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KNIME Business Hub vs Oracle Advanced Analytics comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Nov 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
6.7
Number of Reviews
65
Ranking in other categories
Data Science Platforms (3rd)
Oracle Advanced Analytics
Ranking in Data Mining
6th
Average Rating
8.0
Reviews Sentiment
4.8
Number of Reviews
11
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of November 2026, in the Data Mining category, the mindshare of KNIME Business Hub is 11.4%, down from 16.8% compared to the previous year. The mindshare of Oracle Advanced Analytics is 5.3%, up from 4.0% 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 Analytics5.3%
Other83.3%
Data Mining
 

Featured Reviews

FE
Data Analyst at Politecnico di Milano
Automation has transformed payroll reporting and empowers nontechnical teams to run data workflows
KNIME Business Hub could be improved by increasing integration between KNIME and other tools, such as where companies store data and data visualization tools, making it easier to integrate with these tools and faster to create dashboard updates and quick data extraction through KNIME. An ETL process must communicate with both data sources and the data visualization layer. The integration needs to be more robust, and the nodes that act as connectors to these sources and tools need to be more robust, as the flow often broke when the problem was just a connection issue. This should be improved and perhaps expanded. Another problem was that KNIME could not integrate with all tools. Expanding the possibilities of creating reports and connecting to data visualization tools, especially on the data visualization side, would be useful. The output of an ETL process or ETL flow is visualization through a dashboard or report, so more downstream integration in the process would be needed. Regarding improvements needed in KNIME Business Hub, there may be a hierarchy of users and certain applications created. On the security side of accessing company data, I do not know whether this is already sufficiently considered by KNIME or not. I hope so, because certain data are sensitive and need to be handled with care. The fact that KNIME is enabled to access such data means you also need to ensure that authorizations and data processing policies are respected. Because some company data are sensitive, the fact that KNIME reads them also requires guaranteeing that a policy is respected on the other side. I hope this has already been considered by KNIME Business Hub; I am not aware, but if it has not, this could be an aspect to consider: privacy and the protection of company data when they are read by a system that is not company-owned but still must read them with all proper requirements and safeguards.
PR
Technical Manager at LTM
Analytics features have improved our reporting workflows and support data‑driven decisions
The feature is called Oracle R Enterprise, and I have not worked with it. I have not used Oracle Enterprise. I am hearing about it for the first time. We have not used machine learning. We do not work with it for creating any data models from machine learning. My overall rating for this product is 8.

Quotes from Members

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

Pros

"The solution allows for sharing model designs and model operations with other data analysts."
"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."
"I am impressed by the modularity and reusability in KNIME, especially the ability to make small adjustments to object configurations."
"There are a lot of connectors available in KNIME."
"I think that KNIME Business Hub is very robust and is a leading solution for analytics and advanced analytics."
"It has allowed us to easily implement advanced analytics into various processes."
"The most valuable feature is the data wrangling, which is what I mainly use it for."
"KNIME is easy to use, it's stable, powerful, and has a lot of features."
"We have used Oracle Data Miner, which has a drag-and-drop interface that creates the workflow and is easy to use to build workflow-based modeling."
"Oracle is number one in the world for security, safety, and privacy."
"Easy to use, simple, with a quick learning curve."
"Oracle Data Mining provides a powerful functionality as it enables users to discover new insights hidden in data."
"When needed, we will work closely with Oracle support and implement their workaround in our application."
"Ability to pull together multiple sources of information."
"Viewing the data on the Dashboard with charts is a great option this tool provides."
"Oracle Advanced Analytics effectively prevents threats and helps maintain a secure network environment."
 

Cons

"In my environment, I need to access a lot of servers with different characteristics and access methods. Some of my servers have to be accessed using proxy which is not supported by KNIME, so I still need to create the middleware to supply the source of my KNIME configurations."
"The overall user experience feels unpolished. In particular: Data field type conversion is a real hassle, and date fields are a hassle; documentation is pretty poor; user community is average at best."
"I think some of the online training content could be better, although I have been able to find all of the information."
"The user interface could be a little bit more comfortable."
"I believe it would be beneficial to offer a free bundle for users starting to use KNIME Business Hub for the first time."
"From the point of view of the interface, they can do a little bit better."
"For graphics, the interface is a little confusing. So, this is a point that could be improved."
"It's difficult to provide input on the improvement area because it's more of self-learning. However, there are times when I am not able to do certain things. I don't know if it's because the solution doesn't allow me or if it's because of the lack of knowledge."
"One area for product improvement is the user experience, particularly when navigating through screens."
"Problems in handling huge data sets."
"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."
"There are some transactions we have not been able to find through the dashboard."
"Since a separate Oracle database is needed, the data loading and cleansing the raw data can be a time consuming process."
"I would like to see an improvement in the ease of implementing customized data sources and the like."
"It is not a really easy product to use, so you have to do a lot of configuration."
 

Pricing and Cost Advice

"KNIME assets are stand alone, as the solution is open source."
"KNIME is a cost-effective solution because it’s free of cost."
"KNIME offers a free version"
"I use the open-source version."
"KNIME is a cheap product. I currently use KNIME's open-source version."
"KNIME is an open-source tool, so it's free to use."
"Scaling to the on-premises version requires a licensing fee per user that is a bit expensive in comparison to R, Python, and SAS."
"KNIME desktop is free, which is great for analytics teams. Server is well priced, depending on how much support is required."
"The solution is priced well."
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Top Industries

By visitors reading reviews
Financial Services Firm
10%
University
8%
Manufacturing Company
8%
Outsourcing Company
7%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business21
Midsize Enterprise16
Large Enterprise35
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise2
Large Enterprise2
 

Questions from the Community

What needs improvement with KNIME?
KNIME Business Hub could be improved by increasing integration between KNIME and other tools, such as where companies store data and data visualization tools, making it easier to integrate with the...
What is your primary use case for KNIME?
I used KNIME Business Hub in my previous role for approximately six months, from April to September 2025. The primary use case for KNIME Business Hub was creating an ETL flow for the HR team that g...
What advice do you have for others considering KNIME?
Regarding concrete examples of metrics or results obtained with KNIME Business Hub, we definitely saved a lot in terms of time and productivity. The work was also much more fluid and activities wer...
What is your experience regarding pricing and costs for Oracle Advanced Analytics?
It is not about data, but mostly about cost, which is why I do not give it a nine or ten. It is costly.
What needs improvement with Oracle Advanced Analytics?
From my perspective, there is sometimes room for improvement in advanced analytics, especially if the data is large, then it shows some performance issues.
What is your primary use case for Oracle Advanced Analytics?
Some customers are implementing and working with Oracle Advanced Analytics, while some do not use it, so it depends on the customers. The implementation of Oracle Advanced Analytics is mostly for r...
 

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: November 2026.
921,028 professionals have used our research since 2012.