I can't say what my success ratio with Touch ID was, but I know I regularly had to use my PIN--which I remembered instantly.Whatever works for you. Touch ID works for me 8 times out of 10. Nothing is perfect and that ratio is good enough for me.
With Face ID I find myself needing to use my PIN less often; to the point I have to consciously think about my PIN.
Mike