I'll be the first to admit that my knowledge on muscle mechanics is limited because of my lack of effort. However, I can attest to the use of biceps in both pushups and bench.
When my tendonitis flares up, I lose 5-15lbs on my bench. Rather frustrating too because I can never plan for it.