Figure's 3.5 Billion Nscale GPU Deal Prices Compute Into Every Humanoid Roadmap
Figure AI's 3 September partnership with Nscale commits up to 100,000 NVIDIA Vera Rubin GPUs starting in 2027, signaling that humanoid scaling is now a capital allocation problem tied to training data velocity.
What changed
On 3 September 2026, Figure AI announced a strategic partnership with compute provider Nscale to deploy up to 100,000 NVIDIA Vera Rubin GPUs, with initial deployment targeted for the second half of 2027 in Barstow, Texas. The deal includes an initial 3.5 billion dollar compute commitment with intent to scale beyond 6 billion dollars. Nscale will invest in Figure and become its preferred compute provider for Helix model training.
Figure tied the announcement to Index, its humanoid dataset effort generating 35 minutes of training data every second, and stated that Helix improves with more data and compute. NVIDIA CEO Jensen Huang framed the arrangement as a physical AI flywheel linking cloud training, Isaac Sim validation, and on robot deployment.
Why it matters
Humanoid headlines focus on walking demos, but Figure's disclosure makes compute contracts a gating item as visible as actuator supply. Buyers comparing Figure, Agility, Boston Dynamics, and XPeng should ask vendors not only for unit counts but for committed GPU hours and dataset growth curves backing promised generalization.
Who is affected
Automotive OEMs investing in embodied AI second curves, logistics operators piloting humanoids, and infrastructure investors underwriting AI cloud capacity in Texas and beyond.
What to do next
Add a compute runway line item to any 2027 humanoid business case: tie expected task success improvements to stated training data rates and contracted GPU tranches, not marketing videos alone.
What to watch
Whether Nscale delivers Vera Rubin capacity on the 2027 timeline and whether Figure publishes Helix benchmark deltas correlated with Index dataset scale.
Sources
- Primary. Figure AI, Figure and Nscale Sign Strategic Partnership For Up to 100,000 GPUs on the NVIDIA Vera Rubin Platform (3 September 2026). Dollar commitments, GPU count, Index data rate.
- Secondary. PR Newswire, Nscale and Figure Sign Strategic Partnership to Power the Next Generation of Physical AI (3 September 2026). Corroborates terms and investment structure.