Twenty ways a workout refuses to be three numbers
Most gym apps assume a workout is sets, reps and weight. Here are twenty real workout types that break that assumption, ending with partner workouts, which break it worst.
Notes from building a training-intelligence product for CrossFit and hybrid athletes.
Most gym apps assume a workout is sets, reps and weight. Here are twenty real workout types that break that assumption, ending with partner workouts, which break it worst.
BTWB is the standard in CrossFit tracking and it earned that. Four things work differently in PRzilla, and most follow from how BTWB is built rather than from anything it overlooked.
An honest comparison from the people who make one of them. SugarWOD is a gym app. PRzilla is a training record. The difference shows up in how each one stores a scaled workout.
Three quarters of CrossFit benchmarks are scored by time. Five are scored by time where longer is better. The catalog says more about scoring than any single workout does.
Open all four 2026 CrossFit Community Cup workouts, move between them from any workout page, and find the complete 2025 set in PRzilla.
One wrong CrossFit benchmark result led to an audit of roughly 50 ladders, 30 corrections, and a useful lesson about generated reference data.
Our parser scored well against Fran, Grace, and Helen. Those scores measured name recognition. Un-named workouts exposed errors that tripled a workout's volume.
PRzilla turns Rx benchmark results into a current estimate, then gives recent consistency more influence as your training history grows.
A high-rep barbell block belongs in your training history, but pacing, fatigue, and unknown rest make it poor evidence for a one-rep max.
A time-capped WOD asks two different questions: how much work a capped athlete completed, and how fast a finisher completed all of it.