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KNIME pros and cons

Vendor: Knime
4.1 out of 5
Badge Ranked 1
2,651 followers
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Pros & Cons summary

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Prominent pros & cons

PROS

KNIME offers powerful automation capabilities, enabling users to automate various tasks and workflows efficiently.
It provides seamless integration with multiple databases and supports various data sources for comprehensive data management.
KNIME excels in data wrangling and manipulation, offering extensive options for transforming and preparing data.
Its scalability and stability make it suitable for handling large data volumes and performing complex analytics.
KNIME promotes easy collaboration by allowing users to share models and workflows effortlessly with peers.

CONS

KNIME's documentation needs significant improvement, with users requesting more detailed examples, structured training, and webinars.
The data visualization capabilities in KNIME are lacking, especially when compared to other tools such as R.
Handling of large datasets (>1GB) is problematic in KNIME, often resulting in slow performance or crashes.
KNIME requires better support for diverse connectivity and data sources, including the integration of proxies and enhanced web scraping features.
Pricing and licensing practices of KNIME are noted as expensive and less straightforward compared to competitors like Alteryx.
 

KNIME Pros review quotes

Laurence Moseley - PeerSpot reviewer
Aug 10, 2023
It also has very good fundamental machine learning. It has decision trees, linear regression, and neural nets. It has a lot of text mining facilities as well. It's fairly fully-featured.
Laurence Moseley - PeerSpot reviewer
Apr 10, 2024
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.
AP
Aug 4, 2023
Stability is excellent. I would give it a nine out of ten.
Learn what your peers think about KNIME. Get advice and tips from experienced pros sharing their opinions. Updated: April 2025.
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Laurence Moseley - PeerSpot reviewer
Jan 10, 2023
It's a very powerful and simple tool to use.
AK
Dec 30, 2019
This open-source product can compete with category leaders in ELT software.
VS
Mar 11, 2020
The visual workflow tools for custom and complex tasks always beat raw coding languages with the agility, speed to deliver, and ease of subsequent changes.
SS
Oct 31, 2020
The product is open-source and therefore free to use.
HA
Oct 30, 2020
From a user-friendliness perspective, it's a great tool.
AltanAtabarut - PeerSpot reviewer
Mar 21, 2024
Since KNIME is a no-code platform, it is easy to work with.
KV Subbaiah Setty - PeerSpot reviewer
Dec 19, 2022
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.
 

KNIME Cons review quotes

Laurence Moseley - PeerSpot reviewer
Aug 10, 2023
Not just for KNIME, but generally for software and analyzing data, I would welcome facilities for analyzing different sorts of scale data like Likert scales, Thurstone scales, magnitude ratio scales, and Guttman scales, which I don't use myself.
Laurence Moseley - PeerSpot reviewer
Apr 10, 2024
It's difficult to pinpoint one single feature because KNIME has so many. For starters, it's very easy to learn. You can get started with just a one-hour video. The drag-and-drop interface makes it user-friendly. For example, if you want to read an Excel file, drag the "read Excel file" node from the repository, configure it by specifying the file location, and run it. This gives you a table with all your data.
AP
Aug 4, 2023
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.
Learn what your peers think about KNIME. Get advice and tips from experienced pros sharing their opinions. Updated: April 2025.
848,716 professionals have used our research since 2012.
Laurence Moseley - PeerSpot reviewer
Jan 10, 2023
One area that could be improved is increasing awareness and adoption of KNIME among organizations. Despite its capabilities, it is not as well-known as other tools. The advertising and marketing efforts to reach out to companies and universities have not been very successful.
AK
Dec 30, 2019
The ability to handle large amounts of data and performance in processing need to be improved.
VS
Mar 11, 2020
I would like to see better web scraping because every time I tried, it was not up to par, although you can use Python script.
SS
Oct 31, 2020
They should look at other vendors like Alteryx that are more user friendly and modern.
HA
Oct 30, 2020
If they had a more structured training model it would be very helpful.
AltanAtabarut - PeerSpot reviewer
Mar 21, 2024
KNIME is not good at visualization.
KV Subbaiah Setty - PeerSpot reviewer
Dec 19, 2022
KNIME could improve when it comes to large data markets.