Are licensed Ford/Mercedes ride-ons actually higher quality than generic ones?

Specialist communities consistently note that most Amazon-channel 24V ride-ons — licensed or not — share the same underlying motors, controllers, and plastic axles, with branding being the main differentiator. The licensed body styling looks more realistic, but durability is roughly comparable across the category.