Toyota Goes Factory-First in the $6.4 Billion Humanoid Race

Toyota Goes Factory-First in the $6.4 Billion Humanoid Race

A $6.4 billion-a-year automation plan takes shape

Toyota is turning two decades of robotics research into a formal business. According to the Financial Times, the world's largest automaker is finalizing a factory automation program worth about $6.4 billion a year, built around roughly 400,000 robots to be deployed across Toyota, its group companies and suppliers starting in 2028. About 250,000 of those machines are earmarked for group companies and suppliers, and a dedicated robotics team is being set up under the chief production officer.

The pitch: from carmaker to robotics giant

Toyota executives have spent recent months selling the strategy to global investors: modernize the production line to meet Chinese competition and diversify beyond the car business, with the stated ambition of becoming a global leader in robotics. It is the first time Toyota has elevated robots from a laboratory project to a group-level commercial plan.

The lineage: T-HR3, a basketball dunker and a $1.1 billion spinout

Toyota's humanoid history starts with the T-HR3, documented in November 2017. In April this year the company showed off its AI-powered Cue7 basketball robot at Toyota Arena Tokyo, dribbling and sinking shots before a live crowd. Then in July, Walden Robotics, a spinout of the Toyota Research Institute, emerged from stealth with $300 million in funding at a $1.1 billion valuation. Its wheeled semi-humanoid robots are already working inside Toyota plants in North America — the factory-first strategy in miniature.

Rivals are already moving: Tesla, Xpeng and Hyundai

Nobody is waiting for Toyota. On October 21 Tesla told shareholders in its third-quarter letter that Optimus humanoids coming off its Fremont, California lines are "the first production-quality bots that we have manufactured," built in floor space once used for the Model S and Model X. The milestone landed alongside a 43% drop in quarterly net income. Elon Musk called it early production with a slow, bumpy ramp, while holding to a target of 20,000 Optimus units a week by the end of 2027. In China, Xpeng commissioned an IRON humanoid production line in Guangzhou on September 8, 2026, targeting mass production by the end of the year and deliveries in 2027, after its robotics arm raised $900 million from investors including Tencent and Alibaba. Hyundai, meanwhile, is phasing Boston Dynamics' Atlas into parts-sequencing work at its Georgia plant from 2028, expanding into assembly from 2030.

Wall Street's math: 3 to 8 percent of a huge market

Goldman Sachs analysts estimate Toyota could capture 3 to 8 percent of the global humanoid market by 2035 — equivalent to 190,000 to 540,000 units a year — on the strength of its engineering and mass-production experience. That is an analyst projection, not a Toyota commitment. Two cautions apply: the 400,000 figure covers robots of all kinds, not humanoids alone, and Toyota has disclosed no humanoid production volume, price or launch date.

What decides the first lap: volume and unit cost

The industry has moved past the question of whether robots can walk to the question of what each part they handle costs. Toyota's bet is that proving robots inside its own factories first is the shortest path to a real business. Whether Walden's machines hold steady shifts in North America, whether Tesla's Optimus Academy closes its data gap, and whether Xpeng's Guangzhou line hits mass production on schedule will decide the early order of this three-way race.