You wear the mask, the app shows an AHI of 4, and you still drag yourself through the afternoon. That mismatch is common enough to have a name in the literature, residual sleepiness. This post explains what your machine's number measures, what studies say about lingering sleepiness, and what you can look at in your own data. It is general information, not medical advice.
What your machine measures
Your CPAP estimates events from the airflow signal in the mask. When airflow stops or drops for long enough, the machine counts an apnea or a hypopnea and divides by hours of use. That gives the AHI on your screen. For the definitions, see AHI explained.
A sleep lab records more, including brain activity (EEG), oxygen levels and chest effort. Sleep studies also score arousals, brief wake-ups seen on EEG. Your machine has no EEG, so it has no way to score them.
How well the two numbers agree depends on the device and the setting. In an in-lab study of 137 people the device AHI and the lab AHI were almost identical on average (3.35 versus 3.40) [S5]. In a study of 70 people the device read higher than the lab (9.9 versus 4.2), mainly because of hypopneas, and higher leak was linked to a bigger gap [S4]. Both were lab studies, so home results can differ.
What this means for you: the machine AHI describes breathing events under your mask. It does not describe how well you slept.
How common is lingering sleepiness?
Numbers vary with who is counted and when.
- In a Danish national registry of 1,174 people with sleep apnea, 15.6% still had excessive sleepiness after 1 to 13 months of CPAP [S2]. That is roughly 1 in 6. Two authors are current or former employees of a drug company, as disclosed in the paper.
- In the European Sleep Apnea Database, 28.2% of 4,853 people scored above 10 on the Epworth sleepiness scale at a median of 5 months [S1]. The rate was 40% in the first 3 months and 13 to 19% for people first followed up between 4 months and 2 years [S1]. What this means: the first weeks look worst, and the later figure is closer to 1 in 7 or 1 in 5.
- In a French registry, 13% of CPAP users had residual sleepiness after excluding people who used CPAP under 3 hours, had a residual AHI above 15, or had major depression [S3]. Among people in that same group using CPAP 6 hours or more it was 9% [S3]. What this means: even with a residual AHI of 15 or below and regular use, a smaller group stays sleepy.
The first two figures include people with a high residual AHI or low use. Only the French study removes them. It found 13% for a residual AHI of 15 or below with at least 3 hours of use, and 9% (about 1 in 11) for those using CPAP 6 hours or more [S3]. The share is smaller, but it is real.
Why the number alone does not settle it
In the European database, a residual AHI above 10 together with nightly use under 4 hours occurred about equally often in people with and without sleepiness at follow-up [S1]. Use still mattered in the other two studies: in the Danish registry, people who kept to their CPAP were less likely to stay sleepy [S2], and in the French registry the rate fell from 13% to 9% among people using CPAP 6 hours or more [S3]. The European authors also saw differences between countries and link them to cultural and lifestyle factors [S1]. A single machine number does not capture all of that.
What you can look at in your own data
These are things that can make a conversation with your clinician more concrete. Your clinician decides what, if anything, to do with them.
- Usage hours. How long you wear the mask each night. A good average can hide a few very short nights. What this means: it shows how much of the night the machine covered.
- Leak. Air escaping around the mask. Higher leak was linked to a bigger device-versus-lab gap in one study [S4]. The AASM guideline lists use, residual severity and leak together as what remote PAP monitoring covers [S6]. See CPAP leak rate explained. What this means: it may affect how much to trust the event counts on a given night.
- Flow limitation. Flattened breaths that may not qualify as a hypopnea, so they may not be counted in the AHI. See understanding flow limitation. What this means: it is a pattern to show your clinician, and it is not a diagnosis.
- The waveform. The breath-by-breath trace shows what the summary hides, such as clusters of events, mask-off periods and changes across the night. Free tools such as OSCAR show it, and so does AirwayLab. What this means: it lets you and your clinician look at the same night together.
If flow limitation looks high on a night you felt awful, bring that to your clinician. Settings are a clinical decision for them.
When to talk to your clinician
If you feel tired on treatment, tell your clinician, ideally with a few weeks of data. They can look at the full picture, which a machine summary does not cover.
Frequently Asked Questions
Is an AHI of 4 on my CPAP the same as an AHI of 4 in a sleep lab?
Not necessarily. Your machine estimates events from airflow and has no EEG. In one in-lab comparison the two matched closely [S5] and in another the device read higher [S4].
How many CPAP users still report sleepiness?
Studies range from 13% to 28% [S1][S2][S3]. It was 9% among French registry users with 6 hours or more of nightly use and a residual AHI of 15 or below [S3].
Does a low machine AHI mean I should feel rested?
Not always. In a French registry, 9% of people using CPAP 6 hours or more, with a residual AHI of 15 or below, still had residual sleepiness [S3]. Bring your symptoms and your data to your clinician.
A note on interpreting this page
This page is educational and informational only. It is not medical advice, and it cannot tell you why you feel tired. Talk to your clinician about your symptoms and before changing anything about your therapy.
Related reading
Your AHI Is Normal But You're Still Exhausted: what a standard AHI can leave out of view.
The Epworth Sleepiness Scale: how sleepiness is scored in the studies above.
Your therapy data, in your browser
AirwayLab reads your CPAP or BiPAP SD card data directly in your browser, free and private, built on an open-source engine. It shows usage, leak, flow limitation and the waveform for you to review with your clinician.
Sources
- [S1] Bonsignore MR, Pepin JL, Cibella F, et al. Excessive daytime sleepiness in obstructive sleep apnea patients treated with continuous positive airway pressure: data from the European Sleep Apnea Database (ESADA). Front Neurol. 2021, 12:690008. doi:10.3389/fneur.2021.690008. Grade: observational multicentre database study.
- [S2] Jennum P, Kjellberg J, Ibsen R, Carls G, Mettam S. Real-world impact of continuous positive airway pressure on sleepiness in patients with obstructive sleep apnea in a national registry. Sleep Med. 2024, 118:93-100. doi:10.1016/j.sleep.2024.03.011. Grade: observational national registry study.
- [S3] Gasa M, Tamisier R, Launois SH, et al. Residual sleepiness in sleep apnea patients treated by continuous positive airway pressure. J Sleep Res. 2013, 22(4):389-397. doi:10.1111/jsr.12039. Grade: observational registry study.
- [S4] Ueno K, Kasai T, Brewer G, et al. Evaluation of the apnea-hypopnea index determined by the S8 auto-CPAP in patients with obstructive sleep apnea-hypopnea syndrome. J Clin Sleep Med. 2010, 6(2):146-151. PMC2854701. Grade: observational in-lab comparison study (70 patients).
- [S5] Cilli A, Uzun R, Bilge U. The accuracy of autotitrating CPAP-determined residual apnea-hypopnea index. Sleep Breath. 2013, 17(1):189-193. doi:10.1007/s11325-012-0670-x. Grade: observational in-lab comparison study (137 patients).
- [S6] Patil SP, Ayappa IA, Caples SM, Kimoff RJ, Patel SR, Harrod CG. Treatment of adult obstructive sleep apnea with positive airway pressure: an American Academy of Sleep Medicine clinical practice guideline. J Clin Sleep Med. 2019, 15(2):335-343. doi:10.5664/jcsm.7640. Grade: clinical practice guideline.