Pebble has published the algorithms that drive its native fitness tracking app, following the launch of its crowdfunding campaign for three new fitness-focused smartwatches, the Pebble Core, Pebble 2, and Time 2.

The move is a first in the wearables industry, and appears to be an effort by the company to demonstrate serious ambitions in the burgeoning "quantified self" and health data tracking fields.

pebble-happiness-app
Nathaniel Stockham is a Stanford University Ph.D. student in Neuroscience and the person who developed the app's algorithms. Stockham explained in a blog post called "Opening the Black Box" that one of the published algorithms detects and measures motion, while the other counts steps and can distinguish if you're walking or running.

Algorithms "are the missing piece in making wearables useful to developers and relevant to healthcare researchers", according to the company. The idea is that by making its own algorithms available to the public, Pebble is enabling third parties to expand upon its own work.

Pebble has also worked with Stanford to launch a new mood-logging app called Happiness. The app works on a weekly cycle and prompts users to rate their daily mood and energy levels, and also requests contextual details such as location, activity, and social company, and then collates the data in an email report. The app is available for Pebble Time, Pebble Time Steel and Pebble Time Round users, and can be downloaded here.

Pebble claims that the app has allowed some of its own staff to make tangible changes in their life, such as socializing more with coworkers. The company states that all identifying Happiness usage data remains within the app, although it notes that some data may be used in aggregate analytics.

Lastly, Pebble has also published the results of a sleep study it has conducted with the university, looking at the differences between people who consider themselves "night owls" or "morning larks". The data was able to identify distinct clusters that aligned with the two tendencies, and suggests that these groups represent biologically established chronotypes.

Tag: Pebble

Top Rated Comments

pdaholic Avatar
124 months ago
At least Pebble is doing more with their watch than making different colors of bands...
Score: 7 Votes (Like | Disagree)
fitshaced Avatar
124 months ago
I'm surprised the Pebble Time didn't fail shortly after release as it looks like a child's toy. This doesn't help.
Score: 2 Votes (Like | Disagree)
CFreymarc Avatar
124 months ago
I'm surprised the Pebble Time didn't fail shortly after release as it looks like a child's toy. This doesn't help.
Pebble is doing quite well. They hit the sweet spot price point and the apps are native. It is the revenge of the Palm Pilot.
Score: 1 Votes (Like | Disagree)

Popular Stories

hikawa phone grip stand apple%402x

Apple Launches Second Limited-Edition iPhone Accessory in a Month

Friday November 21, 2025 3:53 am PST by
Apple has begun selling the Hikawa Phone Grip and Stand, a new limited-edition iPhone accessory designed with accessibility in mind. Designed by LA-based Bailey Hikawa to celebrate the 40th anniversary of accessibility at Apple, the grip uses magnets to securely snap onto any iPhone with MagSafe. Apple says it can be removed with ease, and doubles as a stand with two different viewing...
iOS 26

iOS 26.2 Adds These New Features to Your iPhone

Thursday November 20, 2025 10:50 am PST by
iOS 26.2 is currently in beta testing. The upcoming update includes a handful of new features and changes on the iPhone, including a new Liquid Glass slider for the Lock Screen's clock, offline lyrics for Apple Music, and more. In a recent press release, Apple confirmed that iOS 26.2 will be released to all users in December, but it did not provide a specific release date. Keep reading...
Apple Shopping Event 2025

Apple Announces 2025 Black Friday Event, Here's What You Can Get

Thursday November 20, 2025 6:28 am PST by
Apple's annual four-day Black Friday through Cyber Monday shopping event is returning on Friday, November 28 through Monday, December 1 in many countries, including the United States, Canada, Australia, New Zealand, France, Germany, Italy, Spain, the United Kingdom, Belgium, the Netherlands, Sweden, Thailand, and others. During the shopping event, customers can get an Apple gift card with...
iOS 26 on Three iPhones

iOS 27 Will Reportedly Have Two Key Upgrades

Sunday November 23, 2025 8:48 am PST by
iOS 27 will reportedly have two major elements: quality improvements and new AI features. In his Power On newsletter today, Bloomberg's Mark Gurman said that iOS 27 will be similar to Mac OS X Snow Leopard, in the sense that Apple is focused on improving "quality and underlying performance" over adding new features. Gurman said there is one exception to this rule, though, as he expects...
maxresdefault

The MacRumors Show: iPhone 18 Pro Looks Like a Huge Upgrade

Friday November 21, 2025 9:10 am PST by
On this week's episode of The MacRumors Show, we talk through all of the new features and improvements expected to come to next year's iPhone 18 Pro and iPhone 18 Pro Max models. Subscribe to The MacRumors Show YouTube channel for more videos Apple's next-generation iPhones are less than ten months away and we already have a good idea about what to expect based on corroborated leaks, rumors,...
Apple Foldable Thumb

Foldable iPhone to Debut These Two Breakthrough Features

Wednesday November 19, 2025 7:26 am PST by
Apple's first foldable iPhone is expected to launch alongside the iPhone 18 Pro models in fall 2026, and it's shaping up to include two standout features that could set it apart from the competition. The book-style foldable will reportedly feature an industry-first 24-megapixel under-display camera built into the inner display, according to a recent JP Morgan equity research report. That...
General Black Friday Deals 25 Red

Apple Black Friday Deals Available Now on AirPods, iPads, Accessories, and More

Friday November 21, 2025 8:48 am PST by
We're only a few days away from Black Friday, which will take place on Friday, November 28 in 2025. As always, this will be the best time of the year to shop for great deals, including popular Apple products like AirPods, iPad, Apple Watch, and more. In this article, the majority of the discounts will be found on Amazon. Note: MacRumors is an affiliate partner with some of these vendors. When...
ipad black friday 2025

The Best Early Black Friday iPad Deals

Thursday November 20, 2025 10:20 am PST by
Black Friday is just over a week away, and iPad deals have finally started to flood in at retailers like Amazon and Best Buy. Below we're tracking discounts on every current generation iPad, including lowest-ever prices on M3 iPad Air and M5 iPad Pro, plus steep markdowns on iPad and iPad mini. Note: MacRumors is an affiliate partner with some of these vendors. When you click a link and make a ...
iPhone 17 Pro Cosmic Orange

10 Reasons to Wait for Next Year's iPhone 18 Pro

Wednesday November 19, 2025 4:00 am PST by
Apple's iPhone development roadmap runs several years into the future and the company is continually working with suppliers on several successive iPhone models at the same time, which is why we often get rumored features months ahead of launch. The iPhone 18 series is no different, and we already have a good idea of what to expect for the iPhone 18 Pro and iPhone 18 Pro Max. One thing worth...