Autonomous or teleoperated? How to read a humanoid robot demo
Most humanoid robot demos do not say who is in control. A robot can act on its own, follow a person's live commands, replay a prepared motion, or switch between these within one task. The video alone rarely settles which; a statement from the maker, the customer or an independent observer does. Robopear records the mode only when such a source states it.
Four control modes
- Autonomous
- The robot perceives the scene and decides its own motions during the task. A person may start it, stop it or set the goal (“move these boxes to the trolley”).
- Teleoperated
- A person drives the motion live through a VR headset, a motion-capture suit, a joystick or an exoskeleton, and the robot sends video back. Teleoperation is also used to record the demonstrations that robot learning systems train on, so it is an engineering mode, not a trick.
- Scripted
- The motion was prepared in advance and is replayed: a choreographed dance, a rehearsed walk across a stage. The robot may balance on its own during the replay, but it does not choose what to do.
- Mixed
- The robot works autonomously and hands over to a remote person when it is stuck, or a person sets each sub-goal and the robot executes it. Makers call this remote assist or shared autonomy.
When no source states the mode, Robopear treats it as not disclosed. On 20 Oct 2026, 9 of the 122 tracked humanoids have a sourced statement about control mode in their records.
Why the mode matters
For a buyer, the mode sets the operating cost. Every hour that needs a remote operator is an hour of paid labour on top of the robot, and in a home it means a person outside the household can see inside it. The cost calculator has an operator-share input for this reason. For an investor or a journalist, the mode separates a capability from a product: a teleoperated demo shows what the hardware can do, not what the software can do without help.
What a video can and cannot show
Signs in a clip point in one direction or the other. None of them proves the mode alone.
| Sign | What it suggests | Why it is not proof |
|---|---|---|
| Operator, headset or suit in frame | Live teleoperation, or recording of training data. | The operator may be on standby while the robot runs by itself. |
| Cuts and edits | Failed attempts were removed; the task may have been done in pieces. | Editing for length is normal; it hides the success rate, not the mode. |
| Speed label (“2x”, “4x”) | The robot is slower than it looks. | A sped-up autonomous run is still autonomous. |
| “Autonomous” or “1x” caption | The maker states the mode and the speed. | A caption is a claim; it is as strong as the maker's record. |
| Identical repeated motions | A replayed, prepared motion. | A trained policy can also repeat a motion closely. |
| Delay between a person's move and the robot's | The robot mirrors a remote operator. | Needs the operator in frame to compare. |
| Tethers, gantries, spotters | A prototype stage, with a safety rope or a frame. | Says nothing about who chooses the motions. |
Evidence that settles the mode
The strongest evidence comes from someone who saw the robot work and had no reason to overstate it. In descending order of weight:
- Race and competition records that classify each run by control mode and log interventions: battery changes, falls, a person's hand on the robot.
- Customer statements about a deployment that name the site and the task.
- Independent observers who watched the robot work in person, not only its video.
- The maker's disclosure of teleoperation or remote assist in its product terms, order page or video captions.
- The maker's claim of autonomy. It is recorded as stated, labelled as the maker's statement, and does not raise the robot's evidence level by itself.
Races as a measurement
Races are one of the few public settings where control mode is recorded per run. Two races in Robopear's records show what an outside report adds to a maker's own result. For one robot, a news report names the first finisher as remotely controlled, while the maker's page gives a different time as its race result. For the other, the maker states the finishing time and a news report adds the battery changes and the fall during the run.
| Robot | Who says it | Statement | Source / checked |
|---|---|---|---|
| Honor Lightning20 Oct 2026 | Maker (web page) | “半马成绩 50 分 26 秒，打破人类半马世界纪录” | honor.comVendor 20 Oct 2026 |
| Honor Lightning19 Apr 2026 | Independent media | “The remotely controlled robot, "Lightning," from Honor, which was also the first robot to set off, crossed the finish line first in 48 minutes and 19 seconds.” | 20 Oct 2026 |
| X-Humanoid Tiangong Ultra19 Apr 2025 | Maker (press release) | “北京人形机器人创新中心自研的全尺寸人形机器人“天工Ultra”参赛，用时2时40分42秒跑完21.0975公里” | x-humanoid.comVendor 20 Oct 2026 |
| X-Humanoid Tiangong Ultra23 Apr 2025 | Independent media | “The winning robot, Tiangong Ultra, completed the race in 2 hours and 40 minutes, after three battery changes and one fall.” | nbcnews.comWeb 20 Oct 2026 |
Robopear shows both statements with their owners rather than choosing one.
Statements about control mode in the records
On 20 Oct 2026, 9 status entries across the 122 tracked humanoids quote a source on autonomy or remote control: 7 from the maker itself and 2 from a customer or an independent outlet. A maker's word “autonomous” describes the design goal or the shown task; a customer statement adds a named site; a news report adds an outside observer.
| Robot | Who says it | Level | Statement | Source / checked |
|---|---|---|---|---|
| Promobot V.420 Oct 2026 | Maker (web page) | Claimed | “Promobot V.4 communicates with people, travels autonomously and integrates with a third-party software.” | promo-bot.aiVendor 20 Oct 2026 |
| UBTECH Walker S220 Oct 2026 | Maker (web page) | Claimed | “UBTECH Walker S2 Humanoid Robot | Autonomous Battery Swapping for Mass Production Delivery” | ubtrobot.comVendor 20 Oct 2026 |
| Galbot S124 Jun 2026 | Customer | Shipped | “Galbot S1 has been deployed on CATL’s intelligent production lines, performing extended autonomous operations in module and battery pack manufacturing.” | catl.comWeb 20 Oct 2026 |
| Humanoid HMND 01 Alpha Wheeled21 May 2026 | Maker (press release) | Piloting | “HMND 01 robots autonomously transferred boxes from a conveyor to a trolley in Bosch’s dynamic logistics environment in Bühl, Germany” | thehumanoid.aiVendor 20 Oct 2026 |
| Honor Lightning19 Apr 2026 | Independent media | Demonstrated | “The remotely controlled robot, "Lightning," from Honor, which was also the first robot to set off, crossed the finish line first in 48 minutes and 19 seconds.” | 20 Oct 2026 |
| Tesla Optimus29 Jan 2026 | Maker (regulatory filing) | Claimed | “We are also applying our artificial intelligence learnings from self-driving technology to Bots, such as Optimus, a general purpose, autonomous humanoid robot in development.” | sec.govFiling 20 Oct 2026 |
| LG CLOiD4 Jan 2026 | Maker (press release) | Claimed | “LG CLOiD consists of a head unit, torso with two articulated arms and a wheeled base equipped with autonomous navigation.” | lg.comVendor 20 Oct 2026 |
| LimX Dynamics Oli30 Sep 2025 | Maker (press release) | Demonstrated | “Full-Size Humanoid Oli | Fully Autonomous Tennis Ball Picks Up & Tosses” | limxdynamics.comVendor 20 Oct 2026 |
| Figure 012 Mar 2023 | Maker (web page) | Claimed | “The world’s first commercially-viable autonomous humanoid robot” | web.archive.orgVendor 20 Oct 2026 |
Home robots and remote assist
Home humanoids sold on pre-order are where the mode matters most to a buyer. A chore done by a remote operator depends on staffed hours and lets a person outside the household see the home through the robot's cameras. Before ordering, look for three things in the maker's order page or terms: whether any task is done or guided remotely, who the remote operators are and when they work, and whether the household can switch remote access off. Then check the robot's evidence level: a pre-order is not a delivery. The home humanoids page lists the models sold for households with their price basis and status.
How Robopear labels it
Robopear does not grade autonomy from video. Each model's status on the evidence ladder records what was shown and by whom: claimed, demonstrated, piloting, shipped. When a source states the control mode, the record quotes the statement with its link and check date; without a statement, the mode is not disclosed. The evidence for each level is defined in the verification policy, and the field rule is in the methodology.
Sources
- Every statement in the tables links to its source with the date it was checked: maker pages and releases, customer statements, news reports and filings.
- Evidence levels: verification policy. Field rules: methodology.