Kinds of data

Physical-world data

Recordings of physical work for robots: first-person video, teleoperation, motion capture, machine and sensor logs.

Public price
$4.48 to $25

per hour of video

Demand
Split
Who buys
Humanoid and robot foundation-model companies, collection vendors

The market rate for physical-world data, by side

How the rates are computed

The median where three or more figures exist, otherwise the figures we hold. Each side is a different point in the market: what the people who make it are paid, what holders are offered, what catalogues ask, what was paid.

Paid to the people who make it

$20

per hour of work, median of 33 figures; middle half $8.37 to $32

Paid to the people who make it

$14

per hour of video, median of 14 figures; middle half $6.00 to $17

Sales that happened

$0.58 to $2.59

per hour of video, from 2 figures

Asking prices off the shelf

$8.88

per hour of video, median of 16 figures; middle half $4.48 to $25

Asking prices off the shelf

$0.66

per record, median of 6 figures; middle half $0.19 to $1.17

Asking prices off the shelf

$0.005

per image, from 1 figure

Asking prices off the shelf

$101

per demonstration, from 1 figure

Made to order

$38

per hour of video, median of 20 figures; middle half $15 to $59

Made to order

$13

per demonstration, median of 14 figures; middle half $7.42 to $70

Made to order

$94

per hour of work, median of 4 figures; middle half $75 to $102

Made to order

$100

per record, from 1 figure

Cost to produce

$127

per hour of video, median of 4 figures; middle half $93 to $187

Cost to produce

$6.88

per demonstration, median of 4 figures; middle half $2.96 to $13

Cost to produce

$16 to $26

per hour of work, from 2 figures

Cost to produce

$16

per record, from 1 figure

What physical-world data has sold or been offered for

The whole price board
  • AI-detected driving event clip with video and sensor data (Bee Maps AI Event Videos API)
    Price
    $6/ video

    per event video

    When
    Oct 2026
    What to know
    List price per clip of a detected driving event (the edge cases driving models are trained on); clip length is not stated, so no per-hour figure.
    Source
    Bee Maps, Pricing

    A catalogue or marketplace listing

  • Machine-detected road features (signs, lane lines and the like) from dashcam imagery (Bee Maps Road Detections)
    Price
    $3/ 1K detections

    per 1,000 detections

    When
    Oct 2026
    What to know
    Derived map data rather than raw driving footage; consumption pricing.
    Source
    Bee Maps, Pricing

    A catalogue or marketplace listing

  • Street-level dashcam image from the Bee Maps (Hivemapper) network, queried by location with timestamp and GPS
    Price
    $0.005/ image

    per image

    When
    Oct 2026
    What to know
    Consumption-based list price with no upfront commitment; imagery comes from a crowd of drivers with Bee dashcams.
    Source
    Bee Maps, Pricing

    A catalogue or marketplace listing

  • MoCap Online crowd animation pack, 108 optical motion-capture animations
    Price
    $34.99

    per pack of 108 animations

    When
    Oct 2026
    What to know
    A game-animation licence: the seller's terms say its assets may not be used in AI or machine learning without prior written permission, so this is the price of motion data without training rights. The list price stands (it is the compare-at price in the store data); the page draws its prices in the browser, and a 50% Halloween sale runs to 2 November 2026.
    Source
    MoCap Online, crowd pack

    A catalogue or marketplace listing

  • MoCap Online ladder animation pack, 198 optical motion-capture animations
    Price
    $29.99

    per pack of 198 animations

    When
    Oct 2026
    What to know
    A game-animation licence: the seller's terms say its assets may not be used in AI or machine learning without prior written permission, so this is the price of motion data without training rights. The list price stands (it is the compare-at price in the store data); the page draws its prices in the browser, and a 50% Halloween sale runs to 2 November 2026.
    Source
    MoCap Online, ladder pack

    A catalogue or marketplace listing

  • MoCap Online walk animation pack, 30 optical motion-capture animations
    Price
    $29.99

    per pack of 30 animations

    When
    Oct 2026
    What to know
    A game-animation licence: the seller's terms say its assets may not be used in AI or machine learning without prior written permission, so this is the price of motion data without training rights. The list price stands (it is the compare-at price in the store data); the page draws its prices in the browser, and a 50% Halloween sale runs to 2 November 2026.
    Source
    MoCap Online, walk pack

    A catalogue or marketplace listing

  • Bimanual Manipulation Pack, ready-to-license robot dataset (Robotics Center)
    Price
    Bimanual Manipulation Pack: From $5,000

    per dataset licence (starting price)

    When
    Oct 2026
    What to know
    Off-the-shelf starting price; the page gives no episode count, so no per-episode figure.
  • Humanoid or dexterous full-body teleoperation episode, whole-body policy training (Robotics Center custom collection)
    Price
    $5 - $15 per episode

    per episode

    When
    Oct 2026
    What to know
    Vendor list price for teleoperated episodes collected to order on its robots; data licensed exclusively by default, volume discounts above 10,000 episodes, 2 to 6 weeks turnaround.
  • Long-horizon, bimanual or contact-rich teleoperation episode, production policy fine-tuning (Robotics Center custom collection)
    Price
    $3 - $5 per episode

    per episode

    When
    Oct 2026
    What to know
    Vendor list price for teleoperated episodes collected to order on its robots; data licensed exclusively by default, volume discounts above 10,000 episodes, 2 to 6 weeks turnaround.
  • Mid-complexity manipulation teleoperation episode (15 to 30 seconds), standard imitation learning (Robotics Center custom collection)
    Price
    $1 - $3 per episode

    per episode

    When
    Oct 2026
    What to know
    Vendor list price for teleoperated episodes collected to order on its robots; data licensed exclusively by default, volume discounts above 10,000 episodes, 2 to 6 weeks turnaround.
  • Teleoperation task episode on a novel embodiment (robot shipped in by the customer), bespoke R&D collection (Robotics Center)
    Price
    $500 per task episode

    per task episode

    When
    Oct 2026
    What to know
    The price when the vendor must learn the customer's own robot: about 30 to 1,000 times its per-episode price on its own rigs. The page headlines custom collection as from $500 per task episode.
  • Simple pick-and-place teleoperation episode (about 5 seconds), for VLA pretraining volume (Robotics Center custom collection)
    Price
    $0.50 - $1 per episode

    per episode

    When
    Oct 2026
    What to know
    Vendor list price for teleoperated episodes collected to order on its robots; data licensed exclusively by default, volume discounts above 10,000 episodes, 2 to 6 weeks turnaround.
  • Dexterous Grasping Pack, ready-to-license robot dataset (Robotics Center)
    Price
    Dexterous Grasping Pack: From $5,000

    per dataset licence (starting price)

    When
    Oct 2026
    What to know
    Off-the-shelf starting price; the page gives no episode count, so no per-episode figure.
  • Humanoid Locomotion Pack, ready-to-license robot dataset (Robotics Center)
    Price
    Humanoid Locomotion Pack: From $10,000

    per dataset licence (starting price)

    When
    Oct 2026
    What to know
    Off-the-shelf starting price; the page gives no episode count, so no per-episode figure.
  • VLA Evaluation Pack, ready-to-license robot dataset (Robotics Center)
    Price
    VLA Evaluation Pack: From $3,000

    per dataset licence (starting price)

    When
    Oct 2026
    What to know
    Off-the-shelf starting price; the page gives no episode count, so no per-episode figure.
  • Full day in Teesside University's VR motion-capture studio (18 infra-red cameras, up to six suits), motion-capture control with technical support
    Price
    Full day: £600

    per one-day session

    When
    Oct 2026
    What to know
    A university facility's published hire rate; half day GBP 350, weekend GBP 750, data clean-up extra. At the bottom of the commercial range.
  • Egocentric video from people wearing cameras in everyday activities (Claru's cost figure)
    Price
    $10-30 per hour

    per hour

    When
    Oct 2026
    What to know
    Production cost: participant pay plus equipment amortisation, before margin and annotation.
    Source
  • Egocentric video sample pack, 10 to 15 clips with basic metadata
    Price
    $500–$2,000 for 10–15 clips

    per sample pack of 10 to 15 clips

    When
    Oct 2026
    What to know
    Entry price for a custom or archive egocentric pack. Full dataset pricing is on request, and annotated packs cost more depending on layers.
    Source
    Claru, Egocentric Video Data for Physical AI

    A vendor's published price guide

  • Robot teleoperation data (Claru's market figure)
    Price
    $50-200 per hour of operator time

    per hour of operator time

    When
    Oct 2026
    What to know
    Undated 2026 guide from a vendor that sells egocentric video, which has a reason to stress teleop's cost; hardware wear and a fixed site come on top.
    Source
  • Robot 'Mirror Suit' robotics and vision imagery, 425 assets (BWS on Datarade)
    Price
    $3,000 discounted to $2,850 / purchase

    per dataset of 425 assets

    When
    Oct 2026
    What to know
    A small fixed-price set, about $6.71 per asset at the sale price ($2,850 / 425).
    Source
    Datarade, Robotics Data category (BWS listing)

    A catalogue or marketplace listing

  • Real-world egocentric POV human task video dataset for physical AI and robotics (M-ART on Datarade)
    Price
    Starts at $10,000 / purchase

    per purchase (minimum)

    When
    Oct 2026
    What to know
    Size not stated on the card; product page was rate-limited when read.
    Source
    Datarade, Robotics Data category (M-ART listing)

    A catalogue or marketplace listing

  • Embodied AI data collection and annotation service for robots (Nexdata on Datarade)
    Price
    Starts at $10,000 / purchase

    per engagement (minimum)

    When
    Oct 2026
    What to know
    Minimum order for custom collection; the scope that $10,000 buys is not stated.
    Source
    Datarade, Robotics Data category (Nexdata listing)

    A catalogue or marketplace listing

  • Data collection operator using UMI, GELLO and VR teleoperation tools (RoboForce, Milpitas, swing shift)
    Price
    USD $30.00 - 35.00 per hour

    per hour

    When
    Oct 2026
    What to know
    Contractor; the page said posted 30 to 60+ days before reading. Duties include object manipulation and walking set routes.
  • Unidata Egocentric Video Dataset, 4,050 hours of first-person household video with 3D pose and IMU (Pico + Zed + motion trackers)
    Price
    Starts at $30,000 / purchase

    per dataset of 4,050 hours (one-off purchase)

    When
    Oct 2026
    What to know
    A floor price, shown but not averaged; its per-scenario hours add up to 3,600, not 4,050. It bundles the 2,321 h and 1,729 h setups, each listed separately at the same floor.
  • Unidata Egocentric Video Dataset, Pico + Motion Trackers setup, 2,321 hours of first-person household manipulation (13 scenarios) with IMU
    Price
    Starts at $30,000 / purchase

    per dataset of 2,321 hours (one-off purchase)

    When
    Oct 2026
    What to know
    A floor price, shown but not averaged. Volume fields read 2.32K and 2,320 hours.
  • Unidata Egocentric Video Dataset, Zed stereo + Pico + motion trackers setup, 1,729 hours of multimodal first-person household recordings
    Price
    Starts at $30,000 / purchase

    per dataset of 1,729 hours (one-off purchase)

    When
    Oct 2026
    What to know
    A floor price, shown but not averaged. The same $30,000 floor as the 2,321 h and 4,050 h sets, so per-hour falls as size grows.
  • Ordinary monocular raw (first-person) robot training video sold in China, actual transaction price per hour
    Price
    每小时15元至20元

    per hour of data

    When
    Oct 2026
    What to know
    Realised prices given by a collector to Caijing; he says collector wages alone exceed single digits an hour, so the lowest prices are not organised collection. Prices mix sources and delivery terms.
  • Robot training video of unknown origin (resold) in China, transaction price per hour
    Price
    每小时3元至5元

    per hour of data

    When
    Oct 2026
    What to know
    The floor of a market where data is resold repeatedly; about a fifth of the price of raw data with a known source.
  • Infobay.AI 5K+ Hours Stereo IMU Egocentric Dataset, stereo video with synchronized IMU
    Price
    $135,700

    per dataset of 5K+ hours

    When
    Oct 2026
    What to know
    The seller says the final price depends on requirements, and the page's 'Considerations' section says the dataset contains only sample data. The licence is shown as CC BY 4.0.
  • Car-mounted 360-degree exterior driving video (trailing third-person view of turns, stops, intersections, parking), recorded by contributors in 52 countries
    Price
    $15 to $20 USD per hour for approved video work

    per hour of approved video

    When
    Oct 2026
    What to know
    Contributors supply their own 360 camera and car and are paid only for approved footage; the same rate as micro1's car-mounted posting, likely the same end client.
  • Proposed common hourly rate for people who collect robot-training video in India (industry body)
    Price
    $7-10 an hour

    per hour

    When
    Oct 2026
    What to know
    Proposed, not yet agreed; up to 10 times the roughly $1 an hour Human Archive pays today.
  • Mobile egocentric video dataset, chest or head-mounted phone, minimum 60 clips totalling 90 minutes, India
    Price
    ₹750-1250 INR / hour

    per hour (hourly project budget)

    When
    Oct 2026
    What to know
    Client in Coimbatore, India, posted 7 days before reading. The rate is the client's hourly budget, not per hour of footage.
  • Driver recording their own car's road navigation from a trailing 360-degree camera (micro1 client project)
    Price
    Pay: $15-20 USD/hour per approved video

    per hour of approved video

    When
    Oct 2026
    What to know
    Driving footage for navigation models captured on existing commutes; 100 openings, collector supplies camera and mount.
  • First-person (egocentric) human data collected in China, quoted price per hour
    Price
    每小时100元左右

    per hour of data

    When
    Sep 2026
    What to know
    Egocentric data has fallen to about a tenth of the real-robot teleoperation quote in China.
  • Real-robot teleoperation data collected in China, quoted price per hour
    Price
    每小时500-1000元

    per hour of data

    When
    Sep 2026
    What to know
    The prevailing quote in China's embodied-data market per Xinhua Finance; UMI data is several hundred yuan an hour and egocentric about 100.
  • Shanghai Zhixiangyuan China Egocentric Human Activity Dataset, ~3,000 hours residential and commercial first-person video, mostly 1080p ~60 fps
    Price
    $8,550

    per dataset of ~3,000 hours

    When
    Sep 2026
    What to know
    The lowest egocentric per-hour price found. The volume is approximate and metadata varies by subset.
  • Video of repeated hand manipulation tasks with handheld devices for robotics, United States
    Price
    $10 to $20 per hour

    per hour

    When
    Sep 2026
    What to know
    Listing gives San Francisco and 100% remote inconsistently.
  • Egocentric-only household task video capture
    Price
    $80-$200 per captured hour

    per captured hour

    When
    Sep 2026
    What to know
    Vendor FAQ estimate, repeated on its stereo egocentric page. Annotation is priced separately.
  • Synchronized multi-camera and multi-sensor robotics video capture
    Price
    $200-$450 per captured hour

    per captured hour

    When
    Sep 2026
    What to know
    Applies when wrist, third-person cameras or force/torque logging are added to egocentric capture.
  • Contractor performing repetitive manipulation tasks with handheld devices for robot dexterity data (micro1 for a client, Los Angeles)
    Price
    ideal_hourly_rate max 20, min 10

    per hour

    When
    Sep 2026
    What to know
    Rate taken from the posting's embedded job data, not its visible text; a third of the San Francisco UMI rate for similar work.
    Source
  • Infobay.AI 220K+ Hours Narrated Egocentric Video Dataset, first-person video with embedded spoken narration (price for initial 50,000-hour batch)
    Price
    $488,200

    per initial batch of 50,000 hours

    When
    Sep 2026
    What to know
    The listing says the price covers only an initial 50,000-hour batch; larger batches are priced on request.
  • Senior software engineer running a teleoperation data-collection floor and directing its operators (Welo Data, Project Hydra, Santa Clara)
    Price
    Rate: $105/hour

    per hour (12-month W-2 contract)

    When
    Sep 2026
    What to know
    Overhead labour inside a vendor-run teleop data factory; Welo also lists a robotics lab manager at $71 to $81 and a production manager at $90 to $110 an hour there.
  • Verbose TechLabs Egocentric Factory Assembly Line, USA, 25,000 hours of head/chest-mounted video
    Price
    $111,800

    per dataset of 25,000 hours

    When
    Sep 2026
    What to know
    The seller lists about 20 egocentric sets at a near-uniform $3.50 to $5 an hour (India textile, 15,000 h for $52,600). Some of its listings call themselves SAMPLE listings.
  • Verbose TechLabs Egocentric Household Maintenance, Colombia, 250 hours (cleaning, plumbing, furniture) with IMU
    Price
    $1,120

    per dataset of 250 hours

    When
    Sep 2026
    What to know
    1080p and 4K, proprietary licence.
  • Verbose TechLabs Egocentric Living Room & Bedroom, USA, 34 hours of casual indoor first-person video
    Price
    $160

    per dataset of 34 hours

    When
    Sep 2026
    What to know
    The seller's smallest listing is priced at about $4.70 per hour, the same as its large ones, so there is no volume discount.
  • Verbose TechLabs Egocentric Precision Electronics, Japan, 10,000 hours of cleanroom/microelectronics first-person video
    Price
    $50,000

    per dataset of 10,000 hours

    When
    Sep 2026
    What to know
    The listing text calls itself a 'SAMPLE listing', so check that the full volume is actually available.
  • Operator running a handheld UMI gripper through repetitive manipulation tasks in a San Francisco lab (micro1 for a client)
    Price
    ideal_hourly_rate max 30, min 30

    per hour

    When
    Sep 2026
    What to know
    Rate taken from the posting's embedded job data, not its visible text, which states no rate; 10 openings.
    Source
  • Data collection operator (swing shift) generating real-world training data for the NEO home humanoid at 1X (San Carlos)
    Price
    $28.00 - $36.00/hr

    per hour

    When
    Sep 2026
    What to know
    Full-time with equity; 1X moved its board from Recruitee to Ashby, and older Recruitee operator listings no longer resolve.
  • Deploy8 50-Hour Industrial Egocentric Stereo, electric motor rewinding workshops in India, 49.3 hours, 117 sessions, raw
    Price
    $395

    per dataset of 49.3 hours (seller also states 8 USD per hour)

    When
    Sep 2026
    What to know
    Raw footage of expert trade work, unlabelled and not quality-checked. Non-exclusive 20-year licence, no reselling.
  • Third-person 360-degree video of movement and navigation (Insta360 or GoPro MAX) for a micro1 client
    Price
    Rate: $20 per hour of approved video (PPT)

    per hour of approved video

    When
    Sep 2026
    What to know
    Collector owns the camera; only footage that passes quality review is paid.
  • EgoData egocentric POV video of household activities, iPhone 12+, India
    Price
    ₹220 per approved hour

    per approved hour of footage

    When
    Sep 2026
    What to know
    The household tier of the posting (commercial footage pays Rs 320); the listing is now closed.
  • EgoData egocentric POV video in commercial or workplace settings, iPhone 12+, India
    Price
    ₹320 per approved hour

    per approved hour of footage

    When
    Sep 2026
    What to know
    The commercial tier of the same posting (household footage pays Rs 220); the listing is now closed.
  • Egocentric 'day in a life' recordings on a head-mounted Insta360 X5 in New Zealand (RemoExperts)
    Price
    $110/hr

    per hour (the listing does not say worked or recorded)

    When
    Sep 2026
    What to know
    From a job aggregator; the same aggregator shows RemoExperts paying $40 to $120 an hour across its six open roles.
  • Egocentric 'day in a life' recordings on a head-mounted Insta360 X5 in Singapore (RemoExperts)
    Price
    $120/hr

    per hour (the listing does not say worked or recorded)

    When
    Sep 2026
    What to know
    From a job aggregator; RemoExperts' own portal would not render. Collector must own an Insta360 X5 and record 10-minute sessions.
  • QC reviewer of robot manipulation video annotations (Welo Data, Project Cursa, Philippines)
    Price
    $4.03 - $4.03 an hour

    per hour

    When
    Aug 2026
    What to know
    The reviewer earns 15% more than the annotator; compare DexSet's $8 to $25 per data hour price for the same kind of annotation pass.
  • Annotator writing three-level natural-language labels for three-camera robot manipulation videos (Welo Data, Project Cursa, Philippines)
    Price
    $3.50 - $3.50 an hour

    per hour

    When
    Aug 2026
    What to know
    Labels atomic motions, skills and task goals for VLA training; the cheapest robotics labour found.
  • At-home recorder filming household chores first-person on a smartphone headstrap (micro1)
    Price
    15$/h of recorded video

    per hour of recorded video that passes guidelines

    When
    Aug 2026
    What to know
    Rate is in the posting's screening question; parallel US and LATAM listings pay per hour of compliant video with a $20 bonus after 20 hours.
    Source
  • At-home first-person video of household tasks, United States
    Price
    $14 to $15 per hour of recorded video

    per hour of recorded video

    When
    Aug 2026
    What to know
    US rate for the same kind of head-strap capture that pays $6 an hour in Latin America on the same board.
  • At-home first-person video of repetitive physical movements, Argentina, Brazil, Chile, Colombia, Mexico
    Price
    $6 per hour for approved recorded video

    per hour of approved recorded video

    When
    Aug 2026
    What to know
    Paid per hour of approved footage, with a $20 bonus after 20 hours; a Portuguese listing for the same countries pays the same $6.
  • At-home household video recording, United States (entry level)
    Price
    $10 to $15 per hour

    per hour

    When
    Aug 2026
    What to know
    Contract role; the listing does not say whether the hour is of work or of accepted footage.
  • Nexdata 10,000-Hour Egocentric Full-Body Multimodal Dataset, 4K stereo (PICO 4 Ultra) with 76-point full-body pose and step labels
    Price
    $657,900

    per dataset of 10,000 hours

    When
    Aug 2026
    What to know
    Densely annotated robot-learning data (pose plus action steps), which is why it sits far above raw egocentric listings. Commercial licence.
  • Robot operator providing teleoperated demonstrations at Physical Intelligence (San Francisco)
    Price
    Compensation: $25/hour + benefits package

    per hour

    When
    Aug 2026
    What to know
    Full-time, on-site; the operator's demonstrations are the training data for PI's robot foundation models.
  • Robot operator doing VR teleoperation for Toyota Research Institute (via HireArt)
    Price
    32.50 - 37.50 USD Per Hour

    per hour (paid to the operator)

    When
    Aug 2026
    What to know
    US on-site labour cost inside teleoperation data, before rigs, QA and vendor margin.
  • Asia Residential Teleoperation Video Dataset (Merit Data): about 600 teleoperation demonstration recordings, about 20 hours, residential scenes
    Price
    $60,800

    per dataset of about 600 recordings (about 20 hours)

    When
    Jul 2026
    What to know
    Asking price on a marketplace, listed 2026-07-29; counts are the seller's approximations and the page also labels the data CC0, so read the licence before relying on it.
  • Merit Data South Asia Residential Mono Egocentric Video Dataset, ~800 hours / ~10,000 iPhone recordings, 4K and 1080p
    Price
    $63,300

    per dataset of ~800 hours

    When
    Jul 2026
    What to know
    The volume is stated as approximate. The licence is shown as CC0, which is unusual for a paid set.
  • Infobay.AI 38K+ Hours IMU Egocentric Video Dataset, wearable first-person video with accelerometer and gyroscope streams
    Price
    $560,100

    per dataset of 38K+ hours

    When
    Jul 2026
    What to know
    The seller notes the final price varies with requirements.
  • In-house collector recording task demonstrations and testing new tasks and hardware (Sunday Robotics, Redwood City, evening shift)
    Price
    $35 per hour

    per hour

    When
    Jul 2026
    What to know
    Fixed 40-hour week on site; compare the remote per-approved-hour model on the same board.
  • Human annotation of egocentric robotics video (Macrodata benchmark, cited by Perceptron)
    Price
    roughly $50 per video-hour

    per video-hour

    When
    Jul 2026
    What to know
    Perceptron says its automated profile is 10 to 15 times cheaper, which implies about $3 to $5 per video-hour for machine labels.
    Source
  • 2,000-demonstration bimanual imitation-learning dataset for one task family (DataXpower planning figure)
    Price
    approximately $110,000-$215,000 including QA overhead

    per program of 2,000 demonstrations

    When
    Jul 2026
    What to know
    Assumes 3 demonstrations an hour and 75% acceptance; a planning estimate, not a quote.
    Source
  • Collection of 5,000 whole-body humanoid demonstrations (one program)
    Price
    $250,000-$750,000 for the data collection phase alone

    per program

    When
    Jul 2026
    What to know
    A planning estimate, not a quote; 2,000 bimanual demos are put at $110,000 to $215,000 including QA.
    Source
    DataXpower

    A vendor's published price guide

  • Bimanual ALOHA-style teleoperation program, managed by DataXpower
    Price
    $40-80 per hour of collected data

    per hour of collected data

    When
    Jul 2026
    What to know
    Acceptance rates of 70 to 85% are stated for bimanual programs.
    Source
  • Egocentric wearable program with annotation (head and wrist cameras), managed by DataXpower
    Price
    $25-60 per hour of collected data

    per hour of collected data

    When
    Jul 2026
    What to know
    Includes annotation; raw wearable video without it is put at $25 to $40 an hour.
    Source
  • Full humanoid multi-sensor program (mocap suits or exoskeletons, F/T and IMU), managed by DataXpower
    Price
    $80-150 per hour of collected data

    per hour of collected data

    When
    Jul 2026
    What to know
    The top of the vendor price ladder; sensor-dense setups are said to cost 3 to 5 times a single-camera RGB program.
    Source
  • Complex humanoid whole-body demonstration (DataXpower benchmark)
    Price
    often $50-150 per demonstration

    per demonstration

    When
    Jul 2026
    What to know
    Vendor benchmark from its own programs; the same guide puts full humanoid multi-sensor capture at $80 to $150 per hour.
    Source
    DataXpower

    A vendor's published price guide

  • Simple single-arm teleoperation program (pick-and-place, sorting), managed by DataXpower
    Price
    $15-30 per hour of collected data

    per hour of collected data

    When
    Jul 2026
    What to know
    Vendor benchmark; the cheapest teleoperation tier, below most US operators' hourly pay, so it implies offshore labour.
    Source
  • First-person household video data collection, United States (participating states)
    Price
    $13 to $15 per hour

    per hour of qualifying recorded video

    When
    Jul 2026
    What to know
    Pay is based on qualifying recorded video, so the hour is an hour of accepted footage.
  • Worked budget for a 10,000-hour teleoperation dataset with language annotation for a VLA model (DexSet)
    Price
    ~$646,000, or $64.60 per usable annotated hour

    per program (10,000 usable hours)

    When
    Jul 2026
    What to know
    Built from a $42 blended raw rate ($525,000 capture), $100,000 language annotation and $21,000 storage and delivery; a planning figure, not a deal.
  • Annotation passes on robot data, added to any capture modality (DexSet benchmark)
    Price
    $8 to $25 per hour extra

    per hour of data

    When
    Jul 2026
    What to know
    Add-on price; Welo Data pays Philippine annotators $3.50 an hour for comparable robot-video labelling.
  • Dense object masks or contact annotation on robot data (DexSet per-pass price)
    Price
    $18 to $25 per data hour

    per data hour

    When
    Jul 2026
    What to know
    Most expensive annotation pass listed.
  • Collector labour inside egocentric video capture (DexSet cost structure)
    Price
    $10 to $26 per hour

    per hour

    When
    Jul 2026
    What to know
    Hardware adds $1 to $4 and QA $5 to $10 an hour, for $15 to $40 total; collectors in India and Malaysia are paid $1 to $4.
  • Language-instruction labelling of robot data (DexSet per-pass price)
    Price
    $8 to $12 per data hour

    per data hour

    When
    Jul 2026
    What to know
    Cheapest annotation pass; subtask segmentation is $10 to $16 per data hour on the same page.
  • Multi-view exocentric capture for robot learning (DexSet benchmark)
    Price
    $20 to $50 per hour

    per hour

    When
    Jul 2026
    What to know
    Varies with camera count and calibration; a vendor's own benchmark.
  • Operator labour inside teleoperated bimanual data (DexSet cost structure)
    Price
    $18 to $38 per hour

    per hour

    When
    Jul 2026
    What to know
    Vendor's own labour cost; the same page puts rig amortisation at $4 to $9 and QA at $6 to $12 an hour, for $28 to $60 per raw hour all in.
  • Teleoperation demonstrations for robots
    Price
    $28 to $60 per raw hour

    per hour

    When
    Jul 2026
    What to know
    A collection vendor's own benchmark per raw hour; 10 to 30 percent of episodes fail QA, so the cost per usable hour is higher. The earlier row read $28 to $200 with no quote; the page states $28 to $60.
    Source
    DexSet pricing guide

    A vendor's published price guide

  • First-person video of manual work, in bulk
    Price
    $2 to $5 an hour

    per hour

    When
    Jul 2026
    What to know
    About 90% is discarded by the buyer. Collection rates in India fell about 30% in the first half of 2026 as supply grew.
    Source
    Flikforge

    Press report

  • Indian garment worker wearing a head camera through a factory shift
    Price
    about Rs 400 daily

    per day

    When
    Jul 2026
    What to know
    The factory, not the worker, is paid by the hour; the same article says rates fell 30% from January to June 2026.
  • Annotated Indian egocentric footage resold to global robotics labs
    Price
    $15-50 (Rs 1,419-4,730) per hour

    per hour of video

    When
    Jul 2026
    What to know
    Against about $5 an hour paid to the factory, so most of the value is captured by the packager abroad.
  • Raw egocentric video hours from India, priced by task complexity (Human Archive)
    Price
    $1-10 per hour (Rs 95-946)

    per hour of video

    When
    Jul 2026
    What to know
    Raw-data price before packaging; the same article says packaged data resells abroad at $15 to $50 per hour and collection rates fell 30% from January to June 2026.
    Source
    StartupFeed

    Press report

  • Payment from egocentric-data startups to an Indian factory whose workers wear cameras (RoBoEra figure)
    Price
    about Rs 450-500 per hour

    per hour

    When
    Jul 2026
    What to know
    Per RoBoEra's founder; the article does not say whether the hour is a worker-hour or a recorded hour.
  • On-site collector wearing a first-person camera while doing household activities (Appen/CrowdGen, Kuala Lumpur, 4-day project)
    Price
    Compensation: USD 3.60 per hour

    per hour

    When
    Jun 2026
    What to know
    9 to 12 June 2026, 9am to 6pm daily, device provided on site; collectors pay their own transport.
  • Recording short videos of everyday household or professional tasks with a recording headstrap for robot training (MicroAGI, Shift app)
    Price
    $20 per hour plus bonuses

    per hour (paid to the recorder, plus bonuses)

    When
    May 2026
    What to know
    Ars Technica relays what the Shift app website offers recorders ('supposedly getting paid'); the Shift site itself (joinshift.us) needs a browser and was not read. Traders Union (15 Oct 2026) repeats Shift pay as 'up to $30 an hour' with no primary source, so that figure is not recorded. Ars also reports that the site suggests more than 10,000 operators were paid more than $5 million in the first quarter of fiscal 2026.
    Source
    Ars Technica

    Press report

  • First-person household chores video capture, Latin America
    Price
    $6/hour USD of accepted footage

    per hour of accepted footage

    When
    May 2026
    What to know
    Claru says most contributors earn about $40 a day (6 to 7 hours of footage) or $300 a week; 90% hand visibility required.
  • Real-robot teleoperation data in China, cost per task episode from equipment amortisation and sundries
    Price
    单任务每次的数据成本大概在3-5元

    per task episode

    When
    May 2026
    What to know
    One year's amortisation of a teleoperation robot plus sundries, before most equipment, site and operator costs, so a floor on production cost.
  • First-person garage and workshop task video capture, India, Philippines, Indonesia, Vietnam
    Price
    $5/hour USD

    per hour

    When
    May 2026
    What to know
    Lowest of Claru's geo tiers, one third of the US rate.
  • First-person garage and workshop task video capture, Canada
    Price
    $10/hour USD

    per hour

    When
    May 2026
    What to know
    Same program as the US listing at two thirds of the US rate.
  • First-person garage and workshop task video capture, United States
    Price
    $15/hour USD

    per hour

    When
    May 2026
    What to know
    Smartphone on head mount; sessions 30 to 90 minutes; two to four captures a week typical.
    Source
  • Egocentric (first-person) video collection by workers in India for Human Archive
    Price
    a base rate of $1 per hour

    per hour (paid to the collector)

    When
    May 2026
    What to know
    Collector pay only; TechCrunch cites the Economic Times that rival collectors pay about ₹250 to ₹400 (roughly $2.63 to $4.20) per hour.
    Source
    TechCrunch

    Press report

  • Egocentric data collection workers in India paid by Human Archive's competitors
    Price
    ₹250 to ₹400 per hour (roughly $2.63 to $4.20)

    per hour

    When
    May 2026
    What to know
    Two to four times Human Archive's own $1 base rate; Human Archive says its on-the-ground presence lets it pay less.
  • Crowd-platform (unmanaged) video collection in India
    Price
    India at $2-6 per hour

    per hour of footage

    When
    May 2026
    What to know
    Unmanaged crowd rates (Vietnam $3 to $8, Philippines $3 to $7 in the same guide); consistent with the $1 to $10 raw egocentric prices reported from India.
    Source
  • Managed indoor egocentric video collection in the UK and EU
    Price
    $35-55 per hour

    per hour of captured footage

    When
    May 2026
    What to know
    Includes the cost of labour rules for field work, per the vendor.
    Source
  • Managed indoor egocentric video collection from US vendors, comparable quality
    Price
    $30-45 per hour

    per hour of captured footage

    When
    May 2026
    What to know
    A competitor's view of US pricing, so it may be set high; geography alone moves the price two to three times.
    Source
  • Managed indoor egocentric (first-person) video collection in Vietnam
    Price
    $12-18 per hour

    per hour of captured footage

    When
    May 2026
    What to know
    The vendor's own Vietnam rate, inclusive of crew, hardware and QA; it sets this against $30 to $45 from US vendors.
    Source
  • Data collector teleoperating robot arms through diverse tasks at Dyna Robotics (Redwood City)
    Price
    $30 – $32 per hour

    per hour

    When
    May 2026
    What to know
    Contract role with possible conversion; duties are manual teleoperation plus annotating recorded data.
  • Hourly wages for human data collection for robot training (people recording everyday tasks), industry estimate by region
    Price
    anywhere between $5 and $20

    per hour (wages, depending on the region)

    When
    Apr 2026
    What to know
    An analyst's account (Interact Analysis) of the industry's labour cost for human-data collection, not a named employer's posted rate.
  • At-home recording of household tasks for humanoid robot training (micro1, Nigeria)
    Price
    $15 an hour

    per hour (paid to the recorder)

    When
    Apr 2026
    What to know
    One worker's rate; micro1's CEO told the same outlet robotics companies spend more than $100 million a year buying such data.
    Source
  • Operator collecting humanoid robot data in VR (1X, listed under Kind Humanoid, San Carlos, day shift)
    Price
    USD 26-40 / hour

    per hour

    When
    Apr 2026
    What to know
    Filed under Kind Humanoid on the board, but the description is 1X's; closed to applications when read, posted 6+ months earlier. 1X's current swing-shift operator band is $28 to $36.
  • Senior operator collecting humanoid robot data in VR, in lab and home settings (1X, listed under Kind Humanoid, San Carlos)
    Price
    USD 36-46 / hour

    per hour

    When
    Apr 2026
    What to know
    The board files it under Kind Humanoid but the description opens 'About 1X'; posted 6+ months before reading. Operators also annotate what they collect. The highest US operator band found.
  • Production cost of one usable bimanual assembly demonstration, all components (Robotics Center cost model)
    Price
    Bimanual Assembly: $10.00 total per usable demo

    per usable demonstration

    When
    Mar 2026
    What to know
    Hardware amortisation, operator labour, QA, post-processing and the 20 to 30% discarded, as the vendor models it (columns: simple pick-place, bimanual assembly, dexterous manipulation).
  • Production cost of one usable dexterous manipulation demonstration, all components (Robotics Center cost model)
    Price
    Dexterous Manipulation: $20.00 total per usable demo

    per usable demonstration

    When
    Mar 2026
    What to know
    Hardware amortisation, operator labour, QA, post-processing and the 20 to 30% discarded, as the vendor models it (columns: simple pick-place, bimanual assembly, dexterous manipulation).
  • Production cost of one usable simple pick-place demonstration, all components (Robotics Center cost model)
    Price
    Simple Pick-Place: $3.75 total per usable demo

    per usable demonstration

    When
    Mar 2026
    What to know
    Hardware amortisation, operator labour, QA, post-processing and the 20 to 30% discarded, as the vendor models it (columns: simple pick-place, bimanual assembly, dexterous manipulation).
  • Contact-rich bimanual robot demonstration episode (Robotics Center cost guide)
    Price
    $25-$35

    per episode

    When
    Mar 2026
    What to know
    Vendor's published range for the hardest tier in its guide.
  • Simple pick-and-place robot demonstration episode (Robotics Center cost guide)
    Price
    $8-$15

    per episode

    When
    Mar 2026
    What to know
    A vendor's published market range per episode, above its own custom-collection list ($0.50 to $1 for 5-second episodes), so the guide prices longer, quality-filtered episodes.
  • Managed teleoperation collection of 2,000 demonstrations (Robotics Center)
    Price
    $20,000 for 2,000 demos

    per programme of 2,000 demonstrations

    When
    Mar 2026
    What to know
    Vendor's managed price by programme size (columns: size, DIY cost per demo, managed cost per demo, DIY total, managed total); the per-demo price falls about sevenfold from pilot to 5,000 demos.
  • Managed teleoperation collection of 50 demonstrations (Robotics Center)
    Price
    $2,500 for 50 demos

    per programme of 50 demonstrations

    When
    Mar 2026
    What to know
    Vendor's managed price by programme size (columns: size, DIY cost per demo, managed cost per demo, DIY total, managed total); the per-demo price falls about sevenfold from pilot to 5,000 demos.
  • Managed teleoperation collection of 500 demonstrations (Robotics Center)
    Price
    $8,000 for 500 demos

    per programme of 500 demonstrations

    When
    Mar 2026
    What to know
    Vendor's managed price by programme size (columns: size, DIY cost per demo, managed cost per demo, DIY total, managed total); the per-demo price falls about sevenfold from pilot to 5,000 demos.
  • Managed teleoperation collection of 5,000 demonstrations (Robotics Center)
    Price
    $35,000 for 5,000 demos

    per programme of 5,000 demonstrations

    When
    Mar 2026
    What to know
    Vendor's managed price by programme size (columns: size, DIY cost per demo, managed cost per demo, DIY total, managed total); the per-demo price falls about sevenfold from pilot to 5,000 demos.
  • Production-grade robot training dataset of 500 or more demonstrations (Robotics Center cost guide)
    Price
    $50,000-$200,000 for 500+ demonstrations

    per dataset programme

    When
    Mar 2026
    What to know
    All-in programme cost including hardware, engineering and re-collection; the count is a floor (500+), so no per-demonstration figure is derived.
  • Robot operator doing teleoperation and data collection at Skild AI (Pittsburgh)
    Price
    Base Salary Range $18 to $20 USD

    per hour (stated as a base range; hourly by magnitude)

    When
    Mar 2026
    What to know
    Same duties as the San Mateo role at about two thirds of the pay; Skild also lists an India operator role with no rate.
  • One motion-capture clip made in-house with an inertial suit (Rokoko, Perception Neuron), after cleanup
    Price
    $5–$50 after cleanup

    per clip

    When
    Mar 2026
    What to know
    Own production cost on $3,000 to $6,000 of hardware; quality below optical capture.
  • One day of a professional mid-tier optical motion-capture studio (OptiTrack or Vicon)
    Price
    $1,500–$3,000/day

    per one-day session

    When
    Mar 2026
    What to know
    Day hire of studio and technical direction; smaller studios $500 to $900, top tier $3,000 to $5,000 or more, facial capture $500 to $2,000 a day extra. Hours per day not stated, so no hourly figure.
  • Skilled motion-capture editor time for cleaning raw capture
    Price
    $75–$150/hour

    per hour

    When
    Mar 2026
    What to know
    Cleanup typically takes 2 to 8 times the raw capture time per clip, so it often costs more than the capture.
  • One motion-capture clip from a professional optical studio session, after cleanup
    Price
    $50–$200+ after cleanup

    per clip

    When
    Mar 2026
    What to know
    A mocap vendor's 2026 guide; studio sessions run $1,500 to $5,000 a day and cleanup takes 2 to 8 times the capture time.
  • One cleaned motion-capture animation bought in a pre-made pack
    Price
    $0.50–$3 per clip

    per clip

    When
    Mar 2026
    What to know
    Off-the-shelf game-animation packs ($30 to $500 a pack); this seller's licence bars AI or machine-learning use without written permission.
  • Fully loaded cost of one hour of labelled, RLDS-formatted robot manipulation teleoperation data (Robotics Center index)
    Price
    $118/hour

    per hour of labelled data

    When
    Mar 2026
    What to know
    March 2026, from the vendor's own benchmark dataset. A vendor index from operator marketplace pricing: the cost fell about 65% from $340 to $118 in two years as leader-follower rigs dropped under $2,000.
    Source
    Robotics Center (RCSV), State of Robotics 2026

    A vendor's published price guide

  • Robot teleoperator time bought from operators in India, the Philippines and Eastern Europe
    Price
    $22 to $55/hour

    per operator hour

    When
    Mar 2026
    What to know
    Rates on the operator marketplace the report draws on; what a buyer pays per operator hour, not what the operator nets.
    Source
    Robotics Center (RCSV), State of Robotics 2026

    A vendor's published price guide

  • Robot teleoperator time bought from US-based operators with domain expertise
    Price
    $65 to $120/hour

    per operator hour

    When
    Mar 2026
    What to know
    About two to three times US robot-operator wages ($25 to $36 on postings), the vendor margin and overhead on top of pay.
    Source
    Robotics Center (RCSV), State of Robotics 2026

    A vendor's published price guide

  • Egocentric POV video of household tasks for humanoid training datasets, Philippines
    Price
    $3 - $15 per hour

    per hour

    When
    Feb 2026
    What to know
    Employer not named; date is the listing's 'date updated'.
  • Labelling autonomous-vehicle driving data (validating AI pre-labels on edge cases)
    Price
    about $3 to $6 per hour

    per hour worked

    When
    Feb 2026
    What to know
    Relayed from Business Insider, which estimates under 5,000 AV-specific labellers worldwide, TaskUs just under 2,000. A secondary summary; the original was not reached.
  • Remote worker filming their own household chores first-person with a head-mounted phone for robotics (micro1)
    Price
    Pay: $8 per hour (Fixed hourly rate)

    per hour

    When
    Jan 2026
    What to know
    1,000 openings, now closed; a screening question on the same page asks applicants to accept $6 an hour, so the effective rate may have been lower.
    Source
  • First-person video of manual work, captured to a spec
    Price
    $15 to $40 an hour

    per hour

    When
    Jan 2026
    What to know
    Raw capture runs $15 to $22 an hour; calibrated and fully annotated footage $30 to $40. Buyers reject 15 to 25% at quality review.
    Source
    DexSet pricing guide

    A vendor's published price guide

  • Fully loaded cost of one hour of labelled, RLDS-formatted robot manipulation teleoperation data (Robotics Center index)
    Price
    $136/hour

    per hour of labelled data

    When
    Dec 2025
    What to know
    Q4 2025. A vendor index from operator marketplace pricing: the cost fell about 65% from $340 to $118 in two years as leader-follower rigs dropped under $2,000.
    Source
    Robotics Center (RCSV), State of Robotics 2026

    A vendor's published price guide

  • Remote collector recording more complex household-task demonstrations after screening (Sunday Robotics)
    Price
    Up to $60 per hour of approved data

    per hour of approved data

    When
    Nov 2025
    What to know
    Ceiling for complex tasks; paid via Stripe within 2 to 3 business days.
  • Remote collector recording household-task demonstrations on provided hardware (Sunday Robotics, screening week)
    Price
    $30 per hour of approved data

    per hour of approved data

    When
    Nov 2025
    What to know
    Paid per approved hour of data, not per hour worked, so rejected footage is the collector's loss; excludes CA, NY, MA, NJ and IL.
  • JoinAI POV Robotic Behavior Video Dataset, 1,000,000+ generated first-person 6 to 8 s clips, 2,000+ hours, 1080p
    Price
    $39,500

    per dataset of 2,000+ hours

    When
    Oct 2025
    What to know
    Generated (synthetic) POV video for VLA training. The description also carries a pasted line about 20,000 images that does not match this product.
  • Robot operator doing teleoperation and data collection at Skild AI (San Mateo)
    Price
    Base Salary Range $25 to $30 USD

    per hour (stated as a base range; hourly by magnitude)

    When
    Jun 2025
    What to know
    First published 2025-06-25 and still open on the day read; operators must meet quality and quantity bars on the data they collect.
    Source
  • Skilled participant recorded in first- and third-person video for the Ego-Exo4D dataset
    Price
    US$20 in gift cards for each hour

    per hour of recording

    When
    Sep 2024
    What to know
    Academic consortium led by Meta; plus a $20 travel reimbursement. A pre-boom reference point for egocentric capture pay.
    Source
    arXiv, Ego-Exo4D (v4)

    The payer's own page

  • Data collection operator wearing a motion-capture suit and VR headset for Tesla's Optimus program (Palo Alto)
    Price
    $25.25 to $48 per hour

    per hour

    When
    Aug 2024
    What to know
    Reported from Tesla's careers page, which blocks automated reading; the role walks test routes 7+ hours a day. The only motion-capture pay figure found.
  • Humanoid robot pilot wearing teleoperation equipment to guide Figure's robot and upload the data (San Jose)
    Price
    $32.00 per hour

    per hour (6-month fixed term)

    When
    May 2024
    What to know
    First published 2024-05-14 and still open, unchanged, on the day read; Figure is also opening Data Creator units in Mexico City and São Paulo.
  • Fully loaded cost of one hour of labelled, RLDS-formatted robot manipulation teleoperation data (Robotics Center index)
    Price
    $340/hour

    per hour of labelled data

    When
    Mar 2024
    What to know
    Early 2024 (Q1 2024 on the report's chart). A vendor index from operator marketplace pricing: the cost fell about 65% from $340 to $118 in two years as leader-follower rigs dropped under $2,000.
    Source
    Robotics Center (RCSV), State of Robotics 2026

    A vendor's published price guide

What yours might fetch

A first answer or two gives a range. The full valuation asks the rest and shows where every figure comes from.

What is your data worth?

Kind of data
Hours recorded
Kind of recording

$6,000to$16,000

On two answers, against 3 public prices. An indication, not an offer.

Full valuation
  • No data upload
  • No account
  • Free

Why labs pay for it

Robots cannot learn manipulation from the internet. They need to see hands doing real tasks from the worker's point of view, and to be driven through tasks by a person.

SplitRobotics companies spend over $100 million a year on it, but bulk first-person footage has collapsed to $2 to $5 an hour with about 90% discarded, and collection rates in India fell about 30% in the first half of 2026.

Who holds it
  • Factories and workshops
  • Trades and service businesses
  • Robotics teams
  • Collection vendors
What it looks like
  • Head-camera footage of skilled manual work
  • Teleoperated robot demonstrations
  • Motion capture of whole-body tasks
  • Machine, PLC and sensor logs
Raises the price
  • Skilled trades and unusual settings
  • Calibrated cameras, depth and hand tracking
  • Annotation of every action
  • Teleoperation on real hardware
Lowers it
  • Undifferentiated bulk footage of everyday chores
  • Workers and bystanders who never consented
  • Footage a buyer will discard at quality review
The rights question

Every worker filmed must consent, and so must anyone else in view. Footage of a client's premises needs the client's agreement.

How we take it to buyers

We sell to a buyer's spec, not in bulk: a request first, then collection or an existing archive that matches it.

Who buys it

HUMXN Research Labs

"$250K+ Where typical data deals for a single company start, with larger archives reaching the millions." Workers earn $20 per hour of approved footage.

Protege

A revenue share per deal, by the agreed partnership terms.

Sieve

Pays after delivery is checked ("Sieve Checks them, then pays"); recording is paid per hour and no rate is published.

Where physical-world data comes from

The whole supply map
Sell physical-world data to AI labs: prices, buyers and rights | AIData.Broker