QRP vs 20 Watts - What is the Practical Difference?

Here's an experiment I've been wanting to try for a while now...running one hour in a contest at 5 watts, and the next hour at 20 watts. Is running QRP really a huge disadvantage? Is it worth lugging a higher powered transceiver and associated larger power supply to an HF Portable location? Let's find out.