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 advanced R&D environments, such as university robotics labs or medical rehabilitation centers, where high-fidelity manipulation and open-source integration are paramount. With 40 degrees of freedom and a robust 50kg payload capacity, the GR-1 is ideal for teleoperation studies involving heavy lifting or complex prosthetic testing. Its support for ROS2 and Python SDKs makes it the superior choice for researchers developing custom AI models or proprietary control stacks. If your deployment requires a lightweight chassis for safe human-robot interaction during pilot studies, the GR-1’s 55kg frame offers a better power-to-weight ratio than the Walker S2.
Select the UBTECH Walker S2 for large-scale industrial pilots in factory automation or logistics where cost-per-unit and operational uptime are critical. At $40,000—nearly a quarter of the price of the GR-1—the Walker S2 allows for the deployment of small fleets rather than single units. Its 4-hour runtime ensures longer shifts on the factory floor, minimizing downtime for battery swaps. While it has a lower payload capacity of 15kg, its 95kg build provides the stability needed for repetitive material handling tasks in structured environments. Choose this model if your primary constraint is budget-to-scale for long-duration industrial monitoring or light assembly.
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