Netflix announced yesterday that it will replace star-based user reviews in its content library with binary thumbs up and thumbs down ratings over the coming weeks.

Previous star ratings given by users will be used to personalize their Netflix profiles, but the ability to rate a TV series or movie by awarding stars is set to disappear altogether, according to Variety.

img 20170316 143235

Image via Variety

Netflix VP of Product Todd Yellin told journalists on Thursday during a press briefing at the company’s headquarters in Los Gatos, Calif., that the company had tested the new thumbs up and down ratings with hundred of thousands of members in 2016. "We are addicted to the methodology of A/B testing," Yellin said. The result was that thumbs got 200% more ratings than the traditional star-rating feature.

According to Netflix, at one point subscribers had awarded over 10 billion 5-star ratings and more than half of all members had rated more than 50 titles. However, the company eventually concluded that star ratings had become less relevant, with some users giving documentaries 5 stars and silly movies just 3 stars, even though they would watch the silly movies more often than the highly rated documentaries.

"We made ratings less important because the implicit signal of your behavior is more important," Yellin told journalists.

In addition to the binary rating scheme, Netflix is also bringing a new percent-match feature to its interface that shows how good a match any given show or movie is for an individual subscriber. If a movie or TV show fits very closely with a user's taste, it may get a high percentage match, although shows with less than a 50 percent match won't show a match rating.

Netflix said the changes will roll out globally within the next month or so.

Tag: Netflix

Top Rated Comments

adamneer Avatar
113 months ago
Great, another avenue for displaying what's most popular, rather than what's best. That's the key reason a ****** comedy would be viewed more than an award winning documentary and yet receive less stars. It's really not that hard to figure out.
Score: 9 Votes (Like | Disagree)
smacrumon Avatar
113 months ago
Thanks for rating Netflix, Smacrumon!


[doublepost=1489748283][/doublepost]
Makes sense. Most people don't bother to think about what star rating a piece of content really deserves anyway. I only ever check star ratings on rotten tomatoes, where you get insightful write-ups too.
Most people actually do know how to offer an opinion on a scale of 1-5, 1 being very poor, 5 being very great. People know exactly how to use star ratings. Star ratings are nuanced whether or not it is accompanied with write ups.
Score: 7 Votes (Like | Disagree)
gixxerfool Avatar
113 months ago
good, i dont think anyone fully understood those star rating anyway. It took me years to realize that those star ratings are based on what you watched before / your taste and not the overall rating from the whole user base
Well, that clears up a lot of questions I've had over the years. Thank you for that.
Score: 6 Votes (Like | Disagree)
itsmilo Avatar
113 months ago
good, i dont think anyone fully understood those star rating anyway. It took me years to realize that those star ratings are based on what you watched before / your taste and not the overall rating from the whole user base
Score: 4 Votes (Like | Disagree)
Three141 Avatar
113 months ago
I got to use this quote.

"We made ratings less important because the implicit signal of your behavior is more important," Yellin told journalists."
Score: 3 Votes (Like | Disagree)
thisisnotmyname Avatar
113 months ago
And yet my recommended for you category continues to have many one and one and a half star movies. If you've determined it would be one star for me why are you recommending it to me?
Score: 3 Votes (Like | Disagree)

Popular Stories

iOS 26

iOS 26.1 Available Now With These 8 New Features

Monday November 3, 2025 5:54 am PST by
Following more than a month of beta testing, Apple released iOS 26.1 on Monday, November 3. The update includes a handful of new features and changes, including the ability to adjust the look of Liquid Glass and more. Below, we outline iOS 26.1's key new features. Liquid Glass Toggle iOS 26.1 lets you choose your preferred look for Liquid Glass. In the Settings app, under Display...
Finder Siri Feature

Apple's New Siri Will Be Powered By Google Gemini

Wednesday November 5, 2025 11:57 am PST by
The smarter, more capable version of Siri that Apple is developing will be powered by Google Gemini, reports Bloomberg. Apple will pay Google approximately $1 billion per year for a 1.2 trillion parameter artificial intelligence model that was developed by Google. For context, parameters are a measure of how a model understands and responds to queries. More parameters generally means more...
2024 iPhone Boxes Feature

Apple Adjusts Trade-In Values for iPhones, iPads, Macs, and More

Thursday November 6, 2025 11:12 am PST by
Apple today updated its trade-in values for select iPhone, iPad, Mac, and Apple Watch models. Trade-ins can be completed on Apple's website, or at an Apple Store. The charts below provide an overview of Apple's current and previous trade-in values in the U.S., according to its website. Maximum values for most devices either decreased or saw no change, but the iPad Air received a slight bump. ...
Apple Logo Spotlight

Report: Apple to Launch These New Products in 2026

Sunday November 2, 2025 5:34 am PST by
Apple is planning to launch at least 15 new products in 2026, according to Bloomberg's Mark Gurman. Gurman outlined what to expect from Apple in 2026 in the latest edition of his "Power On" newsletter. He said the company is heading "into one of its most pivotal years in recent memory," with the rollout of major new Apple Intelligence features, intense regulatory pressure on the App Store,...
iOS 26

Apple Releases iOS 26.1 With Liquid Glass Toggle, Slide to Stop Alarm, New Apple Intelligence Languages and More

Monday November 3, 2025 1:11 pm PST by
Apple today released iOS 26.1, the first major update to the iOS 26 operating system that came out in September, iOS 26.1 comes over a month after iOS 26 launched. ‌iOS 26‌.1 is compatible with the ‌iPhone‌ 11 series and later, as well as the second-generation ‌iPhone‌ SE. The new software can be downloaded on eligible iPhones over-the-air by going to Settings > General >...
Liquid Glass General Feature

Apple Shares Liquid Glass Design Gallery

Thursday November 6, 2025 2:45 pm PST by
Apple is promoting the new Liquid Glass design in iOS 26, showing off the ways that third-party developers are embracing the aesthetic in their apps. On its developer website, Apple is featuring a visual gallery that demonstrates how "teams of all sizes" are creating Liquid Glass experiences. The gallery features examples of Liquid Glass in apps for iPhone, iPad, Apple Watch, and Mac. Apple...
Early Black Friday Deals 2

The Best Early Black Friday Apple Deals

Sunday November 2, 2025 10:04 am 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 ...
apple watch se 3 always on

Apple to Remove iPhone-Apple Watch Wi-Fi Sync in EU With iOS 26.2

Thursday November 6, 2025 4:37 am PST by
Apple in iOS 26.2 will disable automatic Wi-Fi network syncing between iPhone and Apple Watch in the European Union to comply with the bloc's regulations, suggests a new report. Normally, when an iPhone connects to a new Wi-Fi network, it automatically shares the network credentials with the paired Apple Watch. This allows the watch to connect to the same network independently – for...