The capacitor landscape offers several different technologies each with its own benefits. The main selection parameters for capacitors are amongst others capacitance, operating voltage, supported temperature range, current, and parasitic.
However, if space requirements are tough, special PCB material like IMS is used, or fast switching wide bandgap (WBG) semiconductors are driven, the decision is quickly moving towards ceramic capacitors as SMD components which are supporting many of the above-mentioned parameter.