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
123 months ago
At least Pebble is doing more with their watch than making different colors of bands...
Score: 7 Votes (Like | Disagree)
fitshaced Avatar
123 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
123 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

AirPods Pro Firmware Feature

Apple Releases New Firmware for AirPods Pro 2, AirPods Pro 3, and AirPods 4

Thursday November 13, 2025 11:35 am PST by
Apple today released new firmware designed for the AirPods Pro 3, the AirPods 4, and the prior-generation AirPods Pro 2. The AirPods Pro 3 firmware is 8B25, while the AirPods Pro 2 and AirPods 4 firmware is 8B21, all up from the prior 8A358 firmware released in October. There's no word on what's include in the updated firmware, but the AirPods Pro 2, AirPods 4 with ANC, and AirPods Pro 3...
CarPlay Pinned Messages

iOS 26.2 Adds New CarPlay Setting

Thursday November 13, 2025 6:48 am PST by
iOS 26 extended pinned conversations in the Messages app to CarPlay, for quick access to your most frequent chats. However, some drivers may prefer the classic view with a list of individual conversations only, and Apple now lets users choose. Apple released the second beta of iOS 26.2 this week, and it introduces a new CarPlay setting for turning off pinned conversations in the Messages...
iPhone Pocket Short

iPhone Pocket Now Available to Order, But Already Selling Out

Friday November 14, 2025 6:20 am PST by
Apple recently teamed up with Japanese fashion brand ISSEY MIYAKE to create the iPhone Pocket, a limited-edition knitted accessory designed to carry an iPhone. iPhone Pocket is available to order on Apple's online store starting today, in the United States, France, China, Italy, Japan, Singapore, South Korea, and the United Kingdom. However, it is already completely sold out in the United...
tvOS 26 Profiles

tvOS 26.2 Adds a Useful New Feature to Your Apple TV

Friday November 14, 2025 10:02 am PST by
Starting with the upcoming tvOS 26.2 update, currently in beta, additional profiles created on the Apple TV no longer require their own Apple Account. In the Settings app on the Apple TV, under Profiles and Accounts, anyone can create a new profile by simply entering a name and indicating whether the profile is for a kid. The profile will be associated with the primary user's Apple Account,...
Tim Cook WWDC 2018

Report: Tim Cook to Step Down as Apple CEO 'as Soon as Next Year'

Saturday November 15, 2025 2:40 pm PST by
Apple is preparing for Tim Cook to step down as CEO of the company "as soon as next year," according to the Financial Times. The company's board of directors and senior executives "recently intensified preparations for Cook to hand over the reins," the report said. While the report said that Apple is unlikely to name a new CEO before its next earnings report in late January, it went on to ...
apple silicon mac lineup 2024 feature purple m5

Apple's 2026 Mac Plans

Friday November 14, 2025 3:23 pm PST by
Most of Apple's Macs are slated to get M5 chips across 2026, and there's a possibility we'll even see the first M6 chips toward the end of the year. Updates are planned for everything from the MacBook Air to the Mac Studio. MacBook Air (Early 2026) The MacBook Air will be one of the first Macs to get a 2026 refresh, with an update planned for the first few months of the year. The MacBook...
walmart new ornametns

Walmart Black Friday Deals Begin Today With Low Prices on Headphones, TVs, and More

Friday November 14, 2025 7:55 am PST by
Walmart's Black Friday sale has officially kicked off today, with an online shopping event that's also seeing some matching deals in retail locations. There are quite a few major discounts in this sale, including savings on headphones, TVs, and more. Note: MacRumors is an affiliate partner with Walmart. When you click a link and make a purchase, we may receive a small payment, which helps us...
best early black friday deals

Best Black Friday Apple Deals Live Now - Save on AirPods, iPads, and Apple Watches

Saturday November 15, 2025 1:45 pm PST by
We're officially in the month of 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 ...
iOS 26

iOS 26.2 Available Next Month With These 8 New Features

Tuesday November 11, 2025 9:48 am PST by
Apple released the first iOS 26.2 beta last week. 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 in 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....
homepod mini thumb feature

New HomePod Mini, Apple TV, and AirTag Were Expected This Year — Where Are They?

Wednesday November 12, 2025 11:42 am PST by
While it was rumored that Apple planned to release new versions of the HomePod mini, Apple TV, and AirTag this year, it is no longer clear if that will still happen. Back in January, Bloomberg's Mark Gurman said Apple planned to release new HomePod mini and Apple TV models "toward the end of the year," while he at one point expected a new AirTag to launch "around the middle of 2025." Yet,...