--- title: KNIME Reviews meta\_title: 'KNIME Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 106 reviews by the users' company size, role or industry to find out how KNIME works for a business like yours. aggregate\_rating: rating\_value: 4.5 review\_count: 106 scale: '5' date\_modified: '2026-08-10' parent\_category: name: Analytics Tools & Software url: https://www.g2.com/categories/analytics-tools-software --- ### KNIME Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users find KNIME's **ease of use** exceptional, enabling non-technical individuals to create workflows effortlessly. [(7 mentions)](https://www.g2.com/products/knime-analytics-platform/reviews?filters%5Bsentiment_snippet%5D=1421029&qs=pros-and-cons#reviews) Users value the **coding ease** of KNIME, allowing even non-coders to build complex workflows effortlessly. [(4 mentions)](https://www.g2.com/products/knime-analytics-platform/reviews?filters%5Bsentiment_snippet%5D=1421523&qs=pros-and-cons#reviews) Users find KNIME's **ease of learning** beneficial, allowing beginners to start delivering results quickly. [(4 mentions)](https://www.g2.com/products/knime-analytics-platform/reviews?filters%5Bsentiment_snippet%5D=2097749&qs=pros-and-cons#reviews) Users find KNIME to be a **powerful and easy-to-learn platform** , enabling effective data analysis and AI solution development. [(4 mentions)](https://www.g2.com/products/knime-analytics-platform/reviews?filters%5Bsentiment_snippet%5D=1421374&qs=pros-and-cons#reviews) Users highlight the **effortless data visualization** capabilities of KNIME, making complex data accessible and easy to understand. [(3 mentions)](https://www.g2.com/products/knime-analytics-platform/reviews?filters%5Bsentiment_snippet%5D=1421468&qs=pros-and-cons#reviews) Users find the **initial learning curve challenging** , especially for those new to data science and visual programming. [(3 mentions)](https://www.g2.com/products/knime-analytics-platform/reviews?filters%5Bsentiment_snippet%5D=2161387&qs=pros-and-cons#reviews) Users experience significant **memory usage issues** with KNIME, leading to slow performance, especially with large files. [(3 mentions)](https://www.g2.com/products/knime-analytics-platform/reviews?filters%5Bsentiment_snippet%5D=1421136&qs=pros-and-cons#reviews) Users report **storage limitations** with KNIME, facing memory availability issues that hinder performance with large files. [(3 mentions)](https://www.g2.com/products/knime-analytics-platform/reviews?filters%5Bsentiment_snippet%5D=2097728&qs=pros-and-cons#reviews) Users note that **data management issues** persist in KNIME, particularly with file handling and database compatibility. [(2 mentions)](https://www.g2.com/products/knime-analytics-platform/reviews?filters%5Bsentiment_snippet%5D=1420886&qs=pros-and-cons#reviews) Users feel the **lack of learning resources** hinders their ability to fully utilize KNIME's capabilities. [(2 mentions)](https://www.g2.com/products/knime-analytics-platform/reviews?filters%5Bsentiment_snippet%5D=2339738&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of KNIME ##### 1. Ease of Use Users find KNIME's **ease of use** exceptional, enabling non-technical individuals to create workflows effortlessly. [ See 7 mentions ](https://www.g2.com/products/knime-analytics-platform/reviews?filters%5Bsentiment_snippet%5D=1421029&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.0/5 "Great for Data Analysis" What do you like about KNIME? The nodes which are simple use which used to built a workflow for achieving an objective. This was helpful as user need not be a coder or highly techn ![Rupesh A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rupesh A.") RA Rupesh A. Enterprise (\> 1000 emp.) 5.0/5 "Knime is The Future : Data Engineers Pay attention" What do you like about KNIME? I am unsure where to start, because the agility of the platform is such that it's like learning a bicycle and not riding it for a while, Yet as soon a ##### 2. Coding Ease Users value the **coding ease** of KNIME, allowing even non-coders to build complex workflows effortlessly. [ See 4 mentions ](https://www.g2.com/products/knime-analytics-platform/reviews?filters%5Bsentiment_snippet%5D=1421523&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.0/5 "Great for Data Analysis" What do you like about KNIME? The nodes which are simple use which used to built a workflow for achieving an objective. This was helpful as user need not be a coder or highly techn ![Rupesh A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rupesh A.") RA Rupesh A. Enterprise (\> 1000 emp.) 5.0/5 "Knime is The Future : Data Engineers Pay attention" What do you like about KNIME? I am unsure where to start, because the agility of the platform is such that it's like learning a bicycle and not riding it for a while, Yet as soon a ##### 3. Ease of Learning Users find KNIME's **ease of learning** beneficial, allowing beginners to start delivering results quickly. [ See 4 mentions ](https://www.g2.com/products/knime-analytics-platform/reviews?filters%5Bsentiment_snippet%5D=2097749&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.0/5 "Great for Data Analysis" What do you like about KNIME? The nodes which are simple use which used to built a workflow for achieving an objective. This was helpful as user need not be a coder or highly techn ![Gowtham Raj B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Gowtham Raj B.") GB Gowtham Raj B. Enterprise (\> 1000 emp.) 5.0/5 "No code, easy to use and easy to innovate" What do you like about KNIME? Quick to production ML models. Easy to learn and start delivering. Great integration with powerful programming languages (Python, Java) . One st ##### 4. Learning Users find KNIME to be a **powerful and easy-to-learn platform** , enabling effective data analysis and AI solution development. [ See 4 mentions ](https://www.g2.com/products/knime-analytics-platform/reviews?filters%5Bsentiment_snippet%5D=1421374&qs=pros-and-cons#reviews) See Related User Reviews ![Arief R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Arief R.") AR Arief R. Small-Business (50 or fewer emp.) 5.0/5 "A Powerful, Intuitive, and Scalable Platform for Data Science and AI" What do you like about KNIME? KNIME stands out as a truly versatile open-source platform that empowers users to perform complex data analysis and develop AI solutions without writi ![Rupesh A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rupesh A.") RA Rupesh A. Enterprise (\> 1000 emp.) 5.0/5 "Knime is The Future : Data Engineers Pay attention" What do you like about KNIME? I am unsure where to start, because the agility of the platform is such that it's like learning a bicycle and not riding it for a while, Yet as soon a ##### 5. Data Visualization Users highlight the **effortless data visualization** capabilities of KNIME, making complex data accessible and easy to understand. [ See 3 mentions ](https://www.g2.com/products/knime-analytics-platform/reviews?filters%5Bsentiment_snippet%5D=1421468&qs=pros-and-cons#reviews) See Related User Reviews ![Rupesh A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rupesh A.") RA Rupesh A. Enterprise (\> 1000 emp.) 5.0/5 "Knime is The Future : Data Engineers Pay attention" What do you like about KNIME? I am unsure where to start, because the agility of the platform is such that it's like learning a bicycle and not riding it for a while, Yet as soon a ![Yogesh T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Yogesh T.") YT Yogesh T. Enterprise (\> 1000 emp.) 4.5/5 "Easy to Learn for non-code Users" What do you like about KNIME? It's effortless to use for anyone with a business analysis background or minimal code experience. We can create visual workflows which are easy to und ### 5 Cons or Disadvantages of KNIME ##### 1. Learning Difficulty Users find the **initial learning curve challenging** , especially for those new to data science and visual programming. [ See 3 mentions ](https://www.g2.com/products/knime-analytics-platform/reviews?filters%5Bsentiment_snippet%5D=2161387&qs=pros-and-cons#reviews) See Related User Reviews ![Arief R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Arief R.") AR Arief R. Small-Business (50 or fewer emp.) 5.0/5 "A Powerful, Intuitive, and Scalable Platform for Data Science and AI" What do you dislike about KNIME? While KNIME provides powerful functionality, the initial learning curve can be challenging for users unfamiliar with data science concepts or visual p ![Nitin B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Nitin B.") NB Nitin B. Mid-Market (51-1000 emp.) 5.0/5 "Very powerful software for analytics and provide instant support." What do you dislike about KNIME? Some challenges while solving the problems. R&D for the unique cases shall be difficult. ##### 2. Memory Usage Users experience significant **memory usage issues** with KNIME, leading to slow performance, especially with large files. [ See 3 mentions ](https://www.g2.com/products/knime-analytics-platform/reviews?filters%5Bsentiment_snippet%5D=1421136&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.0/5 "Great for Data Analysis" What do you dislike about KNIME? So far used, only limitation i faced was memory availability issues ![Likitha B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Likitha B.") LB Likitha B. Small-Business (50 or fewer emp.) 5.0/5 "Knime analytics" What do you dislike about KNIME? Lack of learning resources Consumes a lot of memory UI interface is not very navigable ##### 3. Storage Limitations Users report **storage limitations** with KNIME, facing memory availability issues that hinder performance with large files. [ See 3 mentions ](https://www.g2.com/products/knime-analytics-platform/reviews?filters%5Bsentiment_snippet%5D=2097728&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.0/5 "Great for Data Analysis" What do you dislike about KNIME? So far used, only limitation i faced was memory availability issues ![Likitha B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Likitha B.") LB Likitha B. Small-Business (50 or fewer emp.) 5.0/5 "Knime analytics" What do you dislike about KNIME? Lack of learning resources Consumes a lot of memory UI interface is not very navigable ##### 4. Data Management Issues Users note that **data management issues** persist in KNIME, particularly with file handling and database compatibility. [ See 2 mentions ](https://www.g2.com/products/knime-analytics-platform/reviews?filters%5Bsentiment_snippet%5D=1420886&qs=pros-and-cons#reviews) See Related User Reviews AP Andrea P. Small-Business (50 or fewer emp.) 5.0/5 "Feature-Rich Open Source, But Online Help Needs Improvement" What do you dislike about KNIME? Online help could be better. File management could be improved. GF Gaetano Saverio F. Enterprise (\> 1000 emp.) 4.0/5 "Knime review" What do you dislike about KNIME? I try difficult to read data from some typed of Database (eg. Access) ##### 5. Insufficient Learning Resources Users feel the **lack of learning resources** hinders their ability to fully utilize KNIME's capabilities. [ See 2 mentions ](https://www.g2.com/products/knime-analytics-platform/reviews?filters%5Bsentiment_snippet%5D=2339738&qs=pros-and-cons#reviews) See Related User Reviews AP Andrea P. Small-Business (50 or fewer emp.) 5.0/5 "Feature-Rich Open Source, But Online Help Needs Improvement" What do you dislike about KNIME? Online help could be better. File management could be improved. ![Likitha B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Likitha B.") LB Likitha B. Small-Business (50 or fewer emp.) 5.0/5 "Knime analytics" What do you dislike about KNIME? Lack of learning resources Consumes a lot of memory UI interface is not very navigable ![Palak C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Palak C.") PC Palak C. Student Trainee Enterprise (\> 1000 emp.) 6/20/2022 "My review for Knime" 4.5/5 What do you like best about KNIME? It is a very good platform for drawing graphs from descriptors and setting correlations Review collected by and hosted on G2.com. What do you dislike about KNIME? It is not easy to learn how to use Knime and very less guidance is provided in its help section Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? I am using it to set correlations between nanocrystals by making graphs through knime Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite JR Jay R. Software Engineer Mid-Market (51-1000 emp.) 1/12/2022 "Data Analytics Platform" 3.5/5 What do you like best about KNIME? - It is free and open source - Simple UI - Easy to use - Powerful tool to create analytical workflows - No coding is required to execute workflows - Number of nodes and extensions available - Drag and drop feature for nodes and extensions - Able to know data status of each step Review collected by and hosted on G2.com. What do you dislike about KNIME? - Slow loading time - Beginners will require some time to learn this tool - Sometimes, it can run slower when you are using number of nodes and extensions Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? It is generally a good software for data analysis. We are using this tool for statistical data analytics in our organization. It help us to mining our large set of data in timely manner. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Dwayne D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Dwayne D.") DD Dwayne D. Board Of Directors Small-Business (50 or fewer emp.) 12/17/2021 "Easy to use and understand" 4/5 What do you like best about KNIME? The drag and drop, which makes it easy to use. I also like the light system that tells you the status of each step. I also like the fact that it is very flexible and it is great to experiment without significant risk of messing up the process. Review collected by and hosted on G2.com. What do you dislike about KNIME? The only thing I would say I disliked is the fact that once you have done your analysis, to share the analysis has some restrictions which you must then pay for. But I guess that's what they have to do to make money. Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? We have to analyze our user data as well as data from other organizations that are sent to use. We need to do separate and combined analysis and produce quarterreports. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") UI Verified User in Information Technology and Services Enterprise (\> 1000 emp.) 3/18/2022 "Optimized data analytical software" 4/5 What do you like best about KNIME? It is a open source software which gives an advantage of not using much space in system and we can perform data sorting and other activities easily and timely for the client Review collected by and hosted on G2.com. What do you dislike about KNIME? It has limited features for data analytics which makes it less popular among users. And people prefer other softwares. If the company makes some more features in this than it will pe popular Review collected by and hosted on G2.com. Recommendations to others considering KNIME: If you are new to data analytics then must try this software for building better understanding about the data sets and other features Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? I have used this software for data sorting and cleaning for large data sets. And made some unique features from this to help my understanding Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite PV Peter V. Analyst Mid-Market (51-1000 emp.) 6/22/2021 "Very good tool for automating data cleansing and blending" 4.5/5 What do you like best about KNIME? I like that there are many out of the box nodes that make cleaning, blending and manipulating data very easy. Each node is configurable in there own way. There also integrations with other third party platforms such as Office 365. Review collected by and hosted on G2.com. What do you dislike about KNIME? I don't like how there are sometimes the need to use multiple nodes to build out something really simple. However, this keeps the thought process sequential and simple. Review collected by and hosted on G2.com. Recommendations to others considering KNIME: Identify what manipulation is currently done manually and try to frame the problem using KNIME nodes. If it's a database source, you'll have to connect it using a JDBC driver that is compatible with the source database system. Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? Data blending and cleansing from multiple sources (on premise, cloud) Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Verified User in Electrical/Electronic Manufacturing](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Electrical/Electronic Manufacturing") IE Verified User in Electrical/Electronic Manufacturing Mid-Market (51-1000 emp.) 1/4/2022 "Handling our overall Analytical Needs" 4/5 What do you like best about KNIME? Data Mining : Well this is the best feature they offer. Usually, through our API, we were feedinbg around 2 GB worth of data every day. Slicing, dicing and all other data mining can be done smoothly. Review collected by and hosted on G2.com. What do you dislike about KNIME? Not Beginner Friendly: To be honest I'm actually quite proficient in this software. However, if I think from my intern's perspective I would say this software is very complicated. Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? Before implementing KNIME we were using SAP BI. It does not have the required superfast slicing and dicing of data. So using KNIME not we are mining data easily. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite NE Nairoby E. Software engineer Mid-Market (51-1000 emp.) 10/11/2021 "Open Source Report and Analysis" 4.5/5 What do you like best about KNIME? Specific functions, statistics and specific calculations, automatic learning with Artificial Intelligence and integrated prediction algorithm. Review collected by and hosted on G2.com. What do you dislike about KNIME? Running the system with different modules requires a lot of system resources, requires more program optimizations. Review collected by and hosted on G2.com. Recommendations to others considering KNIME: Data analysis and tool for all functions in system interface. Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? Load data into the warehouse, optimal workflow and run prediction models. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Muhammad F.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Muhammad F.") MF Muhammad F. Techpreneur Small-Business (50 or fewer emp.) 6/11/2021 "The powerful application for data analytic and machine learning" 5/5 What do you like best about KNIME? A lot of nodes ans extensions, easy to use and powerful. Review collected by and hosted on G2.com. What do you dislike about KNIME? Heavy, need high spec memory to run this application. Review collected by and hosted on G2.com. Recommendations to others considering KNIME: Use this application for machine learning, programming language not required such as R or Phyton Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? Data analytic without programming language. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Juan Carlos P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Juan Carlos P.") JP Juan Carlos P. Enterprise (\> 1000 emp.) 11/23/2020 "The best tool for the integrated knowledge of the organization from start to finish" 5/5 What do you like best about KNIME? It is a tool from start to finish from file management, through statistics, machine learning, deep learning, selenium rpa, artificial intelligence, process automation, databases and ETL, integration with Python and R, advanced analysis, teamwork, parallelization, real big data; great Review collected by and hosted on G2.com. What do you dislike about KNIME? nothing , is a good tool, the ability to process video in real time Review collected by and hosted on G2.com. Recommendations to others considering KNIME: the time that has been saved on artificial intelligence and analytics issues has been quite a lot compared to traditional tools, if the tool is handled properly to a large percentage the results are incredible Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? I have solved from inventory delivery problems, to neural network optimization, the time I have been able to save is too much compared to pure programming Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Kshitij M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Kshitij M.") KM Kshitij M. Implementation Consultant Enterprise (\> 1000 emp.) 5/11/2021 "Outdated, but gets work done" 2.5/5 What do you like best about KNIME? Easy to use low code no code drag and drop feature Review collected by and hosted on G2.com. What do you dislike about KNIME? No ready to use analytics workflow available Review collected by and hosted on G2.com. Recommendations to others considering KNIME: Better options are available for data cleansing, but knime is good if you're used to using drag and drop feature Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? Data cleansing and formatting. Best utilised to work multiple formats and make them into a uniform worksheet Review collected by and hosted on G2.com. 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