--- title: Hive Data Reviews meta_title: 'Hive Data Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 10 reviews by the users' company size, role or industry to find out how Hive Data works for a business like yours. aggregate_rating: rating_value: 4.4 review_count: 10 scale: '5' date_modified: '2026-08-07' parent_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # Hive Data Reviews **Vendor:** Hive.ai **Category:** [Data Labeling Software](https://www.g2.com/categories/data-labeling) **Average Rating:** 4.4/5.0 **Total Reviews:** 10 ## About Hive Data Founded in 2013, Hive is a pioneering AI company specialized in computer vision and deep learning. Hive is focused on powering innovators across industries with practical AI solutions and data labeling, grounded in the world's highest quality visual and audio metadata. The company solves challenges for enterprises through three main pillars of the business: Hive Data, Hive Predict, and Hive Enterprise. Hive Data is the world's largest distributed data labeling platform with over 2 million registered contributors globally. Hive Predict is our set of proprietary deep learning models, powering AI for corporate clients. Hive Enterprise packages applied industry solutions, integrating proprietary models with client datasets and systems. ## Hive Data Reviews ### 1. Hive data review **Rating:** 4.0/5.0 stars **Reviewed by:** Gaurav Y. | Senior Big Data Developer, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** December 28, 2021 **What do you like best about Hive Data?** Support of different type of queries, compatible with hdfs and hql is very easy to Lear if one knows sql, compatible with tez engine **What do you dislike about Hive Data?** Slow query performence, column default not possible insert update not possible **Recommendations to others considering Hive Data:** Good tools less traing required if you know sql **What problems is Hive Data solving and how is that benefiting you?** Storing data querying making audit tables and giving coustmer access as required ### 2. Managed Data Solution **Rating:** 4.0/5.0 stars **Reviewed by:** ADARSH S. | System Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** December 03, 2021 **What do you like best about Hive Data?** It has a great feature to manage the data and build AI solutions on top of it. **What do you dislike about Hive Data?** Training videos should be made available on a public platform to use the tool. **What problems is Hive Data solving and how is that benefiting you?** We are currently providing insights from the data and data model to the client. ### 3. Hive Data helped us label our data for training set and listing images **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Hospitality | Mid-Market (51-1000 emp.) **Reviewed Date:** November 24, 2021 **What do you like best about Hive Data?** The accuracy of the labeling, Helped a lot in the accuracy of our ML models **What do you dislike about Hive Data?** The pre trained models weren't very useful for us, so we had to just resort to labelled data. **What problems is Hive Data solving and how is that benefiting you?** We are trying to solve the identification of listing into different categories so that we can accurately set expectations for our guests who are booking a listing on the platform. ### 4. Good data warehouse infrastructure to use **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** December 21, 2021 **What do you like best about Hive Data?** I like the flexibility of features it provides for analyzing bigdata and infrastructure overall **What do you dislike about Hive Data?** There is nothing much of drawback to think of in it. **What problems is Hive Data solving and how is that benefiting you?** I solved data warehousing through Hive Data and also to process the data in other softwares also. ### 5. User friendly **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.) **Reviewed Date:** September 27, 2018 **What do you like best about Hive Data?** Easy to set up and user friendly interface. Automatic classification by deep learning models through Hive predict and manual data labelling is pretty precise. **What do you dislike about Hive Data?** No recent developments. Good to use at basic level. **Recommendations to others considering Hive Data:** Users working on video and image processing should definitely consider using Hive. **What problems is Hive Data solving and how is that benefiting you?** To create more clusters and save data horizontally. ## Hive Data Discussions - [What are the features and limitations of hive?](https://www.g2.com/discussions/what-are-the-features-and-limitations-of-hive) - [What are the features of hive in big data?](https://www.g2.com/discussions/hive-data-what-are-the-features-of-hive-in-big-data) - [What are the features of hive in big data?](https://www.g2.com/discussions/what-are-the-features-of-hive-in-big-data) - [What are features of hive?](https://www.g2.com/discussions/hive-data-what-are-features-of-hive) - [What are features of hive?](https://www.g2.com/discussions/what-are-features-of-hive) - [View Hive Data pricing details and edition comparison](https://www.g2.com/products/hive-data/reviews?filters%5Bnps_score%5D%5B%5D=4§ion=pricing&secure%5Bexpires_at%5D=2026-08-12+11%3A46%3A08+-0500&secure%5Bsession_id%5D=1b497ef4-bff6-49ca-97f6-7b523b96ac80&secure%5Btoken%5D=704020d87b04d0f8d47f9bd1a3743579734057be157169880de8f1752a8e1ec1&format=llm_user) ## Hive Data Features **Additional Functionality** - Tagging - Natural Language Processing - Data Extraction - Multi-Language - Predictive Analytics - Drag & Drop - Speech Recognition - Reporting/Analytics - Data Storage Management - Virtual Personal Assistant (VPA) - AI Copilot - Customer Segmentation - Collaboration Tools - Data Import/Export - Generative AI - For eCommerce - Role-Based Permissions - Customizable Branding - Search/Filter - Monitoring - Document Management - API - Data Visualization - Trend Analysis - Machine Learning - Access Controls/Permissions - Alerts/Escalation - Performance Metrics - Real-Time Data - Third-Party Integrations - Mobile App - Multiple Data Sources - For Sales Teams/Organizations - Sentiment Analysis - Activity Dashboard - Chatbot - Workflow Automation **Quality** - Labeler Quality - Task Quality - Data Quality - Human-in-the-Loop **Automation** - Machine Learning Pre-Labeling - Automatic Routing of Labeling **Image Annotation** - Image Segmentation - Object Detection - Object Tracking - Data Types **Natural Language Annotation** - Named Entity Recognition - Sentiment Detection - OCR **Speech Annotation** - Transcription - Emotion Recognition ## Top Hive Data Alternatives - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) - 4.8/5.0 (354 reviews) - [Clarifai](https://www.g2.com/products/clarifai/reviews) - 4.3/5.0 (69 reviews) - [Prolific](https://www.g2.com/products/prolific/reviews) - 4.6/5.0 (202 reviews)