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State of evidence · Updated Jul 17, 2026

Devices

CGMs, wearables, sleep trackers, home diagnostics and what they measure.

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Jul 17, 2026Last update
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4 Strong claims39 Moderate claims25 Emerging claims28 Weak claims17 Hype claims
Latest finding · Jul 17, 2026

Home Blood Pressure Monitors: Do They Help?

A blood pressure reading taken in a doctor’s office is one of the most consequential numbers in your medical record — and one of the least reliable snapshots of your actual blood pressure.

2 Strong2 Moderate1 Hype
2026
Jul 14, 2026

Walking Pads: Do Under-Desk Treadmills Work?

The pitch is seductive and, on its face, sensible: you already spend eight hours a day chained to a desk, so slide a slim treadmill underneath it and turn all that dead sitting time into a slow, steady stream of steps.

1 Strong2 Moderate1 Emerging1 Hype
Jul 13, 2026

Red Light Therapy: What the Evidence Shows

Red light therapy — the technical name is photobiomodulation (PBM), or in its laser form low-level laser therapy (LLLT) — is one of the rare wellness devices with a real, published evidence base. The catch is that the evidence is uneven.

4 Moderate1 Emerging1 Hype
Jul 09, 2026

Nerve Stimulators for Migraine: Do They Work?

There is a wide, noisy category of “nerve reset” wellness gadgets that promise to calm your body with a jolt and deliver almost nothing. This article is not about those.

4 Moderate1 Hype
Jul 04, 2026

Scalp Cooling for Chemo Hair Loss: Does It Work?

Most of the device shelf is a mechanism looking for a result. Scalp cooling — the cold caps and machine-driven cooling systems worn during chemotherapy — is the rare category that flips the order: two randomized trials published in JAMA on the same day in 2…

3 Moderate1 Weak1 Hype
Jul 01, 2026

Gua Sha & Face Rollers: Real Sculpting or Hype?

The viral jade stones and rose-quartz rollers do something genuine — they move fluid, boost blood flow, and feel great. The problem is the part of the pitch that says they permanently reshape your face. That gap is the story.

1 Moderate4 Emerging4 Weak
Jun 25, 2026

Microcurrent Facials: Do the Toning Devices Work?

The viral gadget with two metal spheres has a real clinical lineage and a plausible mechanism. But the gap between a transient post-session tightening and the durable "lift and tone" the ads promise is the whole story.

2 Moderate3 Emerging4 Weak
Jun 23, 2026

Oura Ring: Does the Sleep Tracker Actually Work?

A smart ring is the most credible wearable on the market — and the most over-read. The hardware genuinely captures your nightly heart rate, your beat-to-beat variation, your skin temperature, and a usable estimate of how long you slept, all from a band of t…

1 Moderate3 Emerging1 Weak
Jun 21, 2026

Vibration Plates: Do the Shaking Machines Work?

Stand on the buzzing platform, the caption promises, and the fat falls off while you barely move. That part is fiction — the plate is not a weight-loss machine, and it will not build a physique the way a barbell does.

2 Moderate2 Emerging2 Weak2 Hype
Jun 16, 2026

Microneedling vs Derma-Rollers: What Actually Works

Professional microneedling is a legitimately evidence-backed procedure for acne scars and skin texture. The $15 derma-roller in your bathroom is a much weaker, riskier shadow of it — and the gap between the two is the whole story.

1 Moderate2 Emerging2 Weak
Jun 14, 2026

Cupping Therapy: Do the Olympic Circles Do Anything?

Ever since the round purple marks showed up on swimmers’ shoulders at the 2016 Olympics, cupping has been sold as a recovery and performance secret. Strip the mystique off, and you’re left with a glass or silicone cup, a vacuum, and a bruise.

1 Moderate3 Weak1 Hype
Jun 13, 2026

Massage Guns: What Percussion Therapy Actually Does

Strip the marketing off a Theragun or Hypervolt and you’re holding a targeted vibration tool — pleasant, low-risk, and genuinely useful for two narrow things.

2 Moderate1 Emerging1 Weak1 Hype
Jun 09, 2026

PEMF Therapy Mats: What the Evidence Supports

Here’s the gap nobody selling a $4,000 mat wants you to see clearly. PEMF — pulsed electromagnetic field therapy — is two different things wearing one name.

2 Moderate1 Emerging1 Weak1 Hype
Jun 09, 2026

Infrared Sauna Blankets: Do They Match a Real Sauna?

The strong evidence is for the traditional Finnish sauna. The infrared cabin has a thinner file. The $200–600 blanket sits a step below both — and that hierarchy, honestly drawn, is the whole story.

2 Moderate1 Emerging1 Weak1 Hype
Jun 08, 2026

Do At-Home Red-Light LED Face Masks Actually Work?

The mechanism is real. The clinic-panel collagen data is real. But the leap from a dermatology trial to the mask in your bathroom is where the marketing gets ahead of the evidence — and that gap is the whole story.

1 Moderate1 Emerging1 Weak2 Hype
Jun 03, 2026

Red Light Therapy: What the Evidence Actually Shows

Red light therapy is one of the rare wellness gadgets I won’t roll my eyes at — because for a few specific jobs, the randomized-trial evidence is genuinely there. But here is the catch the marketing buries: the evidence is fiercely domain-specific.

3 Moderate1 Emerging1 Weak1 Hype