Electric is often chosen simply to meet emission air quality targets, or noise restrictions, but becomes very costly when grid power is not available and onsite generators must be installed to power them.
Gas turbines can run off the fuel gas pipeline without need to connect anything to the electric grid, so no long power lines, or substations are required. If no grid is nearby, gen sets can be much smaller, since no driver power is needed.
Grid power is typically very reliable. You might need three gas turbines to achieve the same reliability.
--Einstein gave the same test to students every year. When asked why he would do something like that, "Because the answers had changed."