Adblocking is great, uBlock in particular, on Firefox based browsers.
But changing browser and device will not protect you from fingerprinting, it can even make it more unique and identifiable.
Technologies such as JavaScript greatly facilitate fingerprinting.
Tor Browser will resist to the greatest extent, but not 100%.
You can test here how unique your device is https://browserleaks.com/