ChatGPT uses GPT-3.5, which is a pre-trained model. Google uses pertained models. Facebook created a pre-trained model recently.

If these models satisfy their needs it will definitely satisfy yours. Unless if you are going beyond a kind of problem that hasn't been tackled before, a pre-trained model will save you so much time training and require a lot less data to get it to converge and actually be useful.