# Top 10 Amazon Sagemaker Ground Truth Alternatives & Competitors **Average Rating:** 4.1/5 **Total Number of Reviews:** 19 The Data Labeling Software solutions below are the most common alternatives that users and reviewers compare with Amazon Sagemaker Ground Truth. Other important factors to consider when researching alternatives to Amazon Sagemaker Ground Truth include reliability and ease of use. The best overall Amazon Sagemaker Ground Truth alternative is SuperAnnotate. Other similar apps like Amazon Sagemaker Ground Truth are Labelbox, Appen, Clarifai, and V7 Darwin. Amazon Sagemaker Ground Truth alternatives can be found in [Data Labeling Software](https://www.g2.com/categories/data-labeling) but may also be in [MLOps Platforms](https://www.g2.com/categories/mlops-platforms) or [Machine Learning Data Catalog Software](https://www.g2.com/categories/machine-learning-data-catalog). ## Best Paid & Free Alternatives to Amazon Sagemaker Ground Truth - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) - [Labelbox](https://www.g2.com/products/labelbox/reviews) - [Appen](https://www.g2.com/products/appen/reviews) - [Clarifai](https://www.g2.com/products/clarifai/reviews) - [V7 Darwin](https://www.g2.com/products/v7-darwin/reviews) - [Prolific](https://www.g2.com/products/prolific/reviews) - [Hive Data](https://www.g2.com/products/hive-data/reviews) - [Roboflow](https://www.g2.com/products/roboflow/reviews) - [Dataloop](https://www.g2.com/products/dataloop-dataloop/reviews) - [Encord](https://www.g2.com/products/encord/reviews) ## Top 10 Alternatives to Amazon Sagemaker Ground Truth Recently Reviewed By G2 Community Browse options below. Based on reviewer data, you can see how Amazon Sagemaker Ground Truth stacks up to the competition, check reviews from current & previous users in industries like Information Technology and Services, Banking, and Market Research, 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:** 379 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 Amazon Sagemaker Ground Truth, SuperAnnotate is: - Easier to set up - Easier to admin - Better at meeting requirements Categories in common with Amazon Sagemaker Ground Truth: [Data Labeling](https://www.g2.com/categories/data-labeling) **Compare:** [Amazon Sagemaker Ground Truth vs SuperAnnotate](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-superannotate) **Compare SuperAnnotate with other alternatives:** - [SuperAnnotate vs Labelbox](https://www.g2.com/compare/labelbox-vs-superannotate) - [SuperAnnotate vs Appen](https://www.g2.com/compare/appen-vs-superannotate) - [SuperAnnotate vs Clarifai](https://www.g2.com/compare/clarifai-vs-superannotate) - [SuperAnnotate vs V7 Darwin](https://www.g2.com/compare/superannotate-vs-v7-darwin) - [SuperAnnotate vs Prolific](https://www.g2.com/compare/prolific-vs-superannotate) - [SuperAnnotate vs Hive Data](https://www.g2.com/compare/hive-data-vs-superannotate) - [SuperAnnotate vs Roboflow](https://www.g2.com/compare/roboflow-vs-superannotate) - [SuperAnnotate vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-superannotate) - [SuperAnnotate vs Encord](https://www.g2.com/compare/encord-vs-superannotate) ### 2. [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 Amazon Sagemaker Ground Truth, Labelbox is: - Easier to set up - Easier to admin - Better at meeting requirements Categories in common with Amazon Sagemaker Ground Truth: [Data Labeling](https://www.g2.com/categories/data-labeling) **Compare:** [Amazon Sagemaker Ground Truth vs Labelbox](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-labelbox) **Compare Labelbox with other alternatives:** - [Labelbox vs SuperAnnotate](https://www.g2.com/compare/labelbox-vs-superannotate) - [Labelbox vs Appen](https://www.g2.com/compare/appen-vs-labelbox) - [Labelbox vs Clarifai](https://www.g2.com/compare/clarifai-vs-labelbox) - [Labelbox vs V7 Darwin](https://www.g2.com/compare/labelbox-vs-v7-darwin) - [Labelbox vs Prolific](https://www.g2.com/compare/labelbox-vs-prolific) - [Labelbox vs Hive Data](https://www.g2.com/compare/hive-data-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 Encord](https://www.g2.com/compare/encord-vs-labelbox) ### 3. [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 Amazon Sagemaker Ground Truth, Appen is: - Slower to reach roi - Easier to set up - Easier to admin Categories in common with Amazon Sagemaker Ground Truth: [Data Labeling](https://www.g2.com/categories/data-labeling) **Compare:** [Amazon Sagemaker Ground Truth vs Appen](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-appen) **Compare Appen with other alternatives:** - [Appen vs SuperAnnotate](https://www.g2.com/compare/appen-vs-superannotate) - [Appen vs Labelbox](https://www.g2.com/compare/appen-vs-labelbox) - [Appen vs Clarifai](https://www.g2.com/compare/appen-vs-clarifai) - [Appen vs V7 Darwin](https://www.g2.com/compare/appen-vs-v7-darwin) - [Appen vs Prolific](https://www.g2.com/compare/appen-vs-prolific) - [Appen vs Hive Data](https://www.g2.com/compare/appen-vs-hive-data) - [Appen vs Roboflow](https://www.g2.com/compare/appen-vs-roboflow) - [Appen vs Dataloop](https://www.g2.com/compare/appen-vs-dataloop-dataloop) - [Appen vs Encord](https://www.g2.com/compare/appen-vs-encord) ### 4. [Clarifai](https://www.g2.com/products/clarifai/reviews) By Clarifai **Average Rating:** 4.3/5 **Total Reviews:** 66 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 Amazon Sagemaker Ground Truth, Clarifai is: - Easier to admin - Easier to set up - More expensive Categories in common with Amazon Sagemaker Ground Truth: [Data Labeling](https://www.g2.com/categories/data-labeling) **Compare:** [Amazon Sagemaker Ground Truth vs Clarifai](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-clarifai) **Compare Clarifai with other alternatives:** - [Clarifai vs SuperAnnotate](https://www.g2.com/compare/clarifai-vs-superannotate) - [Clarifai vs Labelbox](https://www.g2.com/compare/clarifai-vs-labelbox) - [Clarifai vs Appen](https://www.g2.com/compare/appen-vs-clarifai) - [Clarifai vs V7 Darwin](https://www.g2.com/compare/clarifai-vs-v7-darwin) - [Clarifai vs Prolific](https://www.g2.com/compare/clarifai-vs-prolific) - [Clarifai vs Hive Data](https://www.g2.com/compare/clarifai-vs-hive-data) - [Clarifai vs Roboflow](https://www.g2.com/compare/clarifai-vs-roboflow) - [Clarifai vs Dataloop](https://www.g2.com/compare/clarifai-vs-dataloop-dataloop) - [Clarifai vs Encord](https://www.g2.com/compare/clarifai-vs-encord) ### 5. [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 Amazon Sagemaker Ground Truth, V7 Darwin is: - Easier to set up - Easier to do business with - Better at meeting requirements Categories in common with Amazon Sagemaker Ground Truth: [Data Labeling](https://www.g2.com/categories/data-labeling) **Compare:** [Amazon Sagemaker Ground Truth vs V7 Darwin](https://www.g2.com/compare/amazon-sagemaker-ground-truth-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 Labelbox](https://www.g2.com/compare/labelbox-vs-v7-darwin) - [V7 Darwin vs Appen](https://www.g2.com/compare/appen-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 Hive Data](https://www.g2.com/compare/hive-data-vs-v7-darwin) - [V7 Darwin vs Roboflow](https://www.g2.com/compare/roboflow-vs-v7-darwin) - [V7 Darwin vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-v7-darwin) - [V7 Darwin vs Encord](https://www.g2.com/compare/encord-vs-v7-darwin) ### 6. [Prolific](https://www.g2.com/products/prolific/reviews) By Prolific **Average Rating:** 4.6/5 **Total Reviews:** 237 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 Amazon Sagemaker Ground Truth, Prolific is: - Easier to set up - Easier to admin - Easier to do business with Categories in common with Amazon Sagemaker Ground Truth: [Data Labeling](https://www.g2.com/categories/data-labeling) **Compare:** [Amazon Sagemaker Ground Truth vs Prolific](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-prolific) **Compare Prolific with other alternatives:** - [Prolific vs SuperAnnotate](https://www.g2.com/compare/prolific-vs-superannotate) - [Prolific vs Labelbox](https://www.g2.com/compare/labelbox-vs-prolific) - [Prolific vs Appen](https://www.g2.com/compare/appen-vs-prolific) - [Prolific vs Clarifai](https://www.g2.com/compare/clarifai-vs-prolific) - [Prolific vs V7 Darwin](https://www.g2.com/compare/prolific-vs-v7-darwin) - [Prolific vs Hive Data](https://www.g2.com/compare/hive-data-vs-prolific) - [Prolific vs Roboflow](https://www.g2.com/compare/prolific-vs-roboflow) - [Prolific vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-prolific) - [Prolific vs Encord](https://www.g2.com/compare/encord-vs-prolific) ### 7. [Hive Data](https://www.g2.com/products/hive-data/reviews) By Hive.ai **Average Rating:** 4.4/5 **Total Reviews:** 10 Hive Data is a complete deeplearning toolkit that applies visual intelligence to difficult problems, changing the way businesses analyze unstructured visual data. Reviewers say compared to Amazon Sagemaker Ground Truth, Hive Data is: - Easier to set up - Easier to admin - More usable Categories in common with Amazon Sagemaker Ground Truth: [Data Labeling](https://www.g2.com/categories/data-labeling) **Compare:** [Amazon Sagemaker Ground Truth vs Hive Data](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-hive-data) **Compare Hive Data with other alternatives:** - [Hive Data vs SuperAnnotate](https://www.g2.com/compare/hive-data-vs-superannotate) - [Hive Data vs Labelbox](https://www.g2.com/compare/hive-data-vs-labelbox) - [Hive Data vs Appen](https://www.g2.com/compare/appen-vs-hive-data) - [Hive Data vs Clarifai](https://www.g2.com/compare/clarifai-vs-hive-data) - [Hive Data vs V7 Darwin](https://www.g2.com/compare/hive-data-vs-v7-darwin) - [Hive Data vs Prolific](https://www.g2.com/compare/hive-data-vs-prolific) - [Hive Data vs Roboflow](https://www.g2.com/compare/hive-data-vs-roboflow) - [Hive Data vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-hive-data) - [Hive Data vs Encord](https://www.g2.com/compare/encord-vs-hive-data) ### 8. [Roboflow](https://www.g2.com/products/roboflow/reviews) By Roboflow **Average Rating:** 4.7/5 **Total Reviews:** 152 Extract, transform, load for computer vision. Your datasets in every format. Balanced, labeled, versioned. Reviewers say compared to Amazon Sagemaker Ground Truth, Roboflow is: - Easier to set up - Easier to admin - More usable Categories in common with Amazon Sagemaker Ground Truth: [Data Labeling](https://www.g2.com/categories/data-labeling) **Compare:** [Amazon Sagemaker Ground Truth vs Roboflow](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-roboflow) **Compare Roboflow with other alternatives:** - [Roboflow vs SuperAnnotate](https://www.g2.com/compare/roboflow-vs-superannotate) - [Roboflow vs Labelbox](https://www.g2.com/compare/labelbox-vs-roboflow) - [Roboflow vs Appen](https://www.g2.com/compare/appen-vs-roboflow) - [Roboflow vs Clarifai](https://www.g2.com/compare/clarifai-vs-roboflow) - [Roboflow vs V7 Darwin](https://www.g2.com/compare/roboflow-vs-v7-darwin) - [Roboflow vs Prolific](https://www.g2.com/compare/prolific-vs-roboflow) - [Roboflow vs Hive Data](https://www.g2.com/compare/hive-data-vs-roboflow) - [Roboflow vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-roboflow) - [Roboflow vs Encord](https://www.g2.com/compare/encord-vs-roboflow) ### 9. [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 Amazon Sagemaker Ground Truth, Dataloop is: - Easier to set up - Easier to admin - Better at meeting requirements Categories in common with Amazon Sagemaker Ground Truth: [Data Labeling](https://www.g2.com/categories/data-labeling) **Compare:** [Amazon Sagemaker Ground Truth vs Dataloop](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-dataloop-dataloop) **Compare Dataloop with other alternatives:** - [Dataloop vs SuperAnnotate](https://www.g2.com/compare/dataloop-dataloop-vs-superannotate) - [Dataloop vs Labelbox](https://www.g2.com/compare/dataloop-dataloop-vs-labelbox) - [Dataloop vs Appen](https://www.g2.com/compare/appen-vs-dataloop-dataloop) - [Dataloop vs Clarifai](https://www.g2.com/compare/clarifai-vs-dataloop-dataloop) - [Dataloop vs V7 Darwin](https://www.g2.com/compare/dataloop-dataloop-vs-v7-darwin) - [Dataloop vs Prolific](https://www.g2.com/compare/dataloop-dataloop-vs-prolific) - [Dataloop vs Hive Data](https://www.g2.com/compare/dataloop-dataloop-vs-hive-data) - [Dataloop vs Roboflow](https://www.g2.com/compare/dataloop-dataloop-vs-roboflow) - [Dataloop vs Encord](https://www.g2.com/compare/dataloop-dataloop-vs-encord) ### 10. [Encord](https://www.g2.com/products/encord/reviews) By Encord **Average Rating:** 4.8/5 **Total Reviews:** 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. Reviewers say compared to Amazon Sagemaker Ground Truth, Encord is: - More usable - Better at meeting requirements - Easier to do business with Categories in common with Amazon Sagemaker Ground Truth: [Data Labeling](https://www.g2.com/categories/data-labeling) **Compare:** [Amazon Sagemaker Ground Truth vs Encord](https://www.g2.com/compare/amazon-sagemaker-ground-truth-vs-encord) **Compare Encord with other alternatives:** - [Encord vs SuperAnnotate](https://www.g2.com/compare/encord-vs-superannotate) - [Encord vs Labelbox](https://www.g2.com/compare/encord-vs-labelbox) - [Encord vs Appen](https://www.g2.com/compare/appen-vs-encord) - [Encord vs Clarifai](https://www.g2.com/compare/clarifai-vs-encord) - [Encord vs V7 Darwin](https://www.g2.com/compare/encord-vs-v7-darwin) - [Encord vs Prolific](https://www.g2.com/compare/encord-vs-prolific) - [Encord vs Hive Data](https://www.g2.com/compare/encord-vs-hive-data) - [Encord vs Roboflow](https://www.g2.com/compare/encord-vs-roboflow) - [Encord vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-encord) ## Explore Articles - [Best virtual data room solutions for secure document sharing](https://www.g2.com/discussions/best-virtual-data-room-solutions-for-secure-document-sharing) - [Best AI assistants for meeting scheduling and follow-ups](https://www.g2.com/discussions/best-ai-assistants-for-meeting-scheduling-and-follow-ups) - [CLM platforms](https://www.g2.com/discussions/help-me-learn-more-about-clm-platforms) - [Recommended software for business file collaboration online](https://www.g2.com/discussions/recommended-software-for-business-file-collaboration-online) - [best bot platforms](https://www.g2.com/discussions/what-are-the-best-bot-platforms-in-2025) - [What is the most cost-effective legal billing solution for small firms?](https://www.g2.com/discussions/what-is-the-most-cost-effective-legal-billing-solution-for-small-firms) ## Spotlight Categories - [Customer Service Automation Software](https://www.g2.com/categories/customer-service-automation) - [Contact Center Quality Assurance Software](https://www.g2.com/categories/contact-center-quality-assurance) - [Digital Signage Software](https://www.g2.com/categories/digital-signage)