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Wrist Heart Rate Accuracy: How Close Your Watch Gets During a Workout

By Shirley · Updated November 6, 2026 · 9 min read
DisclosureSome links here are affiliate links — if you buy through one I earn a small commission at no extra cost to you. It does not affect which devices I recommend. A post a brand paid for, or one with a brand's paid link to its product, says so in its first line.
Please read this firstThis is general information, not medical advice, and nothing here is a diagnosis. Home health devices can be wrong — a fingertip oximeter can read falsely high or low depending on circulation, nail polish, movement and skin temperature. If you feel unwell, or a reading worries you, contact your doctor or emergency services rather than re-testing until you get a number you like.
How Accurate Is Your Watch Heart Rate: A man taps the screen of a silver Apple Watch with a white sport band on his wrist
Photo by Luke Chesser on Unsplash

On a steady walk, run or bike ride, a good watch usually lands close to a chest strap. The error grows when your arms work hard or your effort changes fast. In a Stanford test of 7 wrist devices, 6 had a median heart rate error under 5% on a stationary bike. In a Cleveland Clinic test, not one wrist device was accurate on an elliptical once people grabbed the moving arm handles. So trust the steady middle of your workout. Be careful with the jumps.

I’m Shirley. I’m not a doctor, a nurse or a pharmacist. A fitness watch is not a medical device for diagnosing anything. If you have a heart condition, your doctor is the one who should tell you which numbers matter for you.

I hear this question a lot. Usually it’s from someone whose watch showed a number that didn’t match how they felt (too high on an easy hill, or oddly low while they were huffing on a machine). So here’s how the watch gets its number, how far off it can be, and when it’s worth checking another way.

How the Light on the Back of Your Watch Finds Your Pulse

The back of a smartwatch showing its round optical heart rate sensor with four small lenses
Photo by Chelson Tamares on Unsplash

Turn your watch over. Those little lights on the back are the whole trick.

Apple’s support page explains it plainly. Its watch pairs green LED lights with light-sensitive sensors and flashes them hundreds of times per second. Each heartbeat pushes a little more blood through your wrist, and blood soaks up green light, so the watch counts those tiny changes as beats. Apple lists the sensor’s range as 30 to 210 beats per minute.

That method has a long name: photoplethysmography. Everyone shortens it to PPG, and most fitness watches and bands use some version of it.

A chest strap works differently. It picks up the electrical signal of your heart itself, a lot like the stickers on your chest during an ECG at your doctor’s office. That’s why researchers use a chest strap or an ECG as the yardstick when they test watches. Your watch is reading blood flow at the wrist, while the strap is reading the heart.

What the Studies Found at Rest and on the Move

A man in a red T-shirt rides a road bike with both hands on the handlebars
Photo by Dan Russo on Unsplash

Three studies are worth knowing about. They mostly agree.

In 2017, a Stanford team strapped 7 wrist devices on 60 volunteers, 29 men and 31 women, with an average age of 38. Everyone sat, walked, ran and cycled while a continuous heart monitor kept score. Six of the 7 devices had a median heart rate error under 5% on the bike. Walking had the highest error of any activity. The Apple Watch did best overall; the Samsung Gear S2 did worst.

Engineers at Duke came at it from another angle in 2020. They tested consumer watches next to research-grade wearables, at rest and during activity, and found that the error during activity was, on average, 30% higher than at rest. Their summary is a fair one. The devices were all reasonably accurate at rest and during a long, steady effort, but they differed in how they handled a change in activity.

At a glanceWrist heart rate in three studiesEach study compared wrist devices with a heart monitor or an ECG while people moved.
60volunteers wore 7 wrist devicesStanford, 2017
Under 5%median error on the bike6 of the 7 devices
30%more error moving than restingDuke, 2020
Noneaccurate on the elliptical with arm handlesCleveland Clinic, 2017

Shcherbina et al., J Pers Med, 2017 (Stanford); Bent et al., npj Digital Medicine, 2020 (Duke); Gillinov et al., Med Sci Sports Exerc, 2017 (Cleveland Clinic)

Skin tone is where the two studies part ways. Stanford found more error with darker skin, and also in men, in people with a higher body mass index and during walking. Duke looked across the full range of skin tones and found no statistically significant difference. Honestly, I’d rather tell you that plainly than pick the answer I like. It isn’t settled.

READ: Calories Burned on Your Fitness Tracker: How Accurate Is the Number?

Where the Error Gets Big

A woman in a gym works out on an elliptical trainer while gripping its moving arm handles
Photo by Ikrom Chinaski on Unsplash

If you use a gym machine, this is the study I’d read. In 2017 the Cleveland Clinic tested 50 healthy adults (average age 38, 54% women) on a treadmill, a stationary bike and an elliptical trainer, the elliptical both with its arm handles and without. Every reading was checked against an ECG at rest and at light, moderate and vigorous effort.

They gave each device an agreement score. A 1 would be a perfect match with the ECG.

The chest strap scored 0.996, which is about as close as it gets. Apple Watch came next at 0.92, then the TomTom Spark at 0.83 and the Garmin Forerunner at 0.81. A forearm band, the Scosche Rhythm+, managed 0.75. The Fitbit Blaze came last at 0.67.

The machine mattered just as much as the brand. On the treadmill, most devices scored between 0.88 and 0.93, and only the Fitbit Blaze fell behind, at 0.76. On the bike, only 3 of the wrist and forearm devices were good enough. On the elliptical with the arm handles moving? None of them. Every single one scored under 0.80.

Apple’s own fine print says much the same thing. Rhythmic movements like running or cycling give better results than irregular ones like tennis or boxing. Lifting weights wasn’t part of these studies, so I can’t give you a number for it. My guess is that a lot of stop-and-start gripping won’t help, but that’s a guess, not a reading.

Head to headChest strap vs the best watch in the testAgreement with an ECG during exercise, where 1 would be a perfect match. The best watch in this study was the Apple Watch.
Chest strapBest watch
ReadsThe heart's electrical signalBlood flow, by light
Agreement▲ 0.9960.92
ComfortA band around your chest▲ Already on your wrist
Best forExact numbersSteady walks and rides

Bottom line: If an exact number matters, wear the strap. On a steady walk, the watch is close.

Gillinov et al., Variable Accuracy of Wearable Heart Rate Monitors during Aerobic Exercise, Med Sci Sports Exerc, 2017

Cold Hands, a Tattoo or a Loose Band

A black smartwatch worn snug on a man's wrist with a black sport band
Photo by Klim Musalimov on Unsplash

Some things that throw off the reading have nothing to do with the watch. Apple lists them on its support pages, and they apply to pretty much any watch that reads your pulse with light.

Start with blood flow in your skin. It varies a lot from one person to the next, and the weather changes it too. If you’re exercising in the cold, Apple says, the blood flow in your wrist might be too low for the sensor to get a reading at all. So cold hands on a January walk are a real reason for a strange number, not a sign that your heart is doing something odd.

Tattoos come next. Apple says the ink, the pattern and how saturated the color is can block light from the sensor.

Then there’s fit, and it’s the one you can fix today. Apple wants the watch snug on top of your wrist with the sensor close to your skin, and it even suggests tightening the band for workouts and loosening it afterward. A watch that slides around can’t keep the sensor against your skin. Turns out a single notch makes a difference.

Chest Strap or Watch: Which One You Need

A black smartwatch with a black sport band showing the time on a light gray surface
Photo by Klim Musalimov on Unsplash

For most people on a walk or an easy bike ride, the watch is fine. What matters is how much an error would matter to you.

The Cleveland Clinic team didn’t hedge. When an accurate heart rate is important, they wrote, use a chest monitor with electrodes. A second study from the same group in 2019 tested 80 patients in cardiac rehab, on a treadmill and a stationary bike. The chest strap scored 0.99 against the ECG, while the best watch managed 0.80 and the weakest just 0.52. None of the wrist devices was as accurate as the strap.

So if your doctor or your rehab team gave you a heart rate you shouldn’t go over, I’d wear a chest strap during exercise. Most watches can pair with one over Bluetooth. Apple suggests exactly that when the wrist can’t get a steady reading.

Which oneStrap or watch for your workout?From the studies and Apple's own fine print. Your doctor's advice comes first.
If Your doctor gave you a heart rate limitChest strapCardiac rehab study: strap 0.99, best watch 0.80
If Arm handles, boxing or tennisChest strapWrist devices struggled there
If A steady walk, run or rideThe watch is fineSnug band, on top of the wrist
If Cold hands, or a tattoo under itWarm up, or use a strapLow blood flow or ink can block the light

Etiwy et al., Cardiovasc Diagn Ther, 2019; Gillinov et al., 2017; Apple Support, Monitor your heart rate with Apple Watch

READ: Heart Rate Monitor: Which Should I Choose?

How to Get a Better Reading From Your Watch

A person in a blue workout top adjusts a silver smartwatch with a white sport band
Photo by Luke Chesser on Unsplash

You can’t turn a watch into a chest strap. You can get a lot closer to what the studies saw, though.

Tighten the band one notch before you start, and wear it on top of your wrist. On a cold day, give your hands a few minutes to warm up. Read the display during the steady part of your workout rather than in the first minute after you speed up, because a change in effort is when the Duke team saw the devices differ the most.

What to expectA better reading, step by stepHabits that get your watch closer to what the studies saw. None of them make it a chest strap.
  1. BeforeTighten the band a notchOn top of the wrist, sensor on skin
  2. Warm-upLet cold hands warm upLow blood flow can block a reading
  3. Steady partRead the display nowDevices were closest here
  4. Speed changesUse the talk testTalk but not sing means moderate
  5. AfterLoosen the bandApple's own suggestion

Apple Support (fit, cold, tattoos); Bent et al., 2020; CDC talk test

Two checks need no gadget at all. You can count your pulse at your wrist for 30 seconds and double it, the way the NHS explains it. Or use the CDC’s talk test: during moderate exercise you can talk but not sing, and during vigorous exercise you can’t say more than a few words without stopping for a breath. If the display and your breathing disagree, believe your breathing.

READ: Heart-Rate Zones & Maximum Heart Rate

When the Number Means Call Your Doctor

A doctor in a white coat carries a stethoscope and a face mask in a gloved hand
Photo by Ashkan Forouzani on Unsplash

A watch can be wrong. Your body can’t.

If you feel chest pain or pressure, dizziness, unusual shortness of breath or a fluttering, uneven heartbeat while you exercise, stop. Don’t look at the watch to decide whether it’s real. Call 911 for chest pain that doesn’t go away, and call someone rather than drive yourself.

At rest, Mayo Clinic gives the normal range for adults as 60 to 100 beats per minute. If your watch keeps showing a resting number outside that, and especially if you also feel unwell, tell your doctor. Bring the readings along and mention which watch you wear. And if you take any heart medicine, ask your doctor which numbers to aim for during exercise. The usual charts may not fit you.

The Short Version

A woman in black workout clothes walks on a treadmill in a row of machines by tall windows
Photo by Mike Cox on Unsplash

Your watch reads blood flow with light. On a steady walk, run or ride it’s usually close: 6 of 7 wrist devices stayed under a 5% median error on a bike, and the best one scored 0.92 against an ECG. The error runs about 30% higher when you’re moving than when you’re still, and it gets much worse with arm handles, irregular moves, cold hands, a tattoo or a loose band.

If an exact number matters for your health, wear a chest strap and ask your doctor what to aim for. If you feel unwell, stop. Whatever the display says.

Written by

Shirley

Shirley writes Self Health Pharmacist's guides to home health devices: pulse oximeters, CPAP machines, sleep trackers and hearing aids. Each guide explains what the reading actually measures, what a normal range looks like, which features are worth paying for, and the point at which a device stops being useful and you need a person instead.

A device is not a diagnosis. The guides tell you what a number means, and they say plainly when it means call your doctor.

A note on our names: Self Health Pharmacist is written by a small team under pen names, one name for each job, and Shirley is the name on our device guides. The site's name is its brand, not a job title: we are not pharmacists, and nothing here replaces your own pharmacist or doctor.