--- title: Dataloop Reviews meta\_title: 'Dataloop Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 89 reviews by the users' company size, role or industry to find out how Dataloop works for a business like yours. aggregate\_rating: rating\_value: 4.4 review\_count: 89 scale: '5' date\_modified: '2026-08-07' parent\_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- ### Dataloop Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users appreciate the **ease of use** of Dataloop, finding the intuitive UI and annotation simple and effective. [(4 mentions)](https://www.g2.com/products/dataloop-dataloop/reviews?filters%5Bsentiment_snippet%5D=1717240&qs=pros-and-cons#reviews) Users appreciate the **annotation efficiency** of Dataloop, enjoying a simple interface that enhances the overall experience. [(2 mentions)](https://www.g2.com/products/dataloop-dataloop/reviews?filters%5Bsentiment_snippet%5D=1715440&qs=pros-and-cons#reviews) Users value the **easy annotation** capabilities of Dataloop, benefitting from its simple and intuitive interface. [(2 mentions)](https://www.g2.com/products/dataloop-dataloop/reviews?filters%5Bsentiment_snippet%5D=1719504&qs=pros-and-cons#reviews) Users love the **simple and easy-to-navigate interface** of Dataloop, enhancing their overall experience with the tool. [(2 mentions)](https://www.g2.com/products/dataloop-dataloop/reviews?filters%5Bsentiment_snippet%5D=1717907&qs=pros-and-cons#reviews) Users appreciate the **easy integrations** of Dataloop, enhancing their existing workflows effortlessly. [(1 mentions)](https://www.g2.com/products/dataloop-dataloop/reviews?filters%5Bsentiment_snippet%5D=1719839&qs=pros-and-cons#reviews) Users find the **UI changes complicated** , making the overall experience with Dataloop less intuitive. [(1 mentions)](https://www.g2.com/products/dataloop-dataloop/reviews?filters%5Bsentiment_snippet%5D=1716428&qs=pros-and-cons#reviews) Users find the **confusing syntax** of Dataloop frustrating, particularly after recent UI changes that impacted usability. [(1 mentions)](https://www.g2.com/products/dataloop-dataloop/reviews?filters%5Bsentiment_snippet%5D=1718220&qs=pros-and-cons#reviews) Users find the **difficult navigation** due to UI changes to be confusing, impacting their overall experience. [(1 mentions)](https://www.g2.com/products/dataloop-dataloop/reviews?filters%5Bsentiment_snippet%5D=1720470&qs=pros-and-cons#reviews) Users feel that the **lack of communication** from the community is hindering their overall experience with Dataloop. [(1 mentions)](https://www.g2.com/products/dataloop-dataloop/reviews?filters%5Bsentiment_snippet%5D=1720419&qs=pros-and-cons#reviews) Users feel the lack of a **demo section for first-time users** hinders their onboarding experience with Dataloop. [(1 mentions)](https://www.g2.com/products/dataloop-dataloop/reviews?filters%5Bsentiment_snippet%5D=1722404&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of Dataloop ##### 1. Ease of Use Users appreciate the **ease of use** of Dataloop, finding the intuitive UI and annotation simple and effective. [ See 4 mentions ](https://www.g2.com/products/dataloop-dataloop/reviews?filters%5Bsentiment_snippet%5D=1717240&qs=pros-and-cons#reviews) See Related User Reviews ![Stanley O.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Stanley O.") SO Stanley O. Mid-Market (51-1000 emp.) 4.5/5 "Simple, yet so detail-oriented" What do you like about Dataloop? The simplistic interface stands out for me. Despite incorporating various annotation types into the tool, it maintains an overall simple user interfac ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Enterprise (\> 1000 emp.) 4.5/5 "Dataloop platform is easy to use" What do you like about Dataloop? Easy UI easy to navigate through the platform. ##### 2. Annotation Efficiency Users appreciate the **annotation efficiency** of Dataloop, enjoying a simple interface that enhances the overall experience. [ See 2 mentions ](https://www.g2.com/products/dataloop-dataloop/reviews?filters%5Bsentiment_snippet%5D=1715440&qs=pros-and-cons#reviews) See Related User Reviews ![Stanley O.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Stanley O.") SO Stanley O. Mid-Market (51-1000 emp.) 4.5/5 "Simple, yet so detail-oriented" What do you like about Dataloop? The simplistic interface stands out for me. Despite incorporating various annotation types into the tool, it maintains an overall simple user interfac ![Awash G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Awash G.") AG Awash G. Enterprise (\> 1000 emp.) 5.0/5 "Dataloop is easy and useful to use in a very effective way. Try it dont believe me." What do you like about Dataloop? Easy anotation is the main merit of dataloop. ##### 3. Annotation Tools Users value the **easy annotation** capabilities of Dataloop, benefitting from its simple and intuitive interface. [ See 2 mentions ](https://www.g2.com/products/dataloop-dataloop/reviews?filters%5Bsentiment_snippet%5D=1719504&qs=pros-and-cons#reviews) See Related User Reviews ![Stanley O.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Stanley O.") SO Stanley O. Mid-Market (51-1000 emp.) 4.5/5 "Simple, yet so detail-oriented" What do you like about Dataloop? The simplistic interface stands out for me. Despite incorporating various annotation types into the tool, it maintains an overall simple user interfac ![Awash G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Awash G.") AG Awash G. Enterprise (\> 1000 emp.) 5.0/5 "Dataloop is easy and useful to use in a very effective way. Try it dont believe me." What do you like about Dataloop? Easy anotation is the main merit of dataloop. ##### 4. User Interface Users love the **simple and easy-to-navigate interface** of Dataloop, enhancing their overall experience with the tool. [ See 2 mentions ](https://www.g2.com/products/dataloop-dataloop/reviews?filters%5Bsentiment_snippet%5D=1717907&qs=pros-and-cons#reviews) See Related User Reviews ![Stanley O.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Stanley O.") SO Stanley O. Mid-Market (51-1000 emp.) 4.5/5 "Simple, yet so detail-oriented" What do you like about Dataloop? The simplistic interface stands out for me. Despite incorporating various annotation types into the tool, it maintains an overall simple user interfac ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Enterprise (\> 1000 emp.) 4.5/5 "Dataloop platform is easy to use" What do you like about Dataloop? Easy UI easy to navigate through the platform. ##### 5. Easy Integrations Users appreciate the **easy integrations** of Dataloop, enhancing their existing workflows effortlessly. [ See 1 mentions ](https://www.g2.com/products/dataloop-dataloop/reviews?filters%5Bsentiment_snippet%5D=1719839&qs=pros-and-cons#reviews) See Related User Reviews ![Sandip s.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sandip s.") SS Sandip s. Enterprise (\> 1000 emp.) 3.5/5 "Overall a good platform" What do you like about Dataloop? I like the platform being developer friendly. I like it allows me to integrate with my existing workflows. ### 5 Cons or Disadvantages of Dataloop ##### 1. Complexity Users find the **UI changes complicated** , making the overall experience with Dataloop less intuitive. [ See 1 mentions ](https://www.g2.com/products/dataloop-dataloop/reviews?filters%5Bsentiment_snippet%5D=1716428&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Enterprise (\> 1000 emp.) 4.5/5 "Dataloop platform is easy to use" What do you dislike about Dataloop? I didn't like when they changed the UI. It made it a bit confusing. ##### 2. Confusing Syntax Users find the **confusing syntax** of Dataloop frustrating, particularly after recent UI changes that impacted usability. [ See 1 mentions ](https://www.g2.com/products/dataloop-dataloop/reviews?filters%5Bsentiment_snippet%5D=1718220&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Enterprise (\> 1000 emp.) 4.5/5 "Dataloop platform is easy to use" What do you dislike about Dataloop? I didn't like when they changed the UI. It made it a bit confusing. ##### 3. Difficult Navigation Users find the **difficult navigation** due to UI changes to be confusing, impacting their overall experience. [ See 1 mentions ](https://www.g2.com/products/dataloop-dataloop/reviews?filters%5Bsentiment_snippet%5D=1720470&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Enterprise (\> 1000 emp.) 4.5/5 "Dataloop platform is easy to use" What do you dislike about Dataloop? I didn't like when they changed the UI. It made it a bit confusing. ##### 4. Lack of Communication Users feel that the **lack of communication** from the community is hindering their overall experience with Dataloop. [ See 1 mentions ](https://www.g2.com/products/dataloop-dataloop/reviews?filters%5Bsentiment_snippet%5D=1720419&qs=pros-and-cons#reviews) See Related User Reviews ![Sandip s.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sandip s.") SS Sandip s. Enterprise (\> 1000 emp.) 3.5/5 "Overall a good platform" What do you dislike about Dataloop? I think currently the community supports needs to improve ##### 5. Lack of Guidance Users feel the lack of a **demo section for first-time users** hinders their onboarding experience with Dataloop. [ See 1 mentions ](https://www.g2.com/products/dataloop-dataloop/reviews?filters%5Bsentiment_snippet%5D=1722404&qs=pros-and-cons#reviews) See Related User Reviews ![Stanley O.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Stanley O.") SO Stanley O. Mid-Market (51-1000 emp.) 4.5/5 "Simple, yet so detail-oriented" What do you dislike about Dataloop? There could be a demo section for first-time users. ## Top-Rated Alternatives [ ![SuperAnnotate](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_9a85895001c537f0499ee1e5f9f9cb2d/superannotate.png "SuperAnnotate") SuperAnnotate 4.8/5(381) ](https://www.g2.com/products/superannotate/reviews) [ ![Labelbox](https://images.g2crowd.com/uploads/product/hd_favicon/b681ea8d4d5c88c70c6f43db07471dcf/labelbox.svg "Labelbox") Labelbox 4.5/5(48) ](https://www.g2.com/products/labelbox/reviews) [ ![V7 Darwin](https://images.g2crowd.com/uploads/product/hd_favicon/82b16357eb8b6abc6deb1414a6b81d3a/v7-darwin.svg "V7 Darwin") V7 Darwin 4.7/5(55) ](https://www.g2.com/products/v7-darwin/reviews) [ View All Alternatives ](https://www.g2.com/products/dataloop-dataloop/competitors/alternatives) ![Dennis R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Dennis R.") DR Dennis R. Mid-Market (51-1000 emp.) 5/9/2024 "A journey into Data workflow with Dataloop." 4/5 What do you like best about Dataloop? I appreciate Dataloop for its amazing features, scalability and versatility. It excels in image recognition, supports various data format, fosters collaboration and allows diverst annotation types. Review collected by and hosted on G2.com. What do you dislike about Dataloop? In my experience with Dataloop, I have had challenges with some steep learning curve, infrastructure dependency, customization limitaions. These have in a way limited me in its usage. However the platform is quite amazing for it has in great abilities helped me do my tasks. Review collected by and hosted on G2.com. What problems is Dataloop solving and how is that benefiting you? In my work, Dataloop accelerates my annotation tasks, maintains labeling precision, and fosters collaboration among team members. As my datasets expand, Datalop scales seamlessly to accommodate growing volumes of date. Its integration with other Machine learning tools streamlines workflows, ensuring efficiency and enhancing model perfomance. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Mzamil J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mzamil J.") MJ Mzamil J. Small-Business (50 or fewer emp.) 5/9/2024 "I have had a smooth and convenient time every day I am working on Dataloop" 5/5 What do you like best about Dataloop? Dataloop is simple and very easy to use. Customer suport is very good because they respond very fast and in a polite language. Dataloop also has a huge number of features that makes it convenient for many users of different projects. After each update there are instructions provided that explain the changes hence making it easy to implement them Review collected by and hosted on G2.com. What do you dislike about Dataloop? What i dislike the most about dataloop is the frequent updates that sometimes cause the links not to work Review collected by and hosted on G2.com. What problems is Dataloop solving and how is that benefiting you? Dataloop helps me annotate fruits from farm images. Once annotated and fed into a computer, the data extracted can be used to set up machines that could harvest fruits fast hence saving on time and saves human labour. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite MA Mohit A. Enterprise (\> 1000 emp.) 5/8/2024 "The most integrated annotation tool with excellent customer support." 5/5 What do you like best about Dataloop? - PCD annotation support. - Out-of-the-box annotation models. - Category-based filtering from OOB models. - Custom pipelining to pre-annotate data with in-house models. Review collected by and hosted on G2.com. What do you dislike about Dataloop? Nothing as such, but visual prompt-based annotation like Landing AI would be a great addition. For example, annotate one car in the picture, and it immediately annotates the remaining cars in the picture. Review collected by and hosted on G2.com. What problems is Dataloop solving and how is that benefiting you? Image segmentation and Point Cloud annotation are the most commonly used features by our team. Also, iteratively improve the model by using the previous model to build the next version. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite KA Kandipalli A. Enterprise (\> 1000 emp.) 5/9/2024 "best tool for beginners" 5/5 What do you like best about Dataloop? In the dataloop we can easily access the production and having great tools for annotations especially for Audio we can easily adjust the audio and correct the annotations even if we did a mistake. Review collected by and hosted on G2.com. What do you dislike about Dataloop? More focusing on audios annotation it is difficult to annotate in beginning of audio and. Ending of audio. After editing carefully the annotation was missed and then again do annotations.this is annoying.please fix it. Review collected by and hosted on G2.com. What problems is Dataloop solving and how is that benefiting you? Dataloop is used to annotate the audios and finding the sentiment and engagement of audio. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite YB Yonatan B. Small-Business (50 or fewer emp.) 12/13/2023 "Helpful tool for our image annotation project" 4.5/5 What do you like best about Dataloop? We got in touch with Dataloop to help with our research project on text-to-image generation models. We needed to get human annotations of generated images across multiple kinds of questions. Dataloop walked us through the tool, showed us the interface, and worked with us on how to upload our data. They provided high quality human annotators who were available to work on the project on a very short notice. The project is on-going, and seems promising so far. The main benefits for us are: \* Easy to use tool with an intuitive interface \* Personal attention from the supoprt team \* Access to high quality human annotators Review collected by and hosted on G2.com. What do you dislike about Dataloop? Our use case is a bit atypical because we have multiple questions we want to ask about each image and they change with each image. The current tool doesn't have exactly this functionality. Fortunately, the support team was able to find a workaround to make our use case work. Review collected by and hosted on G2.com. What problems is Dataloop solving and how is that benefiting you? Dataloop's product offers an interface for human annotation of images, as well as access to human annotators. This helped us perform human evaluation as part of a research project, because we did not have a good tool or available human annotators. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Radha S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Radha S.") RS Radha S. Senior ites Enterprise (\> 1000 emp.) 6/11/2024 "Awesome" 4.5/5 What do you like best about Dataloop? As per my experience it's a very good tool that is working very well and smoothly I want to suggest everyone please use this tool it have all thing that you have to important for work . Review collected by and hosted on G2.com. What do you dislike about Dataloop? Sometimes it's working very slow and taking sometimes to download task sometimes Review collected by and hosted on G2.com. What problems is Dataloop solving and how is that benefiting you? Basically we are working on lidar and image for data labelling so this tool help me to to annotate object perfectly and they give me my error and accuracy that is very useful if I missed any object that time they highlighted so yes it's solving my issue. Review collected by and hosted on G2.com. Show More 6/15/2025 Validated ReviewerIncentivizedSource: Seller invite ![Awash G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Awash G.") AG Awash G. Enterprise (\> 1000 emp.) 5/20/2024 "Dataloop is easy and useful to use in a very effective way. Try it dont believe me." 5/5 What do you like best about Dataloop? Easy anotation is the main merit of dataloop. Review collected by and hosted on G2.com. What do you dislike about Dataloop? Sorry to say but I haven't any of the dislikes. Review collected by and hosted on G2.com. What problems is Dataloop solving and how is that benefiting you? Dataloop is quiet accurate with annotation and it is very easy to use with auto image recognition features which makes analyzing very efficient with less time consuming which can be trusted and be used to set up in various official use for frontend and graphic design too. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![George M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "George M.") GM George M. Data Annotator Enterprise (\> 1000 emp.) 5/9/2024 "Streamlining Data Management" 4.5/5 What do you like best about Dataloop? DataLoop excels at constructing quality data infrastructure for unstructured data, streamlining computer-vision pipelines, and ensuring seamless integration with robust security measures. A reliable ally in modern data management. Review collected by and hosted on G2.com. What do you dislike about Dataloop? Despite its strengths, DataLoop encounters occasional challenges with ever-growing datasets, leading to integration and deployment issues. However, it remains a powerful tool for data management. Review collected by and hosted on G2.com. What problems is Dataloop solving and how is that benefiting you? With support for various data types and annotation formats, DataLoop offers flexibility to adapt to different labeling requirements and accommodate diverse datasets, including unstructured data like images and videos. Review collected by and hosted on G2.com. Show More Response from Idan Benishu of Dataloop [Editedit](https://www.g2.com/survey_responses/dataloop-review-9628869/official_response/edit) Thank you for sharing your positive experience with Dataloop! We're thrilled to hear that you find our platform excels at constructing quality data infrastructure and streamlining computer-vision pipelines. We appreciate your feedback on the challenges you've encountered with ever-growing datasets and integration issues. Our team is constantly working to improve our platform and address these concerns. Please feel free to reach out to our support team for any assistance or to share more feedback. Thank you for choosing Dataloop as your ally in modern data management! 5/27/2024 Validated ReviewerIncentivizedSource: Seller invite ![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.) 5/12/2024 "Great product with multiple options!" 4.5/5 What do you like best about Dataloop? Dataloop enables you to manage end-to-end data processes to prepare the data for the model training cycle. The platform is rich in features and capabilities. The Python SDK is convenient for developers. Review collected by and hosted on G2.com. What do you dislike about Dataloop? The platform is rich in options but sometimes is not intuitive for the user. This makes it difficult to be self-sufficient at the beginning and requires hand-holding to kickstart. Review collected by and hosted on G2.com. What problems is Dataloop solving and how is that benefiting you? Dataloop enables the centralization of multiple steps across the data workflow in one place, integrating automations and enabling customization of the workflow in a pretty easy way Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Abuzar A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Abuzar A.") AA Abuzar A. operator Small-Business (50 or fewer emp.) 5/8/2024 "Most effective in data labeling" 4.5/5 What do you like best about Dataloop? It has all the functions which simplified the data labeling and help in time saving. One best thing about this is that we can easily gather the annotated task for the specific annotations in few click. Also it is very easy to use even for any one who is new to it. Review collected by and hosted on G2.com. What do you dislike about Dataloop? There is no such thing which I dislike about it. Review collected by and hosted on G2.com. What problems is Dataloop solving and how is that benefiting you? Usually we used to annotate the images depending on the various requirements. We are annotating the images using bounding box and polygon as per the business requirements. Review collected by and hosted on G2.com. 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