The physical bike simulator/calculator that I developed

Here is the Mount Lemmon segment. Pretty neat.

I think it would be more accurate if:

  1. I trained more consistently so it had more useful data in the last 12 weeks which it pulls from.
    or
  2. It pulled data from at least 1 year of rider info, ideally more, and weighted it according to how proximal it is to today.

If you do the number 2 option above, you’ll easily have the most powerful predictor tool on the market. I’d be happy to provide input if you’re interested in having a physiology brain comment on the adequacy of your algos.