What the data shows
- 1
Skill Capture Glove is the most documented of the 46 devices (5 sourced facts).
- 2
16 list prices on record, from open-source arm kits to motion-capture suits.
- 3
The most recent fact on record (28 Oct 2026): AgiBot introduced MEgo Glove, a wearable tactile data-collection device for capturing human hand movements and contact information, at AGIBOT Innovation Day 2026 (the press release is stamped 28 October 2026).
Figure 1
The hardware people use to make robot training data
Which headsets, cameras, grippers, arms and suits are used to collect robot training data, what do they cost and who uses them?
Base: 46 devices, 81 facts, each linked to the page that states it (reviewed 28 Oct 2026).
Prices are list prices as stated by the maker or reporting.
Credit: compiled by RobotTraining.jobs Research, Robot Training Gloves and Data Collection Hardware: UMI Gripper, ALOHA, GELLO, SO-101, Headsets and Suits, October 2026 edition.
Figure 2
Prices
What does each piece of data-collection hardware cost?
Base: 16 facts from 16 devices.
Nothing is converted between currencies.
Credit: compiled by RobotTraining.jobs Research, Robot Training Gloves and Data Collection Hardware: UMI Gripper, ALOHA, GELLO, SO-101, Headsets and Suits, October 2026 edition.
Figure 3
Who uses it
Which labs and companies use each device to collect data?
Base: 32 facts from 24 devices.
Credit: compiled by RobotTraining.jobs Research, Robot Training Gloves and Data Collection Hardware: UMI Gripper, ALOHA, GELLO, SO-101, Headsets and Suits, October 2026 edition.
Figure 4
Open-source designs
Which devices can anyone build from open designs?
Base: 9 facts from 9 devices.
Credit: compiled by RobotTraining.jobs Research, Robot Training Gloves and Data Collection Hardware: UMI Gripper, ALOHA, GELLO, SO-101, Headsets and Suits, October 2026 edition.
Figure 5
Every sourced fact
What exactly has been published about each device?
Base: All 81 facts. "Reported" means an outlet reports it from sources the company has not confirmed.
Amounts stay in the currency and form their source gives; nothing is converted or totalled.
Credit: compiled by RobotTraining.jobs Research, Robot Training Gloves and Data Collection Hardware: UMI Gripper, ALOHA, GELLO, SO-101, Headsets and Suits, October 2026 edition.
Robotics labs ยท Fleet operators ยท Data vendors ยท Research teams
Buy the data behind this report
This report sums up records we gather ourselves, day after day:
1,432 robot training roles followed, history included
Every role on 100 employer job boards, read each day since 12 Sep 2026: its pay, its place, and the first and last day it was up.
536 apply clicks over 28 days
Which robot training roles people really apply to, by kind of work, pay and place. The clicks happen here, so no one else can count them.
25 sourced industry datasets
Funding, revenue, deals, fleets, deployments and prices across the robot training industry, each record linked to the publication it comes from.
On offer
The raw records
Every robot training role we track: title, employer, place, kind of work, pay as stated, and the days it was first and last open.
A regular feed
New and closed roles every week or month, as file drops or through the data endpoints.
A custom cut
Any figure here by country, city, kind of work, vehicle, employer or date, or your own hiring benchmarked against the market.
Need the people behind this data for your own robots? (you contract them yourself) or (we deliver the robot data).
Investing in robotics, AV or robot-data companies? The Robot hiring radar is these records role by role, every day, as files.
Robot hiring brief: free, once a month
The robot-training job market in figures, on the first weekday of each month: open roles, what opened and closed, who added and who cut, and posted pay by kind of work. To your work email.
How it was measured
Makers' and labs' pages, papers and repositories, stores and reporting by major outlets, each linked with a verbatim quote kept in the dataset. Each row carries a link to its publication and gives the number exactly as published, with no estimates or conversions. A note under every figure says what it covers.
- Leader-follower arm
- A hand-moved arm (the leader) whose motion a robot arm (the follower) copies, used to record demonstrations.
- UMI
- Universal Manipulation Interface: a handheld gripper with a camera for recording demonstrations without a robot.
Limits of this data
- Built only from public sources. Anything never announced or reported is absent, and private-company figures are whatever the company or the press said, unaudited.
- Store prices are as fetched and change.
- Several devices have no published price; they are listed without one.
Collection and classification of listings are explained on the methodology page. Freshness, completeness and consistency are tested daily in the data quality report.
Monthly editions
The live page shows the dataset as of its latest review, and new events join it once they are made public. Every finished month also gets its own edition, locked two days after month end, so a number quoted from it stays fixed.
- Live pageLatest review
- October 2026 edition (you are here)Will lock when the next daily refresh runs
Quoting this report
You may quote, chart or republish these figures under CC BY 4.0, provided you link back to this page. This edition is locked: its numbers will not change.
Citation
RobotTraining.jobs (2026). Robot Training Gloves and Data Collection Hardware: UMI Gripper, ALOHA, GELLO, SO-101, Headsets and Suits, October 2026 edition. https://robottraining.jobs/research/robot-data-capture-hardware/2026-10
BibTeX
@misc{robottrainingjobs_robot_data_capture_hardware_2026_10,
author = {{RobotTraining.jobs}},
title = {Robot Training Gloves and Data Collection Hardware: UMI Gripper, ALOHA, GELLO, SO-101, Headsets and Suits, October 2026 edition},
year = {2026},
howpublished = {\url{https://robottraining.jobs/research/robot-data-capture-hardware/2026-10}},
}Keep reading
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