--- title: "Wearable Sleep Stage Accuracy | KnowYourPrime Evidence Registry" description: "Finding KYP-ER-0016, rated Uncertain. Only partly. Wearables tell sleep from wake well but name the stage correctly only around half to two thirds of the time, and REM is often the stage they miss most. Six current devices tested side by side all needed improvement for staging." url: https://knowyourprime.com/evidence-wearable-sleep-stage-accuracy --- KnowYourPrime Evidence Registry · Finding KYP-ER-0016 # Wearable Sleep Stage Accuracy Question assessedCan a smartwatch or ring tell which sleep stage you are in, compared with a sleep lab? KnowYourPrime evidence rating Uncertain Evidence is conflicting, inconsistent, or difficult to interpret. Only partly. Wearables tell sleep from wake well but name the stage correctly only around half to two thirds of the time, and REM is often the stage they miss most. Six current devices tested side by side all needed improvement for staging. Finding KYP-ER-0016 Version 1.0 Reviewed October 24, 2026 Rating rule 1.6 [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) ## Why this is rated Uncertain Sleep staging in a lab comes from brain waves, which no wrist or ring sensor records; a wearable infers stages from movement and heart signals. The three anchor studies, two systematic reviews and a six-device lab comparison, all found real but partial ability and none cleanly affirms accurate staging, so the rule rates the claim Uncertain. How the rating rule reads this evidence - An anchor study was assessed but its own reported finding supports this claim only weakly, so the evidence is treated as unsettled rather than affirming. - An anchor study was assessed but its own reported finding supports this claim only weakly, so the evidence is treated as unsettled rather than affirming. - An anchor study was assessed but its own reported finding runs contrary to this claim, so the evidence is treated as unsettled rather than affirming. ## Key results - In 53 healthy adults over one lab night, Apple Watch S6, Garmin Forerunner 245, Polar Vantage V, Oura Gen 2, WHOOP 3.0 and Somfit agreed with polysomnography on sleep stage 50 to 65 percent of the time (Cohen’s kappa 0.20 to 0.52), and the authors concluded all six needed improvement for staging. (Miller et al., Sensors, 2022) - Across eight studies of Fitbit Charge 4, Garmin Vivosmart 4 and WHOOP, WHOOP came within 1.4 minutes of total sleep and 9.3 minutes of deep sleep but differed by 21.0 minutes on REM. (Schyvens et al., JMIR mHealth and uHealth, 2024) - A systematic review of eight actigraphy studies found some ability to classify sleep stages, with methods too varied to pool. (Yuan et al., Journal of Sleep Research, 2024) ## What this finding covers **Applies to:** Light, deep and REM sleep stages from consumer wrist and ring wearables compared with polysomnography in healthy adults. **Does not cover:** Total sleep time and sleep versus wake, covered in a separate finding; sleep disorder diagnosis; newer models released after these tests. ## Limitations - Most tests are single lab nights in healthy adults. - Stage definitions and agreement metrics differ across studies. ## Evidence base 4 studies scored · 3 anchor · 1 supporting · Evidence last evaluated Oct 17, 2026 ### Anchor studies The studies the rating rests on. 1. A systematic review of the performance of actigraphy in measuring sleep stages.Yuan et al., Journal of Sleep Research, 2024. [doi.org/10.1111/jsr.14143](https://doi.org/10.1111/jsr.14143) 2. Accuracy of Fitbit Charge 4, Garmin Vivosmart 4, and WHOOP Versus Polysomnography: Systematic Review.Schyvens et al., JMIR mHealth and uHealth, 2024. [doi.org/10.2196/52192](https://doi.org/10.2196/52192) 3. A Validation of Six Wearable Devices for Estimating Sleep, Heart Rate and Heart Rate Variability in Healthy AdultsMiller et al., Sensors, 2022. [doi.org/10.3390/s22166317](https://doi.org/10.3390/s22166317) \[conflict statement: the authors' lab receives funding and equipment from WHOOP\] ### Supporting studies Studies consistent with the claim that do not carry the rating on their own. 1. Keeping Pace with Wearables: A Living Umbrella Review of Systematic Reviews Evaluating the Accuracy of Consumer Wearable Technologies in Health Measurement.Doherty et al., Sports Medicine, 2024. [doi.org/10.1007/s40279-024-02077-2](https://doi.org/10.1007/s40279-024-02077-2) ## Version history | Version | Date | Rating | Change | | --- | --- | --- | --- | | 1.0 | October 24, 2026 | Uncertain | First published. | Rating history on the research desk: Uncertain (September 29, 2026). ## Cite this finding KnowYourPrime Evidence Registry, Finding KYP-ER-0016, version 1.0, reviewed 2026-10-24. https://knowyourprime.com/evidence-wearable-sleep-stage-accuracy Machine-readable: [JSON](https://knowyourprime.com/evidence-wearable-sleep-stage-accuracy.json) · [Markdown](https://knowyourprime.com/evidence-wearable-sleep-stage-accuracy.md) · [All findings](https://knowyourprime.com/evidence) ## Related - Research desk: [the sleep research desk entry for this question](https://knowyourprime.com/research-desk-sleep#stage_accuracy), with every scored study and its role - Related finding: [Wearable Sleep Tracking Accuracy Against a Sleep Lab](https://knowyourprime.com/evidence-wearable-sleep-tracking-accuracy) (KYP-ER-0007) - Related finding: [Under-Mattress Sleep Sensor Accuracy](https://knowyourprime.com/evidence-under-mattress-sleep-sensor-accuracy) (KYP-ER-0008) - On this site: [Watches Are Only So-So at Guessing Sleep Stages](https://knowyourprime.com/how-wearables-track-sleep-stages) - On this site: [What Is the Most Accurate Sleep Tracker? What Sleep-Lab Studies Found](https://knowyourprime.com/most-accurate-sleep-tracker) This is KnowYourPrime's own assessment of the published evidence, rated under the [KnowYourPrime evidence methodology](https://knowyourprime.com/methodology). The rating is set by a fixed rule from the roles of the studies above and moves only when the evidence or the rule changes. Every change to the rating or the text is published as a new dated version. To report an error, write to [corrections@knowyourprime.com](mailto:corrections@knowyourprime.com). ```json { "@context": "https://schema.org", "@type": "Article", "@id": "https://knowyourprime.com/evidence-wearable-sleep-stage-accuracy#finding", "headline": "Wearable Sleep Stage Accuracy", "name": "KnowYourPrime Evidence Registry, Finding KYP-ER-0016: Wearable Sleep Stage Accuracy", "license": "https://creativecommons.org/licenses/by/4.0/", "description": "Only partly. Wearables tell sleep from wake well but name the stage correctly only around half to two thirds of the time, and REM is often the stage they miss most. Six current devices tested side by side all needed improvement for staging.", "url": "https://knowyourprime.com/evidence-wearable-sleep-stage-accuracy", "identifier": { "@type": "PropertyValue", "propertyID": "KnowYourPrime Evidence Registry finding ID", "value": "KYP-ER-0016" }, "version": "1.0", "datePublished": "2026-10-24", "dateModified": "2026-10-28", "inLanguage": "en", "isPartOf": { "@type": "CreativeWorkSeries", "name": "KnowYourPrime Evidence Registry", "url": "https://knowyourprime.com/evidence" }, "author": { "@type": "Organization", "name": "KnowYourPrime", "url": "https://knowyourprime.com" }, "publisher": { "@type": "Organization", "@id": "https://knowyourprime.com/#organization", "name": "KnowYourPrime", "url": "https://knowyourprime.com" }, "about": "Can a smartwatch or ring tell which sleep stage you are in, compared with a sleep lab?", "citation": [ { "@type": "ScholarlyArticle", "name": "A systematic review of the performance of actigraphy in measuring sleep stages.", "url": "https://doi.org/10.1111/jsr.14143", "datePublished": "2024", "isPartOf": { "@type": "Periodical", "name": "Journal of Sleep Research" } }, { "@type": "ScholarlyArticle", "name": "Accuracy of Fitbit Charge 4, Garmin Vivosmart 4, and WHOOP Versus Polysomnography: Systematic Review.", "url": "https://doi.org/10.2196/52192", "datePublished": "2024", "isPartOf": { "@type": "Periodical", "name": "JMIR mHealth and uHealth" } }, { "@type": "ScholarlyArticle", "name": "A Validation of Six Wearable Devices for Estimating Sleep, Heart Rate and Heart Rate Variability in Healthy Adults", "url": "https://doi.org/10.3390/s22166317", "datePublished": "2022", "isPartOf": { "@type": "Periodical", "name": "Sensors" } }, { "@type": "ScholarlyArticle", "name": "Keeping Pace with Wearables: A Living Umbrella Review of Systematic Reviews Evaluating the Accuracy of Consumer Wearable Technologies in Health Measurement.", "url": "https://doi.org/10.1007/s40279-024-02077-2", "datePublished": "2024", "isPartOf": { "@type": "Periodical", "name": "Sports Medicine" } } ], "encoding": [ { "@type": "MediaObject", "encodingFormat": "application/json", "contentUrl": "https://knowyourprime.com/evidence-wearable-sleep-stage-accuracy.json" }, { "@type": "MediaObject", "encodingFormat": "text/markdown", "contentUrl": "https://knowyourprime.com/evidence-wearable-sleep-stage-accuracy.md" } ] } ``` ```json {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://knowyourprime.com/"},{"@type":"ListItem","position":2,"name":"Evidence Registry","item":"https://knowyourprime.com/evidence"},{"@type":"ListItem","position":3,"name":"Wearable Sleep Stage Accuracy"}]} ```