Toyota is mounting a broad robotics push that includes a $6.4 billion annual plan to deploy 400,000 factory robots and a spinoff called Walden, positioning the world's largest automaker by volume against Tesla's Optimus program and China's fast-growing humanoid sector2,4.
The Financial Times published the framing piece on October 25, 2026, casting the effort as a three-way contest. Aggregator coverage on October 26 from multiple outlets echoed the competitive framing1,3.
Two decades of research, thin production detail
Toyota's documented humanoid record centers on T-HR3, a third-generation humanoid robot revealed on November 21, 2017. Toyota's UK media site lists T-HR3 at 1,540 mm tall with 32 body joints, operated via a Master Maneuvering System that mirrors the operator's movements and returns force feedback through wearable controls and a head-mounted display. The human operator can reportedly be up to 100 km away.
Toyota Research Institute announced a research tie-up with Boston Dynamics on August 20, 2025, involving the Atlas platform and a Large Behavior Model. The institute has built much of its program around the idea that human guidance can become training data for robots, and Toyota's Frontier Research Center is researching AI-based control approaches for bringing humanoid robots into practical use. Published work includes reinforcement-learning research on basketball dribbling and walking.
Despite the scope of the announcement, Toyota has not published a price, production volume, or commercial launch date for a humanoid robot. Reports claiming Toyota will deploy 150,000 robots in its own factories and 250,000 more at supplier plants are not confirmed by the Toyota sources reviewed in the coverage; the roughly 400,000 figure appears to describe a wider factory automation upgrade, not a count of new humanoids. Some reports reference a learning robot called ELEY, but Toyota sources reviewed do not confirm that as an official humanoid program name. Toyota has not confirmed a pilot deployment on a Toyota production line with measurable cycle-time results.
The competitive field
On the Tesla side, Optimus production started on Fremont lines in October 2026, with mass production at Tesla's Texas facility targeted for the third quarter of 2027. Chinese manufacturers, including Unitree, UBTech, and AgiBot, accounted for more than 97% of global humanoid shipments in the first half of 2026, shipping about 19,100 units.
ANALYSIS The gap between Toyota's confirmed humanoid hardware, essentially one teleoperated research platform from 2017, and the $6.4 billion factory-robot deployment figure underscores how much of the competitive narrative rests on Toyota's broader automation ambitions rather than a humanoid-specific production plan. The 97% Chinese share of humanoid shipments and Tesla's own early-stage Optimus ramp mean Toyota enters a market where volume production remains concentrated in China and where Western competitors have yet to ship at scale.
Agility Robotics, meanwhile, disclosed on October 26 a pipeline of more than 30 prospective customers for its Digit humanoid, including an expansion of GXO Logistics warehouse deployments[1].