Fight Lab
Fight Lab: turning training-room work into usable evidence
Timers, pace work, and field tests become useful when the protocol remains attached to the result.
This article provides general performance-education information. It is not medical advice, diagnosis, treatment, or clearance to train or compete.
Evidence needs context
A result without a protocol is difficult to compare. Round duration, rest interval, pace target, environment, and test method affect what a number means. Fight Lab keeps those details close to the output.
Different tools, different questions
Timers record work and rest structure. Pace tools provide rhythm cues. Field protocols such as the Cooper 12-minute run can estimate aerobic capacity, but estimates depend on population, protocol, and conditions and are not direct laboratory measurements.
Build comparable receipts
Consistency matters more than novelty: use the same protocol, preserve conditions where practical, and compare like with like. Atlas PI calls these outputs performance receipts because they document completed work without claiming that one test defines the athlete.
Key takeaways
- Attach the protocol to every result.
- Treat field tests as estimates.
- Compare consistent sessions, not isolated numbers.