraged IBM InfoSphere DataStage's integration with IBM's Information Server suite, and it is indeed beneficial.
Senior Data Warehouse Developer at itcinfotech
 

Categories and Ranking

Denodo
Ranking in Data Integration
7th
Average Rating
8.0
Reviews Sentiment
6.6
Number of Reviews
40
Ranking in other categories
Data Virtualization (1st), Cloud Data Integration (6th), Data Management Platforms (DMP) (3rd), AI Data Analysis (3rd)
IBM InfoSphere DataStage
Ranking in Data Integration
5th
Average Rating
7.8
Reviews Sentiment
6.7
Number of Reviews
43
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 IBM InfoSphere DataStage is 2.0%, down from 5.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Integration Market Share Distribution
ProductMarket Share (%)
IBM InfoSphere DataStage2.0%
Denodo1.4%
Other96.6%
Data Integration
 

Featured Reviews

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.
Prasad Bodduluri - PeerSpot reviewer
Senior Data Warehouse Developer at itcinfotech
Has required complex workarounds for scripts and struggles with unstructured data processing
There is no issue with IBM InfoSphere DataStage's graphical interface for designing data flows, but I will provide feedback that we are gathering the source from the Oracle database mainly, as well as from some spreadsheets. With respect to the Oracle DB Connector, if you write any PL/SQL or SQL with the connectors, there aren't many options, such as executing procedures in the PL/SQL, executing functions, or executing packages. The Oracle connector doesn't have many features and needs improvement. Nowadays many people are writing programs in Python or in PL/SQL with respect to Oracle, so especially in IBM InfoSphere DataStage, there are no features to call programs directly instead of calling them as a script. What I am facing, especially with parallel processing, is that a developer and admin have to sit together. They have to run the job multiple times with different combinations of parallel processing to get the best performance. Instead of that, if the job itself gave some guidance, such as running this parallel processing with this many nodes, it would help; I think that is missing. An additional feature I would want to see in the next release is the ability to work on logs, especially machine logs or artificial logs, to pull semi-structured or unstructured data without having to write extensive code in Python and integrate it. If IBM InfoSphere DataStage provided some feature for this, it would help.
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Top Industries

By visitors reading reviews
Financial Services Firm
23%
Manufacturing Company
12%
Computer Software Company
7%
Government
7%
Financial Services Firm
27%
Government
9%
Manufacturing Company
8%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business15
Midsize Enterprise6
Large Enterprise20
By reviewers
Company SizeCount
Small Business23
Midsize Enterprise4
Large Enterprise26
 

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...
Would you upgrade to more premium versions of IBM InfoSphere DataStage?
My company currently uses the free version of the product, and we are definitely switching to a paid one. We needed a tool that can help us not only integrate our data but use it effectively. For ...
Is IBM InfoSphere DataStage more difficult to use compared to other tools in the field?
I think the tool may cause some difficulties if you have not used other data integration solutions before. I have worked at companies that used different tools for data integration, and they work ...
Do you rely on IBM Cloud Paks for your data? Have you utilized this product, or do you use IBM InfoSphere DataStage without it?
IBM Cloud Paks makes a big difference in your data integration. My company has been using it alongside IBM InfoSphere DataStage and while the main product is good on its own, this one truly expands...
 

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
Dubai Statistics Center, Etisalat Egypt
Find out what your peers are saying about Denodo vs. IBM InfoSphere DataStage and other solutions. Updated: January 2026.
881,733 professionals have used our research since 2012.