Material Advantages are the easiest to recognize and quantify. Having a material advantage means that you have captured more material or more valuable material from your opponent. If white trades a knight for a rook, then white is considered to have a material advantage.
However, having a material advantage (or any other advantage) does not necessarily qualify you as being “better”. You can be down considerable amounts of material and be positionally winning with a forced checkmate sequence.