Netflix has announced that users will today begin noticing its new thumbs-up and thumbs-down rating system as it appears across various apps and on desktop computers, following a reveal earlier in March that the streaming company was planning to ditch its 5-star rating system.

In the previous system, users had to choose between 1 and 5 stars to determine how much they liked a show, and using that data Netflix displayed the same information back at them for titles they have yet to watch. So for a new TV show, Netflix might suggest it as a 4-star title, meaning it's something the user should enjoy. This system confused many users over the years, who believed that the stars were a community aggregate of a show's overall quality, not a personal recommendation system tailored for each user.

netflix thumbs ratings
That'll begin changing today with thumbs, which will ask each user to decide simply whether they want to give a TV show or movie they've watched a thumbs-up or thumbs-down, which Netflix compares to dating apps like Tinder in a new promotional video also debuting today.

We are retiring our five-star rating system and replacing it with a simpler and more intuitive thumbs-up and thumbs-down. A thumbs-up tells Netflix that you like something and want to see similar suggestions. A thumbs-down lets us know you aren’t interested in watching that title and we should stop suggesting it to you. You can still search for it, but we’ve heard what you were trying to tell us -- you aren’t a fan -- and it will no longer show up on your homepage.

In either case, using thumbs helps us learn even more about your unique tastes so we can do a better job suggesting stories we think you’ll love.

With this data, users will also begin seeing far simpler percentage numbers accompanying unseen titles they might be interested in. Called a "% Match score," Netflix said that this is a prediction of what its algorithm thinks each user might enjoy watching based on what they've previously given a thumbs-up or thumbs-down. So a show they might be particularly interested in would have a "95% Match," for example.


Netflix wasn't clear on when the new rating system would begin appearing across its devices, like iOS and tvOS, but it's likely to debut on Netflix.com ahead of the company's suite of companion apps.

Tag: Netflix

Top Rated Comments

coolfactor Avatar
98 months ago
I had no idea that the stars were a reflection of how much Netflix thought I would like the movie or TV show! If that were the case, it was quite often way off. I turned away several choices because of a low rating.

The comments aren't much help either. All over the map.
Score: 5 Votes (Like | Disagree)
Starflyer Avatar
98 months ago
In response to Amy Schumer's historically bad star ratings?

Attachment Image
Score: 3 Votes (Like | Disagree)
C DM Avatar
98 months ago
I know I'll get flamed for saying it, however this is an Apple rumours site or has it been renamed NetflixRumors?

Having said that, I found this article quite interesting as I also didn't realise how the star system really worked. It might explain why some real cr*p seemed to inexplicably have a high rating.
Popular/userful/interesting apps and services that get used (or can be used) on Apppe devices get coverage on sites like this. Pretty much how it's been for quite some time.
Score: 3 Votes (Like | Disagree)
Singin Hobo Avatar
98 months ago
This switch has been long over-due in several publicly reviewed areas. People doling out stars like professional movie critics—giving and taking at their whims—doesn't really serve anybody. All we need to know is "Are you glad you watched/read/whatever this thing?"
Score: 3 Votes (Like | Disagree)
extricated Avatar
98 months ago
I learn something new every day.
Today I learned that Netflix has been (unintentionally?) deceiving me for years.
Score: 2 Votes (Like | Disagree)
now i see it Avatar
98 months ago
Wow, it's doubtful many people understood the star rating. One would naturally assume that the number of stars was the mean average of all users ratings. Now we find out it has nothing to do with that & they were "fake" stars.
What a retarded & misleading rating system!

The most logical rating system is thumbs up/thumbs down (tomato/smashed tomato) with user percentages like used in rotten tomatoes. Nothing mysterious about that. Someone at nextflix really over thought the rating system last time to the point that it was meaningless & worthless.
Score: 2 Votes (Like | Disagree)

Popular Stories

ios 17 iphone 15 pro status bar sos crop feature2

iPhone SOS: Verizon Experiences Major Outage Across the U.S. [Update: Fixed]

Monday September 30, 2024 9:03 am PDT by
Verizon is currently experiencing a major outage that is affecting many customers across the U.S., including iPhone users. Affected users may be unable to send or receive phone calls, send or receive text messages, or use cellular data. As a result of the network being down, many affected iPhone users are seeing "SOS" displayed in their device's status bar. In a support document, Apple says...
15 New Things Your iPhone Can Do in iOS 18

15 New Things Your iPhone Can Do in iOS 18.1

Friday September 27, 2024 6:14 am PDT by
Apple is set to release iOS 18.1 in October, bringing the first set of Apple Intelligence features to iPhone 15 Pro and iPhone 16 models. This update marks a significant step forward in Apple's AI integration, offering a new Siri contextually-aware experience and a range of additional capabilities powered by on-device machine learning and large language models. There are a couple of handy new...
m3 mbp space black

What to Expect From an Apple Event in October: iPad Mini 7, Redesigned Mac Mini, and More

Friday September 27, 2024 11:47 am PDT by
Apple will likely hold another event in October this year to announce new Macs and iPads. If so, it would be the fourth time in the last five years that Apple has held an event in October. Last year, Apple held a virtual event on Monday, October 30 to announce new MacBook Pro and iMac models with the M3 series of chips. Subscribe to the MacRumors YouTube channel for more videos. Below, we...
airpods pro 2 gradient

AirPods Pro 3 Expected Next Year: Here's What We Know

Tuesday October 1, 2024 5:47 am PDT by
Despite being released over two years ago, Apple's AirPods Pro 2 continue to dominate the wireless earbud market. However, with the AirPods Pro 3 expected to launch sometime in 2025, anyone thinking of buying Apple's premium earbuds may be wondering if the next generation is worth holding out for. Apart from their audio and noise-canceling performance, which are generally regarded as...
iphone 16 pro colors 1

iPhone 16 Pro Max Charging Speed Test Proves 45W Rumor Was Wrong

Monday September 30, 2024 8:16 am PDT by
While a Chinese regulatory filing showed that all iPhone 16 models are rated for up to 45W charging speeds, tests have since shown that the devices do not actually charge this fast. However, there are still improvements. ChargerLAB last week tested the iPhone 16 Pro Max with a variety of Apple and third-party chargers, and it found that the device achieved maximum sustained charging speeds...
iPhone SE 4 Thumb 2

Apple's Next New iPhone to Debut in the Spring: What to Expect

Tuesday October 1, 2024 3:14 am PDT by
Apple's budget-friendly iPhone SE is set for a major overhaul with a fourth generation model expected to launch in spring 2025. The upcoming model will mark a significant departure from its predecessors, adopting several features from higher-end iPhones while maintaining its position as the most affordable new model in Apple's lineup. According to recent reports, the iPhone SE 4 will sport a ...
apple silicon mac lineup wwdc 2022 feature purple

MacBook Pro, iMac, and Redesigned Mac Mini With M4 Chips on Track to Launch 'This Year'

Tuesday October 1, 2024 1:57 pm PDT by
Apple plans to release new MacBook Pro, iMac, and Mac mini models with the M4 series of chips "this year," according to Bloomberg's Mark Gurman. Gurman initially said these Macs would likely be announced during a virtual event this October, but he has been more vague about the timing lately, with wording such as "in the coming weeks" and now merely "this year." In any case, it is clear that...
iPad iOS 16 WP Display Feature eric edit

Apple May Launch First iPad-Like Smart Home Accessory Next Year

Monday September 30, 2024 2:55 am PDT by
Apple could release an iPad-like smart home accessory based on its homeOS platform as early as next year, according to Bloomberg's Mark Gurman. Writing in his latest Power On newsletter, Gurman reports that the display will run Apple apps like Calendar, Notes, and Home, and will feature an interface "optimized for controlling home appliances and quickly seeing information." Apple's...