Netflix Apps Will Today Begin Ditching Star-Based Rating System for Thumbs - MacRumors
Skip to Content

Netflix Apps Will Today Begin Ditching Star-Based Rating System for Thumbs

by

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

124 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
124 months ago
In response to Amy Schumer's historically bad star ratings?

Attachment Image
Score: 3 Votes (Like | Disagree)
124 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
124 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
124 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)
124 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

Prime Big Deal Days 25 Red and Green

Amazon Launches Prime Day Discounts on AirPods, iPad, MacBook Air, and More

Sunday October 4, 2026 9:15 am PDT by
Earlier this week, we began tracking early Prime Day deals on Apple-related accessories, and now Amazon has introduced major early deals on Apple products as well. This includes AirPods, iPads, MacBooks, and more, all available at some of the lowest prices of the year so far. Note: MacRumors is an affiliate partner with Amazon. When you click a link and make a purchase, we may receive a small...
MagSafe 3 Cable Midnight Feature

Apple Releases MagSafe 3 Charging Cable Firmware Update

Monday October 5, 2026 5:59 am PDT by
For the first time since February 2023, Apple has released a firmware update for the MagSafe 3 charging cable for the MacBook Pro and MacBook Air. Specifically, Apple last week released firmware version 3.2.0 for the USB-C to MagSafe 3 Cable. The previous firmware version for the cable was 3.1.12. It is unclear what is included in the latest firmware, as Apple does not publish release...
Apple Event Logo

Apple Event Reportedly Planned for October 13

Sunday October 4, 2026 5:07 pm PDT by
Last week, Bloomberg's Mark Gurman reported that Apple plans to unveil an all-new smart home hub, a new HomePod mini, and a new Apple TV 4K on Tuesday, October 13. In his Power On newsletter today, Gurman specified that "Apple is planning to hold an event" that...
Latest Stories
LG Making Doorbell, Lock, and Cameras for Apple's Home Hub
LG Making Doorbell, Lock, and Cameras for Apple's Home Hub
2 hours ago
Apple to Report Q4 2026 Earnings on November 2
Apple to Report Q4 2026 Earnings on November 2
2 hours ago
Three Years of 80% Charge Limits on iPhone: The Results
Three Years of 80% Charge Limits on iPhone: The Results
4 hours ago
macOS 27.2 Further Hints at MacBook With Touch-Enabled OLED Display
macOS 27.2 Further Hints at MacBook With Touch-Enabled OLED Display
5 hours ago
The 15 Best Apple Deals Under $200 for Prime Day
The 15 Best Apple Deals Under $200 for Prime Day
6 hours ago
AirPods Pro 3 and AirPods Max 2 Get Big Price Drops for Prime Day
AirPods Pro 3 and AirPods Max 2 Get Big Price Drops for Prime Day
6 hours ago
Apple Releases Second Public Betas of iOS 27.2 and macOS Golden Gate 27.2
Apple Releases Second Public Betas of iOS 27.2 and macOS Golden Gate 27.2
7 hours ago
'Crossy Road Rush' Launching Exclusively on Apple Arcade in November
'Crossy Road Rush' Launching Exclusively on Apple Arcade in November
7 hours ago
Apple Watch Series 9 vs. Series 12 Buyer's Guide: Is It Worth Upgrading?
Apple Watch Series 9 vs. Series 12 Buyer's Guide: Is It Worth Upgrading?
7 hours ago
Prime Day Savings: TVs, Headphones, Chargers, and Other Tech Accessories
Prime Day Savings: TVs, Headphones, Chargers, and Other Tech Accessories
8 hours ago
Apple TV 4K Rumored to Support Four HomePods for Surround Sound
Apple TV 4K Rumored to Support Four HomePods for Surround Sound
9 hours ago
iPhone 18 Pro and Duo Were Once Planned With 16GB RAM, Leaker Says
iPhone 18 Pro and Duo Were Once Planned With 16GB RAM, Leaker Says
9 hours ago
Apple's Entire Mac Lineup Gets Massive Discounts for Prime Day
Apple's Entire Mac Lineup Gets Massive Discounts for Prime Day
10 hours ago
Prime Day iPad Deals Include Low Prices on iPad Air, iPad Mini, and More
Prime Day iPad Deals Include Low Prices on iPad Air, iPad Mini, and More
10 hours ago
Apple's $634 Million Apple Watch Patent Bill Just Got Even Bigger
Apple's $634 Million Apple Watch Patent Bill Just Got Even Bigger
11 hours ago
Amazon Prime Big Deal Days Offers Major Discounts on AirPods, iPads, and Much More
Amazon Prime Big Deal Days Offers Major Discounts on AirPods, iPads, and Much More
6 hours ago
Microsoft OneDrive to Drop Support for These iPhone Models
Microsoft OneDrive to Drop Support for These iPhone Models
12 hours ago
HomePod Mini Waits Reach Eight Weeks Ahead of Rumored Refresh
HomePod Mini Waits Reach Eight Weeks Ahead of Rumored Refresh
12 hours ago
Apple Music Is Getting a New Logo
Apple Music Is Getting a New Logo
13 hours ago
Apple Quietly Boosts Email Feature for iCloud+ Subscribers
Apple Quietly Boosts Email Feature for iCloud+ Subscribers
13 hours ago
iOS 27.2 May Let You Hide Specific Suggested Actions in Messages
iOS 27.2 May Let You Hide Specific Suggested Actions in Messages
14 hours ago
Sources: Apple Planning Two Sets of Product Launches in October
Sources: Apple Planning Two Sets of Product Launches in October
21 hours ago
Apple Announces iPhone Duo Apps Can Now Be Submitted to App Store
Apple Announces iPhone Duo Apps Can Now Be Submitted to App Store
22 hours ago
macOS 27.2 Adds Touch Gestures Ahead of MacBook Ultra
macOS 27.2 Adds Touch Gestures Ahead of MacBook Ultra
1 day ago
Apple and AT&T Have Yet to Explain Cause of iPhone 18 Pro Max Issue
Apple and AT&T Have Yet to Explain Cause of iPhone 18 Pro Max Issue
1 day ago
tvOS 27.2 Code Hints at Apple Intelligence for New Apple TV
tvOS 27.2 Code Hints at Apple Intelligence for New Apple TV
1 day ago
Apple Seeds Third macOS Golden Gate 27.2 Beta to Developers
Apple Seeds Third macOS Golden Gate 27.2 Beta to Developers
1 day ago
Apple Releases Third watchOS 27.2, tvOS 27.2 and visionOS 27.2 Betas
Apple Releases Third watchOS 27.2, tvOS 27.2 and visionOS 27.2 Betas
1 day ago
Apple Releases Third iOS 27.2 Beta
Apple Releases Third iOS 27.2 Beta
1 day ago
Apple Cash Adds ID Check for Reloads, Teases Bank Funding
Apple Cash Adds ID Check for Reloads, Teases Bank Funding
1 day ago