Your recovery is green this morning. Good. Now tell me one thing it knows about today.
This weekend I watched "Anatomy of a GOAT", the documentary about Tadej Pogačar. The title is right. He is the greatest rider I have seen, and I've raced against some of the others on that list. Twenty minutes in they put his Whoop on the screen to show it. Resting heart rate. HRV around 100. A sleep score. Then the power zones.
The power zones are the only thing on that screen that belongs to him. Those are exceptional, and I believe them, even if nobody can tell you how accurate they are. Everything else on that screen could be anyone's.
An HRV of 100 is a good night. It is not a Tour winner. I've had riders on my program with an HRV over 200 who never got near the top of the sport. My own resting heart rate at night goes down to 30. Pogačar's heart rate, his HRV and his sleep score are good numbers. Half the WorldTour has them.
The numbers didn't do him justice. What makes him the greatest is exactly the part a wristband can't see. The same wristband is on your arm, so here is what it can't see on you either.
The tracker replaced the thing it was supposed to measure
I was a reductionist for most of my career. Watts, heart rate, weight, every number I could get my hands on. So I know exactly what the people behind that screen want, and it isn't stupid. A number about one part is useful. I still use trackers with my riders, in moments, for one question at a time.
The problem is what the number replaced. It replaced the foundation: feeling how you slept, feeling when the training is too much, feeling how much to eat and when to stop, how much to rest, what mood you're in, what you're carrying. That was your equipment before the strap. Now the strap tells you, and you stop asking. You outsourced the one instrument you can't buy.
Here's what happens to a body that stops asking. A muscle that's always on stops being reported; the brain files the constant signal as noise. Do that with the whole body and the whole body goes silent. The rider becomes a machine. And a machine progresses fast, because it doesn't feel the cost: it trains more, hurts less, follows the number, recovers on schedule. For a few years that's a massive advantage. It takes him very close to the top.
Then the same thing turns on him. He can't feel the slow slide into fatigue, because the signal that would tell him is off. He can't read the bunch. He can't come down at night, because coming down is a feeling, and he doesn't have those anymore. And then we expect him to get off the bike and be a person again, warm, social, glad to see his kids. Impossible. The body that was numb on the bike is numb at the dinner table. We built a robot and we're surprised it doesn't hug back.
A tracker measures one part. The race, the recovery and the life at home are decided by how the parts work together, where the body holds its balance and how far it can go and still come back. No sensor reads that. The only instrument that ever did is the one the strap switched off.
What the scores are made of
Sleep. In a 2025 laboratory study, WHOOP 4.0 correctly identified 93.58% of sleep intervals and 40.13% of awake intervals. It correctly classified 61.99% of light sleep, 69.63% of deep sleep and 61.99% of REM intervals. Sleep-stage agreement was κ = 0.37, a chance-corrected statistic, not 37% accuracy. Finding sleep and identifying its stages are different jobs. The study included 40 successful WHOOP 4.0 recordings, one laboratory night per participant.
WHOOP updated its sleep algorithm in 2025. The company reports over 7% better sleep-stage classification and over 3% better sleep-wake detection. That is progress. Its announcement does not provide a new absolute accuracy figure for WHOOP 5.0. These improvement figures cannot be added to the results of an earlier study.
01 · Measurement
Finding sleep.
Missing wakefulness.
2025 laboratory study · WHOOP 4.0 · 40 recordings
Sleep-stage classification
Of the intervals scored as sleep by polysomnography, WHOOP 4.0 correctly identified 93.58% as sleep.
Sleep-stage agreement: Cohen’s κ = 0.37. This statistic is not a percentage.
Nocturnal heart measurements · Separate 2025 ECG study · 13 adults
Resting heart rate288 nights
1.78 bpmMean absolute error
3.00%Mean absolute percentage error
HRV289 nights
4.17 msMean absolute error
8.17%Mean absolute percentage error
Average errors, not guaranteed limits for each reading.
The older results and the 2025 update
Miller et al. (2020) reported 89% sleep-wake agreement, 51% wake detection and 64% four-stage agreement in an earlier validation. Those are historical results.
WHOOP reports over 7% better sleep-stage classification and over 3% better sleep-wake detection after its 2025 algorithm update. These company-reported improvements cannot be added to earlier percentages to calculate a new accuracy.
Heart rate and HRV. The strap's best work, and I'll give it that. In a 2025 ECG comparison with 13 adults, WHOOP 4.0 had a mean absolute error of 1.78 beats per minute for nocturnal resting heart rate and 4.17 milliseconds for HRV. The mean absolute percentage errors were 3.00% and 8.17%, respectively. The WHOOP analysis covered 288 nights for heart rate and 289 for HRV. These are average errors, not a guaranteed error limit for each reading. That is a test of those measurements, on that device. It is not a test of your readiness to race.
Recovery. This is the one people train by, so listen to how it's made. Whoop takes HRV, resting heart rate, breathing and sleep, and compares them to your recent personal baseline. Green is the algorithm's assessment of readiness, built partly on your recent personal baseline. It is a score from those inputs. It is not a direct measurement of your whole body's recovery.
So take a rider sliding into fatigue. He digs himself in over three weeks. His recent baseline moves with him. This is the blind spot I look for: the score compares him with a recent history that already contains fatigue. The reference itself has moved. In a study of elite collegiate swimmers during a heavy training phase, the recovery score had no relationship with their reported stress or recovery. HRV was associated with stress. In the men, the recovery score was also associated with one metabolic measure. Those are different findings, and they matter.
Cleared
The sport ran the same experiment this week, with no strap in it.
A rider crashed on the last lap of a championship. She kept racing. She finished on the podium. Every instrument she had, including her own felt sense, said continue, and all of them were right about her state and wrong about her body, because her state was the most mobilized version of that body it will reach all month. The cast appeared the next morning.
The test was right. The pass became permission. You have your own version and you know it: the session finished on will, the week pushed through because the bloods were normal, the block completed because the watch said recovered.
02 · The decision
The test was right.
The pass became permission.
The measured part
What was measured?
A result for a particular test, at a particular time.
Mine
Tirreno-Adriatico, 2009. I crashed and hit my head. The doctor watched me through the night. The next morning I was on the bike. Six weeks to recover from that one.
China, 2017. I told the doctor I had a concussion. Then I kept racing. I have no memory of the last thirteen kilometers. I was riding for a contract.
Both times I was cleared. Both times the body wasn't. I'm not going to say that's normal. It is common. I'm not telling you this as a victim. I'm telling you because I know how a cleared body feels from the inside, and it feels fine. That's the problem.
What no sensor sees is what made him
Watch him in the last twenty kilometers of a race he wins. How his body sits in the bunch. How fast it answers a surprise. How he reads a move before it's a move, and how he comes down afterwards as if nothing happened. That's organization, everything in him working as one thing, and that's what makes him the greatest of all time. Not the sleep score. The way the whole system holds together under a load that breaks everyone else. He said himself this week that he never thought tests were a real indicator of potential, and that he's probably not the one who trains the most. The people with the best numbers are the least impressed by them. The people most impressed by the numbers are usually the ones selling them.
What to do with your dashboard
Keep the strap. It answers one question, "how did the numbers look last night", and it answers it well. The questions that decide a season it can't hear.
Five readings · No device
Read the body you have today.
Wake-up
How did I wake up, soft or ready for a fight?
Out-breath
Does my out-breath end, or do I cut it and refill?
Response
When something negative hits me today, do I get flooded, or does it rise and come back down?
Movement
Is my movement light, or am I pushing through a held body?
People
And the one nobody asks: do I still want to see people tonight?
Five readings, ten seconds each, no device. In a heavy block they'll all say tired, and tired is expected; you chose the block. What they tell you that the strap can't is whether the tired body still answers. If it does, keep going. If the breath stops ending, the movement goes heavy and the mood doesn't come back by evening, the block has become a slide, and the strap is still green, because the score is comparing you with your recent baseline.
One limit, because it's real. Use the numbers, and use the bloods. They count well. They just can't count this.
What you get back is a body you can read before the phone can, and a season where you know the difference between hard and too much.
JB
Sources and research context
JB METHOD internal documents. Measured state versus raced state; sensing before force. The interpretation connecting chronic holding, reduced sensing and performance is the founder’s working model.
Miller DJ, Lastella M, Scanlan AT, et al. A validation study of the WHOOP strap against polysomnography to assess sleep. Journal of Sports Sciences. 2020;38(22):2631–2636. doi:10.1080/02640414.2020.1797448. Twelve healthy adults; laboratory protocol; bedtimes entered by researchers. Two-stage agreement 89%, wake specificity 51%, four-stage agreement 64%. Historical hardware and algorithm.
Schyvens AM, Peters B, Van Oost NC, et al. A performance validation of six commercial wrist-worn wearable sleep-tracking devices for sleep stage scoring compared to polysomnography. Sleep Advances. 2025;6(2):zpaf021. doi:10.1093/sleepadvances/zpaf021. Sixty-two adults overall; 40 successful WHOOP 4.0 recordings. Tables 7 and 12: sleep sensitivity 93.58%, wake specificity 40.13%; light sleep 61.99%, deep sleep 69.63%, REM 61.99% correctly classified within each PSG stage. Cohen’s kappa 0.37, a chance-corrected agreement statistic, not 37% accuracy. One laboratory night per participant. These are separate conditional detection rates, not overall accuracy.
WHOOP. Everything WHOOP Launched in 2025. December 15, 2025. Company report of an updated sleep algorithm: over 7% improvement in sleep-stage classification and over 3% in sleep-wake detection. These are company-reported improvements, not an independent WHOOP 5.0 validation and not percentage points to add to an earlier study’s results. https://www.whoop.com/us/en/thelocker/everything-whoop-launched-in-2025/
Dial MB, Hollander ME, Vatne EA, Emerson AM, Edwards NA, Hagen JA. Validation of nocturnal resting heart rate and heart rate variability in consumer wearables. Physiological Reports. 2025;13:e70527. doi:10.14814/phy2.70527. Thirteen participants, 536 nights across multiple wearables. WHOOP 4.0: 288 nights for resting heart rate, 289 for HRV. Mean absolute error 1.78 bpm for resting heart rate and 4.17 ms for HRV; mean absolute percentage error 3.00% and 8.17%, respectively. Tests of nightly cardiovascular measurements, not the Recovery score or race readiness.
Lundstrom EA, De Souza MJ, Koltun KJ, Strock NCA, Canil HN, Williams NI. Wearable technology metrics are associated with energy deficiency and psychological stress in elite swimmers. International Journal of Sports Science & Coaching. 2024;19(4):1578–1587. doi:10.1177/17479541231206424. Recovery was not associated with RESTQ stress/recovery variables. A Recovery–metabolic association was present in men. The study does not establish that a moving baseline conceals a longitudinal decline.
WHOOP Recovery and WHOOP Health Monitor & Report. Official descriptions checked November 10, 2026: personal references are dynamic; official pages describe 30-day HRV and weighted 28-day Recovery references. The article uses “recent personal baseline”. https://support.whoop.com/s/article/WHOOP-Recovery?language=en_US https://support.whoop.com/s/article/WHOOP-Health-Monitor-Report
Pogačar T. Eurosport interview accompanying Anatomy of a G.O.A.T., November 2026. The interview supports the paraphrases about laboratory tests and training volume. The documentary passage is Jani’s first-person account. https://www.eurosport.es/ciclismo/entrevista-exclusiva-tadej-pogacar-estreno-documental-anatomy-of-a-goat-preguntas-respuestas_sto23352825/story.shtml