In 2026, insomnia affects one in five French people, and connected objects are used to analyze sleep cycles and nocturnal recovery. These discreet and customizable devices measure key parameters such as heart rate variability (HRV), SpO2, and movements using photoplethysmography (PPG) and ballistocardiography. This selection prioritizes daily comfort, ease of use, and battery life, without neglecting the balance between price and design.
1. Smart rings: discretion for better sleep
Smart rings are the most discreet option for tracking sleep without wearing a watch or bracelet. Placed on the finger, they use photoplethysmography (PPG) to analyze blood circulation and distinguish between light, deep, and paradoxical (REM) sleep phases. This approach allows for continuous measurement while maintaining comfort during the night.

Oura Ring Gen 4
The Oura Ring Gen 4 offers Smart Sensing mode and tracks over 50 health metrics. Skin temperature, SpO2, heart rate variability (HRV), and cycle detection provide a daily recovery score. Its battery life reaches eight days, and its titanium casing remains lightweight for everyday wear. The price is around €399, complemented by a monthly subscription of €5.99.
RingConn Gen 2
The RingConn Gen 2 stands out for its complete lack of subscription. It detects sleep apnea episodes and boasts a battery life of twelve days. The absence of recurring fees and its ease of use make it a solid choice for those seeking longevity without extra costs.
Samsung Galaxy Ring
The Samsung Galaxy Ring integrates into the Android ecosystem via the Samsung Health app. Artificial intelligence transforms data into a daily energy score and offers personalized advice. Its slim design and neutral colors make it discreet for everyday use.
2. Under-mattress sensors for invisible tracking
Some sleepers refuse to wear any object on their body at night. The under-mattress sensor meets this need by remaining completely invisible while providing reliable data on breathing and movements.

Withings Sleep Analyzer
The Withings Sleep Analyzer slips under the mattress and uses ballistocardiography to measure heart rate, breathing, and micro-movements. It detects snoring and calculates a sleep apnea index (AHI). A single installation is sufficient, and the device communicates via the Matter protocol to automatically adjust bedroom lights and temperature at bedtime. The absence of a battery to recharge enhances its practicality over several years.
3. Smart mattress toppers for thermal regulation
Body temperature plays a decisive role in falling asleep and maintaining deep sleep. Active mattress toppers allow for precise and independent control of both sides of the bed, which particularly benefits couples.
Eight Sleep Pod 5
The Eight Sleep Pod 5 cools or heats each half of the mattress based on real-time body temperature measurements. This dynamic adjustment reduces nocturnal micro-awakenings and promotes deep sleep phases. Vibratory and thermal alarms replace traditional audible alarms. The system requires a central unit (Hub) and its price ranges between €2,000 and €4,000 depending on bed size.
Sleep Number Climate360
The Sleep Number Climate360 also offers active thermal regulation while adjusting mattress firmness. Maintaining a temperature of 16 to 18 °C promotes melatonin production and sleep continuity. Increased comfort and zone-specific personalization remain the main advantages of these high-end solutions.
4. Smartwatches and recovery apps
Watches remain versatile tools that combine sleep tracking, daytime activity, and recovery. Their accuracy now reaches 70 to 80% compared to clinical polysomnography, which is sufficient for tracking trends.
Apple Watch Series 11 and the Livity app
The Apple Watch Series 11, coupled with apps like Livity or NapBot, converts accelerometer and skin temperature data into recovery scores. The "Body Battery" concept visualizes remaining energy and helps plan the day's efforts. Integration into the iOS ecosystem simplifies use.
Garmin Fenix 9 and Enduro 4
The Garmin Fenix 9 and Enduro 4 models analyze training load and stress via heart rate variability (HRV). They are particularly suitable for athletes who want to link their activity volume to the quality of their sleep.
Fitbit Inspire 3
For controlled budgets, the Fitbit Inspire 3 offers comprehensive sleep tracking for approximately €99. It displays a "sleep profile" illustrated by animals and highlights regular schedules. This playful approach encourages regularity without overwhelming the user with data.
5. Stimulation and active relaxation devices
Beyond simple tracking, some devices intervene directly to prepare the body for sleep. They act on the nervous system or on tensions accumulated during the day.
Xen by Neuvana
The Xen by Neuvana device delivers vagus nerve stimulation (tAVNS) through dedicated headphones. In fifteen minutes, this stimulation can help induce a state of calm conducive to falling asleep. The user can track their progress via a dedicated app.
Muse S
The Muse S headband records brain activity using EEG (Electroencephalogram) sensors. It offers "Sleep Journeys" that adapt in real-time to alpha and theta waves. This personalized approach helps reduce mental rumination often associated with insomnia.
Therabody SmartGoggles
The Therabody SmartGoggles combine heat, vibration, and massage around the eyes. They relieve eye strain and migraines, two frequent factors delaying sleep onset. Ten to fifteen minutes of use before bedtime can be enough to initiate the transition to sleep.
6. Wake-up lights and white noise machines
Synchronizing the circadian rhythm helps reduce insomnia. These lamps and acoustic machines reproduce the natural signals of sunrise and sunset.
Hatch Restore 3
The Hatch Restore 3 combines a bedside lamp, a pink noise machine, and a wake-up light. It guides the user through a decompression routine: audio reading, guided breathing, or meditation. Lights gradually dim to signal bedtime.
Philips SmartSleep Somneo
The Philips SmartSleep Somneo simulates a gradual sunset that accompanies falling asleep. Its soft light curves and ambient sounds are easy to integrate into a contemporary bedroom.
Wiim Wake-up Light
The Wiim Wake-up Light offers an affordable alternative and functions as a smart speaker compatible with Spotify and Tidal. It combines a light alarm and music playback in a simple-to-integrate format.
7. Best practices and limitations of sleep-tech for combating insomnia
Technology facilitates sleep observation, but it also carries risks to anticipate. The challenge is to prevent a useful tool from becoming a source of unnecessary pressure.
Risks of orthosomnia and digital hygiene
Orthosomnia refers to anxiety related to the pursuit of a perfect sleep score. It is better to consult trends over several weeks than the daily figure. Also, avoid blue light from screens for 60 minutes before bedtime, even with relaxation apps.
Medical recommendations and data security
No connected object replaces a medical diagnosis for severe sleep apnea or chronic insomnia. Health data must remain protected by GDPR-compliant devices. If in doubt about sleep quality, consult a specialist before investing in equipment.