> The only thing that tail recursion changes is how much memory an operation will take.

Tail recursion specifically changes whether a compiler can optimize away the stack, which means your out of memory will come from lack of memory for a stack. Whether the stack is allowed to use all memory is a decision beyond your control in a language that runs in a browser.