DEMO ONLY
Toyota’s widely quoted figure of roughly $6.4 billion a year is not a humanoid budget. Reuters reports it is an estimate for modernising factories with about 400,000 robots of all kinds from 2028, and Toyota has not committed to spending it. Meanwhile, the humanoids Toyota and Honda have shown publicly are still demos and tests, not production deployments.
What we know
Reuters, reporting from Tokyo on September 18, 2026, says Toyota estimates it could cost 1 trillion yen a year from 2028 to modernise its factories as it accelerates automation and robotics. That converts to about $6.4 billion at 157.18 yen per dollar.
The number behind the number matters more. According to Reuters, the estimate covers about 400,000 robots across Toyota factories, group companies and major suppliers. It includes both humanoid and conventional industrial machines, as replacements and as new installations. So the $6.4 billion is a factory automation figure. Humanoids are one slice of an undisclosed size.
Automotive World, reporting Toyota statements, breaks the 400,000 down: 150,000 at Toyota’s own plants and 250,000 across group company facilities. Executive Vice President Hiroki Nakajima said robots should coexist with humans rather than replace them.
This is also a planning estimate, not a budget. Per Reuters, as relayed by Manufacturing Magazine, Toyota described the figure without saying whether it would definitely happen or for how many years.
Toyota is unusually frank about the hard parts. As reported by AI News, Toyota says long-duration reliability, repeatable positioning accuracy and robot-learning data infrastructure still need work, and it plans to test its ELEY robot under conditions closer to real production sites. At a September investor briefing at Toyota’s European HQ, ELEY folded T-shirts. That is a respectable manipulation demo. It is not a car plant workload.
Two popular framings do not survive the reporting. GuruFocus wrote on October 26, 2026 that Toyota would deploy up to 400,000 robots “by 2028.” Reuters and Automotive World both describe a multi-year need starting from 2028, not a deadline.
Honda’s Avatar Robot, shown at CEATEC 2026 (October 13 to 16), is not proof of autonomous humanoid workers. It is a remotely operated robot controlled by a human, with AI only assisting in translating the operator’s movements. Honda’s own description confirms this: it is AI-supported remote control, with autonomy a future aim. MONOist and Ubergizmo’s booth reporting match that. A human was operating it.
What we don’t know yet
How many of the 400,000 robots are humanoids. Neither Reuters nor Automotive World gives a split, so there is no basis for any humanoid dollar figure.
What tasks humanoids actually do on a line. We found no official Toyota or Honda data on production throughput, uptime, safety certification, unit cost or the number of humanoids deployed. Public evidence consists of trade-show appearances, briefing demos and reports of “testing.”
When Honda expects practical use. MONOist says Honda targets 2030 for the Avatar technology. GuruFocus says early 2030s for Honda humanoids, but GuruFocus has other errors in its coverage, so we treat the date as unresolved.
We also could not verify a “Toyota 97% gap” claim circulating in a tech-insider.org headline, so we are not repeating it as fact.
What it means
Read the Toyota number as a signal about automation in general. A carmaker estimating 400,000 robots across its supply base is a big industrial story on its own, and most of those machines will likely be the conventional arms and handling systems the industry already knows how to run, though Toyota has not published the mix.
For humanoids specifically, the evidence supports “serious research program,” not “deployment.” Toyota has been building that program for a while: its Toyota Research Institute began a joint research partnership with Boston Dynamics in October 2024, which produced the Atlas Large Behavior Model demo in August 2025. Hyundai, for comparison, plans humanoids at its Georgia plant from 2028, per Reuters-syndicated reporting.
The tell to watch is boring data. When Toyota or Honda publishes cycle times, uptime hours and headcount of humanoids on a live line, testing will have become deployment. Toyota’s own list of unsolved problems, reliability and repeatable accuracy chief among them, suggests that day has not arrived.
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