Fourier Intelligence GR-3vsMagicLab MagicDog-W
Fourier Intelligence GR-3 leads on 6 of 7 dimensions — strongest on deployment readiness.
GR-3
4 wins
MagicDog-W
0 wins
Category breakdown
Deploy & operate
Readiness, uptime, navigation & connectivity
- 72Deployment readiness35
- 60Maintenance confidence60
- Vision-led navigation (estimated)NavigationVision-led navigation (estimated)
- Wi-Fi / cloud fleet management (estimated)ConnectivityWi-Fi / cloud fleet management (estimated)
Cost & ROI
Price accessibility and ROI clarity
- 49Price accessibility30
- 58ROI clarity25
Capability
Payload, speed, runtime & labor replacement
- 45Labor replacement30
- 71 kg total weight; no single-arm lifting capacity disclosedPayload10 kg maximum
- 5 km/hSpeed3.0 m/s top speed
- 3 hours per charge; dual hot-swappable batteries enable 6 hours continuous operationBattery2 to 4 hours nominal endurance
Fit & future
Environment fit, footprint & long-term upside
- 78Environment fit50
- 75Future potential70
- Height 165 cm; width and depth not disclosedFootprint—
GR-3 · Best for
Senior living communities: companionship, fall monitoring, medication reminders via natural voice.
MagicDog-W · Best for
University robotics labs testing hybrid wheel-leg locomotion and AI-guided navigation
Final judgment
If immediate deployment is the priority, choose GR-3. If the goal is to be ready when MagicDog-W's capabilities mature, track it.

