Figure AI Inks $3.5B Nscale Compute Deal: Training Helix Physical AI on 100K Nvidia GPUs
A deep dive into Figure AI's $3.5 billion infrastructure partnership with Nscale to train the Helix embodied AI model on 100,000 Nvidia Vera Rubin GPUs. Explore the shift toward end-to-end Vision-Language-Action robotics models.
# Figure AI Inks $3.5B Nscale Compute Deal: Training Helix Physical AI on 100K Nvidia GPUs
On August 31, 2026, humanoid robotics pioneer Figure AI announced a landmark $3.5 billion compute partnership with Nscale (scalable up to $6+ billion), securing access to 100,000 next-generation NVIDIA Vera Rubin GPUs.
This unprecedented compute allocation is dedicated entirely to training Helix, Figure AI's proprietary Vision-Language-Action (VLA) foundation model for humanoid robotics.
---
Key Takeaways
- $3.5B - $6B Compute Deal: The largest dedicated infrastructure investment by an embodied AI startup in history.
- Helix Physical AI Foundation Model: Trained across 100,000 GPUs using teleoperation data from the Index project and simulation environments.
- End-to-End Visuomotor Policies: Replaces modular motion planners with a unified autoregressive Transformer predicting continuous joint trajectories.
- Figure 03 Commercial Rollout: Accelerates 24/7 autonomous humanoid operations in automotive manufacturing by early 2027.
---
Embodied AI Compute Comparison Matrix
| Metric / Architecture | Figure AI Helix (Physical AI) | OpenAI GPT-6 (Reasoning LLM) | Autonomous Driving (FSD v14) | | :--- | :--- | :--- | :--- | | Primary Data Source | High-Precision Teleop + Real Physics | Web Crawl / Synthetics / Code | In-Car Surround Video | | Control Loop Frequency | 20Hz - 100Hz (Millisecond Scale) | Asynchronous Request | 10Hz - 36Hz | | Physical Common Sense | Essential (3D Dynamics & Friction) | Text-Level Approximation | High (2D/3D Road Topology) | | Target GPU Cluster | 100,000 NVIDIA GPUs | Hyperscale Datacenters | Large-Scale Clusters |
---
Premium AI Accounts & Subscriptions
- 🚀 [ChatGPT Pro 5X Official Recharge (¥860)](/en/products/chatgpt-pro-5x): 5x official quota with full o1/GPT-6 reasoning power and instant delivery.
- 👑 [ChatGPT Pro 20X Flagship Code (¥1400)](/en/products/chatgpt-pro-20x): Uncapped compute power for enterprise development.
- âš¡ [Gemini Pro Official Recharge](/en/products/gemini-pro-direct): Includes official card binding for Google's 2M token flagship model.
- 🔥 [Grok-Super 3 Months Pass](/en/products/grok-super-90d): xAI supercomputing power with real-time web access.