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KNIME Business Hub vs Oracle Advanced Analytics comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Feb 8, 2026

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

KNIME Business Hub
Ranking in Data Mining
1st
Average Rating
8.2
Reviews Sentiment
6.8
Number of Reviews
63
Ranking in other categories
Data Science Platforms (3rd)
Oracle Advanced Analytics
Ranking in Data Mining
6th
Average Rating
8.0
Reviews Sentiment
4.4
Number of Reviews
10
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of May 2026, in the Data Mining category, the mindshare of KNIME Business Hub is 11.4%, down from 25.1% compared to the previous year. The mindshare of Oracle Advanced Analytics is 4.9%, up from 4.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Mining Mindshare Distribution
ProductMindshare (%)
KNIME Business Hub11.4%
Oracle Advanced Analytics4.9%
Other83.7%
Data Mining
 

Featured Reviews

NataliaRaffo - PeerSpot reviewer
Co Founder & Chief Data Officer Cdo at NTT DATA
Workflow automation has accelerated advanced analytics and machine learning delivery
Sometimes it is a little bit difficult to use some nodes when we have many large-scale data, for example, CSV files with a large amount of data. It is sometimes difficult to try to import the data in KNIME Business Hub nodes because I think that some features that are in the CSV in text, for example, large text, is difficult for KNIME Business Hub to import these fields. I don't know why, but it is very difficult. We need to try to use different nodes for importing the data, such as File Reader and CSV Reader. However, I think that it is always the features that have much text, it is difficult for KNIME Business Hub to understand and import this information. I don't know why, or maybe I don't know if we don't know what the better option is to configure the node to import all the CSV or the data set. However, we have always had this problem. In some nodes, sometimes it is the same because sometimes, for example, I have a CSV and in my CSV, I have a feature that is, for example, a date. When I import this data set in the File Reader node, I have problems with this field because it is a date, but the problem is that it imports it as text, for example. We try to use their nodes that convert text to date, but sometimes it is difficult, and it is not immediate to transform the text into a date. So we needed to convert the text into a date in the CSV, and then import it again in the KNIME Business Hub node and try to have a good read of this field. I know that KNIME Business Hub has some nodes to convert text to date and others, but sometimes it is difficult to use these nodes. I don't know why. Maybe it needs a specific format for the date and we need to transform our feature in this option. So sometimes it is a large process to convert these features. However, sometimes we need to investigate and search for other nodes, and try with other nodes to import these cases.
reviewer2174289 - PeerSpot reviewer
External Consultant at a consultancy with 51-200 employees
Customization and centralization improve efficiency despite complex user interface
The organizational context makes it difficult to deploy Oracle Advanced Analytics because we have all kinds of contract maintenance parties; however, the software installation itself is something we're used to doing, so that's no problem for us. It is not a really easy product to use, so you have to do a lot of configuration. The user interface is somewhat complex, and while they're working on that, for the end-user it is not really intuitive, so that could be improved. Currently, we are not using the predictive analytics capabilities, so I cannot say anything about it.

Quotes from Members

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

Pros

"The hardest part is keeping a tidy workspace because of the many nodes involved. When teaching, it would be helpful if there was more emphasis on how to group nodes effectively. For example, turning frequently used nodes into a single component can simplify things."
"Clear view of the data at every step of ETL process enables changing the flow as needed."
"We can deploy the solution in a cluster as well."
"Usability, and organising workflows in very neat manner. Controlling workflow through variables is something amazing."
"It provides very fast problem solving and I don't need to do much coding in it. I just drag and drop."
"It is possible to configure the system to effectively manage memory and space requirements."
"I know I don't use it to its full capacity, but I love the Rule Engine feature. It has allowed me to create lookup tables on the fly and break down text fields into quantifiable data."
"We have been using these features extensively and we find them to be very valuable in achieving what we hoped to achieve with the tool."
"Viewing the data on the Dashboard with charts is a great option this tool provides."
"Oracle is number one in the world for security, safety, and privacy."
"One of the valuable features is the ability to pull together multiple sources of information and the tools are easy to use which is the main factor."
"The dashboard interface is intuitive and the user is able to interact with it to receive good results from the analytic."
"Oracle Advanced Analytics effectively prevents threats and helps maintain a secure network environment."
"When needed, we will work closely with Oracle support and implement their workaround in our application."
"When it comes to data mining, I am acquainted with most or all of the Oracle tools and have had a positive experience with them."
"Oracle Data Mining provides a powerful functionality as it enables users to discover new insights hidden in data."
 

Cons

"For graphics, the interface is a little confusing."
"The user interface could be a little bit more comfortable."
"The graphic features of KNIME need improvement"
"They could add more detailed examples of the functionality of every node, how it works and how we can use it, to make things easier at the beginning."
"There are other applications that I've used that make collecting the data and interpreting it a lot easier."
"They could add more detailed examples of the functionality of every node, how it works and how we can use it, to make things easier at the beginning."
"KNIME doesn't handle large datasets or a high number of records well."
"I would prefer to have more connectivity."
"Problems in handling huge data sets."
"There are some transactions we have not been able to find through the dashboard."
"The performance, scalability and queries should be addressed, as well as the data distribution of certain data techniques."
"I would like to see an improvement in the ease of implementing customized data sources and the like."
"One area for product improvement is the user experience, particularly when navigating through screens."
"Could use some refinement getting things that are not standard cloud applications, but more customized."
"The performance, scalability and queries should be addressed, as well as the data distribution of certain data techniques."
"Basic capabilities, less professional than would be expected from a company dealing with databases as a core business."
 

Pricing and Cost Advice

"It's an open-source solution."
"At this time, I am using the free version of Knime."
"The price of KNIME is quite reasonable and the designer tool can be used free of charge."
"KNIME assets are stand alone, as the solution is open source."
"This is an open-source solution that is free to use."
"There is no cost for using KNIME because it is an open-source solution, but you have to pay if you need a server."
"For beginners, the free desktop version is very attractive, but the full server version can be more expensive. I have only used the free version and it offers a fair pricing system. I have been promoting it to others without any compensation or request from the company, simply because I am enthusiastic about it. I am not aware of the pricing for the server version, but it seems to be widely used."
"The price for Knime is okay."
"The solution is priced well."
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Top Industries

By visitors reading reviews
Financial Services Firm
12%
Manufacturing Company
9%
University
8%
Educational Organization
7%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business21
Midsize Enterprise16
Large Enterprise32
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise2
Large Enterprise1
 

Questions from the Community

What is your experience regarding pricing and costs for KNIME?
I rate the product’s pricing a seven out of ten, where one is cheap and ten is expensive.
What needs improvement with KNIME?
In my previous PeerSpot review from March 2024, I mentioned that KNIME was not very strong in visualization and that I wanted to see NLQ (Natural Language Query) and automated visualization capabil...
What is your primary use case for KNIME?
I mainly use KNIME for ETL and data integration projects, followed by clustering and customer segmentation, process mining, AI and machine learning preprocessing pipelines, and recently GenAI orche...
What is your experience regarding pricing and costs for Oracle Advanced Analytics?
I am currently satisfied with the pricing for Oracle Advanced Analytics. It's a little bit high maybe, but I think it's acceptable.
What needs improvement with Oracle Advanced Analytics?
The organizational context makes it difficult to deploy Oracle Advanced Analytics because we have all kinds of contract maintenance parties; however, the software installation itself is something w...
What is your primary use case for Oracle Advanced Analytics?
I currently use the solution just for gathering information, and I'm working on a side project detailing cloud costs. I downloaded the information to get some information about the situation. We ty...
 

Also Known As

KNIME Analytics Platform
OAA
 

Overview

 

Sample Customers

Infocom Corporation, Dymatrix Consulting Group, Soluzione Informatiche, MMI Agency, Estanislao Training and Solutions, Vialis AG
Orbitz, Marriott, SGS Life Science, Masdar, AlliantEnergy Corporation, British Standards Institute, Skybox Security, Triple PointTechnology, and Coca Cola.
Find out what your peers are saying about KNIME Business Hub vs. Oracle Advanced Analytics and other solutions. Updated: April 2026.
893,438 professionals have used our research since 2012.