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Equalum [EOL] pros and cons

Vendor: Google
4.6 out of 5

Pros & Cons summary

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Prominent pros & cons

PROS

Equalum delivers significant performance improvements, reducing synchronization time from a minute to a second for 60 million records.
The platform integrates technologies like Kafka and Spark, offering a unique combination with CDC capabilities.
Equalum is praised for its real-time data processing, ensuring data accuracy and instant synchronization across platforms.
The tool supports comprehensive data integration, migration, and replication use cases on a single platform, eliminating the need for multiple modules.
Equalum focuses extensively on CDC and ETL, providing in-depth features not typically found in multi-function products.

CONS

Equalum needs to improve notification management to allow project-specific notifications instead of batch notifications for all projects.
Capability expansion is required for source connectors and native connectors, especially for large data sources and databases.
Improvement is needed in flow deployment to align with standard Git branching and CI/CD deployment strategies.
Security preferences need enhancements, moving from tenant-based to project-based controls for clearer project ownership and access.
Proven integration with other vendors is essential, along with better integration with databases like Oracle and Microsoft SQL Server.
 

Equalum [EOL] Pros review quotes

SK
Database Administrator at a energy/utilities company with 1,001-5,000 employees
Feb 24, 2021
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.
reviewer1525674 - PeerSpot reviewer
Managing Director at a consultancy with 11-50 employees
Mar 8, 2021
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.
JB
Director of Enterprise Architecture at a pharma/biotech company with 10,001+ employees
Apr 1, 2021
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.
Learn what your peers think about Equalum [EOL]. Get advice and tips from experienced pros sharing their opinions. Updated: January 2026.
880,315 professionals have used our research since 2012.
reviewer1528083 - PeerSpot reviewer
Software Engineer Specialist at a energy/utilities company with 1,001-5,000 employees
Mar 10, 2021
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.
reviewer1530513 - PeerSpot reviewer
Senior Software Engineer at a retailer with 201-500 employees
Mar 14, 2021
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.
it_user1547892 - PeerSpot reviewer
Partner at Gulf Consulting
Apr 5, 2021
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.
reviewer1964886 - PeerSpot reviewer
Ingestion Solutions Head of Data at a financial services firm with 11-50 employees
Oct 31, 2022
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.
 

Equalum [EOL] Cons review quotes

SK
Database Administrator at a energy/utilities company with 1,001-5,000 employees
Feb 24, 2021
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.
reviewer1525674 - PeerSpot reviewer
Managing Director at a consultancy with 11-50 employees
Mar 8, 2021
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.
JB
Director of Enterprise Architecture at a pharma/biotech company with 10,001+ employees
Apr 1, 2021
The deployment of their flows needs improvement. It doesn't work with a typical Git branching and CI/CD deployment strategy.
Learn what your peers think about Equalum [EOL]. Get advice and tips from experienced pros sharing their opinions. Updated: January 2026.
880,315 professionals have used our research since 2012.
reviewer1528083 - PeerSpot reviewer
Software Engineer Specialist at a energy/utilities company with 1,001-5,000 employees
Mar 10, 2021
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.
reviewer1530513 - PeerSpot reviewer
Senior Software Engineer at a retailer with 201-500 employees
Mar 14, 2021
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.
it_user1547892 - PeerSpot reviewer
Partner at Gulf Consulting
Apr 5, 2021
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.
reviewer1964886 - PeerSpot reviewer
Ingestion Solutions Head of Data at a financial services firm with 11-50 employees
Oct 31, 2022
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.