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Performance Potential (PR): What It Shows and What It Can't Predict

Understand PR through a taper and a layoff. Why it can rise without fitness improving, and how to check it against specific preparation and real performance.

JPJuanPaCreator of TrainingForever·November 4, 2026

By JuanPa, creator of TrainingForever · Updated 4 November 2026

A figure called Performance Potential invites you to think about your race time next Sunday. To use it well, you need to know its scope: in TrainingForever it is a combination of two load indices.

PR does not forecast minutes, watts or placing. It can help visualise the mathematical effect of combining training memory with a lower recent load.

The chart that prevents the most dangerous interpretation

AC and PR across three scenarios: build and taper, missed sessions and layoff. During the layoff, PR rises initially while AC falls.
Simulation, not a performance test. The top panel shows end-of-day AC; the bottom panel shows PR at the start of the day. The rise during the layoff is a property of the calculation.

Why it rises during a taper

If Acute Fatigue (FA) falls faster than Chronic Adaptation (AC), the combination that forms PR can increase. That is consistent with a taper intended to reduce recent load after adequate preparation.

But the curve only knows Total Load (CT). It does not know whether technique, specific intensity or confidence have been maintained, or whether the athlete is sleeping well or has niggles.

Case: two weeks with less load

In the build scenario, after four weeks Total Load (CT) is reduced from 350 to 210 and 140. PR increases during the taper. The sporting interpretation requires checking that this reduction fits the race and the individual response.

In the layoff scenario, the third and fourth weeks have zero Total Load (CT). Chronic Adaptation (AC) falls from approximately 41 at the end of the second week to 29 at the end of the fourth; even so, PR at the start of the last day of that fourth week is around 54.

There is no contradiction: the fast filter has dropped much further than the slow one. It would be a mistake to translate that 54 into a demonstrated improvement in fitness.

How to back PR up with evidence

Add this informationWhat it helps to check
Recent key sessionsWhether specific preparation is being maintained
Comparable Best EffortsWhat performance has been observed
RPE and how it feelsHow the training is being experienced
Reason for the load reductionWhether it is a taper, lack of time or a break

An athlete with a lower PR can perform better than one with a higher PR. Even within the same person, the number does not replace a sporting assessment.

Optional calculation

PR_today = 2 × AC_yesterday − FA_yesterday = AC_yesterday + DC_today.

It is not a 0 to 100 scale or a percentage of preparation. It can take negative values. It also refers to the start of the day: using end-of-day AC to reconstruct it would produce a different temporal comparison.

The constants belong to the product; the model has not been calibrated here against each user's race times.

What use can it have for the coach

It serves as visual support when reviewing build and taper, provided its dependence on AC and FA is explained. Peaking is judged by the preparation and the response it achieves, not by maximising this index.

A useful way to communicate it would be: "Recent load is coming down. Let's check whether that lets you express the work you've already done."

What this explanation is based on

The references support concepts and limits. The numerical examples on this page are educational; they are not results from those studies.

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JP
Written by
JuanPa

Creator of TrainingForever.

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