Ten hours is a decent amount of time, so I'm not too surprised the human won. LLMs don't really tend to improve the longer they get to chew on a problem (often the opposite in fact).
The LLM was probably getting nowhere trying to improve after the first few minutes.
The LLM was probably getting nowhere trying to improve after the first few minutes.