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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 documentation process is fast with the tool."
"The most valuable feature of Confluent is the wide range of features provided. They're leading the market in this category."
"We primarily use Confluent for service desk and task management, and it is also good for knowledge base management."
"As an enterprise organization, data availability is critical and Confluent provides that SLA support."
"Confluent facilitates the messaging tasks with Kafka, streamlining our processes effectively."
"The most valuable is its capability to enhance the documentation process, particularly when creating software documentation."
"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."
"The design of the product is extremely well built and it is highly configurable."
"WhereScape RED has improved our business's ability to generate needed reporting without requiring a large team of developers to manually code all of the necessary plumbing."
"WhereScape is really helpful in terms of architecture data; everything is automated, so two people can do thousands of tables in one day or two, which saves a lot of time."
"During the POC myself and one WS resource were able to deliver a project in 3 days that had been in development by other resources for 6 months and still hadn't been delivered."
"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."
"Naturally produces a way to easily debug your DW data solutions."
"Quickly develops a data warehouse for our organization with documentation and can track back/forward features."
"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."
"WhereScape RED has improved our business's ability to generate needed reporting without requiring a large team of developers to manually code all of the necessary plumbing."
 

Cons

"The pricing was high for our needs. We should not have to pay for features we do not use."
"In Confluent, there could be a few more VPN options."
"The pricing model should include the ability to pick features and be charged for them only."
"The solution could have an extra plugin or upgrading feature. In addition, it could have more integration with different platforms and be more compatible."
"There is no local support team in Saudi Arabia."
"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."
"The formatting aspect within the page can be improved and more powerful."
"They should remove Zookeeper because of security issues."
"They need a more robust support center. It has been a bit difficult to find solutions to problems that are out-of-the-box."
"Technical support isn't the best. They seem to be more money-oriented than customer-oriented. We found that after the purchase, assistance and support really dropped off."
"It could use a tool to diagnose what is missing from the environment for WhereScape to install successfully."
"I would love to see a GUI interface for defining dependencies between build processes."
"The solution can be a little more user-friendly on enterprise-level where people use it."
"The only other thing I would note is that the IDE isn’t as intuitive as I would like."
"Unfortunately this tool's basic architecture has severe flaws which make it likely impractical for most real world marts or data warehouses."
"They need a more robust support center. It has been a bit difficult to find solutions to problems that are out-of-the-box."
 

Pricing and Cost Advice

"Confluent is an expensive solution."
"Confluent is highly priced."
"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."
"It comes with a high cost."
"You have to pay additional for one or two features."
"Confluent has a yearly license, which is a bit high because it's on a per-user basis."
"The solution is cheaper than other products."
"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."
"ROI is at least 10 times."
"Our company purchased a corporate unlimited license."
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Top Industries

By visitors reading reviews
Financial Services Firm
16%
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...
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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.
886,719 professionals have used our research since 2012.