Smartwatches could learn how well you feel you slept

Apple Watch Nightly Sleep Score

Smartwatches can estimate how well you feel you slept, not just how long you slept, by comparing each night with your own normal and adding a few facts about you.

the5krunner’s take: It sounds superficially crazy. Why have a watch telling you how you feel? Watch makers should build this, because a sleep score that agrees with how wearers feel is the cheapest way to make them believe every other number on the watch.

  • The finding draws on three years of data from 4,794 people in Israel who wore a smartwatch and rated each night’s sleep from awful to excellent, giving 759,116 ratings and 1.77 million days of watch data. It was published on 10 November 2026.
  • A machine learning model correctly distinguished nights rated awful from nights rated excellent most of the time, scoring 0.88 out of 1. Telling an ordinary poor night from an ordinary good one was harder, at 0.76.
  • Nights rated awful came with about an hour less sleep, 10 more minutes awake, and roughly one extra waking from dream sleep every two nights. The day before had about 750 fewer steps and more stress.
  • The strongest single clue was sleep length compared with that person’s own last 90 days, not the raw number of hours.
  • Watch data alone and personal details alone each did a modest job, and together they did much better. The most useful personal detail was how well someone said they usually slept.
  • No new sensor is needed. Everything used is already measured by mainstream watches.

For wearable makers: a sleep score people agree with buys trust in the rest

Sleep is the one metric every wearer can quickly check against their own experience each morning, and today’s scores regularly fail that check, showing 85 after a night the wearer knows was rough. Judging each night against the wearer’s own normal, adding the day before and asking a few questions at setup fixes much of that without new hardware. For wearers, the gain isn’t being told how they feel, but a record of the nights they forget, the run of bad weeks they shrug off, and the day-before habits that preceded them. Passed-on trust is worth most to Garmin, whose second tier of sporty metrics, such as Training Readiness, Training Status, Body Battery and the race predictor, sits on sleep and recovery data that owners cannot check for themselves.

Quick answers

Why does my sleep score not match how I feel?
Most scores compare you with general averages and look only at the night. How rested you feel depends more on how the night compares with your own normal and on the day before.

Can a smartwatch tell if I slept badly?
It can estimate it. Watch data plus a few personal details picked out awful nights from excellent ones most of the time, but was less reliable between ordinary nights, so it suits spotting a bad patch rather than judging one morning.


Related: InnerRipple tells Apple Watch owners what’s normal for them and is Wahoo’s Oura readiness the best approach?

Source and original research by: the5krunner and Communications Medicine.

If you enjoyed this quick read, here are three more in the series:

Last Updated on 14 November 2026 by tfk the5krunner


Small things I always use

Health, recovery and sleep

  • Kineon MOVE+: Red and infrared light for sore knees, Achilles and other joints after hard training. I use it.
  • FreeStyle Libre 3 Plus: Shows how my blood sugar responds to diet. Occasional use.
  • hDrop: Measures my sweat loss in summer and indoors. I use it.
  • Fourth Frontier Zone: Checks my heart under load in hard sessions.
  • Oura Ring 5: My partner’s recovery tracker of choice.
  • Eight Sleep: A cooling mattress cover my partner and I use nightly.

Watches and sensors

On the bike

Home and indoor training

  • NPE Runn: Makes my basic treadmill smart, sending more accurate speed and distance to my watch and Zwift. I use it.
  • Google Wifi: Keeps Zwift connected in my pain cave. I use it.
  • Apple TV 4K: Zwift on the big screen. I use two.
  • Google Nest Doorbell (wired, 2nd gen): My video doorbell, running in both Google Home and Apple Home via Starling. I use it.


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