The calculators and computational physical estimations published on The Lab at The Instant represent personal estimations and mathematical modeling based on general athletic principles. They do not constitute professional medical, biological, or physiological training advice of any kind. Use of custom gear planner calculations or load distribution metrics generated by these tools is entirely at your own risk. Always consult a qualified coach, trainer, and/or sports medical doctor before implementing bike loading modifications.