In short
- Consumer sleep trackers are good at detecting sleep, but weaker at detecting time awake, and less accurate on sleep stages and on nights of broken sleep.
- A 2025 meta-analysis found wrist-worn trackers differed from lab sleep studies on total sleep time, sleep efficiency and time awake, but were still useful for general patterns.
- One popular snoring app measured heavy snoring well against a home breathing monitor, but could not detect obstructive breathing events.
- The American Academy of Sleep Medicine says consumer sleep technology can't be used to diagnose sleep disorders, but can help the conversation with a clinician.
- Recordings are most useful for comparing nights, such as before and after side sleeping or nasal strips, and for showing your doctor.
A snoring app or sleep tracker can tell you a fair amount about patterns, such as roughly how long you sleep or how much of the night you snore. It can't tell you why, and it can't diagnose sleep apnea or any other sleep disorder. Used for what it's good at, comparing nights and giving your doctor something concrete to look at, it can be a helpful tool.
How do sleep trackers measure sleep?
Sleep trackers estimate sleep from other signals rather than measuring it directly. The gold standard is polysomnography, a sleep study that records brain waves, breathing, oxygen and more. Consumer devices estimate sleep from other signals. A 2023 study grouped them into wearables such as watches and rings, nearables such as bedside devices and mats, and airables, which are phone apps that listen through the microphone.
That's why the American Academy of Sleep Medicine, in a 2018 position statement, pointed to the lack of validation against polysomnography and of FDA clearance. It concluded that consumer sleep technology can't be used to diagnose or treat sleep disorders, but can be used to support the conversation between patient and clinician when it's part of a proper evaluation.
How accurate are sleep trackers?
Research: moderate (what this means)Sleep trackers are more accurate than you might expect at some things, and weaker at others.
In a 2021 study by the Naval Health Research Center, 34 healthy young adults slept in a lab with polysomnography while wearing or using seven consumer devices. Most devices did as well as or better than actigraphy, the research-grade wrist monitor, at telling sleep from wake. All of them were very good at detecting sleep, catching at least 93% of it, but much weaker at detecting wake, where they caught between 18% and 54%, and sleep stage results were inconsistent. The devices tended to do worse on nights of disrupted sleep.
A 2023 study in Korea compared 11 trackers with lab sleep studies in 75 people. Agreement on sleep stages varied widely between devices, from fairly good to poor, and the authors found that some showed substantial agreement while others were only partly consistent. Accuracy also shifted with factors such as body weight, how efficiently people slept and how severe their breathing problems were. That matters if you're hoping a tracker will pick up a breathing problem, since those are the nights it may read least accurately.
A 2025 meta-analysis of 24 studies of wrist-worn devices found significant differences from polysomnography in total sleep time, sleep efficiency, time to fall asleep and time awake during the night. The authors concluded that the devices aren't as dependable as a sleep study for those measures, but can still be useful for tracking general sleep patterns.
So a tracker is good for trends. If it says you slept less this week than last, that's probably true. The exact minutes of deep or REM sleep are a rough estimate.
How accurate are snoring apps?
Snoring apps record sound through your phone and flag the noisy parts of the night. There's less research on them than on wearables.
A 2021 study in Germany tested the free version of SnoreLab, a popular snoring app, against a home breathing monitor in 19 adults for one night. For nights where people snored more than half the time, the app was 94.7% accurate. The best agreement came from the app's louder snoring categories. But the app could not detect obstructive events, the pauses and partial blockages in breathing that define sleep apnea.
That sums up what a snoring app can do. It can tell you that you snore, roughly how much and how loudly. It can't tell you whether your breathing is stopping.
Can an app or tracker tell you if you have sleep apnea?
No, an app or tracker can't tell you on its own if you have sleep apnea. Snoring is one warning sign, but the American Academy of Sleep Medicine says it's when snoring comes with choking, gasping or silent breathing pauses that sleep apnea becomes more likely. Its warning signs also include daytime sleepiness, obesity and high blood pressure, and other common symptoms include unrefreshing sleep, morning headaches and waking at night to urinate.
The AASM says people may be completely unaware of these breathing episodes. If a recording or a bed partner picks up gasping or long silences followed by a snort, take that seriously. The NHS says to see a GP if your breathing stops and starts, you make gasping, snorting or choking noises, or you always feel very tired during the day. A doctor may arrange a sleep test, which the NHS says can usually be done at home. Home sleep apnea tests explains how they work, and snoring vs. sleep apnea covers the differences.
A quiet night on your app doesn't rule sleep apnea out either, so go by symptoms, not just the snore score.
Can tracking make sleep worse?
Tracking can make sleep worse for some people. In a 2017 paper, sleep researchers described patients who sought treatment for problems they had self-diagnosed from tracker data, such as periods of light or restless sleep. They called it orthosomnia, a perfectionistic quest for ideal sleep. They noted that, to these patients, tracker data often felt more in line with their experience than validated sleep tests did.
If checking your score in the morning makes you anxious, or you lie in bed worrying about the numbers, put the tracker away for a while. For ongoing trouble sleeping, CBT-I is the treatment sleep doctors recommend first.
How can you use a snoring app well?
The best way to use a snoring app is for comparison. Record several ordinary nights to get a baseline, then change one thing at a time and record again.
Position is an easy first test. If your snoring is much quieter on nights you stay on your side, position is likely part of the story, and sleep position and snoring has ways to stay there.
A blocked nose is another common trigger. Try a few nights with a nasal strip and compare. If your nose is clear but you suspect your mouth falls open, mouth tape is another option some adults with a clear nose try. Recordings can't show which way you're breathing, but if the snoring drops it's a useful sign. How to tell if mouth tape is working walks through what to look for. Check your nose with the nose test first, and skip tape if you have any of the sleep apnea warning signs above.
Check this first. Skip mouth tape and see a doctor if you snore loudly, wake up gasping, have been told you stop breathing in your sleep, or can't breathe comfortably through your nose. More on safety
If you want to try mouth tape and nasal strips together, our pick is the Titan Sleep System, which pairs TitanAir Nasal Strips with Titan Mouth Tape.
Whatever you try, keep a recording of a typical night to share with your doctor. The NHS says it can help to bring someone who has seen your symptoms to your appointment, and a recording is a good addition.
Read next
- Snoring vs. sleep apnea: how to tell the difference
- How to tell if mouth tape is working
- Waking up tired after a full night's sleep
Common questions
Are snoring apps accurate?
For heavy snoring, some can be. A 2021 study found the free version of one popular app detected nights with snoring more than half the time with 94.7% accuracy compared with a home monitor. The same app couldn't detect obstructive breathing events.
Can my smartwatch tell me if I have sleep apnea?
A tracker can't diagnose it. The AASM's position statement says consumer sleep technology can't be used to diagnose or treat sleep disorders, though data can be useful to share with a clinician. If you have warning signs, ask about a sleep test.
How accurate are sleep trackers at measuring deep sleep and REM?
Less accurate than for sleep versus wake. A 2021 study of seven devices found sleep stage results were inconsistent, and a 2023 study of 11 trackers found wide variation in how well they matched a lab sleep study.
Can a sleep tracker make my sleep worse?
It can for some people. Sleep researchers describe orthosomnia, where people chase perfect tracker numbers and become anxious about their sleep. If the data worries you more than it helps, take a break from it.
What should I do with my snoring recordings?
Use them to spot patterns and test changes, and bring them to your doctor. The NHS says it can help to bring someone who has watched you sleep, and a recording is a useful extra.
Can a snoring app show if mouth tape or nasal strips are working?
It can give you a rough before and after. Record a few ordinary nights, then a few with the change, and compare the snoring time and loudness. It won't tell you whether you have sleep apnea.
Sources
- Consumer sleep technology: an American Academy of Sleep Medicine position statement
- Performance of seven consumer sleep-tracking devices compared with polysomnography
- Accuracy of 11 wearable, nearable, and airable consumer sleep trackers: prospective multicenter validation study
- Performance of consumer wrist-worn sleep tracking devices compared to polysomnography: a meta-analysis
- Accuracy of a smartphone application measuring snoring in adults: how smart is it actually?
- Orthosomnia: are some patients taking the quantified self too far?
- Is it more than a snore? Recognizing sleep apnea warning signs
- Sleep apnoea
About this article
- Research
- 8 published sources, listed above.
- Evidence
- Moderate. How we rate it
- Last checked
- October 4, 2026
- Funding
- Paid partner of Titan Recovery. Their ads are labeled.
- Found an error?
- Tell us. We log fixes on the corrections page.
* This content is for informational and educational purposes only and is not medical advice. It is not intended to diagnose, treat, cure or prevent any disease or health condition. Talk to a qualified healthcare provider about your health.

