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Confluent vs WhereScape RED comparison

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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 find Confluent's Kafka Connectors and Kafka Streams invaluable for my use cases because they simplify real-time data processing and ETL tasks by providing reliable, pre-packaged connectors and tools."
"Implementing Confluent's schema registry has significantly enhanced our organization's data quality assurance."
"A person with a good IT background and HTML will not have any trouble with Confluent."
"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."
"The most valuable feature that we are using is the data replication between the data centers allowing us to configure a disaster recovery or software. However, is it's not mandatory to use and because most of the features that we use are from Apache Kafka, such as end-to-end encryption. Internally, we can develop our own kind of product or service from Apache Kafka."
"The most valuable feature of Confluent is the wide range of features provided. They're leading the market in this category."
"Confluent facilitates the messaging tasks with Kafka, streamlining our processes effectively."
"The design of the product is extremely well built and it is highly configurable."
"Their support staff are very knowledgeable, courteous, and professional. I feel their support staff go above and beyond to assure their customers are satisfied."
"WhereScape is really helpful in terms of architecture data. Everything is one of automation. Two people can do thousands of tables in one day or two. It saves a lot of time."
"WhereScape's deployment package is a fantastic feature. The application allows for selecting specific objects that you would like to deploy from one environment to another rather than deploying the entire database."
"Naturally produces a way to easily debug your DW data solutions."
"I like the data vault implementations."
"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."
"I like the data vault implementations, the ELT feature, and the automatic generation of logic as it saves time."
"The tool supports multiple target update methods."
 

Cons

"The pricing model should include the ability to pick features and be charged for them only."
"There is no local support team in Saudi Arabia."
"Confluent has a good monitoring tool, but it's not customizable."
"They should remove Zookeeper because of security issues."
"Recently, there has been a lot of buzz about Confluent charging high fees while not offering features that match those of other tools."
"It would be great if the knowledge based documents in the support portal could be available for public use as well."
"It could have more integration with different platforms."
"From the control center perspective, there is a lot of room for improvement in the visualization."
"It could use a tool to diagnose what is missing from the environment for WhereScape to install successfully."
"The only other thing I would note is that the IDE isn’t as intuitive as I would like."
"I don't think the solution is very stable. Even though I like this tool numerous bugs made it difficult and unreliable."
"Customization could be better."
"The ability to execute SSIS projects within WhereScape would be nice because we have a lot of packages that are too cumbersome to recreate."
"Data discovery would be more powerful with machine learning features."
"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."
 

Pricing and Cost Advice

"Confluent is expensive, I would prefer, Apache Kafka over Confluent because of the high cost of maintenance."
"You have to pay additional for one or two features."
"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."
"The solution is cheaper than other products."
"Confluent is an expensive solution."
"Confluent is an expensive solution as we went for a three contract and it was very costly for us."
"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."
"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."
"ROI is at least 10 times."
"Speed to market of a warehouse solution at a relatively inexpensive price point."
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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
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: September 2026.
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