KNIME Business Hub vs Oracle Advanced Analytics comparison

Knime and Oracle are both solutions in the Data Mining category. Knime is ranked #1 with an average rating of 8.0, while Oracle is ranked #6 with an average rating of 8.0. Knime holds a 14.6% mindshare in DM, compared to Oracle’s 4.2% mindshare. Additionally, 94% of Knime users are willing to recommend the solution, compared to 60% of Oracle users who would recommend it.

KNIME Business Hub

Read 60 KNIME Business Hub reviews

8,180 Views
1,227 Comparison Views

94% willing to recommend

Oracle Advanced Analytics

Read 10 Oracle Advanced Analytics reviews

442 Views
442 Comparison Views

60% willing to recommend

KNIME Business Hub

Oracle Advanced Analytics

Comparison Buyer's Guide

Download the report

Executive SummaryUpdated on Nov 2, 2025

Oracle Advanced Analytics and KNIME Business Hub are key competitors in the data analytics domain. KNIME Business Hub has an advantage due to its user-friendly interface and flexibility, while Oracle Advanced Analytics excels in integrating with Oracle systems.

Features:Oracle Advanced Analytics offers integrated machine learning and data mining capabilities, supports SQL integration, and provides comprehensive dashboards for business intelligence. KNIME Business Hub features an open-source platform, support for numerous data sources, and a variety of pre-built analytics nodes.

Room for Improvement:Oracle Advanced Analytics could benefit from enhanced flexibility, simpler deployment processes, and broader third-party integration. KNIME Business Hub might improve by offering more robust enterprise features, advanced technical support options, and a more detailed user documentation system.

Ease of Deployment and Customer Service:KNIME Business Hub facilitates effortless deployment with its modular scaling approach, supported by a large community. Oracle Advanced Analytics provides professional-grade support and seamless Oracle system integration, although it may require more technical expertise.

Pricing and ROI:KNIME Business Hub caters to businesses looking for cost-effective scalability, offering flexible pricing plans. Oracle Advanced Analytics, while potentially more costly, promises substantial ROI for Oracle ecosystem users due to its deep integration.

To learn more, read our detailed KNIME Business Hub vs. Oracle Advanced Analytics Report (Updated: December 2025).

Buyer's Guide

KNIME Business Hub vs. Oracle Advanced Analytics

December 2025

Download the complete report

Helped 881,082 peers since 2012

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

7.1

Number of Reviews

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

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of January 2026, in the Data Mining category, the mindshare of KNIME Business Hub is 14.6%, down from 25.5% compared to the previous year. The mindshare of Oracle Advanced Analytics is 4.2%, up from 3.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Mining Market Share Distribution
Product	Market Share (%)
KNIME Business Hub	14.6%
Oracle Advanced Analytics	4.2%
Other	81.2%

Data Mining

Featured Reviews

DanieleGentile

BI Analyst at a photography company with 11-50 employees

Enables fast project development with efficient workflow modifications and promising features while offering modularity and reusability

KNIME is simple and allows for fast project development due to its reusability. I appreciate the ability to make improvements or modifications in existing workflows. Although I have not yet used the forecasting and customer profiling features, I find them promising. Another effective feature is the ability to use GET request objects to retrieve data from websites or APIs. This makes iterative steps easy to manage. It is more elastic and modern compared to SAP Data Services, allowing node creation and regrouping components or steps for reuse in different projects.

Read full review

reviewer2174289

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.

Read full review

Quotes from Members

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

Pros

"I've never had any problems with stability."

"The most valuable features of KNIME are its ability to convert your sub-workflow into a node. For example, the workflow has many individual native nodes that can be converted into a single node. This representation has simplified my workflow to a great extent. I can present my workflow in a very compact way."

"The solution is good for teaching, since there is no need to code."

"It is very fast to develop solutions."

"Stability is excellent. I would give it a nine out of ten."

"I was able to apply basic algorithms through just dragging and dropping."

"The product is very easy to understand even for non-analytical stakeholders. Sometimes we provide them with KNIME workflows and teach them how to run it on their own machine."

"It is a stable solution...It is a scalable solution."

More KNIME Business Hub pros

"Oracle Advanced Analytics effectively prevents threats and helps maintain a secure network environment."

"The dashboard interface is intuitive and the user is able to interact with it to receive good results from the analytic."

"When needed, we will work closely with Oracle support and implement their workaround in our application."

"Oracle Advanced Analytics helps us to steer the company, to create centralized reports and dashboards so that we're all using the same information, and we're not relying that much on Excel and different custom reporting solutions."

"Ability to pull together multiple sources of information."

Cons

"It could input more data acquisitions from other sources and it is difficult to combine with Python."

"The program is not fit for handling very large files or databases (greater than 1GB); it gets too slow and has a tendency to crash easily."

"The current UI is primarily in English. Analyzing data in local languages might present challenges or issues."

"For graphics, the interface is a little confusing."

"Occasionally, when using the GET object, there might be issues due to the velocity of the lines or the IT system of the commission."

"To enhance accessibility and user-friendliness, there is a need for improvements in the interface and usability of deep learning and large-scale learning languages."

"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 thing to consider is that the prebuilt nodes may not always be a perfect fit for your specific needs, although most of the time, they work quite well."

More KNIME Business Hub cons

"One area for product improvement is the user experience, particularly when navigating through screens."

"The performance, scalability and queries should be addressed, as well as the data distribution of certain data techniques."

"Could use some refinement getting things that are not standard cloud applications, but more customized."

"There are some transactions we have not been able to find through the dashboard."

Pricing and Cost Advice

"It is free of cost. It is GNU licensed."

"KNIME is a cost-effective solution because it’s free of cost."

"KNIME desktop is free, which is great for analytics teams. Server is well priced, depending on how much support is required."

"The price for Knime is okay."

"We're using the free academic license just locally. I went for KNIME because they have a free academic license."

"There is a Community Edition and paid versions available."

"While there are certain limitations in functionality, you can still utilize it efficiently free of charge."

"KNIME assets are stand alone, as the solution is open source."

More KNIME Business Hub pricing and cost advice

"The solution is priced well."

See which vendors are best for you

Use our free recommendation engine to learn which Data Mining solutions are best for your needs.

See recommendations

881,082 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

12%

University

Manufacturing Company

Educational Organization

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	20
Midsize Enterprise	16
Large Enterprise	29

By reviewers
Company Size	Count
Small Business	8
Midsize Enterprise	2
Large Enterprise	1

Questions from the Community

What do you like most about KNIME?

Since KNIME is a no-code platform, it is easy to work with.

See all answers

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.

See all answers

What needs improvement with KNIME?

I have seen the potential to interact with Python, which is currently a bit limited. I am interested in the newer version, 5.4, when it becomes available. The machine learning and profileration asp...

See all answers

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.

See all answers

What needs improvement with Oracle Advanced Analytics?

See all answers

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...

See all answers

Comparisons

Altair RapidMiner vs KNIME Business Hub

Compared 17% of the time

Dataiku vs KNIME Business Hub

Compared 11% of the time

Microsoft Azure Machine Learning Studio vs KNIME Business Hub

Compared 9% of the time

Microsoft Power BI vs KNIME Business Hub

Compared 9% of the time

Alteryx vs KNIME Business Hub

Compared 8% of the time

More KNIME Business Hub Competitors

OpenText Intelligent Classification vs Oracle Advanced Analytics

Compared 22% of the time

SAS Analytics vs Oracle Advanced Analytics

Compared 16% of the time

Weka vs Oracle Advanced Analytics

Compared 16% of the time

IBM SPSS Statistics vs Oracle Advanced Analytics

Compared 11% of the time

IBM SPSS Modeler vs Oracle Advanced Analytics

Compared 10% of the time

More Oracle Advanced Analytics Competitors

Product Reports

Buyer's Guide

KNIME Business Hub

January 2026

Download KNIME Business Hub product report

Buyer's Guide

Oracle Advanced Analytics

January 2026

Download Oracle Advanced Analytics product report

Also Known As

KNIME Analytics Platform

OAA

Overview

KNIME Business Hub offers a no-code interface for data preparation and integration, making analytics and machine learning accessible. Its extensive node library allows seamless workflow execution across various data tasks.

KNIME Business Hub stands out for its user-friendly, no-code platform, promoting efficient data preparation and integration, even with Python and R. Its node library covers extensive data processes from ETL to machine learning. Community support aids users, enhancing productivity with minimal coding. However, its visualization, documentation, and interface require refinement. Larger data tasks face performance hurdles, demanding enhanced cloud connectivity and library expansions for deep learning efficiencies.

What are the most important features of KNIME Business Hub?

No-Code Interface: Simplifies data preparation without coding expertise.
Node Library: Supports diverse data tasks, including ETL and machine learning.
Python and R Integration: Seamlessly connects with popular programming languages.
Automation Capabilities: Enhances workflow productivity.
Visual Workflow Tools: Offers efficient data handling with visual aids.

What benefits and ROI can users expect from KNIME Business Hub?

Increased Productivity: Streamlined data tasks reduce development time.
Community Support: Access to extensive resources and user assistance.
Cost-Effective: Robust performance even on standard hardware.
Accessible Learning Curve: Simplicity allows easy access for educational and professional use.
Enhanced Prototyping: Ideal for decision model testing.

KNIME Business Hub finds application in data transformation, cleansing, and multi-source integration for analytics and reporting. Companies utilize it for predictive modeling, clustering, classification, machine learning, and automating workflows. Its coding-free approach suits educational and professional settings, assisting industries in data wrangling, ETLs, and prototyping decision models.

Knime

Oracle Advanced Analytics 12c delivers parallelized in-database implementations of data mining algorithms and integration with open source R. Data analysts use Oracle Data Miner GUI and R to build and evaluate predictive models and leverage R packages and graphs. Application developers deploy Oracle Advanced Analytics models using SQL data mining functions and R. With the Oracle Advanced Analytics option, Oracle extends the Oracle Database to an sclable analytical platform that mines more data and data types, eliminates data movement, and preserves security to anticipate customer behavior, detect patterns, and deliver actionable insights. Oracle Big Data SQL adds new big data sources and Oracle R Advanced Analytics for Hadoop provides algorithms that run on Hadoop.

Oracle

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.

Buyer's Guide

KNIME Business Hub vs. Oracle Advanced Analytics

December 2025

Free Report: KNIME Business Hub vs. Oracle Advanced Analytics

Find out what your peers are saying about KNIME Business Hub vs. Oracle Advanced Analytics and other solutions. Updated: December 2025.

DOWNLOAD NOW

881,082 professionals have used our research since 2012.

See our KNIME Business Hub vs. Oracle Advanced Analytics report.

See our list of best Data Mining vendors.

We monitor all Data Mining reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.