Hurt is like the word 痛 or 疼 or 伤
You would use "it hurts" in response to a question like:
哪里痛?
Where does "it hurt" ?
我头疼
My head hurts.
In your example sentence:
"It hurts at first, but then you hit a certain point, I feel like I could go forever."
This sentence might be talking about running (赛跑) or biking ( 骑自行车) where "it hurts" because it is difficult (难) at first but over time you learn and get better (学会, 学习) and it becomes easy (简单).