This is not my experience. On my MacBook Pro it is slow and tends to cause system lockups on a regular basis. Everytime there is a new announcement about how the new Firefox has improved performance and stability I give it a try and each time am disappointed.
On my phone the Firefox browser is almost unusably slow and slow enough that it can't replace Chrome. Mozilla has released other mobile browsers which perform faster but they lack the features I need in my browser.