What is a reaction time test?
A reaction time test measures the delay between a signal appearing and your response, in milliseconds. Simple reaction time uses one signal and one response; choice reaction time adds several possible signals, each with its own response.
Simple reaction
Every doubling of choices adds the same delay
William Hick found that reaction time grows with the logarithm of the number of equally likely options. Going from 1 to 2 choices costs as much as going from 3 to 7. That's why your choice round was slower than the simple one.