惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

GbyAI
GbyAI
V
Visual Studio Blog
美团技术团队
L
LINUX DO - 最新话题
Last Week in AI
Last Week in AI
雷峰网
雷峰网
博客园_首页
腾讯CDC
博客园 - Franky
大猫的无限游戏
大猫的无限游戏
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
人人都是产品经理
人人都是产品经理
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
J
Java Code Geeks
W
WeLiveSecurity
Apple Machine Learning Research
Apple Machine Learning Research
Spread Privacy
Spread Privacy
博客园 - 聂微东
量子位
Recent Announcements
Recent Announcements
S
Schneier on Security
O
OpenAI News
PCI Perspectives
PCI Perspectives
H
Heimdal Security Blog
T
Tailwind CSS Blog
S
Security Affairs
Y
Y Combinator Blog
P
Privacy International News Feed
Hacker News: Ask HN
Hacker News: Ask HN
Stack Overflow Blog
Stack Overflow Blog
Application and Cybersecurity Blog
Application and Cybersecurity Blog
U
Unit 42
Webroot Blog
Webroot Blog
Vercel News
Vercel News
Simon Willison's Weblog
Simon Willison's Weblog
B
Blog RSS Feed
S
Secure Thoughts
Microsoft Azure Blog
Microsoft Azure Blog
N
Netflix TechBlog - Medium
V
V2EX
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
D
DataBreaches.Net
月光博客
月光博客
博客园 - 三生石上(FineUI控件)
L
LangChain Blog
S
Security @ Cisco Blogs
The Hacker News
The Hacker News
The GitHub Blog
The GitHub Blog
C
CERT Recently Published Vulnerability Notes

CNET

Valve's Steam Machine: Summer Release Planned, Still No Price Apple TV: 28 of the Best Shows You're Probably Not Watching YouTube TV vs. DirecTV vs. Hulu Live and More: Which Has the Most Must-Have Channels Out of 100? If You Want to Be a Better Pet Parent, AI Can Help I Was Shocked by How Good These Budget TVs Were Trump Phone Looks Different, Has No Launch Date, Isn't Made in America The Apple Watch Series 12 Is Rumored to Revive a Retired iPhone Feature Best Projector of 2026: Tested by Experts Best Home Theater Systems of 2026 How to Use Apple's Clean Up Tool to Remove Unwanted People and Things From Your Photos Today's NYT Strands Hints, Answers and Help for April 12 #770 Today's NYT Connections Hints, Answers and Help for April 12, #1036 Today's Wordle Hints, Answer and Help for April 12, #1758 Today's NYT Mini Crossword Answers for Sunday, April 12 Today's NYT Connections: Sports Edition Hints and Answers for April 12, #566 Watch a Robot Stuff Cash Into a Wallet Just Like You Do This Animation Startup Wants to Make It Easier to Tell Open-Ended Stories The 23 Best Graduation Gifts for 2026 Grand National 2026 Livestream: How to Watch Aintree Horse Racing From Anywhere Amazon Luna to Drop Support for Third-Party Games and Subscriptions in June YouTube Premium Is the Latest Streaming Service to Hike Prices Today's NYT Mini Crossword Answers for Saturday, April 11 Elden Ring: Tarnished Edition for Switch 2 Reignites Controversy Over Game-Key Cards Comcast Adds New StreamSaver Bundles: HBO Max, Disney Plus, Hulu Now Part of the Lineup Samsung's Galaxy Z Fold 7 Just Got a Price Hike, 9 Months After Its Release Microsoft Is Scrubbing the Copilot Name From Some Windows 11 Apps These $299 Glasses Are Like an HDR TV on Your Face Today's NYT Connections: Sports Edition Hints and Answers for April 11, #565 How to Make Sure Your Private Signal Messages Aren't Still Lurking on Your Phone Apple AirPods Max 2 Review: Seemingly Small Changes Make a Substantial Difference Today's NYT Connections Hints, Answers and Help for April 11, #1035 Today's NYT Strands Hints, Answers and Help for April 11 #769 Today's Wordle Hints, Answer and Help for April 11, #1757 Encrypted Emails Are Now Available for Some Gmail Phone App Enterprise Customers Tyson Fury vs. Arslanbek Makhmudov Fight: When to Watch the Action on Netflix Encyclopedia Britannica and Merriam-Webster Sue OpenAI OpenAI to Launch ChatGPT 'Adult Mode' Despite Warnings From Its Own Advisers Google Rolls Out Latest AI Model, Gemini 3.1 Pro FA Cup Soccer 2026: Watch Aston Villa vs. Newcastle Live From Anywhere The Google Pixel 10 Pro Might Have the Best Phone Display for Gaming We Tested 35 Phones and Found the Surprising Winner of Best Battery Life Best Smart Soundbar of 2026 Today's Wordle Hints, Answer and Help for Feb. 13, #1700 Today's NYT Strands Hints, Answers and Help for Feb. 13 #712 Today's NYT Connections Hints, Answers and Help for Feb. 13, #978 Hackers Are Trying to Copy Gemini via Thousands of AI Prompts, Google Reports YouTube Is Finally on the Apple Vision Pro. Can We Expect More Google Apps to Come? Premier League Soccer: Stream Brentford vs. Arsenal Live From Anywhere Sony's New WF-1000XM6 Earbuds Just Jumped to the Top of My Best Earbuds List How to Connect Bluetooth Headphones to Your Smart TV Fitbit's Gemini-Powered Coach Comes to the iPhone and Rolls Out to More Countries Today's Wordle Hints, Answer and Help for Feb. 12, #1699 Today's NYT Connections Hints, Answers and Help for Feb. 12, #977 Lenovo IdeaPad 5i 16 2-in-1 Gen 10 Review: Budget Convertible With Good Performance but a Clunky Design Today's NYT Strands Hints, Answers and Help for Feb. 12 #711 Today's NYT Connections: Sports Edition Hints and Answers for Feb. 12, #507 Today's NYT Mini Crossword Answers for Thursday, Feb. 12 Remember James Van Der Beek by Streaming Dawson's Creek and His Other Roles Stay Patient, Apple Fans: Siri AI Delayed Again to Late 2026 at the Earliest Anthropic Expands Claude's Free Tier With More Features Diablo Celebrates 30th Anniversary With New Warlock Class, Coming to 3 Games This Year Amazon Pharmacy to Offer Same-Day Delivery to 2,000 More Communities in 2026 Dell XPS 14 Hands-On: The Long-Running Laptop Brand Goes Back to What Works Aloha, AI Moana: Google's AI Will No Longer Accept Disney Character Prompts Darren Aronofsky, Your AI Slop Is Ruining American History in 'On This Day…1776' Best PlayStation 5 Controllers in 2026: The Top PS5 Controllers From Sony, Razer, Nacon and More Best Streaming Services for Kids in 2026 Using AI at Work May Actually Make Your Days Longer and More Unpleasant, Study Finds Best Sonos Speakers for 2026 Premier League Soccer: Stream West Ham vs. Man United, Live From Anywhere Framework Desktop Review: Small and Mighty, but Shy of Upgrade Greatness Overwatch's New Season 1 Launches Today, Delivering on Decade-Long Potential The Best Way to Prevent Fraud: A Guide to Freezing Your Social Security Number Today's NYT Connections: Sports Edition Hints and Answers for Feb. 10, #505 Today's NYT Connections Hints, Answers and Help for Feb. 10, #975 TikTok Ordered to Change Algorithm Over 'Addictive Design,' or Face a Hefty Fine Super Bowl LX: Watch the AI-Related Ads Coming to the Big Game My Wife and I Play the Best Two-Player Games Every Week. Here Are Our Favorites 'Wicked: For Good' Is Coming to Streaming. Here's When You Can Watch Here's Why Taylor Swift's Opalite Music Video Isn't on YouTube Yet Testing the Best Laser Cutters and Engravers Is One of the Best Parts of My Job My iPhone 17 Pro Went Head-to-Head Against a Pro Cinema Camera Valve Delays Steam Frame and Steam Machine Pricing as Memory Costs Rise 'Predator: Badlands': Here's When You Can Stream It on Hulu Americans Plan to Spend $1,177 on a New TV. Here's How to Do It for Less in Time for the Big Game ExpressVPN’s New Privacy-Focused AI and Email Protection Features Could Be Game Changers From Data Entry to Strategy, AI Is Reshaping How We Do Taxes The Motorola Signature Is the Moto Phone I've Wanted for Years Spotify's Page Match Lets You Swap Between a Book and the Audiobook I Played the 5 New Overwatch Heroes Dropping Next Week. Check Out the Gameplay These New AI Transcription Models Are Built for Speed and Privacy Best Budget Earbuds for 2026: Cheap Wireless Picks Maximize Your Refund with H&R Block's Smart Tax Tools How H&R Block's Experts Can Help You Avoid Common Filing Mistakes Anthropic Pinky-Promises It Won't Add Ads to Claude This Phone Stays Charged for Almost a Week by Keeping Your Data Secure Winter Olympics 2026: How to Watch Ice Hockey Events 8 Essential Security Tips for Using AI Chatbots Safely Here's How to Use Apple's Invites App to Plan Your Super Bowl Party Google Brings Genie 3's Interactive World-Building Prototype to AI Ultra Subscribers
AirPods Can Measure Your Heart Rate, but Are They Accurate?
Vanessa Hand Orellana · 2026-06-20 · via CNET

I wore the AirPods Pro 3 for months before I remembered they could even track my heart rate.

I remember sitting in Apple's September keynote, when the company announced heart-rate tracking through your ears. Measuring the rate of your heartbeats from a pair of earbuds sounded futuristic, and the announcement drew one of the loudest rounds of applause of the keynote.

Then I got home and went right back to recording every workout with my Apple Watch.

There wasn't much reason to change. The Apple Watch Series 11 beat out every smartwatch I tested in our CNET Labs heart-rate comparisons against a Polar chest strap (designed explicitly to track heart rate), so I wasn't expecting a pair of earbuds to come anywhere close.

Spoiler: They did.

The Apple Watch Series 11 still takes the crown for heart rate accuracy, but if I'd included the AirPods Pro 3 in my previous comparisons, they would've beaten out every other smartwatch on my list.

An arm resting on a white Apple keyword while wearing a black Apple Watch showing heart rate.

The Apple Watch is our top-rated smartwatch for heart-rate tracking. 

raditya/Getty Images

Health tracking moves beyond the wrist

Consumer health tracking started on the wrist, but it isn't staying there. Fitness trackers and smartwatches have made 24/7 heart-rate monitoring mainstream to aid in training and recovery. They've since evolved to almost clinical level of precision to help flag serious heart conditions, sleep issues and even alert emergency services with features like loss of pulse detection (on the Pixel Watch). 

Now we're seeing similar sensors in smartrings, earbuds, smart earrings and soon even smart glasses that can do the same from different parts of your body.

Where we'll eventually wear our primary health tracker is still an open question. But to answer that, every new location has to prove it can measure those same health signals as accurately as the wrist.

A person is wearing earbuds, a ring and a watch, all of which are smart devices. The earbuds report the wearer's heart rate, the ring reports blood oxygen percentage and the watch reports respiratory rate.

Wearables like the earbuds and smart rings are tracking vitals beyond the wrist.  

Vanessa Hand Orellana/Jeffrey Hazelwood/CNET

Why your ear might be a better place to measure heart rate

While tracking heart rate from earbuds is novel, I wasn't starting this comparison from scratch. A few months earlier, Whoop's now-infamous "thong" accessory (yes, the fitness company really makes performance underwear that lets you wear its sensor on your waist and other locations) sent me down a rabbit hole. I interviewed physicians and wearable experts about whether different parts of the body are better suited for measuring different health signals.

The answer depends on what you're measuring. Fingertips, for example, work well for blood oxygen because they're packed with small blood vessels, and thinner skin lets more light pass through.

Heart rate is different. In general, the closer a sensor sits to the heart (and the less that body part moves during exercise), the easier it is for a sensor-equipped device to capture a clean signal.

That gives the ear a couple of advantages over the wrist. It's slightly closer to the heart and stays relatively stable while you run. But location is only part of the equation.

Apple has spent more than a decade refining the Apple Watch's heart-rate algorithms. In my previous CNET Labs testing against a Polar H10 chest strap, the Apple Watch Series 11 averaged less than a 1% error rate, making it the most accurate smartwatch I've tested to date. 

The AirPods have different hardware and space constraints. Apple says it built its smallest-ever heart-rate sensor to fit inside the tiny buds and trained it on more than 50 million hours of Apple Health Study data. But this is still new territory. The question isn't whether earbuds can measure heart rate, it's whether they can come close to the Apple Watch.

How I tested the AirPods Pro 3 against the Apple Watch

For every wearable I've tested, I use the same benchmark: the Polar H10 chest strap (CNET's gold standard in consumer HR tracking). Unlike an Apple Watch or AirPods, which estimate heart rate by shining light into your skin and measuring changes in blood flow, the Polar measures the heart's electrical signals directly. Think of it as measuring the rock hitting the water instead of the ripples it creates. Optical sensors can match that signal, but paired with enough machine learning, they can surprisingly close.

Polar H10 heart rate monitor on a wood floor

The Polar H10 uses electrodes to measure the heart's electrical activity.

Giselle Castro-Sloboda/CNET

To keep the comparisons consistent, I ran every test on the same college track using the same protocol I'd developed for previous CNET Labs smartwatch testing. Each workout covered four laps, or 1 mile.

The first lap is the ramp up to raise my heart rate from resting. The next two laps are a steady cruising altitude at a medium pace through the middle heart-rate zones. And the final lap is an all-out sprint to push my body as close to my maximum heart rate as possible. Max heart rate is generally estimated as 220 beats per minute minus your age. 

Using the same route, pace and effort each time helps eliminate variables, so the only thing that changes is the device.

Watch this: I Ran 30 Miles and THIS Is the Most Accurate Smartwatch

Before testing the AirPods, I reran the Apple Watch Series 11. I already had data from previous CNET Labs testing, but I wanted both devices to compete under the same conditions. Temperature, humidity and even blood vessel constriction can influence optical heart-rate sensors, so I tested both on the same track during the same stretch of summer weather.

I strapped it on, ran four laps and finished the workout. Plug and play, no drama. 

The AirPods were another story. As of September 2025, Apple lets you start a workout from your fitness app on your phone and use the AirPods to track heart rate if they're paired. But having an Apple Watch confuses the signal, so I took off the Apple Watch and left it on a nearby bench, assuming that would force Apple's Fitness app to use the AirPods for heart-rate tracking. I started a workout from the Fitness app, confirmed the AirPods were connected and took off.

Once I was done, however, half the heart-rate data had disappeared from the graph. I still don't know whether I accidentally interrupted the recording by switching apps mid-run to check the Polar strap's data or whether the Fitness app tried to reconnect to the Apple Watch, but the fact that I still don't know doesn't speak well for the AirPods convenience. I asked Apple what might have happened and will update this story if I learn more.

Attempt No. 2 to get AirPods heart rate data ended even more dramatically. Halfway through my third lap, the sprinklers on the track turned on. I was running with my phone in hand to make sure the Fitness app stayed open. Somehow, a drop of water happened to land right on the stop button, and in an instant my run ended and my work had been in vain. 

Back to square one. By that point, the Apple Watch had already won on convenience alone.

On my third attempt, I turned the Apple Watch completely off, left the Fitness app open for the entire workout and successfully dodged the sprinklers.

I logged two complete AirPods runs and then dug into the data. At first glance, the workout summaries looked nearly identical. Average heart rate differed by only a few beats per minute, and peak heart rate came in about 5 bpm lower on the AirPods. That's fairly normal because optical sensors tend to lag slightly during rapid spikes in heart rate.

Workout summaries and averages are just snapshots and miss out on the bigger picture. 

To test accuracy, I needed to compare every single heart-rate reading throughout the run.

Polar makes that easy by exporting your data as a CSV (spreadsheet) file. Apple requires exporting your entire Health history first (11 years in my case). Fortunately, there is a workaround. Third-party apps like Health Fit parse through the data for you so you can just isolate by workout and neatly export into a spreadsheet. 

Once I had matching datasets, I sent them to CNET data analyst Gianmarco Chiumbe. He lined up each heart-rate sample from the AirPods with the corresponding reading from the Polar chest strap, then calculated the error rate for every point before averaging the results across both runs.

The AirPods didn't beat the Apple Watch, but they beat my expectations

I expected the AirPods to be good enough for casual workouts. I didn't expect them to outperform most of the smartwatches I've tested. Across two outdoor runs, the AirPods Pro 3 averaged a 1.67% heart-rate error compared with the Polar H10 chest strap, landing within 2.4 bpm on average.

Airpods Heart-Rate Error (%)Heart-Rate Error (BPM)

Run 1

1.84%

2.65 bpm

Run 2 

1.50%

2.15 bpm

Average 

1.67%

2.40 bpm

For context, CNET Labs has compared top smartwatches -- including Samsung's Galaxy Watch 8, Google's Pixel Watch 4, Garmin's Venu 4 and the Amazfit Bip 4 -- against the same Polar chest strap using this protocol. Most optical heart-rate sensors fall within a 7% error rate. 

Based on my results, the AirPods would have finished second only to the Apple Watch in that lineup.

Device Avg. Heart-Rate Error (BPM)Avg. Heart-Rate Error (%)

Apple Watch Series 11

1.40

0.98%

AirPods Pro 3 

2.40

1.67%

Garmin Venu 4

5.54

3.89%

Google Pixel Watch 4

8.68

5.64%

Samsung Galaxy Watch 8

10.51

6.66%

Amazfit Bip 6

10.63

7.03%

In my previous CNET Labs testing (in February 2026), the Apple Watch averaged less 0.98%. When I reran it under the same conditions as the AirPods (much hotter weather), it performed even better at 0.38%.

But as impressive as that is, the gap isn't large enough to matter for most runners or gym-goers. 

If you're buying the $250 AirPods Pro 3 for music, noise cancellation and calls, heart-rate tracking isn't just a bonus feature. Based on my testing, it's one of the most accurate optical heart-rate sensors I've used -- second only to the $400 Apple Watch Series 11. 

If you care about convenience, and the most accurate second-by-second data (especially at peak effort), then the Series 11 is worth the splurge and still sets the standard.

The more interesting takeaway is what this says about where wearable health tracking is headed. For years, heart-rate monitoring belonged almost exclusively on the wrist, and the AirPods Pro 3 proves that's no longer the case. And as the data improves and algorithms continue to evolve, it's not hard to imagine a future where earbuds outperform even the best watches.