To answer your question: I would get whichever Sennheiser ‘phones you can afford.
I suspect, however, it’s the treatment that’s causing the problem. Maybe the cable is getting flexed/fatigued? If you ride with them plugged into your phone, and the phone is in your pocket, then you may be constantly flexing the cable. Maybe the other thing to do is to carefully consider the way you carry/use them.