Hive Data vs. Ximilar Comparison


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About Create training datasets for computer vision models with our fully managed solution. We believe that data labeling is the most important factor in building effective deep learning models. We are committed to being the field's leading data labeling platform and helping companies take full advantage of AI's capabilities. Organize your media with discrete categories. Identify items of interest with one or many bounding boxes. Like bounding boxes, but with additional precision. Annotate objects with accurate width, depth, and height. Classify each pixel of an image. Mark individual points in an image. Annotate straight lines in an image. Measure, yaw, pitch, and roll of an item of interest. Annotate timestamps in video and audio content. Annotate freeform lines in an image.	About Ximilar is the first MLaaS platform for training and fine-tuning vision-language models without coding, enabling multimodal AI without in-house research teams. Build and train custom models on your own image and text data, then deploy via a single API click. Chain multiple models into automated workflows using Flows. Key capabilities: — Vision-language model fine-tuning on custom datasets — Image classification, annotation, and object detection — Visual search handling thousands of queries per second — Text-to-image search using natural language queries — Automated tagging and product description generation — OCR and text extraction from images — Fashion AI for apparel tagging and visual search — Defect detection for manufacturing and quality control — Classification, grading, and pricing of collectible items Built on Intel Xeon® with TensorFlow and OpenVINO. Deploy via API or offline. GDPR-compliant, EU servers. 15B+ images processed. Clients in 40+ countries.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Organizations interested in a comprehensive data labeling platform	Audience E-commerce, fashion, collectibles, photography, manufacturing and quality control, home decor, healthcare, real estate, and automotive — businesses automating image and vision-language AI at scale.
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $25 per 1,000 annotations Free Version Not Supported Free Trial Not Supported	Pricing $0 Use Ximilar's AI services through the App or API. API calls consume credits from your monthly plan. Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Supported
Company Information Hive Founded: 2013 United States thehive.ai/data-labeling	Company Information Ximilar Founded: 2016 Czech Republic www.ximilar.com
Alternatives Alegion	Alternatives Nyckel
BasicAI	Ultralytics
Clarifai	Lens Moondream
V7 Darwin V7	Florence-2 Microsoft
Supervisely View All	LLaMA-Factory hoshi-hiyouga View All
Categories AI Vision Models Supported Computer Vision Supported Data Annotation Supported Data Labeling Supported Image Annotation Supported Image Recognition Supported Video Annotation Supported	Categories Computer Vision Supported Image Recognition Supported
Computer Vision Features Blob Detection & Analysis Supported Building Tools Supported Image Processing Supported Multiple Image Type Support Supported Reporting / Analytics Integration Supported Smart Camera Integration Supported Show More Features Data Labeling Features Human-in-the-loop Not Supported Labeling Automation Supported Labeling Quality Supported Performance Tracking Not Supported Polygon, Rectangle, Line, Point Not Supported SDK Supported Supports Audio Files Supported Task Management Not Supported Team Collaboration Supported Training Data Management Not Supported	Computer Vision Features Blob Detection & Analysis Not Supported Building Tools Supported Image Processing Supported Multiple Image Type Support Supported Reporting / Analytics Integration Not Supported Smart Camera Integration Not Supported
Integrations Apache Atlas Supported Claude Not Supported Cursor Not Supported GitHub Not Supported GitLab Not Supported Hive AutoML Supported PHP Not Supported Postman Not Supported Python Not Supported Quickwork Supported Style Intelligence Supported Taxi for Email Supported Toad Intelligence Central Supported Wyn Enterprise Supported bipp Supported Show More Integrations View All 8 Integrations	Integrations Apache Atlas Not Supported Claude Supported Cursor Supported GitHub Supported GitLab Supported Hive AutoML Not Supported PHP Supported Postman Supported Python Supported Quickwork Not Supported Style Intelligence Not Supported Taxi for Email Not Supported Toad Intelligence Central Not Supported Wyn Enterprise Not Supported bipp Not Supported Show More Integrations View All 7 Integrations
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