My understanding is that 100psi should be sufficient and that the only other spec that really matters is HP (where HP is related to the time it would take to reach a certain PSI).
I went to Home Depot and saw an air compressor with the following spec:

Is this sufficient to compress the air in my 2.5g pressure pot to ~50psi?