All articles · Noise & silence
White-noise machine for sleep: useful or mostly marketing?
What systematic reviews say
A 2020 systematic review concluded that evidence for continuous noise improving sleep was very low quality, with results ranging from improvement to disruption. Review.
A 2025 systematic review and meta-analysis of randomized trials reported more favourable outcomes in several populations but still highlighted substantial heterogeneity. Meta-analysis.
Our conclusion is deliberately modest: sound masking may be useful in some contexts, but a machine is not a universal insomnia treatment.
Dedicated machine, speaker or app?
| Option | Advantage | Limitation |
|---|---|---|
| Dedicated machine | Simple, phone-free operation | Another device to buy |
| Speaker | Versatile | May depend on phone or network |
| App | Huge choice of sounds | Keeps the phone in the bedroom |
| Fan | Background sound plus airflow | Sound and airflow are linked |
Features that actually matter
- fine volume control;
- continuous sounds without obvious looping;
- physical controls that work in the dark;
- optional timer rather than forced shutoff;
- last-setting memory;
- no mandatory app;
- reliable power and predictable behaviour after outages.
Louder is not better
WHO safe-listening guidance emphasizes both level and exposure duration. For an all-night device, use the lowest level that provides enough masking and avoid placing a loud speaker immediately beside the ear. WHO guidance.
The future Sleeple comparison framework
We will verify volume range and control, sound options, loop quality, timer, power, offline use, physical controls, display dimming, warranty, returns, dimensions, energy use and observed price. No product will be called “best” because it pays a higher commission.