Hi Ren,
The pre-driver, driver and output transistors in the 500W inverter project are designed to switch fully-on then fully off so they don't get too hot.
If you make a 500W sine-wave inverter with any kind of sine-wave oscillator feeding a 500W audio power amplifier that drives a big step-up...