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 computedThe 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.
$20
per hour of work, median of 33 figures; middle half $8.37 to $32
$14
per hour of video, median of 14 figures; middle half $6.00 to $17
$0.58 to $2.59
per hour of video, from 2 figures
$8.88
per hour of video, median of 16 figures; middle half $4.48 to $25
$0.66
per record, median of 6 figures; middle half $0.19 to $1.17
$0.005
per image, from 1 figure
$101
per demonstration, from 1 figure
$38
per hour of video, median of 20 figures; middle half $15 to $59
$13
per demonstration, median of 14 figures; middle half $7.42 to $70
$94
per hour of work, median of 4 figures; middle half $75 to $102
$100
per record, from 1 figure
$127
per hour of video, median of 4 figures; middle half $93 to $187
$6.88
per demonstration, median of 4 figures; middle half $2.96 to $13
$16 to $26
per hour of work, from 2 figures
$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
WhenOct 2026What to knowList 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.SourceBee Maps, PricingA 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
WhenOct 2026What to knowDerived map data rather than raw driving footage; consumption pricing.SourceBee Maps, PricingA catalogue or marketplace listing
- Street-level dashcam image from the Bee Maps (Hivemapper) network, queried by location with timestamp and GPSPrice$0.005/ image
per image
WhenOct 2026What to knowConsumption-based list price with no upfront commitment; imagery comes from a crowd of drivers with Bee dashcams.SourceBee Maps, PricingA catalogue or marketplace listing
- MoCap Online crowd animation pack, 108 optical motion-capture animationsPrice$34.99
per pack of 108 animations
WhenOct 2026What to knowA 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.SourceMoCap Online, crowd packA catalogue or marketplace listing
- MoCap Online ladder animation pack, 198 optical motion-capture animationsPrice$29.99
per pack of 198 animations
WhenOct 2026What to knowA 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.SourceMoCap Online, ladder packA catalogue or marketplace listing
- MoCap Online walk animation pack, 30 optical motion-capture animationsPrice$29.99
per pack of 30 animations
WhenOct 2026What to knowA 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.SourceMoCap Online, walk packA catalogue or marketplace listing
- Bimanual Manipulation Pack, ready-to-license robot dataset (Robotics Center)PriceBimanual Manipulation Pack: From $5,000
per dataset licence (starting price)
WhenOct 2026What to knowOff-the-shelf starting price; the page gives no episode count, so no per-episode figure.SourceRobotics Center (RCSV), Custom Robot Teleoperation Data CollectionA catalogue or marketplace listing
- Humanoid or dexterous full-body teleoperation episode, whole-body policy training (Robotics Center custom collection)Price$5 - $15 per episode
per episode
WhenOct 2026What to knowVendor 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.SourceRobotics Center (RCSV), Custom Robot Teleoperation Data CollectionA vendor's published price guide
- Long-horizon, bimanual or contact-rich teleoperation episode, production policy fine-tuning (Robotics Center custom collection)Price$3 - $5 per episode
per episode
WhenOct 2026What to knowVendor 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.SourceRobotics Center (RCSV), Custom Robot Teleoperation Data CollectionA vendor's published price guide
- Mid-complexity manipulation teleoperation episode (15 to 30 seconds), standard imitation learning (Robotics Center custom collection)Price$1 - $3 per episode
per episode
WhenOct 2026What to knowVendor 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.SourceRobotics Center (RCSV), Custom Robot Teleoperation Data CollectionA vendor's published price guide
- 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
WhenOct 2026What to knowThe 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.SourceRobotics Center (RCSV), Custom Robot Teleoperation Data CollectionA vendor's published price guide
- 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
WhenOct 2026What to knowVendor 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.SourceRobotics Center (RCSV), Custom Robot Teleoperation Data CollectionA vendor's published price guide
- Dexterous Grasping Pack, ready-to-license robot dataset (Robotics Center)PriceDexterous Grasping Pack: From $5,000
per dataset licence (starting price)
WhenOct 2026What to knowOff-the-shelf starting price; the page gives no episode count, so no per-episode figure.SourceRobotics Center (RCSV), Custom Robot Teleoperation Data CollectionA catalogue or marketplace listing
- Humanoid Locomotion Pack, ready-to-license robot dataset (Robotics Center)PriceHumanoid Locomotion Pack: From $10,000
per dataset licence (starting price)
WhenOct 2026What to knowOff-the-shelf starting price; the page gives no episode count, so no per-episode figure.SourceRobotics Center (RCSV), Custom Robot Teleoperation Data CollectionA catalogue or marketplace listing
- VLA Evaluation Pack, ready-to-license robot dataset (Robotics Center)PriceVLA Evaluation Pack: From $3,000
per dataset licence (starting price)
WhenOct 2026What to knowOff-the-shelf starting price; the page gives no episode count, so no per-episode figure.SourceRobotics Center (RCSV), Custom Robot Teleoperation Data CollectionA catalogue or marketplace listing
- Full day in Teesside University's VR motion-capture studio (18 infra-red cameras, up to six suits), motion-capture control with technical supportPriceFull day: £600
per one-day session
WhenOct 2026What to knowA university facility's published hire rate; half day GBP 350, weekend GBP 750, data clean-up extra. At the bottom of the commercial range.SourceTeesside University, VR motion capture studio (business facilities)The payer's own page
- Egocentric video from people wearing cameras in everyday activities (Claru's cost figure)Price$10-30 per hour
per hour
WhenOct 2026What to knowProduction cost: participant pay plus equipment amortisation, before margin and annotation.SourceClaru, How to collect egocentric video data (2026 guide)A vendor's published price guide
- Egocentric video sample pack, 10 to 15 clips with basic metadataPrice$500–$2,000 for 10–15 clips
per sample pack of 10 to 15 clips
WhenOct 2026What to knowEntry price for a custom or archive egocentric pack. Full dataset pricing is on request, and annotated packs cost more depending on layers.SourceClaru, Egocentric Video Data for Physical AIA 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
WhenOct 2026What to knowUndated 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.SourceClaru, How to collect egocentric video data (2026 guide)A vendor's published price guide
- 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
WhenOct 2026What to knowA small fixed-price set, about $6.71 per asset at the sale price ($2,850 / 425).SourceDatarade, 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)PriceStarts at $10,000 / purchase
per purchase (minimum)
WhenOct 2026What to knowSize not stated on the card; product page was rate-limited when read.SourceDatarade, Robotics Data category (M-ART listing)A catalogue or marketplace listing
- Embodied AI data collection and annotation service for robots (Nexdata on Datarade)PriceStarts at $10,000 / purchase
per engagement (minimum)
WhenOct 2026What to knowMinimum order for custom collection; the scope that $10,000 buys is not stated.SourceDatarade, Robotics Data category (Nexdata listing)A catalogue or marketplace listing
- Data collection operator using UMI, GELLO and VR teleoperation tools (RoboForce, Milpitas, swing shift)PriceUSD $30.00 - 35.00 per hour
per hour
WhenOct 2026What to knowContractor; the page said posted 30 to 60+ days before reading. Duties include object manipulation and walking set routes.SourceDice, RoboForce: Data Collection Operator- AI Robotics (Swing Shift)The payer's own page
- Unidata Egocentric Video Dataset, 4,050 hours of first-person household video with 3D pose and IMU (Pico + Zed + motion trackers)PriceStarts at $30,000 / purchase
per dataset of 4,050 hours (one-off purchase)
WhenOct 2026What to knowA 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.SourceDatarade, Unidata listing: Egocentric Video Dataset, 4,050 Hours of First-Person VideosA catalogue or marketplace listing
- Unidata Egocentric Video Dataset, Pico + Motion Trackers setup, 2,321 hours of first-person household manipulation (13 scenarios) with IMUPriceStarts at $30,000 / purchase
per dataset of 2,321 hours (one-off purchase)
WhenOct 2026What to knowA floor price, shown but not averaged. Volume fields read 2.32K and 2,320 hours.SourceDatarade, Unidata listing: Egocentric Video Dataset, Pico + Motion Trackers Setup (2,321 hours)A catalogue or marketplace listing
- Unidata Egocentric Video Dataset, Zed stereo + Pico + motion trackers setup, 1,729 hours of multimodal first-person household recordingsPriceStarts at $30,000 / purchase
per dataset of 1,729 hours (one-off purchase)
WhenOct 2026What to knowA 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.SourceDatarade, Unidata listing: Egocentric Video Dataset, Zed + Pico + Motion Trackers Setup (1,729 hours)A catalogue or marketplace listing
- Ordinary monocular raw (first-person) robot training video sold in China, actual transaction price per hourPrice每小时15元至20元
per hour of data
WhenOct 2026What to knowRealised 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.Sourceifeng Tech, citing Caijing: 机器人训练数据被曝反复转卖Press report
- Robot training video of unknown origin (resold) in China, transaction price per hourPrice每小时3元至5元
per hour of data
WhenOct 2026What to knowThe floor of a market where data is resold repeatedly; about a fifth of the price of raw data with a known source.Sourceifeng Tech, citing Caijing: 机器人训练数据被曝反复转卖Press report
- Infobay.AI 5K+ Hours Stereo IMU Egocentric Dataset, stereo video with synchronized IMUPrice$135,700
per dataset of 5K+ hours
WhenOct 2026What to knowThe 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.SourceOpendatabay, Infobay.Ai listing: 5K+ Hours Stereo IMU Egocentric DatasetA catalogue or marketplace listing
- Car-mounted 360-degree exterior driving video (trailing third-person view of turns, stops, intersections, parking), recorded by contributors in 52 countriesPrice$15 to $20 USD per hour for approved video work
per hour of approved video
WhenOct 2026What to knowContributors 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.SourceOpenTrain AI, Car-Mounted 360-Degree Vehicle Navigation Video RecorderThe payer's own page
- Proposed common hourly rate for people who collect robot-training video in India (industry body)Price$7-10 an hour
per hour
WhenOct 2026What to knowProposed, not yet agreed; up to 10 times the roughly $1 an hour Human Archive pays today.Source - Mobile egocentric video dataset, chest or head-mounted phone, minimum 60 clips totalling 90 minutes, IndiaPrice₹750-1250 INR / hour
per hour (hourly project budget)
WhenOct 2026What to knowClient in Coimbatore, India, posted 7 days before reading. The rate is the client's hourly budget, not per hour of footage.SourceFreelancer.de, Mobile Egocentric Video DatasetThe payer's own page
- Driver recording their own car's road navigation from a trailing 360-degree camera (micro1 client project)PricePay: $15-20 USD/hour per approved video
per hour of approved video
WhenOct 2026What to knowDriving footage for navigation models captured on existing commutes; 100 openings, collector supplies camera and mount.Sourcemicro1, Car-Mounted 360° Video RecorderThe payer's own page
- First-person (egocentric) human data collected in China, quoted price per hourPrice每小时100元左右
per hour of data
WhenSep 2026What to knowEgocentric data has fallen to about a tenth of the real-robot teleoperation quote in China.Source - Real-robot teleoperation data collected in China, quoted price per hourPrice每小时500-1000元
per hour of data
WhenSep 2026What to knowThe prevailing quote in China's embodied-data market per Xinhua Finance; UMI data is several hundred yuan an hour and egocentric about 100.Source - Shanghai Zhixiangyuan China Egocentric Human Activity Dataset, ~3,000 hours residential and commercial first-person video, mostly 1080p ~60 fpsPrice$8,550
per dataset of ~3,000 hours
WhenSep 2026What to knowThe lowest egocentric per-hour price found. The volume is approximate and metadata varies by subset.SourceOpendatabay, Shanghai Zhixiangyuan Intelligent Technology listing: China Egocentric Human Activity Dataset, 3,000 HoursA catalogue or marketplace listing
- Video of repeated hand manipulation tasks with handheld devices for robotics, United StatesPrice$10 to $20 per hour
per hour
WhenSep 2026What to knowListing gives San Francisco and 100% remote inconsistently.SourceOpenTrain AI, Robotics Dexterity Data Collection SpecialistThe payer's own page
- Egocentric-only household task video capturePrice$80-$200 per captured hour
per captured hour
WhenSep 2026What to knowVendor FAQ estimate, repeated on its stereo egocentric page. Annotation is priced separately.SourceDataX Power, Household Robot Training Data: Collecting Task Video in Real Homes (2026)A vendor's published price guide
- Synchronized multi-camera and multi-sensor robotics video capturePrice$200-$450 per captured hour
per captured hour
WhenSep 2026What to knowApplies when wrist, third-person cameras or force/torque logging are added to egocentric capture.SourceDataX Power, Multi-Camera Video Collection for Robotics TrainingA vendor's published price guide
- Contractor performing repetitive manipulation tasks with handheld devices for robot dexterity data (micro1 for a client, Los Angeles)Priceideal_hourly_rate max 20, min 10
per hour
WhenSep 2026What to knowRate taken from the posting's embedded job data, not its visible text; a third of the San Francisco UMI rate for similar work.Sourcemicro1, Robot Whisperer (Skills & Data)The payer's own page
- 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
WhenSep 2026What to knowThe listing says the price covers only an initial 50,000-hour batch; larger batches are priced on request.SourceOpendatabay, Infobay.Ai listing: 220K+ Hours Narrated Egocentric Video DatasetA catalogue or marketplace listing
- Senior software engineer running a teleoperation data-collection floor and directing its operators (Welo Data, Project Hydra, Santa Clara)PriceRate: $105/hour
per hour (12-month W-2 contract)
WhenSep 2026What to knowOverhead 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.Source - Verbose TechLabs Egocentric Factory Assembly Line, USA, 25,000 hours of head/chest-mounted videoPrice$111,800
per dataset of 25,000 hours
WhenSep 2026What to knowThe 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.SourceOpendatabay, Verbose TechLabs LLP listing: Egocentric Factory Assembly Line, USA (25000 Hours)A catalogue or marketplace listing
- Verbose TechLabs Egocentric Household Maintenance, Colombia, 250 hours (cleaning, plumbing, furniture) with IMUPrice$1,120
per dataset of 250 hours
WhenSep 2026What to know1080p and 4K, proprietary licence.SourceOpendatabay, Verbose TechLabs LLP listing: Egocentric Household Maintenance, Colombia (250 Hours)A catalogue or marketplace listing
- Verbose TechLabs Egocentric Living Room & Bedroom, USA, 34 hours of casual indoor first-person videoPrice$160
per dataset of 34 hours
WhenSep 2026What to knowThe seller's smallest listing is priced at about $4.70 per hour, the same as its large ones, so there is no volume discount.SourceOpendatabay, Verbose TechLabs LLP listing: Egocentric Living Room & Bedroom, USA (34 Hours)A catalogue or marketplace listing
- Verbose TechLabs Egocentric Precision Electronics, Japan, 10,000 hours of cleanroom/microelectronics first-person videoPrice$50,000
per dataset of 10,000 hours
WhenSep 2026What to knowThe listing text calls itself a 'SAMPLE listing', so check that the full volume is actually available.SourceOpendatabay, Verbose TechLabs LLP listing: Egocentric Precision Electronics, Japan (10000 Hours)A catalogue or marketplace listing
- Operator running a handheld UMI gripper through repetitive manipulation tasks in a San Francisco lab (micro1 for a client)Priceideal_hourly_rate max 30, min 30
per hour
WhenSep 2026What to knowRate taken from the posting's embedded job data, not its visible text, which states no rate; 10 openings.Sourcemicro1, Robot Training OperatorThe payer's own page
- 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
WhenSep 2026What to knowFull-time with equity; 1X moved its board from Recruitee to Ashby, and older Recruitee operator listings no longer resolve.Source1X on Ashby, Operator - Data Collection (Swing Shift)The payer's own page
- Deploy8 50-Hour Industrial Egocentric Stereo, electric motor rewinding workshops in India, 49.3 hours, 117 sessions, rawPrice$395
per dataset of 49.3 hours (seller also states 8 USD per hour)
WhenSep 2026What to knowRaw footage of expert trade work, unlabelled and not quality-checked. Non-exclusive 20-year licence, no reselling.SourceOpendatabay, Deploy8 listing: 50-Hour Industrial Egocentric Stereo: Electric Motor RewindingA catalogue or marketplace listing
- Third-person 360-degree video of movement and navigation (Insta360 or GoPro MAX) for a micro1 clientPriceRate: $20 per hour of approved video (PPT)
per hour of approved video
WhenSep 2026What to knowCollector owns the camera; only footage that passes quality review is paid.Sourcemicro1, 360° Video Recorder (Insta360 / GoPro MAX)The payer's own page
- EgoData egocentric POV video of household activities, iPhone 12+, IndiaPrice₹220 per approved hour
per approved hour of footage
WhenSep 2026What to knowThe household tier of the posting (commercial footage pays Rs 320); the listing is now closed.SourceFreelancer.de, Freelancers or vendors Egocentric video Data Collectors NeededThe payer's own page
- EgoData egocentric POV video in commercial or workplace settings, iPhone 12+, IndiaPrice₹320 per approved hour
per approved hour of footage
WhenSep 2026What to knowThe commercial tier of the same posting (household footage pays Rs 220); the listing is now closed.SourceFreelancer.de, Freelancers or vendors Egocentric video Data Collectors NeededThe payer's own page
- 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)
WhenSep 2026What to knowFrom a job aggregator; the same aggregator shows RemoExperts paying $40 to $120 an hour across its six open roles.SourceAITraining.jobs, RemoExperts: New Zealand Egocentric Video Data CollectorA catalogue or marketplace listing
- 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)
WhenSep 2026What to knowFrom a job aggregator; RemoExperts' own portal would not render. Collector must own an Insta360 X5 and record 10-minute sessions.SourceAITraining.jobs, RemoExperts: Singapore Egocentric Video Data CollectorA catalogue or marketplace listing
- QC reviewer of robot manipulation video annotations (Welo Data, Project Cursa, Philippines)Price$4.03 - $4.03 an hour
per hour
WhenAug 2026What to knowThe reviewer earns 15% more than the annotator; compare DexSet's $8 to $25 per data hour price for the same kind of annotation pass.SourceWelo Data on Lever, Project Cursa - Robot Manipulation Video Annotation QC (V2)The payer's own page
- Annotator writing three-level natural-language labels for three-camera robot manipulation videos (Welo Data, Project Cursa, Philippines)Price$3.50 - $3.50 an hour
per hour
WhenAug 2026What to knowLabels atomic motions, skills and task goals for VLA training; the cheapest robotics labour found.SourceWelo Data on Lever, Project Cursa - Robot Manipulation Video Annotator (V2)The payer's own page
- At-home recorder filming household chores first-person on a smartphone headstrap (micro1)Price15$/h of recorded video
per hour of recorded video that passes guidelines
WhenAug 2026What to knowRate 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.Sourcemicro1, Smartphone Video RecorderThe payer's own page
- At-home first-person video of household tasks, United StatesPrice$14 to $15 per hour of recorded video
per hour of recorded video
WhenAug 2026What to knowUS rate for the same kind of head-strap capture that pays $6 an hour in Latin America on the same board.SourceOpenTrain AI, At-Home Household Task Video RecorderThe payer's own page
- At-home first-person video of repetitive physical movements, Argentina, Brazil, Chile, Colombia, MexicoPrice$6 per hour for approved recorded video
per hour of approved recorded video
WhenAug 2026What to knowPaid per hour of approved footage, with a $20 bonus after 20 hours; a Portuguese listing for the same countries pays the same $6.SourceOpenTrain AI, At-Home First-Person Video RecorderThe payer's own page
- At-home household video recording, United States (entry level)Price$10 to $15 per hour
per hour
WhenAug 2026What to knowContract role; the listing does not say whether the hour is of work or of accepted footage.SourceOpenTrain AI, At-Home Household Video RecorderThe payer's own page
- Nexdata 10,000-Hour Egocentric Full-Body Multimodal Dataset, 4K stereo (PICO 4 Ultra) with 76-point full-body pose and step labelsPrice$657,900
per dataset of 10,000 hours
WhenAug 2026What to knowDensely annotated robot-learning data (pose plus action steps), which is why it sits far above raw egocentric listings. Commercial licence.SourceOpendatabay, Nexdata listing: 10000 Hour Egocentric Video DatasetA catalogue or marketplace listing
- Robot operator providing teleoperated demonstrations at Physical Intelligence (San Francisco)PriceCompensation: $25/hour + benefits package
per hour
WhenAug 2026What to knowFull-time, on-site; the operator's demonstrations are the training data for PI's robot foundation models.SourcePhysical Intelligence on Ashby, Robot OperatorThe payer's own page
- Robot operator doing VR teleoperation for Toyota Research Institute (via HireArt)Price32.50 - 37.50 USD Per Hour
per hour (paid to the operator)
WhenAug 2026What to knowUS on-site labour cost inside teleoperation data, before rigs, QA and vendor margin.SourceHireArt job listing (Toyota Research Institute)The payer's own page
- Asia Residential Teleoperation Video Dataset (Merit Data): about 600 teleoperation demonstration recordings, about 20 hours, residential scenesPrice$60,800
per dataset of about 600 recordings (about 20 hours)
WhenJul 2026What to knowAsking 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.SourceOpendatabay, Asia Residential Teleoperation Video Dataset (Merit Data)A catalogue or marketplace listing
- Merit Data South Asia Residential Mono Egocentric Video Dataset, ~800 hours / ~10,000 iPhone recordings, 4K and 1080pPrice$63,300
per dataset of ~800 hours
WhenJul 2026What to knowThe volume is stated as approximate. The licence is shown as CC0, which is unusual for a paid set.SourceOpendatabay, Merit Data listing: South Asia Residential Mono Egocentric Video DatasetA catalogue or marketplace listing
- Infobay.AI 38K+ Hours IMU Egocentric Video Dataset, wearable first-person video with accelerometer and gyroscope streamsPrice$560,100
per dataset of 38K+ hours
WhenJul 2026What to knowThe seller notes the final price varies with requirements.SourceOpendatabay, Infobay.Ai listing: 38K+ Hours IMU Egocentric Video DatasetA catalogue or marketplace listing
- In-house collector recording task demonstrations and testing new tasks and hardware (Sunday Robotics, Redwood City, evening shift)Price$35 per hour
per hour
WhenJul 2026What to knowFixed 40-hour week on site; compare the remote per-approved-hour model on the same board.SourceSunday on Ashby, Memory Developer (in-house) PM ShiftThe payer's own page
- Human annotation of egocentric robotics video (Macrodata benchmark, cited by Perceptron)Priceroughly $50 per video-hour
per video-hour
WhenJul 2026What to knowPerceptron says its automated profile is 10 to 15 times cheaper, which implies about $3 to $5 per video-hour for machine labels.SourcePerceptron, Introducing Perceptron Egocentric APIA vendor's published price guide
- 2,000-demonstration bimanual imitation-learning dataset for one task family (DataXpower planning figure)Priceapproximately $110,000-$215,000 including QA overhead
per program of 2,000 demonstrations
WhenJul 2026What to knowAssumes 3 demonstrations an hour and 75% acceptance; a planning estimate, not a quote.SourceDataXpower, humanoid robot data collection cost guideA vendor's published price guide
- Collection of 5,000 whole-body humanoid demonstrations (one program)Price$250,000-$750,000 for the data collection phase alone
per program
WhenJul 2026What to knowA planning estimate, not a quote; 2,000 bimanual demos are put at $110,000 to $215,000 including QA.SourceDataXpowerA vendor's published price guide
- Bimanual ALOHA-style teleoperation program, managed by DataXpowerPrice$40-80 per hour of collected data
per hour of collected data
WhenJul 2026What to knowAcceptance rates of 70 to 85% are stated for bimanual programs.SourceDataXpower, humanoid robot data collection cost guideA vendor's published price guide
- Egocentric wearable program with annotation (head and wrist cameras), managed by DataXpowerPrice$25-60 per hour of collected data
per hour of collected data
WhenJul 2026What to knowIncludes annotation; raw wearable video without it is put at $25 to $40 an hour.SourceDataXpower, humanoid robot data collection cost guideA vendor's published price guide
- Full humanoid multi-sensor program (mocap suits or exoskeletons, F/T and IMU), managed by DataXpowerPrice$80-150 per hour of collected data
per hour of collected data
WhenJul 2026What to knowThe top of the vendor price ladder; sensor-dense setups are said to cost 3 to 5 times a single-camera RGB program.SourceDataXpower, humanoid robot data collection cost guideA vendor's published price guide
- Complex humanoid whole-body demonstration (DataXpower benchmark)Priceoften $50-150 per demonstration
per demonstration
WhenJul 2026What to knowVendor benchmark from its own programs; the same guide puts full humanoid multi-sensor capture at $80 to $150 per hour.SourceDataXpowerA vendor's published price guide
- Simple single-arm teleoperation program (pick-and-place, sorting), managed by DataXpowerPrice$15-30 per hour of collected data
per hour of collected data
WhenJul 2026What to knowVendor benchmark; the cheapest teleoperation tier, below most US operators' hourly pay, so it implies offshore labour.SourceDataXpower, humanoid robot data collection cost guideA vendor's published price guide
- First-person household video data collection, United States (participating states)Price$13 to $15 per hour
per hour of qualifying recorded video
WhenJul 2026What to knowPay is based on qualifying recorded video, so the hour is an hour of accepted footage.SourceOpenTrain AI, First-Person Household Video Data CollectorThe payer's own page
- 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)
WhenJul 2026What to knowBuilt 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.SourceDexSet, Robot Training Data Costs and Pricing: The Complete 2026 GuideA vendor's published price guide
- Annotation passes on robot data, added to any capture modality (DexSet benchmark)Price$8 to $25 per hour extra
per hour of data
WhenJul 2026What to knowAdd-on price; Welo Data pays Philippine annotators $3.50 an hour for comparable robot-video labelling.SourceDexSet, Robot Training Data Costs and Pricing: The Complete 2026 GuideA vendor's published price guide
- Dense object masks or contact annotation on robot data (DexSet per-pass price)Price$18 to $25 per data hour
per data hour
WhenJul 2026What to knowMost expensive annotation pass listed.SourceDexSet, Robot Training Data Costs and Pricing: The Complete 2026 GuideA vendor's published price guide
- Collector labour inside egocentric video capture (DexSet cost structure)Price$10 to $26 per hour
per hour
WhenJul 2026What to knowHardware 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.SourceDexSet, Robot Training Data Costs and Pricing: The Complete 2026 GuideA vendor's published price guide
- Language-instruction labelling of robot data (DexSet per-pass price)Price$8 to $12 per data hour
per data hour
WhenJul 2026What to knowCheapest annotation pass; subtask segmentation is $10 to $16 per data hour on the same page.SourceDexSet, Robot Training Data Costs and Pricing: The Complete 2026 GuideA vendor's published price guide
- Multi-view exocentric capture for robot learning (DexSet benchmark)Price$20 to $50 per hour
per hour
WhenJul 2026What to knowVaries with camera count and calibration; a vendor's own benchmark.SourceDexSet, Robot Training Data Costs and Pricing: The Complete 2026 GuideA vendor's published price guide
- Operator labour inside teleoperated bimanual data (DexSet cost structure)Price$18 to $38 per hour
per hour
WhenJul 2026What to knowVendor'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.SourceDexSet, Robot Training Data Costs and Pricing: The Complete 2026 GuideA vendor's published price guide
- Teleoperation demonstrations for robotsPrice$28 to $60 per raw hour
per hour
WhenJul 2026What to knowA 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.SourceDexSet pricing guideA vendor's published price guide
- First-person video of manual work, in bulkPrice$2 to $5 an hour
per hour
WhenJul 2026What to knowAbout 90% is discarded by the buyer. Collection rates in India fell about 30% in the first half of 2026 as supply grew.SourceFlikforgePress report
- Indian garment worker wearing a head camera through a factory shiftPriceabout Rs 400 daily
per day
WhenJul 2026What to knowThe factory, not the worker, is paid by the hour; the same article says rates fell 30% from January to June 2026.Source - Annotated Indian egocentric footage resold to global robotics labsPrice$15-50 (Rs 1,419-4,730) per hour
per hour of video
WhenJul 2026What to knowAgainst about $5 an hour paid to the factory, so most of the value is captured by the packager abroad.Source - Raw egocentric video hours from India, priced by task complexity (Human Archive)Price$1-10 per hour (Rs 95-946)
per hour of video
WhenJul 2026What to knowRaw-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.SourceStartupFeedPress report
- Payment from egocentric-data startups to an Indian factory whose workers wear cameras (RoBoEra figure)Priceabout Rs 450-500 per hour
per hour
WhenJul 2026What to knowPer RoBoEra's founder; the article does not say whether the hour is a worker-hour or a recorded hour.Source - On-site collector wearing a first-person camera while doing household activities (Appen/CrowdGen, Kuala Lumpur, 4-day project)PriceCompensation: USD 3.60 per hour
per hour
WhenJun 2026What to know9 to 12 June 2026, 9am to 6pm daily, device provided on site; collectors pay their own transport.SourceAppen on Lever, EGO Embodied Data Collector Short-Term Project ContractorThe payer's own page
- 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)
WhenMay 2026What to knowArs 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.SourceArs TechnicaPress report
- First-person household chores video capture, Latin AmericaPrice$6/hour USD of accepted footage
per hour of accepted footage
WhenMay 2026What to knowClaru says most contributors earn about $40 a day (6 to 7 hours of footage) or $300 a week; 90% hand visibility required.SourceClaru, Egocentric Household Tasks Capture (Latin America) job listingThe payer's own page
- Real-robot teleoperation data in China, cost per task episode from equipment amortisation and sundriesPrice单任务每次的数据成本大概在3-5元
per task episode
WhenMay 2026What to knowOne year's amortisation of a teleoperation robot plus sundries, before most equipment, site and operator costs, so a floor on production cost.SourceHuxiu, reprinting Shenxiang: 终于,具身智能的真机数据难题有了新解法Press report
- First-person garage and workshop task video capture, India, Philippines, Indonesia, VietnamPrice$5/hour USD
per hour
WhenMay 2026What to knowLowest of Claru's geo tiers, one third of the US rate.SourceClaru, Garage Capture (Asia) job listingThe payer's own page
- First-person garage and workshop task video capture, CanadaPrice$10/hour USD
per hour
WhenMay 2026What to knowSame program as the US listing at two thirds of the US rate.SourceClaru, Garage Capture (Canada) job listingThe payer's own page
- First-person garage and workshop task video capture, United StatesPrice$15/hour USD
per hour
WhenMay 2026What to knowSmartphone on head mount; sessions 30 to 90 minutes; two to four captures a week typical.SourceClaru, Garage Capture (US) job listingThe payer's own page
- Egocentric (first-person) video collection by workers in India for Human ArchivePricea base rate of $1 per hour
per hour (paid to the collector)
WhenMay 2026What to knowCollector pay only; TechCrunch cites the Economic Times that rival collectors pay about ₹250 to ₹400 (roughly $2.63 to $4.20) per hour.SourceTechCrunchPress report
- Egocentric data collection workers in India paid by Human Archive's competitorsPrice₹250 to ₹400 per hour (roughly $2.63 to $4.20)
per hour
WhenMay 2026What to knowTwo 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 IndiaPriceIndia at $2-6 per hour
per hour of footage
WhenMay 2026What to knowUnmanaged 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.SourceDataX Power, Video data collection cost in VietnamA vendor's published price guide
- Managed indoor egocentric video collection in the UK and EUPrice$35-55 per hour
per hour of captured footage
WhenMay 2026What to knowIncludes the cost of labour rules for field work, per the vendor.SourceDataX Power, Video data collection cost in VietnamA vendor's published price guide
- Managed indoor egocentric video collection from US vendors, comparable qualityPrice$30-45 per hour
per hour of captured footage
WhenMay 2026What to knowA competitor's view of US pricing, so it may be set high; geography alone moves the price two to three times.SourceDataX Power, Video data collection cost in VietnamA vendor's published price guide
- Managed indoor egocentric (first-person) video collection in VietnamPrice$12-18 per hour
per hour of captured footage
WhenMay 2026What to knowThe vendor's own Vietnam rate, inclusive of crew, hardware and QA; it sets this against $30 to $45 from US vendors.SourceDataX Power, Video data collection cost in VietnamA vendor's published price guide
- Data collector teleoperating robot arms through diverse tasks at Dyna Robotics (Redwood City)Price$30 – $32 per hour
per hour
WhenMay 2026What to knowContract role with possible conversion; duties are manual teleoperation plus annotating recorded data.SourceDyna Robotics on Ashby, Data Collection OperatorThe payer's own page
- Hourly wages for human data collection for robot training (people recording everyday tasks), industry estimate by regionPriceanywhere between $5 and $20
per hour (wages, depending on the region)
WhenApr 2026What to knowAn 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)
WhenApr 2026What to knowOne worker's rate; micro1's CEO told the same outlet robotics companies spend more than $100 million a year buying such data.SourceMIT Technology ReviewPress report
- Operator collecting humanoid robot data in VR (1X, listed under Kind Humanoid, San Carlos, day shift)PriceUSD 26-40 / hour
per hour
WhenApr 2026What to knowFiled 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.SourceKhosla Ventures job board, Kind Humanoid: Operator, Data Collection (Day Shift)The payer's own page
- Senior operator collecting humanoid robot data in VR, in lab and home settings (1X, listed under Kind Humanoid, San Carlos)PriceUSD 36-46 / hour
per hour
WhenApr 2026What to knowThe 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.Source - Production cost of one usable bimanual assembly demonstration, all components (Robotics Center cost model)PriceBimanual Assembly: $10.00 total per usable demo
per usable demonstration
WhenMar 2026What to knowHardware 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).SourceRobotics Center (RCSV) blog, How Much Does Robot Data Collection Cost in 2026?A vendor's published price guide
- Production cost of one usable dexterous manipulation demonstration, all components (Robotics Center cost model)PriceDexterous Manipulation: $20.00 total per usable demo
per usable demonstration
WhenMar 2026What to knowHardware 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).SourceRobotics Center (RCSV) blog, How Much Does Robot Data Collection Cost in 2026?A vendor's published price guide
- Production cost of one usable simple pick-place demonstration, all components (Robotics Center cost model)PriceSimple Pick-Place: $3.75 total per usable demo
per usable demonstration
WhenMar 2026What to knowHardware 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).SourceRobotics Center (RCSV) blog, How Much Does Robot Data Collection Cost in 2026?A vendor's published price guide
- Contact-rich bimanual robot demonstration episode (Robotics Center cost guide)Price$25-$35
per episode
WhenMar 2026What to knowVendor's published range for the hardest tier in its guide.SourceRobotics Center (RCSV) blog, How Much Does Robot Data Collection Cost in 2026?A vendor's published price guide
- Simple pick-and-place robot demonstration episode (Robotics Center cost guide)Price$8-$15
per episode
WhenMar 2026What to knowA 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.SourceRobotics Center (RCSV) blog, How Much Does Robot Data Collection Cost in 2026?A vendor's published price guide
- Managed teleoperation collection of 2,000 demonstrations (Robotics Center)Price$20,000 for 2,000 demos
per programme of 2,000 demonstrations
WhenMar 2026What to knowVendor'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.SourceRobotics Center (RCSV) blog, How Much Does Robot Data Collection Cost in 2026?A vendor's published price guide
- Managed teleoperation collection of 50 demonstrations (Robotics Center)Price$2,500 for 50 demos
per programme of 50 demonstrations
WhenMar 2026What to knowVendor'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.SourceRobotics Center (RCSV) blog, How Much Does Robot Data Collection Cost in 2026?A vendor's published price guide
- Managed teleoperation collection of 500 demonstrations (Robotics Center)Price$8,000 for 500 demos
per programme of 500 demonstrations
WhenMar 2026What to knowVendor'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.SourceRobotics Center (RCSV) blog, How Much Does Robot Data Collection Cost in 2026?A vendor's published price guide
- Managed teleoperation collection of 5,000 demonstrations (Robotics Center)Price$35,000 for 5,000 demos
per programme of 5,000 demonstrations
WhenMar 2026What to knowVendor'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.SourceRobotics Center (RCSV) blog, How Much Does Robot Data Collection Cost in 2026?A vendor's published price guide
- 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
WhenMar 2026What to knowAll-in programme cost including hardware, engineering and re-collection; the count is a floor (500+), so no per-demonstration figure is derived.SourceRobotics Center (RCSV) blog, How Much Does Robot Data Collection Cost in 2026?A vendor's published price guide
- Robot operator doing teleoperation and data collection at Skild AI (Pittsburgh)PriceBase Salary Range $18 to $20 USD
per hour (stated as a base range; hourly by magnitude)
WhenMar 2026What to knowSame duties as the San Mateo role at about two thirds of the pay; Skild also lists an India operator role with no rate.SourceSkild AI on Greenhouse, Robot Operator - PittsburghThe payer's own page
- One motion-capture clip made in-house with an inertial suit (Rokoko, Perception Neuron), after cleanupPrice$5–$50 after cleanup
per clip
WhenMar 2026What to knowOwn production cost on $3,000 to $6,000 of hardware; quality below optical capture.SourceMoCap Online, How Much Does Motion Capture Cost? Complete Pricing Guide 2026A vendor's published price guide
- One day of a professional mid-tier optical motion-capture studio (OptiTrack or Vicon)Price$1,500–$3,000/day
per one-day session
WhenMar 2026What to knowDay 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.SourceMoCap Online, How Much Does Motion Capture Cost? Complete Pricing Guide 2026A vendor's published price guide
- Skilled motion-capture editor time for cleaning raw capturePrice$75–$150/hour
per hour
WhenMar 2026What to knowCleanup typically takes 2 to 8 times the raw capture time per clip, so it often costs more than the capture.SourceMoCap Online, How Much Does Motion Capture Cost? Complete Pricing Guide 2026A vendor's published price guide
- One motion-capture clip from a professional optical studio session, after cleanupPrice$50–$200+ after cleanup
per clip
WhenMar 2026What to knowA 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.SourceMoCap Online, How Much Does Motion Capture Cost? Complete Pricing Guide 2026A vendor's published price guide
- One cleaned motion-capture animation bought in a pre-made packPrice$0.50–$3 per clip
per clip
WhenMar 2026What to knowOff-the-shelf game-animation packs ($30 to $500 a pack); this seller's licence bars AI or machine-learning use without written permission.SourceMoCap Online, How Much Does Motion Capture Cost? Complete Pricing Guide 2026A vendor's published price guide
- 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
WhenMar 2026What to knowMarch 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.SourceRobotics Center (RCSV), State of Robotics 2026A vendor's published price guide
- Robot teleoperator time bought from operators in India, the Philippines and Eastern EuropePrice$22 to $55/hour
per operator hour
WhenMar 2026What to knowRates on the operator marketplace the report draws on; what a buyer pays per operator hour, not what the operator nets.SourceRobotics Center (RCSV), State of Robotics 2026A vendor's published price guide
- Robot teleoperator time bought from US-based operators with domain expertisePrice$65 to $120/hour
per operator hour
WhenMar 2026What to knowAbout two to three times US robot-operator wages ($25 to $36 on postings), the vendor margin and overhead on top of pay.SourceRobotics Center (RCSV), State of Robotics 2026A vendor's published price guide
- Egocentric POV video of household tasks for humanoid training datasets, PhilippinesPrice$3 - $15 per hour
per hour
WhenFeb 2026What to knowEmployer not named; date is the listing's 'date updated'.SourceOnlineJobs.ph, Egocentric Video Data CollectionThe payer's own page
- Labelling autonomous-vehicle driving data (validating AI pre-labels on edge cases)Priceabout $3 to $6 per hour
per hour worked
WhenFeb 2026What to knowRelayed 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)PricePay: $8 per hour (Fixed hourly rate)
per hour
WhenJan 2026What to know1,000 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.Sourcemicro1, Daily Routine Video AssistantThe payer's own page
- First-person video of manual work, captured to a specPrice$15 to $40 an hour
per hour
WhenJan 2026What to knowRaw capture runs $15 to $22 an hour; calibrated and fully annotated footage $30 to $40. Buyers reject 15 to 25% at quality review.SourceDexSet pricing guideA 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
WhenDec 2025What to knowQ4 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.SourceRobotics Center (RCSV), State of Robotics 2026A vendor's published price guide
- Remote collector recording more complex household-task demonstrations after screening (Sunday Robotics)PriceUp to $60 per hour of approved data
per hour of approved data
WhenNov 2025What to knowCeiling for complex tasks; paid via Stripe within 2 to 3 business days.SourceSunday on Ashby, Memory Developer (remote)The payer's own page
- 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
WhenNov 2025What to knowPaid per approved hour of data, not per hour worked, so rejected footage is the collector's loss; excludes CA, NY, MA, NJ and IL.SourceSunday on Ashby, Memory Developer (remote)The payer's own page
- JoinAI POV Robotic Behavior Video Dataset, 1,000,000+ generated first-person 6 to 8 s clips, 2,000+ hours, 1080pPrice$39,500
per dataset of 2,000+ hours
WhenOct 2025What to knowGenerated (synthetic) POV video for VLA training. The description also carries a pasted line about 20,000 images that does not match this product.SourceOpendatabay, JoinAI listing: POV Robotic Behavior Video DatasetA catalogue or marketplace listing
- Robot operator doing teleoperation and data collection at Skild AI (San Mateo)PriceBase Salary Range $25 to $30 USD
per hour (stated as a base range; hourly by magnitude)
WhenJun 2025What to knowFirst published 2025-06-25 and still open on the day read; operators must meet quality and quantity bars on the data they collect.SourceSkild AI on Greenhouse, Robot OperatorThe payer's own page
- Skilled participant recorded in first- and third-person video for the Ego-Exo4D datasetPriceUS$20 in gift cards for each hour
per hour of recording
WhenSep 2024What to knowAcademic consortium led by Meta; plus a $20 travel reimbursement. A pre-boom reference point for egocentric capture pay.SourcearXiv, 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
WhenAug 2024What to knowReported 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.Source - 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)
WhenMay 2024What to knowFirst 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.SourceFigure AI on Greenhouse, Humanoid Robot PilotThe payer's own page
- 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
WhenMar 2024What to knowEarly 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.SourceRobotics Center (RCSV), State of Robotics 2026A 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?
$6,000to$16,000
On two answers, against 3 public prices. An indication, not an offer.
- 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.
- Factories and workshops
- Trades and service businesses
- Robotics teams
- Collection vendors
- Head-camera footage of skilled manual work
- Teleoperated robot demonstrations
- Motion capture of whole-body tasks
- Machine, PLC and sensor logs
- Skilled trades and unusual settings
- Calibrated cameras, depth and hand tracking
- Annotation of every action
- Teleoperation on real hardware
- Undifferentiated bulk footage of everyday chores
- Workers and bystanders who never consented
- Footage a buyer will discard at quality review
Every worker filmed must consent, and so must anyone else in view. Footage of a client's premises needs the client's agreement.
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.
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 map1,003,672 trajectories (~43.8T)
AgiBot World Beta has 1,003,672 robot trajectories (about 43.8T of data) under a non-commercial CC BY-NC-SA 4.0 license.
Reaches buyers: Open download (non-commercial license)
76k demonstration trajectories or 350h
DROID holds 76,000 teleoperated demonstration trajectories, or 350 hours of robot interaction data.
Reaches buyers: Open download
DROID project site, A Large-Scale In-The-Wild Robot Manipulation Dataset, 19 Mar 2024
3,670 hours
Ego4D holds 3,670 hours of first-person daily-life video from 923 participants in 74 locations across 9 countries.
Reaches buyers: Open download (licensed)
more than 600,000
Factories worldwide installed more than 600,000 new industrial robots in 2025.
Reaches buyers: Not reaching buyers (factory data stays with operators)
5 million units
About 5 million industrial robots were in operation worldwide at the end of 2025, up 9% on the year.
Reaches buyers: Not reaching buyers (factory data stays with operators)
over 1 million hours
Meta pretrained V-JEPA 2 on over 1 million hours of internet video, then post-trained its robot variant on under 62 hours of DROID robot video.
Reaches buyers: In-house collection (buyer volume)
What a buyer's counsel will ask
12 questions apply to physical-world data, and 8 of them block a sale until settled. Most data that fails to sell fails here, not on price.
- Does the company selling the data own it, and has someone with authority approved the sale?
Blocks a sale until settled
- For customers or staff in Canada, has each person consented to this new use, or will the data be anonymised to the Canadian standard before it leaves? For Quebec, is the privacy impact assessment done and the written agreement ready?
Blocks a sale until settled
- Has personal data been removed to the EU anonymisation standard, and who tested it?
Blocks a sale until settled
- Does the data contain voices, faces, fingerprints or other biometrics of people who may be in Illinois, Texas or Washington?
Blocks a sale until settled
- What did your privacy policy, terms of service and employee handbook say about sharing or selling data at the time it was collected?
Blocks a sale until settled
- If the company is closing, insolvent or in bankruptcy, who now has legal authority to sell: the board, an assignee for the benefit of creditors, a bankruptcy trustee, or a Dutch curator?
Blocks a sale until settled
Hold physical-world data? Describe it and we take it to the buyers.
In this topic
What sells
- Start hereWhich data do AI labs want, and who holds it?Each kind of data the market prices, the businesses that hold it, what labs are asking for now and what they turn away.
- GuideWhat Are RL Environments? Who Builds, Buys and Prices ThemAn RL environment is a sandbox where an AI agent attempts tasks with tools and a verifier scores each try. Who builds them, who buys them and what they cost.
- GuideHow to Sell Videos to AI Companies: Prices, Buyers and RightsAI companies license video by the hour or minute. What buyers pay, which footage sells, and the rights you need in every frame before you sell a library.
- PageWhere data comes fromWho holds each kind of data, how much exists and how it reaches buyers.
- RegisterCompanies closingCompanies closing, sold or gone dark, and the records they leave.