Heart rate variability: what your watch is measuring
HRV is the tiny variation in timing between heartbeats. Wearables use it as a signal of recovery and stress. Here is how to read the number.
Wednesday, November 11, 2026
Wearables, sensors and health software, and what their numbers mean.
HRV is the tiny variation in timing between heartbeats. Wearables use it as a signal of recovery and stress. Here is how to read the number.
A CGM reads glucose from the fluid under your skin every few minutes. Knowing what it measures explains why it sometimes disagrees with a fingerstick.
A watch estimates blood oxygen by shining red and infrared light into your wrist. The method is sound and the wrist is a hard place to do it.
The lab test needs a mask and a treadmill. Your watch works it out from pace and heart rate. Here is what the estimate is good for.
Your wearable turns a night into a number out of 100. Some of the inputs are solid measurements and some are estimates.
Samsung's Galaxy Ring got FDA clearance for a feature that checks two nights of breathing data. It screens for risk and does not diagnose.
The June 2026 model shrank the hardware and added a way to bring lab results into the app, at a starting price of $399.
Google and Whoop made opposite bets in the same week on who should interpret your health data: software or a clinician.
A January guidance opened the door for watches and rings to estimate blood pressure and glucose without FDA review, as long as they stay away from diagnosis.
The feature does not measure blood pressure. It watches a month of heart sensor data for a pattern and tells you to get checked.
In July 2025 the agency said a wearable that estimates blood pressure is a medical device, whatever the disclaimer says. Whoop disagreed.
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