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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

"With Confluent Cloud we no longer need to handle the infrastructure and the plumbing, which is a concern for Confluent, and the other advantage is that all portfolios have access to the data that is being shared."
"Confluent is an amazing tool that is highly configurable, integrates very well with Jira, and lets you create nice documentation for various products while also supporting reporting and online content hosting."
"One of the best features of Confluent is that it's very easy to search and have a live status with Jira."
"The design of the product is extremely well built and it is highly configurable."
"Having used SharePoint in the past, when I compare with traditional, old document repositories, like SharePoint, I would definitely recommend Confluent."
"A person with a good IT background and HTML will not have any trouble with Confluent."
"We mostly use the solution's message queues and event-driven architecture."
"The features I find most useful in Confluent are the Multi-Region Cluster, MRC, and the Cluster Linking for replication."
"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."
"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."
"This is a fantastically robust DW tool that will make you at least 10 times faster in producing a DW."
"Speed to market of a warehouse solution at a relatively inexpensive price point."
"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."
"The tool supports multiple target update methods."
"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."
"It has allowed us to produce consistently created, well-documented, easy to maintain DW solutions for our clients."
 

Cons

"They should remove Zookeeper because of security issues."
"The beginner who doesn't know how to work on HTML will struggle as when you create spaces in the Confluent, if you want to have some meeting notes or anything else, you need to know HTML and which HTML tags to include."
"It could be improved by including a feature that automatically creates a new topic and puts failed messages."
"Confluent has a good monitoring tool, but it's not customizable."
"The Schema Registry service could be improved. I would like a bigger knowledge base of other use cases and more technical forums. It would be good to have more flexible monitoring features added to the next release as well."
"Recently, there has been a lot of buzz about Confluent charging high fees while not offering features that match those of other tools."
"It requires some application specific connectors which are lacking. This needs to be added."
"Confluent is expensive, I would prefer, Apache Kafka over Confluent because of the high cost of maintenance."
"Jobs cannot be deleted via the deployment package. When deploying from dev to QA or production, a job has to be retired. The job has to be manually removed from the target environment."
"Unfortunately this tool's basic architecture has severe flaws which make it likely impractical for most real world marts or data warehouses."
"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."
"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."
"Technical support isn't the best."
"The scheduled jobs which are run by the WhereScape scheduler seem to be a strangely separate animal. Unlike all other WhereScape objects, jobs cannot be added to WhereScape projects. Also, unlike all other objects, jobs also cannot be deleted using a WhereScape deployment application."
"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)."
 

Pricing and Cost Advice

"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."
"You have to pay additional for one or two features."
"Regarding pricing, I think Confluent is a premium product, but it's hard for me to say definitively if it's overly expensive. We're still trying to understand if the features and reduced maintenance complexity justify the cost, especially as we scale our platform use."
"Confluent is highly priced."
"Confluent is an expensive solution as we went for a three contract and it was very costly for us."
"Confluent has a yearly license, which is a bit high because it's on a per-user basis."
"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."
"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."
"ROI is at least 10 times."
"Speed to market of a warehouse solution at a relatively inexpensive price point."
"Factor in the price of specialized consulting who know this product. They're hard to find and expensive."
"Our company purchased a corporate unlimited license."
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Retailer
12%
Manufacturing Company
7%
Computer Software Company
6%
Healthcare Company
11%
Comms Service Provider
9%
Construction Company
8%
Insurance Company
7%
 

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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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 Databricks, Microsoft, Apache and others in Streaming Analytics. Updated: September 2026.
913,806 professionals have used our research since 2012.