My take... Both styles look for patterns. Discretionary trading... - can not handle a large number of transactions at the same time - has to win emotions - risk of human error - slower execution + can deal with unexpected conditions and new variables immediately + adapts faster + doesn't need to be programmed (no risk of programming error, no development time and related costs) Mechanical trading... The opposite of the above.