Have 4.5K in SPY, should I sell and buy VOO?

Hello, I'm pretty new to investing, recently I learned that VOO has a cheaper expense ratio (not quite sure what that even means) than SPY, I've been holding SPY for 2 years now and I'm down $300, should I move my investments into VOO? Or is it too late and should just invest future stocks into VOO? Thanks.