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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
18th
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
10th
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 January 2026, in the Database Development and Management category, the mindshare of Oracle Coherence is 2.2%, up from 2.1% compared to the previous year. The mindshare of Toad Data Modeler is 3.0%, down from 3.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Database Development and Management Market Share Distribution
ProductMarket Share (%)
Toad Data Modeler3.0%
Oracle Coherence2.2%
Other94.8%
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

"Coherence is beneficial due to its multi-indexing to the same object and filtering based on data attributes within the object, followed by aggregation."
"Technical support from Oracle is okay."
"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."
"Auto-complete is the best feature of the solution."
"The feature I really like is the graphical part, especially the control of the relationships."
"It is not feasible for small businesses. It is not used in a small company."
 

Cons

"The initial setup is complex and time-consuming."
"This platform has issues with stability and performance."
"It is not feasible for small businesses. It is not used in a small company."
"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."
"Many users don't know how to add licensing to Toad, or where it is shown, so they could make that easier."
"The product should provide better debugging features."
 

Pricing and Cost Advice

Information not available
"Though I'm not involved in the licensing for Toad Data Modeler, I believe it's per user and not cheap."
"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."
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Top Industries

By visitors reading reviews
Financial Services Firm
36%
Computer Software Company
8%
Performing Arts
6%
Government
5%
Financial Services Firm
13%
Manufacturing Company
10%
Government
8%
Energy/Utilities Company
8%
 

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: December 2025.
881,082 professionals have used our research since 2012.