Is the expression "most number of participants" correct?

Solution 1:

I have never heard "most number of participants". "Most" means "the largest number" so I think it's incorrect to use it this way.

"The highest number of participants" is not grammatically wrong, but again it sounds awkward to me. You can use "the largest number of participants" or "the greatest number of participants".