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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 June 2026, in the Database Development and Management category, the mindshare of Oracle Coherence is 3.2%, up from 2.1% compared to the previous year. The mindshare of Toad Data Modeler is 3.1%, 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 (%)
Toad Data Modeler3.1%
Oracle Coherence3.2%
Other93.7%
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

"The Customer Facing Application response time has been improved 95%."
"It can handle an extremely high volume of data."
"Oracle Coherence is a very good product which helps to create internet-scale applications using a high-performance grid."
"Coherence is beneficial due to its multi-indexing to the same object and filtering based on data attributes within the object, followed by aggregation."
"This product helped our organization to focus on implementing business logic without worrying about scalability on user loads of huge data queries."
"Coherence has improved response times for queries of sizeable data sets, and by allowing for data distribution and replication through clustering, it improves the reliability of information systems."
"A robust standalone caching solution that prioritized speed of data serialization and data integrity was a must, and Coherence delivered on that front."
"The product is stable and solid."
"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."
"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."
"SQL Developer is much better than it was."
"With Toad, all the users have the same database on the server rather than local individual databases which creates a lot of duplication."
"I have used it for over six years."
"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 was immensely helpful in collecting SQL database data, especially as I am not a database admin/engineer."
 

Cons

"Price is very high - as for any Oracle product."
"Would be good if the initial setup was easier."
"They could make the configuration management easier."
"Oracle Coherence has considerable operational risks."
"OSB could be tuned to do things like Apigee."
"We have nodes failing all the time, especially because of timeouts caused by node synchronization, but occasionally there are also memory-related errors."
"Customer service: Five out of 10."
"The price is high. I believe there should be a cheaper version for only the caching solution."
"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."
"It's quite stable but takes a bit of a time to run SQL queries if the database is huge."
"There were issues due to the databases connectivity."
"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."
"Reverse engineering the physical schema is complex and can be made easier."
"Sometimes, Toad crashes without a clue as to why, and it needs an immediate restart."
"What could be improved in Toad Data Modeler is stability and the complex setup."
"Currently, with Windows 10, it sometimes would get stuck and stop responding."
 

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
29%
Computer Software Company
7%
Outsourcing Company
7%
Comms Service Provider
6%
Financial Services Firm
15%
Manufacturing Company
9%
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: June 2026.
900,644 professionals have used our research since 2012.