Altair Knowledge Studio vs KNIME Business Hub comparison

Altair and Knime are both solutions in the Data Science Platforms category. Altair is ranked #21 with an average rating of 8.0, while Knime is ranked #3 with an average rating of 7.9. Altair holds a 1.5% mindshare in Data Science Platforms, compared to Knime’s 6.8% mindshare. Additionally, 100% of Altair users are willing to recommend the solution, compared to 94% of Knime users who would recommend it.

Altair Knowledge Studio

Read 2 Altair Knowledge Studio reviews

733 Views
718 Comparison Views

100% willing to recommend

KNIME Business Hub

Read 60 KNIME Business Hub reviews

8,206 Views
5,908 Comparison Views

94% willing to recommend

Altair Knowledge Studio

KNIME Business Hub

Comparison Buyer's Guide

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Executive SummaryUpdated on Feb 8, 2026

Altair Knowledge Studio and KNIME Business Hub are competing products in data analysis and automation. KNIME Business Hub often has the upper hand with its more extensive feature set tailored for data-driven enterprises.

Features: Altair Knowledge Studio is known for its intuitive interface, visual programming, and predictive analytics capabilities, appealing to non-technical professionals. KNIME Business Hub offers advanced data integration, manipulation tools, and handles complex workflows, with a broad array of extensions catering to diverse business needs.

Ease of Deployment and Customer Service: Altair Knowledge Studio has a straightforward installation process, making it easy to deploy, and provides helpful, responsive customer service. KNIME Business Hub, while requiring more deployment effort, provides robust support for enterprise-level customizations, suitable for organizations needing tailored solutions.

Pricing and ROI: Altair Knowledge Studio offers competitive pricing, appealing to smaller to mid-sized businesses seeking quick analytics solutions. KNIME Business Hub, despite a higher investment, delivers strong ROI in larger-scale implementations where advanced analytics drive significant value creation.

To learn more, read our detailed Data Science Platforms Report (Updated: March 2026).

Buyer's Guide

Data Science Platforms

March 2026

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Helped 884,976 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

Altair Knowledge Studio

Ranking in Data Science Platforms

21st

Average Rating

8.0

Reviews Sentiment

8.9

Number of Reviews

Ranking in other categories

No ranking in other categories

KNIME Business Hub

Ranking in Data Science Platforms

3rd

Average Rating

8.2

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Data Mining (1st)

Mindshare comparison

As of March 2026, in the Data Science Platforms category, the mindshare of Altair Knowledge Studio is 1.5%, up from 0.3% compared to the previous year. The mindshare of KNIME Business Hub is 6.8%, down from 11.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Science Platforms Mindshare Distribution
Product	Mindshare (%)
KNIME Business Hub	6.8%
Altair Knowledge Studio	1.5%
Other	91.7%

Data Science Platforms

Featured Reviews

Leo Sundararaj

Account Manager at JegaSure

Advanced decision trees and seamless data pattern analysis transform data preparation

One of the most valuable features of Altair Knowledge Studio is its decision trees, which are quite advanced and popular compared to other tools. The Segment Viewer is another unique feature that provides a comprehensive view of data patterns and helps identify anomalies before creating decision trees. Additionally, the ability to export code in the language of SAS is valuable, and the tool's drag-and-drop functionality makes it accessible to business users without a coding background.

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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

Quotes from Members

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

Pros

"One of the most valuable features of Altair Knowledge Studio is its decision trees, which are quite advanced and popular compared to other tools."

"It has allowed us to easily implement advanced analytics into various processes."

"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."

"It is a complete data science platform and especially good at scaling up data preparation and wrapping."

"I've tried to utilize KNIME to the fullest extent possible to replace Excel."

"So far, it can solve my data analysis problems and I think it's a powerful data analysis tool."

"The most valuable feature is the data wrangling, which is what I mainly use it for."

"It's a huge tool with machine learning features as well."

"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."

More KNIME Business Hub pros

Cons

"It would be beneficial if Altair Knowledge Studio could offer a more unified platform that includes data preparation, predictive modeling, and model exportation."

"The documentation needs a proper rework."

"The dynamic column name feature could be improved. When attempting to automate processes involving columns, such as with companies, it becomes difficult to achieve the same result when we make changes."

"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."

"The diversity of native algorithms could be improved."

"It could be easier to use."

"They should look at other vendors like Alteryx that are more user friendly and modern."

"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 most difficult part of the solution revolves around its areas concerning machine learning and deep learning."

More KNIME Business Hub cons

Pricing and Cost Advice

Information not available

"I use the open-source version."

"KNIME is an open-source tool, so it's free to use."

"This is a free open-source solution."

"With KNIME, you can use the desktop version free of charge as much as you like. I've yet to hit its limits. If I did, I'd have to go to the server version, and for that you have to pay. Fortunately, I don't have to at the moment."

"It is expensive to procure the license."

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

"The price of KNIME is quite reasonable and the designer tool can be used free of charge."

"KNIME is free as a stand-alone desktop-based platform but if you want to get a KNIME server then you can find the cost on their website."

More KNIME Business Hub pricing and cost advice

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Top Industries

By visitors reading reviews

No data available

Financial Services Firm

12%

University

Manufacturing Company

Educational Organization

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

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

Questions from the Community

What is your experience regarding pricing and costs for Altair Knowledge Studio?

The licensing is straightforward, and we have not encountered any pushbacks from our procurement team. The pricing is on par with market competitors.

See all answers

What needs improvement with Altair Knowledge Studio?

It would be beneficial if Altair Knowledge Studio could offer a more unified platform that includes data preparation, predictive modeling, and model exportation. Having all these functionalities wi...

See all answers

What is your primary use case for Altair Knowledge Studio?

I used Altair Knowledge Studio ( /products/altair-knowledge-studio-reviews ) mainly for data preparation and creating decision trees. We used SAS for data preparation and decision trees in Altair K...

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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

Comparisons

Databricks vs Altair Knowledge Studio

Compared 8% of the time

Altair RapidMiner vs Altair Knowledge Studio

Compared 7% of the time

Dataiku vs Altair Knowledge Studio

Compared 7% of the time

IBM Watson Studio vs Altair Knowledge Studio

Compared 6% of the time

SAS Enterprise Miner vs Altair Knowledge Studio

Compared 5% of the time

More Altair Knowledge Studio Competitors

Altair RapidMiner vs KNIME Business Hub

Compared 12% of the time

Dataiku vs KNIME Business Hub

Compared 11% of the time

Alteryx vs KNIME Business Hub

Compared 8% of the time

Microsoft Azure Machine Learning Studio vs KNIME Business Hub

Compared 8% of the time

SAS Analytics vs KNIME Business Hub

Compared 2% of the time

More KNIME Business Hub Competitors

Product Reports

Buyer's Guide

Data Science Platforms

March 2026

Download Altair Knowledge Studio product report

Buyer's Guide

KNIME Business Hub

March 2026

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Also Known As

Angoss KnowledgeSTUDIO

KNIME Analytics Platform

Overview

Business intelligence and predictive analytics software suite from Angoss Software Corporation. KnowledgeSTUDIO is a market-leading business intelligence software product with data mining and predictive analytics capabilities including data profiling, advanced data visualization, advanced modeling, unsupervised learning, decision tree and strategy design functionality.

Altair

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

Sample Customers

HSBC, MBNA, US Ban Corp, MasterCard Worldwide, Invesco, Citi Bank, ATB Financial, PayPal, Bajaj Finserv

Infocom Corporation, Dymatrix Consulting Group, Soluzione Informatiche, MMI Agency, Estanislao Training and Solutions, Vialis AG

Buyer's Guide

Data Science Platforms

March 2026

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