--- title: Universal Data Tool Reviews meta\_title: 'Universal Data Tool Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter reviews by the users' company size, role or industry to find out how Universal Data Tool works for a business like yours. aggregate\_rating: rating\_value: 4.0 review\_count: 2 scale: '5' date\_modified: '2025-05-08' parent\_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # Universal Data Tool Reviews & Product Details The Universal Data Tool is a web/desktop app for editing and annotating images, text, audio, documents and to view and edit any data defined in the extensible .udt.json and .udt.csv standard. Collaborate with others in real time, easily train labelers, integrate into your applications. Perform Image Segmentation, Image Classification, Audio Transcription, Named Entity Recognition (NER) and Named Entity Linking (NEL). Run with docker, use with Tensorflow, Keras, or Fast.ai. * * * Seller [Universal Data Tool](https://www.g2.com/sellers/universal-data-tool) Discussions [Universal Data Tool Community](https://www.g2.com/products/universal-data-tool/discuss) Overview by Severin Ibarluzea Show More ## Top-Rated Alternatives [ ![SuperAnnotate](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "SuperAnnotate") SuperAnnotate 4.8/5(381) ](https://www.g2.com/products/superannotate/reviews) [ ![Prolific](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Prolific") Prolific 4.6/5(238) ](https://www.g2.com/products/prolific/reviews) [ ![Roboflow](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Roboflow") Roboflow 4.7/5(155) ](https://www.g2.com/products/roboflow/reviews) [ View All Alternatives ](https://www.g2.com/products/universal-data-tool/competitors/alternatives) ![Victor C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Victor C.") VC Victor C. Desarrollador .net Small-Business (50 or fewer emp.) 1/14/2022 "Universal Data Tool by Finrod" 4/5 What do you like best about Universal Data Tool? Being able to use it from the web without the need to install it, ease of use and very easy to learn Review collected by and hosted on G2.com. What do you dislike about Universal Data Tool? The very simplicity sometimes makes you feel that options are lacking Review collected by and hosted on G2.com. What problems is Universal Data Tool solving and how is that benefiting you? For now it is a learning of what Data labeling can do, but it is seen with great potential Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ### There are not enough reviews of Universal Data Tool for G2 to provide buying insight. Below are some alternatives with more reviews: [ 1 ![SuperAnnotate Logo](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_9a85895001c537f0499ee1e5f9f9cb2d/superannotate.png "SuperAnnotate Logo") SuperAnnotate 4.8 (381) SuperAnnotate is the leading platform for building, fine-tuning, iterating, and managing your AI models faster with the highest-quality training data. ](https://www.g2.com/products/superannotate/reviews "SuperAnnotate")[ 2 ![Prolific Logo](https://images.g2crowd.com/uploads/product/hd_favicon/2f644eeeb79899fe3057220eb4880efa/prolific.svg "Prolific Logo") Prolific 4.6 (238) We help facilitate a higher standard of online research. Conduct research with 130,000+ vetted participants and gain insights you can rely on. ](https://www.g2.com/products/prolific/reviews "Prolific")[ 3 ![Roboflow Logo](https://images.g2crowd.com/uploads/product/hd_favicon/3dfdda24f498bcc4fe96498994ad134e/roboflow.svg "Roboflow Logo") Roboflow 4.7 (155) Extract, transform, load for computer vision. Your datasets in every format. Balanced, labeled, versioned. ](https://www.g2.com/products/roboflow/reviews "Roboflow")[ 4 ![Dataloop Logo](https://images.g2crowd.com/uploads/product/hd_favicon/4da020b98061b817eef0d1c790c7bf3b/dataloop-dataloop.svg "Dataloop Logo") Dataloop 4.4 (89) An end-to-end cloud-based annotation platform, with embedded tools and automations for producing high-quality datasets more efficiently. ](https://www.g2.com/products/dataloop-dataloop/reviews "Dataloop")[ 5 ![Clarifai Logo](https://images.g2crowd.com/uploads/product/hd_favicon/e2156266465f6f771e696a4a0eeccfe6/clarifai.svg "Clarifai Logo") Clarifai 4.3 (69) The hub of Clarifai’s technology is a high performance deep learning API on which a new generation of intelligent applications is being built. It enables Clarifai to combat everyday problems with high tech solutions by providing the most powerful machine learning systems to everyone in new and innovative ways. ](https://www.g2.com/products/clarifai/reviews "Clarifai")[ 6 ![Encord Logo](https://images.g2crowd.com/uploads/product/hd_favicon/1bbe35f885bdd1a4ac9150173719294f/encord.svg "Encord Logo") Encord 4.8 (65) Machine learning and data operations teams of all sizes use Encord's collaborative applications, automation features, and APIs to annotate, manage, and evaluate their datasets for computer vision. ](https://www.g2.com/products/encord/reviews "Encord")[ 7 ![Datasaur Logo](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_13f288fbd3cee9fd628b0e972934e5be/datasaur.png "Datasaur Logo") Datasaur 4.4 (65) Datasaur offers the most intuitive interface for all your Natural Language Processing related tasks. ](https://www.g2.com/products/datasaur/reviews "Datasaur")[ 8 ![V7 Darwin Logo](https://images.g2crowd.com/uploads/product/hd_favicon/82b16357eb8b6abc6deb1414a6b81d3a/v7-darwin.svg "V7 Darwin Logo") V7 Darwin 4.7 (55) V7 Darwin is a data labeling platform used by AI developers who need to train specialized computer vision models. It supports diverse data types, including images, videos, and medical imaging formats like DICOM or WSI. The platform offers AI-assisted labeling, data management, and workflow orchestration tools to help companies, clinics, and research labs create high-quality training data for building sophisticated AI solutions. It is especially useful for managing complex review processes and real-time collaboration between multiple teams of annotators, engineers, and domain experts. V7 Darwin integrates with popular ML frameworks and infrastructure and maintains high security and compliance standards (SOC 2, HIPAA), which makes it suitable for industries such as healthcare, retail, security, and manufacturing. ](https://www.g2.com/products/v7-darwin/reviews "V7 Darwin")[ 9 ![Kili Logo](https://images.g2crowd.com/uploads/product/hd_favicon/3a3353be2315b452fe0a213aa7a9dc9f/kili.svg "Kili Logo") Kili 4.7 (53) Today's challenge to train machine learning models is not to get the data itself - but to get the clean labelled data - to avoid having a "garbage in garbage out" loop. While current digital transformation by AI is powered by machine learning models, this process of data annotation becomes critical. Kili Technology serves as the training data solution to facilitate data annotation for image, video and text for various Computer Vision and NLP tasks with a robust tool to manage data quality and simplify collaboration. ](https://www.g2.com/products/kili/reviews "Kili")[ 10 ![Labelbox Logo](https://images.g2crowd.com/uploads/product/hd_favicon/b681ea8d4d5c88c70c6f43db07471dcf/labelbox.svg "Labelbox Logo") Labelbox 4.5 (48) A complete training data platform for AI. ](https://www.g2.com/products/labelbox/reviews "Labelbox") [Show More](#) ## Questions about Universal Data Tool? Ask real users or explore answers from the community Get practical answers, real workflows, and honest pros and cons from the G2 community or share your insights. [ Ask about Universal Data Tool ](https://www.g2.com/products/universal-data-tool/discussions/new) GU Guest User What is Universal Data Tool used for? 0 Upvotes 0 [ Join the conversation ](https://www.g2.com/discussions/what-is-universal-data-tool-used-for) [ View all Discussions ](https://www.g2.com/products/universal-data-tool/discuss) ##### Pricing Pricing details for this product isn’t currently available. Visit the vendor’s website to learn more. 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