31/10/2026
When two training-load metrics agree, are they measuring the same thing, or just the same clock?
A methodology review published this year in IJSNEM (Bossi, Matta, Lima & Bara-Filho, 2026) walks through one cyclist's 76 sessions and three common load metrics: TSS from power, Edwards' TRIMP from heart rate, and session RPE (how hard it felt × minutes).
On the raw numbers they look interchangeable: session RPE predicts TSS with R² 0.82. Then the authors remove session duration from both sides. What is left: session RPE vs TSS, r = 0.59. TRIMP vs TSS, 0.29. Session RPE vs TRIMP, 0.22. Most of the apparent agreement was the shared clock: a long session scores high on every metric.
It is one athlete, and the authors say plainly that the equations don't generalise. The method does: before you trust two load numbers because they agree, take duration out. But this may go much deeper - today we trust many of the load matrix because one is correlated to the other, going back to Banister TRIMP from the 1970’s. But if the correlation is based on the underlaying distance, what does it say about the actual load?
This is the problem that STRSS™, the stress marker we are developing at EnduCloud, come to solve. Load is the work you did; every minute adds to it. Stress is how close that work took you to your limit. STRSS is designed to measure the second:
• 100 means a maximal effort for you, whether it lasted 5 minutes or 3 hours. Above 100, you went past your own curve.
• A long easy session stays well under 100, however many hours it ran.
• The same effort scores the same from power, pace or heart rate, in any endurance sport.
• It is anchored to each athlete's own capacity curve, not to a 60-minute convention.
To be clear about where we are: the version in the app today gets part of the way. It is individual to each athlete and agrees across power, pace and heart rate, but long easy sessions still add up more than they should. Closing that gap is the next version, and this paper gives us part of the test. Our own check of heart-rate vs power agreement is inflated by shared duration too, so we will judge the next version with duration taken out.