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Azul Zing vs Reltio Cloud 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

Azul Zing
Ranking in AI Customer Experience Personalization
25th
Average Rating
9.6
Reviews Sentiment
8.2
Number of Reviews
9
Ranking in other categories
Application Infrastructure (13th)
Reltio Cloud
Ranking in AI Customer Experience Personalization
11th
Average Rating
8.4
Reviews Sentiment
6.0
Number of Reviews
14
Ranking in other categories
Cloud Master Data Management (MDM) (2nd), AI Data Analysis (4th)
 

Mindshare comparison

As of March 2026, in the AI Customer Experience Personalization category, the mindshare of Azul Zing is 1.1%, down from 27.2% compared to the previous year. The mindshare of Reltio Cloud is 0.2%. It is calculated based on PeerSpot user engagement data.
AI Customer Experience Personalization Mindshare Distribution
ProductMindshare (%)
Reltio Cloud0.2%
Azul Zing1.1%
Other98.7%
AI Customer Experience Personalization
 

Featured Reviews

it_user500349 - PeerSpot reviewer
CTO at a financial services firm with 51-200 employees
It has helped us improve our latency performance drastically
As a large scale high performance trading platform serving the high frequency trading community, latency has always been critical for our clients. Before using Azul Zing JVM, we would have had to spend a lot of effort tuning our JVM GC and profiling our application to minimize latency, which is…
AG
Human Resources Head at AN INFOSYSTEMS BV
Consulting team maximizes cloud features while seeking workflow improvements
We are quite satisfied with the solution. The only issue we face is with the workflow feature. Every time we need to deploy our workflows, we must contact the Reltio Support Center. We have to rely on their availability and write to them to receive the required JAR files. They are slow to respond to these requests.

Quotes from Members

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

Pros

"The non-stop garbage collector (C4 - Continuously Concurrent Compacting Collector) is the most valuable feature."
"GC Pause times are maintained in low milliseconds, which is beneficial for applications with high volume, high memory allocation rate, and a high memory footprint, and it also increases throughput by approximately 20-25% as compared to Oracle Java Development Kit based on some tests that I have done with real applications."
"Performance of the JVM, especially the C4 Pauseless Garbage Collection, for continuous application execution is the most valuable feature."
"Zing has completely solved the garbage collection problem for us."
"With Zing, we've now been able to re-allocate those tuning resources to general product development."
"With minimal effort, Zing has helped us improve our latency performance drastically."
"No other JVM on the market even comes close to competing with the Azul Zing."
"With minimal effort, Zing has helped us improve our latency performance dramatically."
"It is a scalable product, and the scalability is good. We can configure users."
"Reltio Cloud has positively impacted my organization by reducing the amount of manual effort needed and making it easy to manage downstream systems."
"The cloud feature is very beneficial, and the scalability performance feature is excellent."
"The survivorship feature is great because we can define it, prioritize the sources, and only allow those sources to survive when making the golden record."
"The matching feature of Reltio Cloud is highly effective compared to many other tools available. Additionally, it is almost ready to use out-of-the-box, reducing the implementation time."
"There are default limitations and considerations. For instance, Reltio can store a maximum of 200 values for a single attribute. If your data exceeds this limit, you can request Reltio support to increase the limit. However, be aware that increasing this limit may impact performance, potentially slowing down data loading times."
"The most valuable feature is real-time synchronization. You can see the events as soon as they are posted within a couple of fraction seconds."
"The most valuable feature of Reltio Cloud is the customization we can make in its functionality."
 

Cons

"It is extremely expensive."
"However, like every other great product, there is always something that can be improved."
"Although Azul claims to have a fast warmup, we still experience higher latency for the first trade when our system starts up on Sundays."
"We have encounter stability issues and that has been a source of frustration at times."
"Although Azul claims to have a fast warmup, we still experience higher latency for the first trade when our system starts up on Sundays."
"The licensing over non-production environments considerably affects the cost of our solution as a software vendor."
"The profiling tools included with Zing lag behind those available for Oracle's Java implementation."
"The solution's UI could be enhanced, and its record filtering could be expanded."
"Sometimes, the service goes down for maintenance or when we run a lot of jobs so things get pushed to the queue and results don't get delivered on time."
"The support team is slow to respond when we need assistance with workflow deployments. We must rely on their availability and contact them to receive the required JAR files."
"We need manual data modeling and configuration to tailor the platform to our requirements."
"The download process can be quite slow"
"Initially, the UI was limited in features."
"Reltio Cloud can be improved by providing the possibility to connect with other connectors and databases such as Snowflake, Databricks, and eventually with Azure Data Factory."
"The deployment is difficult."
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Top Industries

By visitors reading reviews
Financial Services Firm
30%
Computer Software Company
10%
Retailer
10%
Real Estate/Law Firm
6%
Computer Software Company
13%
Financial Services Firm
10%
Manufacturing Company
9%
Healthcare Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise4
Large Enterprise2
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise2
Large Enterprise11
 

Questions from the Community

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What needs improvement with Reltio Cloud?
Reltio Cloud can be improved by providing the possibility to connect with other connectors and databases such as Snowflake, Databricks, and eventually with Azure Data Factory. The needed improvemen...
What is your primary use case for Reltio Cloud?
I have been using Reltio Cloud for about one year and a half. My main use case for Reltio Cloud involves collaborating with a lot of people utilizing Reltio Cloud, and what I am doing is creating P...
What advice do you have for others considering Reltio Cloud?
I would rate Reltio Cloud an eight on a scale of one to ten. I chose this rating because of the potential improvements that Reltio Cloud can provide. The cloud provider used for our private cloud d...
 

Overview

 

Sample Customers

Priceline, RBS, Credit Suisse, ING, Creditex, Nielsen, Workday, Saks Fifth Avenue, Entergy, Quotix, Puma and many more.  Visit azul.com for more.
iMiDiA, Slalom, MeritDirect, Cognizant
Find out what your peers are saying about Azul Zing vs. Reltio Cloud and other solutions. Updated: February 2026.
885,311 professionals have used our research since 2012.