# Top 10 Hive Data Alternatives & Competitors **Average Rating:** 4.4/5 **Total Number of Reviews:** 10 Research alternative solutions to Hive Data on G2, with real user reviews on competing tools. Other important factors to consider when researching alternatives to Hive Data include tasks. The best overall Hive Data alternative is SuperAnnotate. Other similar apps like Hive Data are Clarifai, Prolific, Amazon Sagemaker Ground Truth, and Roboflow. Hive Data alternatives can be found in [Data Labeling Software](https://www.g2.com/categories/data-labeling) but may also be in [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) or [User Research Tools](https://www.g2.com/categories/user-research). ## Best Paid & Free Alternatives to Hive Data - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) - [Clarifai](https://www.g2.com/products/clarifai/reviews) - [Prolific](https://www.g2.com/products/prolific/reviews) - [Amazon Sagemaker Ground Truth](https://www.g2.com/products/amazon-sagemaker-ground-truth/reviews) - [Roboflow](https://www.g2.com/products/roboflow/reviews) - [Labelbox](https://www.g2.com/products/labelbox/reviews) - [Dataloop](https://www.g2.com/products/dataloop-dataloop/reviews) - [V7 Darwin](https://www.g2.com/products/v7-darwin/reviews) - [Appen](https://www.g2.com/products/appen/reviews) - [Datasaur](https://www.g2.com/products/datasaur/reviews) ## Top 10 Alternatives to Hive Data Recently Reviewed By G2 Community Browse options below. Based on reviewer data, you can see how Hive Data stacks up to the competition, check reviews from current & previous users in industries like Computer Software, Hospitality, and Telecommunications, and find the best product for your business. ### 1. [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) By SuperAnnotate **Average Rating:** 4.8/5 **Total Reviews:** 381 SuperAnnotate is the leading platform for building, fine-tuning, iterating, and managing your AI models faster with the highest-quality training data. Reviewers say compared to Hive Data, SuperAnnotate is: - Better at meeting requirements - Easier to do business with - Easier to set up Categories in common with Hive Data: [Data Labeling](https://www.g2.com/categories/data-labeling) **Compare:** [Hive Data vs SuperAnnotate](https://www.g2.com/compare/hive-data-vs-superannotate) **Compare SuperAnnotate with other alternatives:** - [SuperAnnotate vs Clarifai](https://www.g2.com/compare/clarifai-vs-superannotate) - [SuperAnnotate vs Prolific](https://www.g2.com/compare/prolific-vs-superannotate) - [SuperAnnotate vs Amazon Sagemaker Ground Truth](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-superannotate) - [SuperAnnotate vs Roboflow](https://www.g2.com/compare/roboflow-vs-superannotate) - [SuperAnnotate vs Labelbox](https://www.g2.com/compare/labelbox-vs-superannotate) - [SuperAnnotate vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-superannotate) - [SuperAnnotate vs V7 Darwin](https://www.g2.com/compare/superannotate-vs-v7-darwin) - [SuperAnnotate vs Appen](https://www.g2.com/compare/appen-vs-superannotate) - [SuperAnnotate vs Datasaur](https://www.g2.com/compare/datasaur-vs-superannotate) ### 2. [Clarifai](https://www.g2.com/products/clarifai/reviews) By Clarifai **Average Rating:** 4.3/5 **Total Reviews:** 73 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. Reviewers say compared to Hive Data, Clarifai is: - Better at meeting requirements Categories in common with Hive Data: [Data Labeling](https://www.g2.com/categories/data-labeling) **Compare:** [Hive Data vs Clarifai](https://www.g2.com/compare/clarifai-vs-hive-data) **Compare Clarifai with other alternatives:** - [Clarifai vs SuperAnnotate](https://www.g2.com/compare/clarifai-vs-superannotate) - [Clarifai vs Prolific](https://www.g2.com/compare/clarifai-vs-prolific) - [Clarifai vs Amazon Sagemaker Ground Truth](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-clarifai) - [Clarifai vs Roboflow](https://www.g2.com/compare/clarifai-vs-roboflow) - [Clarifai vs Labelbox](https://www.g2.com/compare/clarifai-vs-labelbox) - [Clarifai vs Dataloop](https://www.g2.com/compare/clarifai-vs-dataloop-dataloop) - [Clarifai vs V7 Darwin](https://www.g2.com/compare/clarifai-vs-v7-darwin) - [Clarifai vs Appen](https://www.g2.com/compare/appen-vs-clarifai) - [Clarifai vs Datasaur](https://www.g2.com/compare/clarifai-vs-datasaur) ### 3. [Prolific](https://www.g2.com/products/prolific/reviews) By Prolific **Average Rating:** 4.6/5 **Total Reviews:** 238 We help facilitate a higher standard of online research. Conduct research with 130,000+ vetted participants and gain insights you can rely on. Reviewers say compared to Hive Data, Prolific is: - Easier to do business with - Better at meeting requirements - Easier to set up Categories in common with Hive Data: [Data Labeling](https://www.g2.com/categories/data-labeling) **Compare:** [Hive Data vs Prolific](https://www.g2.com/compare/hive-data-vs-prolific) **Compare Prolific with other alternatives:** - [Prolific vs SuperAnnotate](https://www.g2.com/compare/prolific-vs-superannotate) - [Prolific vs Clarifai](https://www.g2.com/compare/clarifai-vs-prolific) - [Prolific vs Amazon Sagemaker Ground Truth](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-prolific) - [Prolific vs Roboflow](https://www.g2.com/compare/prolific-vs-roboflow) - [Prolific vs Labelbox](https://www.g2.com/compare/labelbox-vs-prolific) - [Prolific vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-prolific) - [Prolific vs V7 Darwin](https://www.g2.com/compare/prolific-vs-v7-darwin) - [Prolific vs Appen](https://www.g2.com/compare/appen-vs-prolific) - [Prolific vs Datasaur](https://www.g2.com/compare/datasaur-vs-prolific) ### 4. [Amazon Sagemaker Ground Truth](https://www.g2.com/products/amazon-sagemaker-ground-truth/reviews) By Amazon Web Services (AWS) **Average Rating:** 4.1/5 **Total Reviews:** 19 Amazon SageMaker Ground Truth helps you build highly accurate training datasets for machine learning quickly. SageMaker Ground Truth offers easy access to public and private human labelers and provides them with built-in workflows and interfaces for common labeling tasks. Reviewers say compared to Hive Data, Amazon Sagemaker Ground Truth is: - Better at support - Better at meeting requirements Categories in common with Hive Data: [Data Labeling](https://www.g2.com/categories/data-labeling) **Compare:** [Hive Data vs Amazon Sagemaker Ground Truth](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-hive-data) **Compare Amazon Sagemaker Ground Truth with other alternatives:** - [Amazon Sagemaker Ground Truth vs SuperAnnotate](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-superannotate) - [Amazon Sagemaker Ground Truth vs Clarifai](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-clarifai) - [Amazon Sagemaker Ground Truth vs Prolific](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-prolific) - [Amazon Sagemaker Ground Truth vs Roboflow](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-roboflow) - [Amazon Sagemaker Ground Truth vs Labelbox](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-labelbox) - [Amazon Sagemaker Ground Truth vs Dataloop](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-dataloop-dataloop) - [Amazon Sagemaker Ground Truth vs V7 Darwin](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-v7-darwin) - [Amazon Sagemaker Ground Truth vs Appen](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-appen) - [Amazon Sagemaker Ground Truth vs Datasaur](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-datasaur) ### 5. [Roboflow](https://www.g2.com/products/roboflow/reviews) By Roboflow **Average Rating:** 4.7/5 **Total Reviews:** 155 Extract, transform, load for computer vision. Your datasets in every format. Balanced, labeled, versioned. Reviewers say compared to Hive Data, Roboflow is: - Better at meeting requirements - Easier to set up - Easier to do business with Categories in common with Hive Data: [Data Labeling](https://www.g2.com/categories/data-labeling) **Compare:** [Hive Data vs Roboflow](https://www.g2.com/compare/hive-data-vs-roboflow) **Compare Roboflow with other alternatives:** - [Roboflow vs SuperAnnotate](https://www.g2.com/compare/roboflow-vs-superannotate) - [Roboflow vs Clarifai](https://www.g2.com/compare/clarifai-vs-roboflow) - [Roboflow vs Prolific](https://www.g2.com/compare/prolific-vs-roboflow) - [Roboflow vs Amazon Sagemaker Ground Truth](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-roboflow) - [Roboflow vs Labelbox](https://www.g2.com/compare/labelbox-vs-roboflow) - [Roboflow vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-roboflow) - [Roboflow vs V7 Darwin](https://www.g2.com/compare/roboflow-vs-v7-darwin) - [Roboflow vs Appen](https://www.g2.com/compare/appen-vs-roboflow) - [Roboflow vs Datasaur](https://www.g2.com/compare/datasaur-vs-roboflow) ### 6. [Labelbox](https://www.g2.com/products/labelbox/reviews) By Labelbox **Average Rating:** 4.5/5 **Total Reviews:** 48 A complete training data platform for AI. Reviewers say compared to Hive Data, Labelbox is: - Better at meeting requirements - Easier to set up - More usable Categories in common with Hive Data: [Data Labeling](https://www.g2.com/categories/data-labeling) **Compare:** [Hive Data vs Labelbox](https://www.g2.com/compare/hive-data-vs-labelbox) **Compare Labelbox with other alternatives:** - [Labelbox vs SuperAnnotate](https://www.g2.com/compare/labelbox-vs-superannotate) - [Labelbox vs Clarifai](https://www.g2.com/compare/clarifai-vs-labelbox) - [Labelbox vs Prolific](https://www.g2.com/compare/labelbox-vs-prolific) - [Labelbox vs Amazon Sagemaker Ground Truth](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-labelbox) - [Labelbox vs Roboflow](https://www.g2.com/compare/labelbox-vs-roboflow) - [Labelbox vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-labelbox) - [Labelbox vs V7 Darwin](https://www.g2.com/compare/labelbox-vs-v7-darwin) - [Labelbox vs Appen](https://www.g2.com/compare/appen-vs-labelbox) - [Labelbox vs Datasaur](https://www.g2.com/compare/datasaur-vs-labelbox) ### 7. [Dataloop](https://www.g2.com/products/dataloop-dataloop/reviews) By Dataloop **Average Rating:** 4.4/5 **Total Reviews:** 89 An end-to-end cloud-based annotation platform, with embedded tools and automations for producing high-quality datasets more efficiently. Reviewers say compared to Hive Data, Dataloop is: - Better at meeting requirements - Easier to do business with Categories in common with Hive Data: [Data Labeling](https://www.g2.com/categories/data-labeling) **Compare:** [Hive Data vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-hive-data) **Compare Dataloop with other alternatives:** - [Dataloop vs SuperAnnotate](https://www.g2.com/compare/dataloop-dataloop-vs-superannotate) - [Dataloop vs Clarifai](https://www.g2.com/compare/clarifai-vs-dataloop-dataloop) - [Dataloop vs Prolific](https://www.g2.com/compare/dataloop-dataloop-vs-prolific) - [Dataloop vs Amazon Sagemaker Ground Truth](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-dataloop-dataloop) - [Dataloop vs Roboflow](https://www.g2.com/compare/dataloop-dataloop-vs-roboflow) - [Dataloop vs Labelbox](https://www.g2.com/compare/dataloop-dataloop-vs-labelbox) - [Dataloop vs V7 Darwin](https://www.g2.com/compare/dataloop-dataloop-vs-v7-darwin) - [Dataloop vs Appen](https://www.g2.com/compare/appen-vs-dataloop-dataloop) - [Dataloop vs Datasaur](https://www.g2.com/compare/dataloop-dataloop-vs-datasaur) ### 8. [V7 Darwin](https://www.g2.com/products/v7-darwin/reviews) By V7 **Average Rating:** 4.7/5 **Total Reviews:** 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. Reviewers say compared to Hive Data, V7 Darwin is: - Better at meeting requirements - Easier to do business with - Easier to set up Categories in common with Hive Data: [Data Labeling](https://www.g2.com/categories/data-labeling) **Compare:** [Hive Data vs V7 Darwin](https://www.g2.com/compare/hive-data-vs-v7-darwin) **Compare V7 Darwin with other alternatives:** - [V7 Darwin vs SuperAnnotate](https://www.g2.com/compare/superannotate-vs-v7-darwin) - [V7 Darwin vs Clarifai](https://www.g2.com/compare/clarifai-vs-v7-darwin) - [V7 Darwin vs Prolific](https://www.g2.com/compare/prolific-vs-v7-darwin) - [V7 Darwin vs Amazon Sagemaker Ground Truth](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-v7-darwin) - [V7 Darwin vs Roboflow](https://www.g2.com/compare/roboflow-vs-v7-darwin) - [V7 Darwin vs Labelbox](https://www.g2.com/compare/labelbox-vs-v7-darwin) - [V7 Darwin vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-v7-darwin) - [V7 Darwin vs Appen](https://www.g2.com/compare/appen-vs-v7-darwin) - [V7 Darwin vs Datasaur](https://www.g2.com/compare/datasaur-vs-v7-darwin) ### 9. [Appen](https://www.g2.com/products/appen/reviews) By Appen **Average Rating:** 4.2/5 **Total Reviews:** 35 Appen collects and labels images, text, speech, audio, video, and other data used to build and continuously improve the world’s most innovative artificial intelligence systems. Our expertise includes having a global crowd of over 1 million skilled contractors who speak over 180 languages and dialects, in over 70,000 locations and 130 countries, and the industry’s most advanced AI-assisted data annotation platform. Our reliable training data gives leaders in technology, automotive, financial services, retail, healthcare, and governments the confidence to deploy world-class AI products. Founded in 1996, Appen has customers and offices globally. Reviewers say compared to Hive Data, Appen is: - Easier to admin - Easier to set up - Better at meeting requirements Categories in common with Hive Data: [Data Labeling](https://www.g2.com/categories/data-labeling) **Compare:** [Hive Data vs Appen](https://www.g2.com/compare/appen-vs-hive-data) **Compare Appen with other alternatives:** - [Appen vs SuperAnnotate](https://www.g2.com/compare/appen-vs-superannotate) - [Appen vs Clarifai](https://www.g2.com/compare/appen-vs-clarifai) - [Appen vs Prolific](https://www.g2.com/compare/appen-vs-prolific) - [Appen vs Amazon Sagemaker Ground Truth](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-appen) - [Appen vs Roboflow](https://www.g2.com/compare/appen-vs-roboflow) - [Appen vs Labelbox](https://www.g2.com/compare/appen-vs-labelbox) - [Appen vs Dataloop](https://www.g2.com/compare/appen-vs-dataloop-dataloop) - [Appen vs V7 Darwin](https://www.g2.com/compare/appen-vs-v7-darwin) - [Appen vs Datasaur](https://www.g2.com/compare/appen-vs-datasaur) ### 10. [Datasaur](https://www.g2.com/products/datasaur/reviews) By Datasaur **Average Rating:** 4.5/5 **Total Reviews:** 69 Datasaur offers the most intuitive interface for all your Natural Language Processing related tasks. Reviewers say compared to Hive Data, Datasaur is: - Better at meeting requirements - More usable - Easier to do business with Categories in common with Hive Data: [Data Labeling](https://www.g2.com/categories/data-labeling) **Compare:** [Hive Data vs Datasaur](https://www.g2.com/compare/datasaur-vs-hive-data) **Compare Datasaur with other alternatives:** - [Datasaur vs SuperAnnotate](https://www.g2.com/compare/datasaur-vs-superannotate) - [Datasaur vs Clarifai](https://www.g2.com/compare/clarifai-vs-datasaur) - [Datasaur vs Prolific](https://www.g2.com/compare/datasaur-vs-prolific) - [Datasaur vs Amazon Sagemaker Ground Truth](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-datasaur) - [Datasaur vs Roboflow](https://www.g2.com/compare/datasaur-vs-roboflow) - [Datasaur vs Labelbox](https://www.g2.com/compare/datasaur-vs-labelbox) - [Datasaur vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-datasaur) - [Datasaur vs V7 Darwin](https://www.g2.com/compare/datasaur-vs-v7-darwin) - [Datasaur vs Appen](https://www.g2.com/compare/appen-vs-datasaur) ## Explore Articles - [Recommendations for the best accounting service provider](https://www.g2.com/discussions/what-are-the-best-accounting-service-providers) - [Best cpq software for small businesses](https://www.g2.com/discussions/what-s-the-best-cpq-software-for-small-businesses) - [Top-rated VoIP providers for tech startups](https://www.g2.com/discussions/top-rated-voip-providers-for-tech-startups) - [What is the best platform for managing large job description libraries?](https://www.g2.com/discussions/what-is-the-best-platform-for-managing-large-job-description-libraries) - [Streem vs TeamViewer Frontline vs SightCall for a field service organization comparing AR collaboration tools: which gives technicians and customers the most seamless remote visual guidance experience without requiring dedicated hardware?](https://www.g2.com/discussions/streem-vs-teamviewer-frontline-vs-sightcall-for-a-field-service-organization-comparing-ar-collaboration-tools-which-gives-technicians-and-customers-the-most-seamless-remote-visual-guidance-experience-without-requiring-dedicated-hardware) - [What platform integrates website monitoring with incident management tools?](https://www.g2.com/discussions/what-platform-integrates-website-monitoring-with-incident-management-tools) ## Spotlight Categories - [User Research Tools](https://www.g2.com/categories/user-research) - [Online Community Management Software](https://www.g2.com/categories/online-community-management) - [Contact Center Quality Assurance Software](https://www.g2.com/categories/contact-center-quality-assurance)