No more typing reviews! Try our Samantha, our new voice AI agent.

Confluent vs WhereScape RED comparison

 

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 (5th)
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 6.5%, down 8.6% compared to last year.
WhereScape RED, on the other hand, focuses on Data Integration, holds 1.2% mindshare, up 1.0% since last year.
Streaming Analytics Mindshare Distribution
ProductMindshare (%)
Confluent6.5%
Apache Flink9.8%
Databricks8.2%
Other75.5%
Streaming Analytics
Data Integration Mindshare Distribution
ProductMindshare (%)
WhereScape RED1.2%
Informatica Intelligent Data Management Cloud (IDMC)3.5%
SSIS3.5%
Other91.8%
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

"The monitoring module is impressive."
"We mostly use the solution's message queues and event-driven architecture."
"Confluence's greatest asset is its user-friendly interface, coupled with its remarkable ability to seamlessly integrate with a vast range of other solutions."
"We ensure seamless management of Kafka through Confluent, allowing all of our Kafka activities to be handled by a third party."
"With Confluent Cloud we no longer need to handle the infrastructure and the plumbing, which is a concern for Confluent. The other advantage is that all portfolios have access to the data that is being shared."
"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 design of the product is extremely well built and it is highly configurable."
"The benefit is escaping email communication. Sometimes people ignore emails or put them into spam, but with Confluence, everyone sees the same text at the same time."
"Two months into the project we are currently 50% under budget due to how quickly it's possible to develop large-scale solutions in WhereScape."
"The most valuable feature is the metadata generated code and data structures and that it is a fully integrated environment."
"Documentation has excellent potential as it provides the capability to generate data lineage and a complete set of rich documentation and output in multiple formats."
"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."
"Speed to market of a warehouse solution at a relatively inexpensive price point."
"RED generates comprehensive documentation and regenerates it as quickly as things changes, but it also provides impact documentation."
"The most valuable feature is the metadata generated code."
"Support is absolutely excellent, efficient, and timely."
 

Cons

"Confluent has a good monitoring tool, but it's not customizable."
"In Confluent, there could be a few more VPN options."
"It would help if the knowledge based documents in the support portal could be available for public use as well."
"It could have more themes. The themes in the version I'm using are very limited; they offer two to three themes."
"The product should integrate tools for incorporating diagrams like Lucidchart. It also needs to improve its formatting features. We also faced issues while granting permissions."
"It could have more integration with different platforms."
"It could be improved by including a feature that automatically creates a new topic and puts failed messages."
"I am not very impressed by Confluent. We continuously face issues, such as Kafka being down and slow responses from the support team."
"It could use a tool to diagnose what is missing from the environment for WhereScape to install successfully."
"They need a more robust support center. It has been a bit difficult to find solutions to problems that are out-of-the-box."
"As with any product, there are things that can be improved, but most are fairly minor, including things like greater flexibility in ordering job tasks."
"Project-based searching of data objects in the data warehouse browser needs to be improved."
"Project-based searching of data objects in the data warehouse browser needs to be improved."
"Improve the object renaming ability (it works, but it could be more automated)."
"The only other thing I would note is that the IDE isn’t as intuitive as I would like."
"The solution can be a little more user-friendly on enterprise-level where people use it."
 

Pricing and Cost Advice

"Confluent is highly priced."
"Confluent is expensive, I would prefer, Apache Kafka over Confluent because of the high cost of maintenance."
"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."
"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."
"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."
"Our company purchased a corporate unlimited license."
"ROI is at least 10 times."
"Factor in the price of specialized consulting who know this product. They're hard to find and expensive."
"Speed to market of a warehouse solution at a relatively inexpensive price point."
report
Use our free recommendation engine to learn which Streaming Analytics solutions are best for your needs.
886,858 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
15%
Retailer
10%
Computer Software Company
10%
Manufacturing Company
5%
Healthcare Company
10%
Insurance Company
9%
Financial Services Firm
9%
Computer Software Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise4
Large Enterprise16
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...
Ask a question
Earn 20 points
 

Overview

 

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 Confluent vs. WhereScape RED and other solutions. Updated: April 2026.
886,858 professionals have used our research since 2012.