Gas turbines are the ones that ramp the fastest and are used to handle dynamic peaky loads. Nuclear/coal are generally used as the baseline power because they're more efficient.
Fastest is a coal/Gas/Oil fired Steam Turbine driven power station sitting at full pressure sitting as spinning reserve