I rarely ever play the same rhythm as the kick drum. We play similar rhythms, not identical. The drums are a rhythmic instrument primarily, the bass is a harmonic instrument primarily. They complement each other.
IME bass can primarily be either... or both. Many consider it a bridge between rhythm and harmony. I agree.
, but I've listened to their first one.)