Denodo vs Equalum comparison

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5,393 views|3,396 comparisons
Equalum Logo
1,411 views|541 comparisons
Comparison Buyer's Guide
Executive Summary

We performed a comparison between Denodo and Equalum based on real PeerSpot user reviews.

Find out what your peers are saying about Microsoft, Informatica, Oracle and others in Data Integration.
To learn more, read our detailed Data Integration Report (Updated: March 2024).
765,234 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"It is a go-to tool for data virtualization. The virtualization and data catalog are the features of why we chose Denodo.""The ability to transfer data is very valuable.""The ability to connect to a lot of different sources.""Data mining is one of the valuable features. We're able to connect all of the data sources with the installed driver, so that is a good advantage in Denodo. Being able to join the tables and view them is also valuable.""One thing that we have noticed is that when you have a BI tool, you end up building a lot of the logic in the BI tool, but as a company, every company wants to be tool agnostic because today, you could be in the Qlik Sense, and tomorrow, you may decide to go with Tableau or something else that is there. If you have put a lot of logic within the tool, transitioning or moving away from one BI tool to another tool becomes a very intensive process. By keeping the logic in Denodo, you can move to any tool.""Denodo is lightweight in terms of how it leads you to combine your discrete data systems at one spot.""It can support a number of data sources, and it can pull flat files, from cloud-based databases or from those on-premises. Denodo can pull from any data source and interface with the view. Then, we can publish the view.""The most valuable features are query optimization and the single language independence from the sources we're using to catch data."

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"Equalum provides a single platform for core architectural use cases, including CDC replication, streaming ETL, and batch ETL. That is important to our clients because there is no other single-focus product that covers these areas in that much detail, and with this many features on the platform. The fact that they are single-minded and focused on CDC and ETL makes this such a rich solution. Other solutions cover these things a little bit in their multi-function products, but they don't go as deep.""It's a really powerful platform in terms of the combination of technologies they've developed and integrated together, out-of-the-box. The combination of Kafka and Spark is, we believe, quite unique, combined with CDC capabilities. And then, of course, there are the performance aspects. As an overall package, it's a very powerful data integration, migration, and replication tool.""All our architectural use cases are on a single platform, not multiple platforms. You don't have to dump into different modules because it is the same module everywhere.""It's got it all, from end-to-end. It's the glue. There are a lot of other products out there, good products, but there's always a little bit of something missing from the other products. Equalum did its research well and understood the requirements of large enterprise and governments in terms of one tool to rule them all, from a data migration integration perspective.""Equalum has resulted in system performance improvements in our organization. Now, I am ingressing data off of multiple S3 sources, doing data processing, and formatting a schema. This would usually take me a couple of days, but now it takes me hours.""The main impact for Oracle LogMiner is the performance. Performance is drastically reduced if you use the solution’s Oracle Binary Log Parser. So, if we have 60 million records, initially it used to take a minute. Now, it takes a second to do synchronization from the source and target tables.""Equalum is real-time. If you are moving from an overnight process to a real-time process, there is always a difference in what reports and analytics show compared to what our operational system shows. Some of our organizations, especially finance, don't want those differences to be shown. Therefore, going to a real-time environment makes the data in one place match the data in another place. Data accuracy is almost instantaneous with this tool.""I found two features in Equalum that I consider the most valuable. One is that Equalum is a no-code tool. You can do your activities on its graphical interface, which doesn't require complex knowledge of extracting, changing, or loading data. Another feature of Equalum that I like the most is that it monitors the data transfers and tells you if there's any issue so that you can quickly check and correct it. Equalum also tells you where the problem lies, for example, if it's a hardware or communication issue."

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Cons
"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.""I would like it if we could pull the data model or export the data model because Denodo has, based on how you build, something called associations. The data model gets very confusing when you go look at it. It depends on how you define it, but it's really huge. I wish there was a way to export it into Visio. It could be that they already have a way to do it, and I don't know, but it would be much easier for the architects and even for the developers to look at it than scrunching it into the screen and expanding every small portion of it. If there was an easy way to export the Denodo model into another modeling tool and view it, it would be great.""The solution should have its own acceleration technology.""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.""I would like to see a proper way to avoid killing the sourcing systems.""Sometimes, Windows-related functions do not work properly in Denodo. The analytic functions in SQL do not work properly.""We would like this solution to be more universally user-friendly. At present it is really only aimed at IT specialists.""Denodo currently integrates with ChatGPT, but the ability to manage and utilize them directly within Denodo would be a significant improvement."

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"They need to expand their capabilities in some of the targets, as well as source connectors, and native connectors for a number of large data sources and databases. That's a huge challenge for every company in this area, not just Equalum.""There is not enough proven integration with other vendors. That is what needs to be worked on. Equalum hasn't tested anything between vendors, which worries our clients. We need more proven vendor integration. It is an expensive product and it needs to support a multi-vendor approach.""The deployment of their flows needs improvement. It doesn't work with a typical Git branching and CI/CD deployment strategy.""Right now, they have a good notification system, but it is in bulk. For example, if I have five projects running and I put a notification, the notification comes back to me for all five projects. I would like the notification to come back only for one project.""If you need to use the basic features of Equalum, for example, you don't even need data integration, then many competitors in the market can give you basic features. For instance, if you need batch ETL, you can pick among solutions in the market that have been around longer than Equalum. What needs improvement in Equalum is replication, as it could be faster. Equalum also needs better integration with specific databases such as Oracle and Microsoft SQL Server.""I should be able to see only my project versus somebody else's garbage. That is something that would be good in future. Right now, the security is by tenants, but I would like to have it by project, e.g., this project has this source and flows in these streams, and I have access to this on this site.""Their UI could use some work. Also, they could make it just a little faster to get around their user interface. It could be a bit more intuitive with things like keyboard shortcuts."

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Pricing and Cost Advice
  • "The licensing should be improved, as the cost per connector is quite expensive."
  • "I don't know the actual cost, but it's tens of thousands of dollars per month."
  • "The licensing charges for this solution are payable annually."
  • "The pricing is pretty good, and I would rate it at four out of five."
  • "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."
  • "There is an express edition and a licensed enterprise edition."
  • "Talking with my manager and others, nobody has complained about the pricing so far which is a positive sign."
  • More Denodo Pricing and Cost Advice →

  • "They have a very simple approach to licensing. They don't get tied up with different types of connectivity to different databases. If you need more connectors or if you need more CPU, you just add on. It's component-based pricing."
  • "Equalum was reasonably priced. It is not like those million dollar tools, such as Informatica."
  • "Equalum is rather expensive compared to its competitors. So, you have to make up that cost in time savings, and we usually do that. If we are saving money, it is because we are reducing our development time."
  • "As soon as you have more than six users, Equalum is lower in cost [than Talend] and if the group gets bigger, it's quite a big delta. If more users want to use it, you don't end up with an increase in licensing costs, so that makes it very easy. And if you need more licenses or more sources, it's a very simple upgrade methodology."
  • "Equalum licensing costs vary, but I won't be able to give information on its fees."
  • More Equalum Pricing and Cost Advice →

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    Questions from the Community
    Top Answer: 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 it… more »
    Top Answer: 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… more »
    Top Answer: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… more »
    Top Answer:You'd want to use the Equalium Oracle Binary Log Parser because it's just better than the LogMiner. Sure, LogMiner is made by Oracle and probably the team knows some insight to make it efficient that… more »
    Top Answer:I'm using Equalum's data replication software for Oracle because that's the one database it's designed for. While it may sound limiting, when you find out how many solutions it can provide for you if… more »
    Top Answer:No, it's not free but you can benefit from a free trial, though. There's an option to try their platform for a limited amount of time, so that may be useful to help you decide if you want to continue… more »
    Ranking
    12th
    out of 94 in Data Integration
    Views
    5,393
    Comparisons
    3,396
    Reviews
    20
    Average Words per Review
    718
    Rating
    7.8
    27th
    out of 94 in Data Integration
    Views
    1,411
    Comparisons
    541
    Reviews
    1
    Average Words per Review
    628
    Rating
    9.0
    Comparisons
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    Azure Data Factory logo
    Compared 44% of the time.
    Fivetran logo
    Compared 16% of the time.
    Oracle GoldenGate logo
    Compared 14% of the time.
    Qlik Replicate logo
    Compared 12% of the time.
    Learn More
    Equalum
    Video Not Available
    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.

    Equalum is a fully-managed, end-to-end data integration and real-time data streaming platform, powered by industry-leading change data capture (CDC) tech and modern data transformation capabilities (streaming ETL and ELT). Equalum's enterprise-grade platform features intuitive UI allowing you to build robust, real-time data pipelines in minutes.

    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
    SIEMENS, GSK, Wal-Mart, T Systems
    Top Industries
    REVIEWERS
    Financial Services Firm25%
    Manufacturing Company19%
    Computer Software Company13%
    Government6%
    VISITORS READING REVIEWS
    Financial Services Firm19%
    Manufacturing Company9%
    Computer Software Company9%
    Energy/Utilities Company7%
    VISITORS READING REVIEWS
    Manufacturing Company17%
    Computer Software Company17%
    Pharma/Biotech Company8%
    Financial Services Firm8%
    Company Size
    REVIEWERS
    Small Business33%
    Midsize Enterprise13%
    Large Enterprise53%
    VISITORS READING REVIEWS
    Small Business14%
    Midsize Enterprise9%
    Large Enterprise77%
    REVIEWERS
    Small Business29%
    Midsize Enterprise14%
    Large Enterprise57%
    VISITORS READING REVIEWS
    Small Business20%
    Midsize Enterprise17%
    Large Enterprise63%
    Buyer's Guide
    Data Integration
    March 2024
    Find out what your peers are saying about Microsoft, Informatica, Oracle and others in Data Integration. Updated: March 2024.
    765,234 professionals have used our research since 2012.

    Denodo is ranked 12th in Data Integration with 29 reviews while Equalum is ranked 27th in Data Integration with 7 reviews. Denodo is rated 7.8, while Equalum is rated 9.2. The top reviewer of Denodo writes "Saves our underwriters' time with data virtualization, but could provide more learning resources". On the other hand, the top reviewer of Equalum writes "Frees staff to focus on data workflow and on what can be done with data, and away from the details of the technology". Denodo is most compared with Azure Data Factory, AWS Glue, Delphix, Informatica PowerCenter and Mule Anypoint Platform, whereas Equalum is most compared with Azure Data Factory, Fivetran, Oracle GoldenGate, EDB Postgres Replication Server and Qlik Replicate.

    See our list of best Data Integration vendors and best Cloud Data Integration vendors.

    We monitor all Data Integration reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.