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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
9th
Average Rating
7.8
Reviews Sentiment
5.8
Number of Reviews
31
Ranking in other categories
In-Memory Data Store Services (3rd)
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 August 2026, in the Database Development and Management category, the mindshare of Oracle Coherence is 3.5%, up from 2.0% compared to the previous year. The mindshare of Toad Data Modeler is 3.0%, down from 3.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Database Development and Management Mindshare Distribution
ProductMindshare (%)
Oracle Coherence3.5%
Toad Data Modeler3.0%
Other93.5%
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

"High availability, distributed calculation features, and WebLogic integration are the most valuable features to me."
"Technical support from Oracle is okay."
"Portable object format (POF serialization) allows objects to be serialized and deserialized between Java and .NET so the two platforms can exchange data seamlessly."
"Coherence absolutely outperforms others in terms of scalability, reliability, and performance."
"Basically reducing response times to extremely small latencies in their apps."
"It was suited for stock exchange marketing software, improved performance."
"It helped us to cache the data in memory and improved performance by 10x."
"For high-end solutions, involving advanced features, Coherence outstands competitors, fully justifying its price tag."
"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."
"It's a must-buy, and both pricing and licensing is well in the range of every organization."
"TOAD makes it easy to code and compile stored procedures, is easy to find and edit code, offers the ability to debug and test, and is a great tool that saves a lot of time because it has a lot of components all in one tool so you don’t need to open or use other apps or the command line."
"I have used it for over six years."
"This product is fast to learn and a user-friendly tool."
"The feature I really like is the graphical part, especially the control of the relationships, because you can move them around any way you want, which makes it easy to create a comprehensive and easy-to-understand diagram."
"Horizontal layout for each connected database connection makes it easy to work with multiple databases at the same time."
"It was immensely helpful in collecting SQL database data, especially as I am not a database admin/engineer."
 

Cons

"This platform has issues with stability and performance."
"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."
"Cluster management tools that are independent of WebLogic. Dynamic cluster config rollout and rollback."
"Oracle Coherence has considerable operational risks."
"Data transfer performance over geographical locations. Oracle database has better performance compared to Coherence when accessed from different regions."
"Initial setup was complex. We wrote a lot of wrapper code around the Coherence libraries in order to make it easier for the developer."
"Reloading really takes a lot of time."
"The price is high. I believe there should be a cheaper version for only the caching solution."
"We sometimes have issues with multiple nested queries. They take a long time to run, and it would be nice to have them run faster."
"Sometimes, Toad crashes without a clue as to why, and it needs an immediate restart."
"Toad crashes sometimes and it will lose all the saved database information."
"Although a lot of people get deceived by the name “Data Analysis”, it has capacity of any enterprise tool, but not to the point of creating multiple pipes in one integrated work-flow, batching the work-flows and running them parallel for data loads."
"Reverse engineering the physical schema is complex and can be made easier."
"Currently, with Windows 10, it sometimes would get stuck and stop responding."
"It's quite stable but takes a bit of a time to run SQL queries if the database is huge."
"The product should provide better debugging features."
 

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
27%
Outsourcing Company
9%
Comms Service Provider
7%
Computer Software Company
7%
Financial Services Firm
13%
Manufacturing Company
9%
Construction Company
8%
Comms Service Provider
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: August 2026.
908,800 professionals have used our research since 2012.