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Oracle Coherence vs Toad Data Modeler comparison

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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
10th
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
11th
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 November 2026, in the Database Development and Management category, the mindshare of Oracle Coherence is 3.8%, up from 1.9% compared to the previous year. The mindshare of Toad Data Modeler is 3.1%, down from 3.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Database Development and Management Mindshare Distribution
ProductMindshare (%)
Oracle Coherence3.8%
Toad Data Modeler3.1%
Other93.1%
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."
"This product helped our organization to focus on implementing business logic without worrying about scalability on user loads of huge data queries."
"Other technologies don’t allow the same level of scale and compute capability, while providing rigorous resilience and security underpinnings."
"Coherence is beneficial due to its multi-indexing to the same object and filtering based on data attributes within the object, followed by aggregation."
"The product is stable and solid."
"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."
"Coherence allows linear on-line scalability across multiple commodity servers."
"Portable object format (POF serialization) allows objects to be serialized and deserialized between Java and .NET so the two platforms can exchange data seamlessly."
"Ability to save my custom queries and Macros"
"SQL Developer is much better than it was."
"Toad allowed us to run the query on the cloud DB and return data from the query, making things much faster."
"With Toad, all the users have the same database on the server rather than local individual databases which creates a lot of duplication."
"This product is fast to learn and a user-friendly tool."
"Horizontal layout for each connected database connection makes it easy to work with multiple databases at the same time."
"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."
"Toad is 100% value for money product."
 

Cons

"It has become very heavy along with the price for Oracle's integrated product as a fusion middleware."
"Product is too expensive and support is poor. There are better products."
"This platform has issues with stability and performance."
"We have encountered the occasional minor bug and very occasional more serious bug."
"The cross-site or cross-data center replication seems slow. This can be improved."
"We have nodes failing all the time, especially because of timeouts caused by node synchronization, but occasionally there are also memory-related errors."
"Initial setup was complex. We wrote a lot of wrapper code around the Coherence libraries in order to make it easier for the developer."
"In my experience, I did find it challenging to use this product when namespace prefixes on the resulting XML object was a requirement."
"Currently, with Windows 10, it sometimes would get stuck and stop responding."
"What could be improved in Toad Data Modeler is stability and the complex setup."
"It is not feasible for small businesses. It is not used in a small company."
"There were issues due to the databases connectivity."
"The product should provide better debugging features."
"It's way overpriced, even if it wasn't the buggy product it has become."
"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."
"Better documentation would be a benefit."
 

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
21%
Outsourcing Company
13%
Comms Service Provider
7%
Construction Company
5%
Financial Services Firm
13%
Manufacturing Company
10%
Comms Service Provider
8%
Outsourcing 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: November 2026.
920,574 professionals have used our research since 2012.