Earlier quoted context omitted.
As much as people bemoan the complexity of Webpack, it's far superior to the (IMO) spaghetti code of gulp that inevitably results. I'll choose Webpack and npm scripts every time.
Today, I would probably choose something higher level than meddling around with Webpack directly.
It's how I start every project. I can always move to Webpack if I need more customization and complexity.