Hub vs Versatile

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-10-08
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At a glance

DimensionHubVersatile
FocusReal-world training data for physical AI modelsPassive crane intelligence for steel erectors
Data ModalitiesEgocentric video, image, video, audio (54k hrs video, 2.4M images, 80k hrs audio)Crane operations data (picks, sequences, delays)
DeploymentCloud-based platform, data delivered to S3On-premise hardware + software on crane, mobile app
PricingContact for custom / bespoke projectsContact for hardware + software licensing
Best ForFrontier AI labs, robotics companies, multimodal AI researchersSteel erectors, project managers on tower/crawler crane sites
Not ForTeams needing synthetic data, real-time inference, or transparent pricingTeams without crane operations, needing full construction management suite
Hub
Hub

Hub collects real-world multimodal data for embodied AI — egocentric video, teleoperation, hand tracking and tactile — with custom collection delivered in

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Versatile
Versatile

AI-powered crane intelligence for steel erectors — every pick, sequence and delay captured passively from the crane, with no crew workflow changes.

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Pricing
Contact Sales
Contact Sales
Plans
—
Contact sales
Popularity
2 views
7.4k views
Skill Level
Advanced
Beginner-friendly
API Available
Platforms
Web
WebMobile
Categories
🏷️ Data Labeling & Training Data👁️ Computer Vision
👷 Construction & Field Service
Features
Egocentric RGB-D capture: calibrated stereo RGB with dense metric depth
540,000+ hours of egocentric video captured across 10,000+ environments
Synced IMU at 200 Hz with 6-DoF VIO trajectory
3D hand pose: 21 keypoints, MANO parameters, 6-DoF wrist
Teleoperation trajectories with synchronized joint states and end-effector poses
Gripper commands and multi-view camera streams, task-labeled per episode
Tactile capture: contact pressure maps plus shear and slip events
Instrumented gloves and sensorized gripper support for tactile collection
Custom collection pipeline: SOW ingested at 00:00, itemised quote at 00:42
First samples delivered to your S3 bucket by 08:30 with frame-level QA
Approval gate on samples before the full collection run proceeds
Full delivery completed at the 36:00 mark
Output formats: MCAP, LeRobot, or a custom format
Diversity-cap enforcement across modality, volume and environments
Live capture streaming with real-time FPS, depth and IMU status
Passive data capture from tower and crawler cranes — no crew input required
Real-time visibility into every pick, sequence and delay
Control Center dashboard for pace, progress and problem tracking
Piece matching to verify steel deliveries against the erection plan
4D Viewer visualizing installation progress over time
Automated progress reporting for project managers and GCs
Mobile app for viewing crane data on site
Hardware plus software solution installed on the crane
Objective crane utilization and overtime analytics
Planned vs actual crane performance comparison across a project
Works with tower and crawler crane types
Multi-language interface (English, Spanish, French, Polish, Greek)
Integrations
Amazon S3

Who should pick which

  • AI researcher needing egocentric video datasets
    Pick: Hub

    Hub provides 54k hours of egocentric video with IMU/RGB depth/3D hand reconstruction, ideal for training embodied AI models.

  • Robotics company requiring custom real-world data collection
    Pick: Hub

    Hub offers bespoke collection with global contributors, fast turnaround, and direct S3 delivery, perfect for physical AI training.

  • Steel erector monitoring crane picks and delays
    Pick: Versatile

    Versatile provides passive crane intelligence with real-time visibility into picks, sequences, and delays, without changing crew workflows.

  • Project manager on tower crane site wanting to reduce overtime
    Pick: Versatile

    Versatile's control center dashboard tracks utilization and delays, enabling data-driven adjustments to cut overtime.

Frequently Asked Questions

What types of data does Hub provide?

Hub provides off-the-shelf and custom datasets in four modalities: egocentric video (54k hrs, IMU/RGB depth), images (2.4M frames, 38 verticals, 1080p+), video (70k clips, 30fps, multi-object tracking), and audio (80k hrs, 47 languages, 48kHz).

Does Versatile integrate with existing construction software?

Versatile focuses on crane data exclusively. It does not list integrations with full project management suites; its hardware captures crane data independently and displays in its own dashboard.

Can Hub provide custom data collection quickly?

Yes, Hub offers quotes in under 1 hour and full delivery within 36 hours for bespoke data collection, leveraging a global network of contributors.

Is Versatile hardware or software?

Versatile is a hardware-software combination installed on tower or crawler cranes. It includes sensors for passive data capture and a software dashboard for analytics. A mobile app was launched in 2026.

Are there free or self-service tiers for either tool?

No. Both require contacting sales for pricing. Hub has no self-service pricing; Versatile sells hardware and licensing.

Which tool is better for a multimodal AI project?

Hub, because it provides real-world data across video, image, and audio modalities with annotations, directly supporting multimodal model training.

Can Versatile be used on projects without steel erection?

No. Versatile is designed exclusively for steel erectors and crane operations. It does not support other trades like concrete or MEP.

What is unique about Hub's contributor network?

Hub has verified contributors in 150+ countries, including SMB partners and creative studios, enabling rapid, diverse data collection and augmentation.

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Last reviewed: July 3, 2026