Question 1

What is the HRV sampling frequency on watchOS 27?

Accepted Answer

watchOS 27 records HRV for exactly 1 minute once every 15 minutes overnight, producing a maximum of 4 minutes of data per hour. If movement corrupts a reading, the watch skips the sample and retries later. Apple uses SDNN rather than RMSSD, which is the formula used by every other major recovery tracker including WHOOP, Oura, and Garmin.

Question 2

Is Fitbit AIR accurate for interval running?

Accepted Answer

In this test, Fitbit AIR produced a bias of just +0.5 bpm against the Fourth Frontier ZONE ECG chest strap across 689 samples, with limits of agreement of -6.5 to +7.5 bpm. That is excellent when it is recording correctly. The problem is the startup period: AIR took approximately 10 minutes to lock onto the correct signal in this session, generating false interval counts in the first third of the run. On a 30-minute run, that matters. On a 60-minute run with intervals concentrated at the start, it produces materially wrong zone data.

Question 3

Is WHOOP MG accurate for heart rate during intervals?

Accepted Answer

Yes, at least when worn on the biceps. Against the Fourth Frontier ZONE ECG reference, WHOOP MG produced a bias of +1.1 bpm and LoA of -6.2 to +8.3 bpm across 1,546 samples. Against Polar SENSE as the reference, the agreement tightened further to a bias of +0.3 bpm and LoA of -2.2 to +2.8 bpm. The WHOOP MG is designed for biceps wear, not wrist wear. Wrist-based heart rate is a separate and less reliable proposition.

Question 4

Does Apple Watch Ultra 3 accurately track heart rate during running intervals?

Accepted Answer

On average, yes. The bias against the Fourth Frontier ZONE ECG reference was just -1.0 bpm across 1,546 samples, which is very good. The problem is variability: the limits of agreement were -29.3 to +27.2 bpm, indicating that during rapid intensity changes, individual readings can be substantially off even when the average is close. For steady-state running, AWU3 HR data is generally reliable. For interval tracking where zone accuracy during transitions matters, the wider LoA are a genuine limitation.

Question 5

Is biceps optical HR more accurate than wrist optical HR?

Accepted Answer

In this test, yes, substantially. Both biceps devices (WHOOP MG, Polar SENSE) produced limits of agreement of roughly ±7–10 bpm against the ECG reference. Both wrist devices (Apple Watch Ultra 3, Amazfit Helio Strap) produced limits of agreement of roughly ±27–29 bpm. The gap is not marginal: wrist LoA were three to four times wider. The decisive factor appears to be sensor location, not sensor technology. Both the biceps and wrist devices use optical PPG sensing.

Question 6

What does Limits of Agreement (LoA) mean in heart rate accuracy testing?

Accepted Answer

Limits of Agreement, calculated using the Bland-Altman method, describe the range within which 95 per cent of individual differences between two devices fall. A LoA of -6.8 to +9.7 bpm means that in 95 per cent of individual readings, the device was within roughly 7–10 bpm of the reference. A LoA of -29.3 to +27.2 bpm means individual readings could be nearly 30 bpm off in either direction while still falling within the normal range for that device. Bias (mean difference) tells you about systematic offset; LoA tells you about consistency.

Question 7

Why does Fitbit AIR have fewer data samples than the other devices?

Accepted Answer

Fitbit AIR records heart rate once every two seconds, giving it a maximum of 30 samples per minute. Most competing optical devices sample more frequently. The Fourth Frontier ZONE ECG exports one data point per 20 seconds to FIT/TCX files, so each matched pair requires both devices to have recorded at the same timestamp, further reducing the usable sample count. The result in this test was 689 matched samples for Fitbit AIR versus 1,546 for devices with higher sampling rates.

Tag: whoop MG

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