The economics of Figure AI’s BMW rollout versus Tesla Optimus

Figure AI deployment at BMW versus Tesla production scale

Figure 02 robots supported the production of 30,000 BMW X3 vehicles at the Spartanburg, South Carolina plant during an 11-month deployment. These machines moved 90,000 components and logged 1,250 hours of work during 10-hour shifts. Figure 02 loaded sheet metal parts into welding machines with millimeter precision and met cycle time targets of 84 seconds per task. Founder Brett Adcock assembled a team with expertise from Boston Dynamics, Tesla, Google DeepMind, and Apple to build these systems. Figure AI reached a $39 billion valuation after a $1 billion Series C round in September 2025, with total capital raised reaching $1.9 to $2.34 billion. The company plans to scale its BotQ facility to produce 12,000 robots annually, with a long-term goal of 100,000 robots over four years. Figure 03, which was named the TIME Best Invention of 2025, was launched in October 2025 and uses die-cast components, soft textile coverings, and wireless charging. Figure AI also invests heavily in data, spending $1 billion on computing and data while paying contributors $15 million for 16 million videos of human tasks. Tesla follows a different path by converting its Fremont factory to produce Optimus robots. Tesla targets 1 million units per year for its Gen 3 model and aspires to 10 million units for Gen 4. Tesla also broke ground on a standalone factory at Giga Texas with a 10-million-per-year capacity. I find Figure’s ability to secure high-value industrial contracts with BMW more concrete than Tesla’s internal scaling.

Component costs and the actuator problem

Actuation costs dominate the bill of materials for all humanoid platforms. A Morgan Stanley teardown of the Tesla Optimus Gen 2 shows that legs cost $21,000, which is 38.6% of the $55,000 build. The hands cost $9,500, or 17.2% of the total. High-torque actuators for hip and knee joints cost $500 to $2,000 each at low volumes. Figure 02 uses custom all-rotary cycloidal reduction drives across its primary joints to handle shock loads. Tesla uses a hybrid architecture with rotary drives and planetary roller screws to maximize mechanical leverage. Tesla’s decision to design custom actuators in-house targets the largest cost lever in humanoid production, where moving parts account for 70% of the build and actuators specifically dominate the bill of materials. At a target of 1 million units, these could drop to $100 to $300 each, providing a savings of up to $25,000 per robot. Figure 02 uses 16 degrees of freedom in its hand with palm-integrated micro-actuation, whereas Optimus scales toward a 22-degree of freedom layout driven by forearm-mounted motors. This difference helps Optimus maintain a 13 kg structural weight advantage over Figure’s 70 kg build. Figure 02 uses six perimeter RGB-D cameras for its Helix VLA model, but Tesla uses head-mounted pure vision cameras and Tesla AI5 hardware.

Calculating the payback period for factory automation

A robot that replaces a human worker creates massive savings when the unit cost is low. A US manufacturing worker has a loaded cost of $95,000 to $160,000 annually. This includes an $80,000 base wage, $40,000 for benefits, $24,000 for overhead, and $12,000 for payroll taxes. Benefits include $7,500 to $23,000 for health insurance, $1,800 to $4,500 for retirement, and $1,500 to $4,000 for workers’ compensation. US manufacturing turnover averages 39% per year, and replacing workers costs 30% to 200% of their salary. At current price levels, a humanoid robot can replace two shift workers and pay for itself in 12 to 18 months. For single-shift operations, payback can be 1.9 months. Tesla targets an Optimus price of $20,000 to $30,000 at scale. At a $25,000 price point, Optimus achieves a payback period of 3.3 months against a $110,000 worker. I would skip any robot that cannot hit these efficiency targets. You should look at the effective hourly cost instead of the sticker price. Optimus targets an effective cost of $0.51 per hour, while a human costs $46.30 per hour. However, Musk admitted that current Optimus units are not doing useful work yet.

How will Tesla maintain its margin if the supply chain ramp remains slow? Tesla expects full-year 2026 CapEx to exceed $25 billion.