Fourier Intelligence GR-1vsUBTECH Walker S2
Side-by-side comparison of Fourier Intelligence GR-1 and UBTECH Walker S2: specs, price, use cases and SDKs.

GR-1
Open-platform humanoid for research + light industrial pilots

Walker S2
Swappable-battery industrial humanoid
Specifications
| Spec | GR-1 | Walker S2 |
|---|---|---|
| Price (USD) | $150,000 | $40,000 |
| Category | humanoid | humanoid |
| Payload | 50 kg | 15 kg |
| Runtime | 2 h | 4 h |
| Speed | 1.4 m/s | — |
| Weight | 55 kg | 95 kg |
| Degrees of Freedom | 40 | — |
| Battery | Li-ion swap | — |
- University research
- Light manufacturing pilots
- Rehabilitation R&D
- Robotic hand teleoperation studies
- Factory automation
- Logistics
- Industrial pilots
When to pick which
Choose the Fourier Intelligence GR-1 for university robotics labs or advanced R&D centers focusing on heavy-lifting teleoperation or complex manipulation. With a 50kg payload capacity—over triple that of the Walker S2—it is the necessary choice for tasks involving moving heavy components in a pilot manufacturing line. Its 40 degrees of freedom and support for ROS2 and the Fourier OpenAI Stack make it superior for developers needing deep software integration and high-fidelity control for rehabilitation studies or dexterous hand research. The higher price point is justified by its significant strength-to-weight ratio and open-platform flexibility for high-complexity research environments.
Select the UBTECH Walker S2 for large-scale logistics deployments or factory automation pilots where cost-per-unit and operational uptime are the primary constraints. At $40,000, it allows for a significantly larger fleet deployment compared to the GR-1 within the same budget. The 4-hour runtime, double that of the Fourier model, ensures longer operational shifts on the factory floor with fewer interruptions for battery management. While it offers a lower 15kg payload, its heavier 95kg build provides the stability required for consistent industrial transport tasks. It is the pragmatic choice for logistics managers prioritizing ROI and continuous operation.
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