It's for big data or descriptive analytics involving data manipulation, formatting, and formulas.
Senior Manager, Global Internal Audit at BACARDI CANADA, INC.
Brings efficiency and allows me to automatically download information from different sources
Pros and Cons
- "Automation is most valuable. It allows me to automatically download information from different sources, and once I create a workflow, I can apply it anytime I want. So, there is efficiency at the same time."
- "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."
What is our primary use case?
What is most valuable?
Automation is most valuable. It allows me to automatically download information from different sources, and once I create a workflow, I can apply it anytime I want. So, there is efficiency at the same time.
It's like an Excel on drugs. It's more powerful than Excel, and it allows me to do macros easily.
What needs improvement?
I downloaded KNIME myself, and it's for self-learning. 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.
For how long have I used the solution?
I've been using this solution for about three years. I last used it in my previous company about two months ago. We are not using it in my current company, but I'm using it for self-learning.
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KNIME
March 2025

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What do I think about the stability of the solution?
It's stable. I'd rate it a nine out of ten in terms of stability because when I load huge data, it sometimes takes a while and crashes. If I don't load it much, it works fine, but if I overload it, it crashes.
What do I think about the scalability of the solution?
It seems scalable.
How was the initial setup?
It involved just downloading the app from the web. I didn't have any interaction with them. I just downloaded the free version.
What's my experience with pricing, setup cost, and licensing?
They have different versions, but I am using the open-source one.
What other advice do I have?
I'd recommend it, but it comes with a trade-off that you need to spend a lot of time on your own to understand how it works. It's user-friendly, but the fact is that I downloaded it by myself, so I didn't have any formal support on how to use it. It was used in my previous company. They had the license and they encouraged us to use it. That's how I know it.
I'd rate it an eight out of ten because I am not able to do some of the things, which could be because of my lack of knowledge, but it's a very good product. I see the benefit in terms of efficiency.
Which deployment model are you using for this solution?
On-premises
Disclosure: I am a real user, and this review is based on my own experience and opinions.

Head Of Analytics at Mjunction Services
Useful no code design, easy setup, but lacking hyperparameter tuning tools
Pros and Cons
- "One of the greatest advantages of KNIME is that it can be used by those without any coding experience. those with no coding background can use it."
- "When deploying models on a regular system, it works fine. However, when accuracy is a priority, hyperparameter tuning is necessary. Currently, KNIME doesn't have the best tools for this which they could improve in this area."
What is our primary use case?
We are using KNIME for price prediction, privacy missions, the commander model, ETL, and a couple of algorithms we've developed.
What is most valuable?
One of the greatest advantages of KNIME is that it can be used by those without any coding experience. Even those with no coding background can use it.
KNIME can be used by people without coding experience. It can be used by people who don't have an IT background and don't have coding knowledge. This is different from Python or R, which require coding experience to use.
What needs improvement?
When deploying models on a regular system, it works fine. However, when accuracy is a priority, hyperparameter tuning is necessary. Currently, KNIME doesn't have the best tools for this which they could improve in this area.
For how long have I used the solution?
I have been using KNIME for approximately one month.
What do I think about the stability of the solution?
I'm not sure if it is stable, we'll have to see how KNIME performs with larger amounts of data, as I have heard it is not very reliable. With smaller data sets, however, it seems to be stable.
What do I think about the scalability of the solution?
We will use this solution more in the future when we do not need people with coding experience.
We have two people who are using this solution in my organization.
How are customer service and support?
I have not used the support from KNIME.
I used the open-source package and started experimenting with it in Python, R, and KNIME. For KNIME, I had to go through the KNIME forum for troubleshooting. I didn't get a response for any of the issues I encountered on the KNIME forum. As for other open-source languages, I haven't received a response for any of the issues I faced either.
How was the initial setup?
The initial setup of KNIME is easy. It can be done with the interface within half an hour.
Which other solutions did I evaluate?
I had taken some online courses and read about KNIME, and I wanted to try out a drag-and-drop software. I was interested in evaluating KNIME, and this is why I am using it.
What other advice do I have?
My advice to those who are new to data science and don't have any coding experience would be to use KNIME, along with some other programming languages. KNIME is great for creating visualizations and dashboards, and I have advised a few of my colleagues to use it for their own projects.
I rate KNIME a seven out of ten.
Which deployment model are you using for this solution?
Public Cloud
If public cloud, private cloud, or hybrid cloud, which cloud provider do you use?
Amazon Web Services (AWS)
Disclosure: I am a real user, and this review is based on my own experience and opinions.
Buyer's Guide
KNIME
March 2025

Learn what your peers think about KNIME. Get advice and tips from experienced pros sharing their opinions. Updated: March 2025.
841,205 professionals have used our research since 2012.
Senior Data Scientist at a recreational facilities/services company with 1,001-5,000 employees
Clear view of the data at every step of ETL process enables changing the flow as needed
Pros and Cons
- "Clear view of the data at every step of ETL process enables changing the flow as needed."
- "We leverage KNIME flexibility in order to query data from our database and manipulate them for any ad-hoc business case, before presenting results to stakeholders."
- "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."
- "Easy to connect with every database: We use queries from SQL, Redshift, Oracle."
- "The data visualization part is the area most in need of improvement."
What is our primary use case?
We use KNIME for two main reasons:
Automation: The main purpose of our utilization it to run scheduled workflows (such as CRM campaigns, business reports, etc.) on a recurrent basis. We have created ETLs to automate most of the recurrent tasks and we let it run via batch files.
Ad-hoc business cases: We leverage KNIME flexibility in order to query data from our database and manipulate them for any ad-hoc business case, before presenting results to stakeholders.
How has it helped my organization?
In addition to leveraging KNIME flexibility to query data from our database for ad-hoc business cases, 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. In some particular cases, my team builds the workflow and then we hand it over to the stakeholder, who can run it on his own by inserting a variable or changing a few settings in the workflows.
What is most valuable?
- Easy to connect with every database: We use queries from SQL, Redshift, Oracle.
- Easy to have a clear view of the data at every single step of the ETL process, with the consequent possibility of changing the flow according to your needs.
What needs improvement?
I think the data visualization part is the area most in need of improvement.
For how long have I used the solution?
Three to five years.
What other advice do I have?
I’ve been using KNIME for more than four years now. I started using it in the company I was working for in Rome (Paddy Power Italy), then I moved to headquarters in Dublin (Paddy Power Ireland/UK) and started using it for their business. Eventually, I moved to the United States and started using it for my current company (TVG-Betfair) and it is currently the main analytics tool in both our offices (New Jersey and Los Angeles).
I would definitely rate it a nine out of 10. I am very happy with the product and it would be hard to find something better in the market.
Disclosure: I am a real user, and this review is based on my own experience and opinions.
Senior Consultant at a tech vendor with 10,001+ employees
Provides data analytics with easy setup and vast documentation
What is our primary use case?
We use the solution for data analytics and logic design.
How has it helped my organization?
The product is working fine with Oracle.
What needs improvement?
It is is written in Java. If they can output the Javascript, it will be much better. Also, it could be integrated with Visual Studio.
For how long have I used the solution?
I have been using KNIME for three years.
What do I think about the scalability of the solution?
20 users are using this solution. Scalability is quite easy, but handling many notes can become messy.
How are customer service and support?
Most of the things is available in the community.
How was the initial setup?
It's quite easy to setup.
I have a CSV reader. When I reset that CS reader, and It gave some error.
What other advice do I have?
I have a CSV reader, and I encounter an error whenever I try to save. However, if I reset the CSV reader, I am able to save successfully. It’s a rare issue, but there's something wrong with the CSV reader. The error message doesn't provide a solution, only indicating a problem with the CSV reader.
I want to save the project but always face saving issues. If I reset the node, the saving works fine. The error message isn’t clear about what is wrong or how to fix it. I discovered on my own that resetting the CSV reader from green to yellow allows me to save the project. This issue is quite rare.
Last Friday, there was a widespread CrowdStrike issue, and I had to restart my computer. After restarting, I lost my entire project.
I recommend the solution.
Overall, I rate the solution a nine out of ten.
Disclosure: I am a real user, and this review is based on my own experience and opinions.
Last updated: Aug 8, 2024
Flag as inappropriateCustoms officer at Mauritius Revenue Authority
A user-friendly tool that offers an open-source version
Pros and Cons
- "It is a stable solution...It is a scalable solution."
- "The most difficult part of the solution revolves around its areas concerning machine learning and deep learning."
What is our primary use case?
I use KNIME for analysis-related purposes. I am currently in the process of developing some models for analysis.
What is most valuable?
The most valuable feature of the solution stems from the fact that it is a user-friendly tool where a person doesn't have to get involved with codes since you just need to drag the nodes to create your model, which is a very easy process for me.
What needs improvement?
The most difficult part of the solution revolves around its areas concerning machine learning and deep learning. The aforementioned area can be considered for improvement.
For how long have I used the solution?
I have been using KNIME since 2019. I am an end user of the solution.
What do I think about the stability of the solution?
It is a stable solution.
What do I think about the scalability of the solution?
It is a scalable solution.
I am the only user of the solution in my company. I do provide training to other employees in my company on how to use KNIME.
Which solution did I use previously and why did I switch?
I have experience with Excel, and I faced some limitations since my company had loads of data to analyze. Considering that my company had loads of data to analyze, I would say I find KNIME to be very useful.
How was the initial setup?
My company has some problems related to the solution's updates. I don't know if there are some restrictions from my organization because of which I cannot update or install some extensions.
The solution can be deployed in a few minutes.
The solution is currently deployed only on my personal computer, which I use in my company.
Only one person or an IT administrator is required to take care of the installation phase of the product.
What's my experience with pricing, setup cost, and licensing?
KNIME is a cheap product. I currently use KNIME's open-source version.
Which other solutions did I evaluate?
I have experience with Python. Compared to Python, KNIME is better because of the user-friendliness it provides. With KNIME, you don't have to get involved with codes. KNIME provides nodes, making it a very easy tool to use.
What other advice do I have?
I have not received any response from my company, though I had proposed to my organization to buy KNIME so that we can use it on the servers since, right now, it is like a standalone tool used on my personal computer only. I am just a basic and not an advanced user of KNIME. I find KNIME to be a very useful tool.
Speaking about the maintenance phase of the product, I would like to say that I cannot update the solution. If a new version is released, I cannot update the product. I always have to request my organization and the IT team to download and install the product's new version for me.
I recommend others to use KNIME. I have recommended KNIME to my colleagues.
I rate the overall solution an eight out of ten.
Disclosure: I am a real user, and this review is based on my own experience and opinions.
Senior Vice President at a financial services firm with 10,001+ employees
Visually appealing, user-friendly and intuitive in creating workflows and automating tasks
Pros and Cons
- "From a user-friendliness perspective, it's a great tool."
- "If they had a more structured training model it would be very helpful."
What is our primary use case?
I am a basic user, doing a data science course.
I am using Knime more from a study perspective, rather than a practical work application.
I am fairly competent with creating workflows and automating some basic things in Knime.
How has it helped my organization?
NA
What is most valuable?
From a user-friendliness perspective, it's a great tool.
What needs improvement?
I think some of the online training content could be better, although I have been able to find all of the information. At times they're quite lengthy, and for me to go through everything and then get a resolution takes a good amount of time.
They could have a more structured node-wise training model, where I can simply get into it. For example, if I need to understand a node to create pivot tables, I have to go through the training mode to understand what the functionality is.
If they had a more structured training model it would be very helpful.
It would be helpful to launch more certification programs online.
There could be better marketing. The awareness of Knime is limited, especially for small organizations. When you compare with PowerBI, there is a lot of active marketing put into their product, also, having Microsoft associated with it is an advantage.
They have to step up on the marketing aspect and the ability to digitize using Knime. Many are aware of other tools such as PowerBI.
In the next release, I would like to see the certification available for active users.
Also the costing aspect of the certification, there could be more local impact time zone programs with a bit of costing dissension to encourage more active users in Knime who can then move to the server version in their organization.
For how long have I used the solution?
I have been using Knime for approximately one year.
We are in the testing phase of this solution.
What do I think about the stability of the solution?
It is quite stable. I have not been faced with any issues since I have been using this solution.
What do I think about the scalability of the solution?
Knime is a scalable product.
We have five power users who are test prototype users at the moment. We are trying to sell that prototype to the management so that we can deploy it on a larger scale.
How are customer service and technical support?
I have never had the need to reach out to technical support.
At some point when I move on with the server versions, I might need some help.
The desktop version, it's more of an install and then just run it.
What's my experience with pricing, setup cost, and licensing?
At this time, I am using the free version of Knime.
Which other solutions did I evaluate?
I did look at Tableau and was considering it to some extent. I felt Knime was more user-friendly and more versatile to automate tasks (most of them excel based).
What other advice do I have?
I am quite supportive of this product. It has been helpful in automating a few of my accounting activities.
Digital groups such as Knime have great potential, but there needs to be more aggressiveness with marketing. There are many executives that do not know what Knime is.
My journey starts by explaining what Knime is and what the functionalities are.
I like Knime, and I would rate this solution a nine out of ten.
Disclosure: I am a real user, and this review is based on my own experience and opinions.
Asst Professor at Women's christian college
User-friendly, and you don't need coding knowledge to make it work; scalable and easy to set up
Pros and Cons
- "What I like most about KNIME is that it's user-friendly. It's a low-code, no-code tool, so students don't need coding knowledge. You can make use of different kinds of nodes. KNIME even has a good description of each node."
- "Though I can use KNIME in a 64-bit platform in the lab, it's missing some features. For example, from my laptop, I can use the image reader feature of KNIME. However, in the lab, the image reader node is missing."
What is our primary use case?
I'm a professor, and I learned about KNIME from a data science course. I use KNIME for data visualization, manipulation, and generation.
What is most valuable?
What I like most about KNIME is that it's user-friendly. It's a low-code, no-code tool, so students don't need coding knowledge. You can make use of different kinds of nodes. KNIME even has a good description of each node.
It's also helpful to learn more about the different concepts in KNIME, such as data mining, neural networks, and other visualization nodes for generation. You can gain a lot of insight from the tool as a data scientist.
What needs improvement?
Though I can use KNIME in a 64-bit platform in the lab, it's missing some features. For example, from my laptop, I can use the image reader feature of KNIME. However, in the lab, the image reader node is missing. This is an area for improvement because not all nodes appear in the 64-bit system. In other systems, you get to use all nodes or features. It should be uniform in all systems, though I have no idea if it's a software problem or a corruption in the system that's in the college lab. At home, I can see and access the image reader node, but in school, that node is missing.
What I want to be added to KNIME is the feature of extracting data from social media platforms, whether structured or unstructured and for that data to be automatically converted into a CSV file that I can use. I want a data cleaning and collection process from KNIME that works for social media platforms because datasets in social media can serve as business intelligence or can aid businesses. Social media is the trend nowadays, so I want a KNIME node to analyze data from social media platforms.
For how long have I used the solution?
I'd been using KNIME for three months now.
What do I think about the stability of the solution?
In my three months of using KNIME, its stability has been okay, but I want to explore the tool more. Stability-wise, it's a seven out of ten. When the network is stable, then KNIME is okay to use.
What do I think about the scalability of the solution?
KNIME is a scalable product, so I'm rating it as nine in terms of scalability.
Which solution did I use previously and why did I switch?
I've not used any other tool besides KNIME, but I'm planning to try RapidMiner, which I've not yet installed.
How was the initial setup?
KNIME was easy to set up, so it's a ten out of ten, setup-wise.
What's my experience with pricing, setup cost, and licensing?
KNIME is an open-source tool, so it's free to use.
What other advice do I have?
At the moment, only ten students use KNIME. The course just started.
In my three months of experience with KNIME, it's an eight out of ten.
Disclosure: I am a real user, and this review is based on my own experience and opinions.
SAP Fi Consultant at a manufacturing company with 1,001-5,000 employees
Allows integration of data from multiple sources but complexities in integrating with certain systems
Pros and Cons
- "I've tried to utilize KNIME to the fullest extent possible to replace Excel."
- "I've had some problems integrating KNIME with other solutions."
What is our primary use case?
It's mostly data preprocessing, handling, and processing (ETL) processes, as well as expanding the transport load.
Additionally, we also work on various machine learning tasks, such as regression models and other small topics related to machine learning.
What is most valuable?
I've tried to utilize KNIME to the fullest extent possible to replace Excel. Our company has been heavily reliant on Excel for generating reports and performing data transformations. With KNIME, I've been able to combine data from Excel, SQL Server, and various other resources efficiently.
What needs improvement?
There are a few aspects that I am not entirely satisfied with. For instance, when integrating KNIME with our SAP system ERP and HANA, it's not as straightforward as expected. We need to find alternative connectors like the Teradata connector, which adds complexity.
So far, I've had some problems integrating KNIME with other solutions. Thus, it could be an area of improvement.
For how long have I used the solution?
We have been using KNIME for two years.
What do I think about the stability of the solution?
Overall, the product has been stable. It has efficiently handled the tasks we have encountered so far.
What do I think about the scalability of the solution?
There are two end-users using KNIME in our organization. Because we are still beginners, we are only using it to learn how it works and get a better understanding of the system. We are not yet certain if we will use it extensively for all topics.
How was the initial setup?
The initial setup was easy.
What about the implementation team?
I deployed the solution myself.
What's my experience with pricing, setup cost, and licensing?
We use the free version only.
Which other solutions did I evaluate?
We are working with KNIME on some small projects, but we are also looking for an alternative solution to explore.
What other advice do I have?
Overall, I would rate KNIME a seven out of ten because we faced a problem with the integration with other products, like SAP.
Which deployment model are you using for this solution?
On-premises
Disclosure: I am a real user, and this review is based on my own experience and opinions.

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