--- 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 ![Ahmad V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ahmad V.") AV Ahmad V. Data Science Software Engineer - NLP and Algorithms Small-Business (50 or fewer emp.) 5/12/2026 "Explainable Data Workflows and Effortless Human-in-the-Loop Automation" 5/5 What do you like best about KNIME? Explainability of data processes and how easy it is to have human-in-the-loop pauses in automation Review collected by and hosted on G2.com. What do you dislike about KNIME? The new modern UI. Slow boot-up Slow communications and partner management at KNIME Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? Showing our customer the start, the end, and “The how” Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Carolina S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Carolina S.") CS Carolina S. Senior Financial Analyst Mid-Market (51-1000 emp.) 5/12/2026 "Time-Saving and Insightful Tool" 4/5 What do you like best about KNIME? I like that it is Time saving and insightful Review collected by and hosted on G2.com. What do you dislike about KNIME? It need time to get used to it and to learn all nodes Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? Analyzing data in excel and saving time by repoting tasks Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Verified User in Chemicals](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Chemicals") UC Verified User in Chemicals Small-Business (50 or fewer emp.) 5/12/2026 "Smooth, Easy-to-Use Experience from Development to Production" 4.5/5 What do you like best about KNIME? How easy to use really smooth from development into production Review collected by and hosted on G2.com. What do you dislike about KNIME? It can become messy when the workflow gets bigger and very hungry on memory Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? Supports Plant optimization and troubleshooting Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Thi-Nguyet-Thu N.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Thi-Nguyet-Thu N.") TN Thi-Nguyet-Thu N. Senior Associate Advisory Mid-Market (51-1000 emp.) 5/12/2026 "Automation-Driven Workflows That Boost Collaboration" 4/5 What do you like best about KNIME? Automation Workflow Adaption Collaboration Review collected by and hosted on G2.com. What do you dislike about KNIME? User Interface not compact enough Saving methodology on local drive Too many nodes for similar acrion (better one with all funxtionality) Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? Reporting Transforming data Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![marko j.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "marko j.") MJ marko j. Assoc. Prof. Small-Business (50 or fewer emp.) 5/12/2026 "Transparent, FAIR-Integrated Platform with Virtually Nothing to Dislike" 5/5 What do you like best about KNIME? Transparency, FAIR integrated in the platform Review collected by and hosted on G2.com. What do you dislike about KNIME? There is virtually no aspect to dislike about knime Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? Sharable and complex big data analysis pipeline design. Domain adaptability. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Verified User in Education Management](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Education Management") CE Verified User in Education Management Enterprise (\> 1000 emp.) 6/16/2026 "Flexible, Comprehensive Analytics Platform" 5/5 What do you like best about KNIME? Flexibility and a very comprehensive analytical platform Review collected by and hosted on G2.com. What do you dislike about KNIME? I Can't really think of any. It's been able to meet all my data need Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? All sorts of data analysis for process improvements Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Seller invite ![Verified User in Management Consulting](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Management Consulting") UM Verified User in Management Consulting Small-Business (50 or fewer emp.) 5/12/2026 "No-Code, Highly Visual Workflows That Are Easy to Explain" 5/5 What do you like best about KNIME? The ability to build highly visual and explainable workflows without code Review collected by and hosted on G2.com. What do you dislike about KNIME? No real downsides that I have noticed so far Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? Data manipulation and extraction Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic AP Andrea P. Proposal Manager Small-Business (50 or fewer emp.) 10/29/2025 "Feature-Rich Open Source, But Online Help Needs Improvement" 5/5 What do you like best about KNIME? Open Source with a lot of connectivity and manipulation features Review collected by and hosted on G2.com. What do you dislike about KNIME? Online help could be better. File management could be improved. Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? Data wrapping, Analytics, AI Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![سلامه .](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "سلامه .") س سلامه . محلل حركة مرور DE Small-Business (50 or fewer emp.) 3/28/2023 "Innovation" 5/5 What do you like best about KNIME? The great benefit that the cooperation between the two countries had in the world in order to achieve strategic goals that work on developing joint cooperation between the countries of the world. Review collected by and hosted on G2.com. What do you dislike about KNIME? There was nothing to indicate the existence of some countries that still live in the field. Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? Knowledge Review collected by and hosted on G2.com. Show More 7/10/2025 Current UserValidated ReviewerIncentivizedSource: G2 inviteAI Translated ![Francesco A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Francesco A.") FA Francesco A. Team Leader Enterprise (\> 1000 emp.) 10/2/2024 "I think best software ever for data analytics and machine learning" 5/5 What do you like best about KNIME? Besides the great ease of use, what I appreciate most is the community of professionals, enthusiasts, and people at KNIME. You can always find someone to give you a suggestion, help, or share their workflows, allowing you to save hours and hours of work Review collected by and hosted on G2.com. What do you dislike about KNIME? At the moment, I have found only advantages, no drawbacks Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? I have used it extensively in teaching, with the aim of disseminating the most common data analysis and machine learning techniques. At work, I use it more often for ETL activities and, recently, to make some predictions based on data that evolves over time Review collected by and hosted on G2.com. 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