--- title: Kili Reviews meta\_title: 'Kili Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 53 reviews by the users' company size, role or industry to find out how Kili works for a business like yours. aggregate\_rating: rating\_value: 4.7 review\_count: 53 scale: '5' date\_modified: '2026-08-09' parent\_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- ### Kili Pros and Cons: Top Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users love the **ease of use** of Kili's annotation platform and appreciate its comprehensive metrics for projects. [(1 mentions)](https://www.g2.com/products/kili/reviews?filters%5Bsentiment_snippet%5D=1714428&qs=pros-and-cons#reviews) Users value the **ease of use** and precise metrics for comprehensive project visualization on Kili's annotation platform. [(1 mentions)](https://www.g2.com/products/kili/reviews?filters%5Bsentiment_snippet%5D=2461361&qs=pros-and-cons#reviews) Users love the **ease of use** offered by Kili, enhancing their annotation experience significantly. [(1 mentions)](https://www.g2.com/products/kili/reviews?filters%5Bsentiment_snippet%5D=1715312&qs=pros-and-cons#reviews) Users love the **variety of models** available on Kili, enhancing their annotation projects with tailored solutions. [(1 mentions)](https://www.g2.com/products/kili/reviews?filters%5Bsentiment_snippet%5D=2461349&qs=pros-and-cons#reviews) Users feel that Kili lacks **adequate content updates** , limiting the platform's overall utility and engagement. [(1 mentions)](https://www.g2.com/products/kili/reviews?filters%5Bsentiment_snippet%5D=2461377&qs=pros-and-cons#reviews) Users feel Kili lacks **adequate content updates** , limiting their overall experience and engagement with the platform. [(1 mentions)](https://www.g2.com/products/kili/reviews?filters%5Bsentiment_snippet%5D=1714812&qs=pros-and-cons#reviews) ### Top Pros or Advantages of Kili ##### 1. Data Labeling Users love the **ease of use** of Kili's annotation platform and appreciate its comprehensive metrics for projects. [ See 1 mentions ](https://www.g2.com/products/kili/reviews?filters%5Bsentiment_snippet%5D=1714428&qs=pros-and-cons#reviews) See Related User Reviews ![Ariel H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ariel H.") AH Ariel H. Mid-Market (51-1000 emp.) 4.5/5 "Intuitive and Precise Annotation Platform" What do you like about Kili? I love the ease of use that this annotation platform offers. I also appreciate the accuracy of the metrics that allow for a complete visualization of ##### 2. Data Labelling Users value the **ease of use** and precise metrics for comprehensive project visualization on Kili's annotation platform. [ See 1 mentions ](https://www.g2.com/products/kili/reviews?filters%5Bsentiment_snippet%5D=2461361&qs=pros-and-cons#reviews) See Related User Reviews ![Ariel H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ariel H.") AH Ariel H. Mid-Market (51-1000 emp.) 4.5/5 "Intuitive and Precise Annotation Platform" What do you like about Kili? I love the ease of use that this annotation platform offers. I also appreciate the accuracy of the metrics that allow for a complete visualization of ##### 3. Ease of Use Users love the **ease of use** offered by Kili, enhancing their annotation experience significantly. [ See 1 mentions ](https://www.g2.com/products/kili/reviews?filters%5Bsentiment_snippet%5D=1715312&qs=pros-and-cons#reviews) See Related User Reviews ![Ariel H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ariel H.") AH Ariel H. Mid-Market (51-1000 emp.) 4.5/5 "Intuitive and Precise Annotation Platform" What do you like about Kili? I love the ease of use that this annotation platform offers. I also appreciate the accuracy of the metrics that allow for a complete visualization of ##### 4. Model Variety Users love the **variety of models** available on Kili, enhancing their annotation projects with tailored solutions. [ See 1 mentions ](https://www.g2.com/products/kili/reviews?filters%5Bsentiment_snippet%5D=2461349&qs=pros-and-cons#reviews) See Related User Reviews ![Ariel H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ariel H.") AH Ariel H. Mid-Market (51-1000 emp.) 4.5/5 "Intuitive and Precise Annotation Platform" What do you like about Kili? I love the ease of use that this annotation platform offers. I also appreciate the accuracy of the metrics that allow for a complete visualization of ### Top Cons or Disadvantages of Kili ##### 1. Limited Features Users feel that Kili lacks **adequate content updates** , limiting the platform's overall utility and engagement. [ See 1 mentions ](https://www.g2.com/products/kili/reviews?filters%5Bsentiment_snippet%5D=2461377&qs=pros-and-cons#reviews) See Related User Reviews ![Ariel H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ariel H.") AH Ariel H. Mid-Market (51-1000 emp.) 4.5/5 "Intuitive and Precise Annotation Platform" What do you dislike about Kili? I think the Kili team should provide more content during platform updates. ##### 2. Missing Features Users feel Kili lacks **adequate content updates** , limiting their overall experience and engagement with the platform. [ See 1 mentions ](https://www.g2.com/products/kili/reviews?filters%5Bsentiment_snippet%5D=1714812&qs=pros-and-cons#reviews) See Related User Reviews ![Ariel H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ariel H.") AH Ariel H. Mid-Market (51-1000 emp.) 4.5/5 "Intuitive and Precise Annotation Platform" What do you dislike about Kili? I think the Kili team should provide more content during platform updates. ![Hery R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Hery R.") HR Hery R. 2/11/2026 "Intuitive UX and Quick Installation" 5/5 What do you like best about Kili? I really appreciate the UX of Kili, which is very intuitive, even for people who are not from the tech sector. The interface is simple and efficient, which makes it easy to use. Moreover, it drastically reduces the cycle time between data collection and model training. The initial installation of Kili was quick, which is a real advantage. We also integrated it with our Google Cloud Store buckets, which works well together. Review collected by and hosted on G2.com. What do you dislike about Kili? There should be more self-training documentation for new users, that is, more tutorials. Review collected by and hosted on G2.com. What problems is Kili solving and how is that benefiting you? Kili drastically reduces the cycle time between data collection and model training, which facilitates annotation for satellite imaging projects. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: OrganicAI Translated ![Lantosoa V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Lantosoa V.") LV Lantosoa V. 2/13/2026 "Ease of Use and Exceptional Efficiency" 5/5 What do you like best about Kili? I appreciate the ease of use of Kili and its ergonomic aspect. The different options and buttons are all easily accessible, which allows annotators to work more efficiently. The initial installation of Kili is really easy. Review collected by and hosted on G2.com. What do you dislike about Kili? I think Kili could better improve its interface. A possible improvement, in my opinion, would be the integration of a guide into the interface. Review collected by and hosted on G2.com. What problems is Kili solving and how is that benefiting you? I use Kili to annotate and have better visibility on my team's work. Its ease of use and ergonomic design allow annotators to be more efficient. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: OrganicAI Translated ![Richardo R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Richardo R.") RR Richardo R. 2/16/2026 "Fluid Annotation Despite a High Cost" 4.5/5 What do you like best about Kili? I love using Kili for processing 3D point clouds, especially because of its smoothness during annotation. I don't notice any slowdown, which greatly facilitates annotations. Moreover, Kili is one of the easiest tools in terms of installation. Review collected by and hosted on G2.com. What do you dislike about Kili? I find that Kili is quite expensive compared to other annotation tools. Kili should offer special rates for its long-term users. Review collected by and hosted on G2.com. What problems is Kili solving and how is that benefiting you? I use Kili for 3D processing, and the smoothness without lag makes annotations easier. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: OrganicAI Translated ![Eric R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Eric R.") ER Eric R. 2/11/2026 "Efficient Automation for Audit and Validation" 5/5 What do you like best about Kili? I love the power of the Python SDK which allows automating all import/export. It saves us valuable time. I also appreciate that the initial installation process of Kili was easy. Review collected by and hosted on G2.com. What do you dislike about Kili? The interface is not yet optimized for annotation on tablets. Kili is currently optimized to be used only on PC. Review collected by and hosted on G2.com. What problems is Kili solving and how is that benefiting you? I use Kili for real-time visibility on task progress, and the automation of import/export via the Python SDK saves me valuable time. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: OrganicAI Translated ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") CC Verified User in Computer Software Mid-Market (51-1000 emp.) 4/26/2026 "Annotate your way to AI" 4.5/5 What do you like best about Kili? Easy to use, Simple to integrate with cloud storage providers and scalability are major plus points of using Kili for data annotation. I've used text and image annotation for my semi-supervised learning project. Review collected by and hosted on G2.com. What do you dislike about Kili? I want Kili to increase the number of annotations in the Community edition. Review collected by and hosted on G2.com. What problems is Kili solving and how is that benefiting you? Kili helps curate quality annotated data, which is most important in supervised learning. It also integrates cloud storage providers and webhooks to manage MLOps cycle. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Ariel H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ariel H.") AH Ariel H. Mid-Market (51-1000 emp.) 2/17/2023 "Intuitive and Precise Annotation Platform" 4.5/5 What do you like best about Kili? I love the ease of use that this annotation platform offers. I also appreciate the accuracy of the metrics that allow for a complete visualization of the different annotation projects carried out on the platform. Review collected by and hosted on G2.com. What do you dislike about Kili? I think the Kili team should provide more content during platform updates. Review collected by and hosted on G2.com. What problems is Kili solving and how is that benefiting you? Kili provides us with the necessary infrastructure to industrialize data annotation with better accuracy and productivity. Review collected by and hosted on G2.com. Show More 2/9/2026 Validated ReviewerSource: OrganicAI Translated ![Séraphin G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Séraphin G.") SG Séraphin G. Small-Business (50 or fewer emp.) 3/15/2023 "State of the art labeling platform!" 5/5 What do you like best about Kili? I've been using Kili for 6 months now on a wide range of labeling use cases (both computer vision and NLP). The stability offered by the tool is essential when you have tight deadlines and high volumes of data to annotate. Our team of 1000+ workers is used to the tool, we've been easily able to integrate our workforce management tool to Kili with the SSO feature. The workflow feature, allows us to implement step by step our labeling projects to customize them for each need. Last but not least, the analytics tab is crucial, even more when the pool of workforce is that large. The figures and metrics provided are accurate and cover all the critical items. Review collected by and hosted on G2.com. What do you dislike about Kili? The video annotations features are not yet wide (only b.box) but we've been told the release in Q2 2023, will integrate polygons and landmarks so as to cover the full scope of use cases. Review collected by and hosted on G2.com. What problems is Kili solving and how is that benefiting you? Kili allows us to extend our catalog of use cases and to have only one annotation tool instead of one per need (computer vision, segmentation, NLP). Based on the performance of the tool, we've been able to work faster and with fewer technical issues. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ET Evi T. Data Annotator Team Lead Mid-Market (51-1000 emp.) 2/22/2023 "Complete Annotation platform" 5/5 What do you like best about Kili? One of the fantastic aspects of this platform are the quality monitoring features, which make it easier to ensure that the labeled data is accurate and reliable. Additionally, the collaboration features are useful, because it allows team members to work together, sharing progress and ensuring efficiency. Very intuitive user-friendly interface too, making the labeling process seamless and easy to understand. Review collected by and hosted on G2.com. What do you dislike about Kili? I would like to see more advanced analytics to better monitor my team productivity and mine as well. Today I have a bit of trouble to see where and how I can accelerate my work. Review collected by and hosted on G2.com. What problems is Kili solving and how is that benefiting you? Kili is solving several issues for me, including the control of the quality and my team and I labels. It is very important for us because otherwise, we need to do it again. Also, the collaboration between the team and our clients are way more seamless in the tool with the review and q&a features. Review collected by and hosted on G2.com. Show More 2/27/2023 Current UserValidated ReviewerSource: Organic ![Robbert R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Robbert R.") RR Robbert R. Small-Business (50 or fewer emp.) 2/15/2023 "Great service, good product" 4.5/5 What do you like best about Kili? Kili stands out in its customer service. They provide great help with onboarding and provide the right resources for setting up your first projects. When one of our team mates has a question, the reply from kili is always fast and helpful. They are very open to new feedback and that is always great to see. Furthermore, they provided us with some help getting acquainted with the quality assurance tools they have. The product itself is also pretty nice to use. Labeling is fast, and the experience is quite customizable with plenty of options for each project and keyboard shortcuts to make the experience fast. Review collected by and hosted on G2.com. What do you dislike about Kili? The platform looks great, and serves our needs, but some features are missing. One of the features we would have liked to see is regarding text annotation projects in images. Right now, we need to upload OCR data with the image (for which kili provided a tutorial) but it would have been great if this is done automatically. Review collected by and hosted on G2.com. What problems is Kili solving and how is that benefiting you? Kilii is helping us label data faster than before. This is for two reasons: smoother labeling experience, and easy collaboration between labelers. Another issue kili is helping us with is higher quality data: The reason is twofold. First, the QA tools they provide. And second, because the experience is better, the quality of the labeling has improved. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Daniel N.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Daniel N.") DN Daniel N. Small-Business (50 or fewer emp.) 11/4/2023 "Really Good For Labelling Imagery" 4.5/5 What do you like best about Kili? The really interactive labelling platform. It has a set of really rich features and easy to use Review collected by and hosted on G2.com. What do you dislike about Kili? Might be a bit difficult extracting geospatial labels. Some technical know-how needed Review collected by and hosted on G2.com. What problems is Kili solving and how is that benefiting you? It solved the need to label imagery with a couple of different labellers. With Kili, labellers were coordinated properly and the image labelling process was really smooth Review collected by and hosted on G2.com. 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