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Oracle Coherence vs Toad Data Modeler comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 23, 2025

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

Oracle Coherence
Ranking in Database Development and Management
11th
Average Rating
7.8
Reviews Sentiment
5.8
Number of Reviews
31
Ranking in other categories
In-Memory Data Store Services (4th)
Toad Data Modeler
Ranking in Database Development and Management
9th
Average Rating
8.4
Reviews Sentiment
7.3
Number of Reviews
19
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of May 2026, in the Database Development and Management category, the mindshare of Oracle Coherence is 3.1%, up from 2.2% compared to the previous year. The mindshare of Toad Data Modeler is 3.1%, down from 3.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Database Development and Management Mindshare Distribution
ProductMindshare (%)
Toad Data Modeler3.1%
Oracle Coherence3.1%
Other93.8%
Database Development and Management
 

Featured Reviews

SS
Data Engineer at a financial services firm with 10,001+ employees
Facilitating real-time business insights with enhanced data querying
Coherence is beneficial due to its multi-indexing to the same object and filtering based on data attributes within the object, followed by aggregation. These features facilitate querying data with multiple keys rather than just a single key. Its real-time data processing capabilities provide insights for business decisions with up-to-date information.
KQ
Senior engineer at a government with 201-500 employees
Creates intuitive diagrams with comprehensive control over relationships
1) When updating a model after generating a schema, if only a few tables are imported, the tool assumes you want to delete the rest. If you have a large model, you repeatedly have to clarify that you don't want to delete each one. 2) If one could view the same model on physical, logical, and conceptual levels while retaining all information specific to each level (including layout), that would be excellent.

Quotes from Members

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

Pros

"It was suited for stock exchange marketing software, improved performance."
"We are storing information from one of our applications; this allows us to answer requests in milliseconds, while the application would take seconds to answer requests from clients."
"Space consumption is much less."
"This product helped our organization to focus on implementing business logic without worrying about scalability on user loads of huge data queries."
"Coherence absolutely outperforms others in terms of scalability, reliability, and performance."
"Other technologies don’t allow the same level of scale and compute capability, while providing rigorous resilience and security underpinnings."
"Technical support from Oracle is okay."
"I have used Oracle Coherence for more than 10 years, from version 3.5 through 12.1.2.1."
"It is a very good option for creating and editing SQL scripts, especially large ones that I have run in support of government billing applications."
"I have used it for over six years."
"Toad is 100% value for money product."
"I found all features valuable and necessary in Toad Data Modeler, particularly how good the solution is for modeling, database schema generation, and database re-engineering. I also found Toad Data Modeler straightforward to use."
"SQL Developer is much better than it was."
"It's a must-buy, and both pricing and licensing is well in the range of every organization."
"With Toad, all the users have the same database on the server rather than local individual databases which creates a lot of duplication."
"Horizontal layout for each connected database connection makes it easy to work with multiple databases at the same time."
 

Cons

"Initial setup was complex. We wrote a lot of wrapper code around the Coherence libraries in order to make it easier for the developer."
"This platform has issues with stability and performance."
"Reloading really takes a lot of time."
"Monitoring API needs to be improved and needs to be user friendly. Also, the error and exception handling is not that great as it can be difficult to debug issues."
"The price is high. I believe there should be a cheaper version for only the caching solution."
"Data transfer performance over geographical locations. Oracle database has better performance compared to Coherence when accessed from different regions."
"They could make the configuration management easier."
"Initial setup is very complex; specifically, a lot of XML effort is required."
"It's way overpriced, even if it wasn't the buggy product it has become."
"When updating a model after generating a schema, if only a few tables are imported, the tool assumes you want to delete the rest, which is cumbersome."
"What could be improved in Toad Data Modeler is stability and the complex setup."
"There were issues due to the databases connectivity."
"Sometimes, Toad crashes without a clue as to why, and it needs an immediate restart."
"When updating a model after generating a schema, if only a few tables are imported, the tool assumes you want to delete the rest, which is cumbersome."
"The product should provide better debugging features."
"Toad crashes sometimes and it will lose all the saved database information."
 

Pricing and Cost Advice

Information not available
"Price-wise, the lesser it is, the better it is for me, especially in Egypt. I think that the licensing cost ranges from 1,000 to 9,000. Also, it includes maintenance and support for a year."
"Though I'm not involved in the licensing for Toad Data Modeler, I believe it's per user and not cheap."
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Top Industries

By visitors reading reviews
Financial Services Firm
32%
Computer Software Company
8%
Performing Arts
6%
Comms Service Provider
5%
Financial Services Firm
12%
Manufacturing Company
8%
Marketing Services Firm
7%
Energy/Utilities Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise3
Large Enterprise23
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise4
Large Enterprise9
 

Questions from the Community

What needs improvement with Oracle Coherence?
The WebLogic Management is quite cumbersome. The initial setup is complex and time-consuming.
What is your primary use case for Oracle Coherence?
I utilize Coherence for data solutions in the financial industry. Its primary use case includes plain lookup, indexing, filtering, and aggregation.
What advice do you have for others considering Oracle Coherence?
I recommend Coherence, as I don't have any product issues. The main concerns are high pricing and a complex initial setup. Overall, I would rate Coherence as an eight out of ten.
What is your experience regarding pricing and costs for Toad Data Modeler?
Considering its functionality, I would rate its pricing as a seven out of ten. It could be cheaper yet is still pretty good.
What needs improvement with Toad Data Modeler?
1) When updating a model after generating a schema, if only a few tables are imported, the tool assumes you want to delete the rest. If you have a large model, you repeatedly have to clarify that y...
What is your primary use case for Toad Data Modeler?
There are two main use cases. One is reengineering an existing model and making changes from a database. The other is making a new model from scratch. These use cases involve all kinds of systems, ...
 

Also Known As

Coherence
Toad
 

Overview

 

Sample Customers

Industrial Bank of Korea, Hotelbeds, Canon Inc., Verizon, Securitas Direct Espa_a, S.A.U., CetelemEspa_aGrupo BNP Paribas, Telus
Zions Bancorporation
Find out what your peers are saying about Oracle Coherence vs. Toad Data Modeler and other solutions. Updated: April 2026.
893,221 professionals have used our research since 2012.