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Confluent vs WhereScape RED comparison

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Comparison Buyer's Guide

Executive Summary

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

Confluent
Average Rating
8.2
Reviews Sentiment
6.3
Number of Reviews
25
Ranking in other categories
Streaming Analytics (7th)
WhereScape RED
Average Rating
8.2
Reviews Sentiment
7.2
Number of Reviews
15
Ranking in other categories
Data Integration (44th)
 

Mindshare comparison

Confluent and WhereScape RED aren’t in the same category and serve different purposes. Confluent is designed for Streaming Analytics and holds a mindshare of 6.3%, down 8.4% compared to last year.
WhereScape RED, on the other hand, focuses on Data Integration, holds 1.3% mindshare, up 1.0% since last year.
Streaming Analytics Mindshare Distribution
ProductMindshare (%)
Confluent6.3%
Databricks7.4%
Apache Flink7.0%
Other79.3%
Streaming Analytics
Data Integration Mindshare Distribution
ProductMindshare (%)
WhereScape RED1.3%
Informatica Intelligent Data Management Cloud (IDMC)3.7%
SSIS3.6%
Other91.4%
Data Integration
 

Featured Reviews

PavanManepalli - PeerSpot reviewer
AVP - Sr Middleware Messaging Integration Engineer at Wells Fargo
Has supported streaming use cases across data centers and simplifies fraud analytics with SQL-based processing
I recommend that Confluent should improve its solution to keep up with competitors in the market, such as Solace and other upcoming tools such as NATS. Recently, there has been a lot of buzz about Confluent charging high fees while not offering features that match those of other tools. They need to improve in that direction by not only reducing costs but also providing better solutions for the problems customers face to avoid frustrations, whether through future enhancement requests or ensuring product stability. The cost should be worked on, and they should provide better solutions for customers. Solutions should focus on hierarchical topics; if a customer has different types of data and sources, they should be able to send them to the same place for analytics. Currently, Confluent requires everything to send to the same topic, which becomes very large and makes running analytics difficult. The hierarchy of topics should be improved. This part is available in MQ and other products such as Solace, but it is missing in Confluent, leading many in capital markets and trading to switch to Solace. In terms of stability, it is not the stability itself that needs improvement but rather the delivery semantics. Other products offer exactly-once delivery out of the box, whereas Confluent states it will offer this but lacks the knobs or levers for tuning configurations effectively. Confluent has hundreds of configurations that application teams must understand, which creates a gap. Users are often unaware of what values to set for better performance or to achieve exactly-once semantics, making it difficult to navigate through them. Delivery semantics also need to be worked on.
reviewer1618884 - PeerSpot reviewer
BI Analyst DW Architect at a mining and metals company with 10,001+ employees
Quick to set up, flexible, and stable
The scheduling part I don't like due to the fact that it allows you to schedule as a parent and child and other things, however, the error trackability has to be a little more user-friendly. It's also not user-friendly in the sense that it loads all the jobs and there are not enough filters so that it doesn't need to load everything. If the job fails, you don't get any type of alert or email. It would be ideal if there was some sort of automated alert message. Technical support isn't the best. It would be ideal if we understood how to do it in a card exception regarding exclusion, where the card is captured separately rather than filling the whole process on the data inbound side. Certain workloads like this are organized in such a way where you seem to be doubling the work as opposed to streamlining the process.

Quotes from Members

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

Pros

"I would rate the scalability of the solution at eight out of ten. We have 20 people who use Confluent in our organization now, and we hope to increase usage in the future."
"The client APIs are the most valuable feature."
"Implementing Confluent's schema registry has significantly enhanced our organization's data quality assurance."
"The biggest benefit of Confluent as a tool is that it is a distributed platform that provides more durability and stability."
"Their tech support is amazing; they are very good, both on and off-site."
"We primarily use Confluent for service desk and task management, and it is also good for knowledge base management."
"We mostly use the solution's message queues and event-driven architecture."
"The most valuable is its capability to enhance the documentation process, particularly when creating software documentation."
"Support is absolutely excellent, efficient, and timely."
"Data transformations and rollups are easy to accomplish."
"We are now 2.5 years into using WhereScape and all warehouse code we have converted from our old tool to WhereScape has performed faster; anywhere from 20-80% reduction in processing time."
"ROI has been huge; we have a very large healthcare data warehouse and the amount of ETL code we have produced and continue to maintain would not be possible without a tool as cost effective as RED."
"Embedding of standards and design patterns into the tool yields substantial quality and consistency gains."
"Quickly develops a data warehouse for our organization with documentation and can track back/forward features."
"The most valuable feature is the metadata generated code and data structures and that it is a fully integrated environment."
"I would not hesitate to say that if someone has really limited time for a project it can make a difference and you can have the data ready for use in a very short period of time."
 

Cons

"Currently, in the early stages, I see a gap on the security side. If you are using the SaaS version, we would like to get a fuller, more secure solution that can be adopted right out of the box. Confluence could do a better job sharing best practices or a reusable pattern that others have used, especially for companies that can not afford to hire professional services from Confluent."
"There is no local support team in Saudi Arabia."
"It could have more themes. They should also have more reporting-oriented plugins as well. It would be great to have free custom reports that can be dispatched directly from Jira."
"They should remove Zookeeper because of security issues."
"The solution could have an extra plugin or upgrading feature. In addition, it could have more integration with different platforms and be more compatible."
"Confluent has fallen behind in being the tool of the industry. It's taking second place to things such as Word and SharePoint and other office tools that are more dynamic and flexible than Confluent."
"Confluent has a good monitoring tool, but it's not customizable."
"It could have more themes. The themes in the version I'm using are very limited; they offer two to three themes."
"Customization could be better. When you need to modify or write some custom code, it can get a little messy."
"Unfortunately this tool's basic architecture has severe flaws which make it likely impractical for most real world marts or data warehouses."
"I would love to see a GUI interface for defining dependencies between build processes."
"There are some newer features that haven't been included in the training materials yet so they're a little outdated (although the help documentation is very good)."
"Customization could be better."
"Project-based searching of data objects in the data warehouse browser needs to be improved."
"They need a more robust support center. It has been a bit difficult to find solutions to problems that are out-of-the-box."
"The solution can be a little more user-friendly on enterprise-level where people use it."
 

Pricing and Cost Advice

"The pricing model of Confluent could improve because if you have a classic use case where you're going to use all the features there is no plan to reduce the features. You should be able to pick and choose basic services at a reduced price. The pricing was high for our needs. We should not have to pay for features we do not use."
"On a scale from one to ten, where one is low pricing and ten is high pricing, I would rate Confluent's pricing at five. I have not encountered any additional costs."
"Confluent is an expensive solution."
"Confluence's pricing is quite reasonable, with a cost of around $10 per user that decreases as the number of users increases. Additionally, it's worth noting that for teams of up to 10 users, the solution is completely free."
"The solution is cheaper than other products."
"Confluent is an expensive solution as we went for a three contract and it was very costly for us."
"You have to pay additional for one or two features."
"It comes with a high cost."
"Speed to market of a warehouse solution at a relatively inexpensive price point."
"ROI is at least 10 times."
"Our company purchased a corporate unlimited license."
"Factor in the price of specialized consulting who know this product. They're hard to find and expensive."
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Top Industries

By visitors reading reviews
Financial Services Firm
15%
Retailer
12%
Manufacturing Company
7%
Computer Software Company
6%
Healthcare Company
11%
Comms Service Provider
8%
Financial Services Firm
8%
Construction Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise4
Large Enterprise17
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise4
Large Enterprise11
 

Questions from the Community

What is your experience regarding pricing and costs for Confluent?
They charge a lot for scaling, which makes it expensive.
What needs improvement with Confluent?
I recommend that Confluent should improve its solution to keep up with competitors in the market, such as Solace and other upcoming tools such as NATS. Recently, there has been a lot of buzz about ...
What is your primary use case for Confluent?
The main use cases for Confluent are log aggregation and streaming. I'm familiar with Confluent stream processing with KSQL. KSQL helps in terms of data analytics strategies because if we are the d...
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Sample Customers

ING, Priceline.com, Nordea, Target, RBC, Tivo, Capital One, Chartboost
British American Tobacco, Cornell University, Allianz Benelux, Finnair, Solarwinds and many more.
Find out what your peers are saying about Databricks, Microsoft, Apache and others in Streaming Analytics. Updated: August 2026.
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