Yes it is more expensive. “The median cost of medical school attendance, including living expenses, was $60,945 a year for public medical school and $82,278 for private medical school.”

https://www.nytimes.com/2018/08/16/nyregion/nyu-free-tuition...

Effectively all PhD’s in hard sciences are fully funded including a (small but livable) stipend for expenses.