--- 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 ![Verified User in Accounting](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Accounting") UA Verified User in Accounting Enterprise (\> 1000 emp.) 5/28/2025 "Great for Data Analysis" 4/5 What do you like best 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 technical person use knime Review collected by and hosted on G2.com. What do you dislike about KNIME? So far used, only limitation i faced was memory availability issues Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? Built some financial calculations and predictive cash flows Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Rupesh A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rupesh A.") RA Rupesh A. Researcher (W.O.C.) Enterprise (\> 1000 emp.) 4/15/2024 "Knime is The Future : Data Engineers Pay attention" 5/5 What do you like best 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 as you open the interface, you know that it's as easy as riding a bicycle. As I am attending the Knime conference and finishing up the first (L1) workshop, the session is ending and yet it is seems like I can continue to hear the instructor what is here, what is going to happen and what shall happen. I can use it for simple task to replace excel, or run large AI models. I completed my dissertation work with KNIME about 4 years ago; Knime helped me then, and it continues to help me now. I use it for developing and running models, or to teach business intelligence. Sometimes I just use it showoff :). I know the question is what I like best about the software, yet I could not hold my excitement to write above. I like the point and click workflow, the plethora of nodes, nodes that connect with other languages, and yes if you are data wrangler, I would say Knime is the best data engineering platform. And Yes now, checkout their Visual nodes, report generator, and if you are still shy of getting on AI bandwagon, try the GEN AI tools; Just search on Knime.com. Review collected by and hosted on G2.com. What do you dislike about KNIME? I am unsure what to dislike. I just appreciate that team has build an open source platform that's perfect. Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? Teaching, Data Cleaning, and Developing large analytical models, and now visualization. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Muhammad S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Muhammad S.") MS Muhammad S. Research Assistant Small-Business (50 or fewer emp.) 8/20/2024 "Easy to understand, Variety of Nodes" 5/5 What do you like best about KNIME? The fact that their is a node for almost everything and you can check for errors at every stage. Review collected by and hosted on G2.com. What do you dislike about KNIME? It can be little difficult to get data from databases Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? I am using KNIME for Time Series Forecasting, It is very convenient and easy to use as compared to R or python as it does not involve any codes Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services") UF Verified User in Financial Services Small-Business (50 or fewer emp.) 6/20/2024 "KNIME is the best software to automate accounting processes" 5/5 What do you like best about KNIME? Intuitive UI, the desktop version is completely free and open source, the great community which helps a lot with different uses cases. New nodes are added on each version and keep up with the trends like LLM. Is the best alternative to Alteryx. Review collected by and hosted on G2.com. What do you dislike about KNIME? Python integration can be improved when it comes to memory management and including more libraries by default (like Polars). Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? Worklfows automation in the Finance Department. Customer analytics with out repeating process and using API's and databases to blend data from different systems. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite AA Aarushi A. Analyst Enterprise (\> 1000 emp.) 3/22/2023 "It is a powerful and user-friendly." 5/5 What do you like best about KNIME? It is a user-friendly and versatile data analytics tool that offers a wide range of data analysis and visualization capabilities. It has an extensive collection of pre-built nodes that can be customized and connected to create complex workflows Review collected by and hosted on G2.com. What do you dislike about KNIME? It provides various visualization tools, but sometimes available options are limited compared to other data analytics platforms. Sometimes it s challenging to work with unstructured data, such as text or image data. Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? It allows the integration of data from various sources and formats, such as databases, spreadsheets, and cloud storage, which can save time and effort and help to streamline data processing workflows. It also provides various machine learning and data analytics tools that can help to build predictive models, perform statistical analysis, and gain insights from their data. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Harshad S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Harshad S.") HS Harshad S. Consultant (Grade 9) Enterprise (\> 1000 emp.) 4/2/2023 "One of the best Data harmonisation Tool" 4.5/5 What do you like best about KNIME? Knime helps to harmonise the most complex data with ease. Its an Open source, supports wide range of data sources, has Drag and Drop interface and is extensible. Review collected by and hosted on G2.com. What do you dislike about KNIME? Platform can be challenging to learn and Navigate particularly for the beginners. And Knime sometime do crash when the processing of the nodes are high. It has some glitch too Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? It solves all the Data Harmonisation Problems. It helps me in Data intergation, Data cleaning and Processing,Predictive analytics, Reporting and Visualisation and Collaboration. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic GF Gaetano Saverio F. Enterprise (\> 1000 emp.) 2/24/2023 "Knime review" 4/5 What do you like best about KNIME? I like the possibility to automate a lot of work that I usually do at my job. It is very easy to import and export data from/to Excel file. It is very useful that the function that you can apply are in visual block Review collected by and hosted on G2.com. What do you dislike about KNIME? I try difficult to read data from some typed of Database (eg. Access) Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? Automate some operations that I would otherwise have to do manually. This allows you to speed up my work and make fewer mistakes. It's also easy to re-read the project after weeks, as the building blocks are very intuitive. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Gowtham Raj B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Gowtham Raj B.") GB Gowtham Raj B. Senior Engineer | Data & Automation Enterprise (\> 1000 emp.) 5/10/2023 "No code, easy to use and easy to innovate" 5/5 What do you like best about KNIME? Quick to production ML models. Easy to learn and start delivering. Great integration with powerful programming languages (Python, Java) . One stop shop for production ready Data Engineering/Data Analytics and Data Science solutions. Review collected by and hosted on G2.com. What do you dislike about KNIME? Inbuilt Version control can be a great addition. Compatibility check for workflows between Client and Server versions can be great for development. A bit spacious UI for the client application would be appreciated. Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? ML model deployments (easy and quick) . No code ETL process (easy to learn) . Cheaper solution compared to alternatives. One stop analytical application for integrating ETL, modelling and reporting. Review collected by and hosted on G2.com. Show More 3/25/2024 Validated ReviewerSource: Organic Review from User Profile ![Mayank V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mayank V.") MV Mayank V. Senior Technical Consultant Information Technology and Services Enterprise (\> 1000 emp.) 3/9/2023 "Workflows for Everything!" 4.5/5 What do you like best about KNIME? The vast number of nodes available in Knime offers excellent flexibility and coverage for almost all types of business challenges. It also provides excellent connectivity and integration with different platforms, a value addition. Review collected by and hosted on G2.com. What do you dislike about KNIME? Knime requires a lot of configuration for even the most simple excel tasks that are pretty challenging for new users to understand and work with. Apart from this, everything works well. Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? It's solving our needs of creating workflows with integration to Appian, helping a remediate lot of manual work to automated workflows. Also, It helps our program's cost-effectiveness. Review collected by and hosted on G2.com. Show More 3/28/2023 Validated ReviewerSource: Organic Review from User Profile YK Yogita K. Accountant Mid-Market (51-1000 emp.) 3/28/2023 "KNIME Analytics Platform Review" 4.5/5 What do you like best about KNIME? It provides a great platform for data cleaning without extra hassle, is very easy to use, and data clarity and workflows are very well created. Data can be pulled directly from excel and extracted to excel. Review collected by and hosted on G2.com. What do you dislike about KNIME? KNIME can also be explored further for extra analytical tools and more manuals can be introduced. Otherwise vast visuals are available which a beginner can also use in their work Review collected by and hosted on G2.com. What problems is KNIME solving and how is that benefiting you? It helps in analysing a large set of data for producing meaningful reports for management, that too is reliable and helpful in decision making. Review collected by and hosted on G2.com. 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