惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

GbyAI
GbyAI
人人都是产品经理
人人都是产品经理
Hugging Face - Blog
Hugging Face - Blog
罗磊的独立博客
博客园 - 【当耐特】
D
Docker
Y
Y Combinator Blog
L
LangChain Blog
博客园 - 三生石上(FineUI控件)
I
InfoQ
阮一峰的网络日志
阮一峰的网络日志
F
Fortinet All Blogs
J
Java Code Geeks
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
V
V2EX
B
Blog
The GitHub Blog
The GitHub Blog
腾讯CDC
MongoDB | Blog
MongoDB | Blog
博客园 - Franky
爱范儿
爱范儿
A
About on SuperTechFans
量子位
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC

Forbes - Innovation

Why Do Humans Have Fingerprints? Hint: It’s Not What You Think Booking.com Confirms Data Breach, Reservation PIN Codes Changed Why Major News Sites Are Blocking The Internet Archive’s Wayback Machine iPhone Fold Release Date: New Report Details Frustrating Apple News Comet Tracker: How To See Pan-STARRS And Three Planets On Wednesday NYT Mini Crossword Today: Tuesday, April 14 Hints And Answers Today’s NYT Strands Hints, Spangram, Answers: Tuesday, April 14 (It’s A Little Unclear) Today’s Wordle #1760 Hints And Answer For Tuesday, April 14 Most Of The Microplastics In Urban Air Come From Tires Today’s Wordle #1759 Hints And Answer For Monday, April 13 NYT Mini Crossword Today: Monday, April 13 Hints And Answers NYT Pips Today: Hints, Answers And Walkthrough For Monday, April 13 The YC Chief Who Codes 10,000 Lines A Day Has A Simple Secret Samsung Expands One UI 8.5 Beta To More Galaxy Owners Why You Should Stop Using Your iPhone If It’s On This List Chamath Says Firms That Treat AI As A Strategy Hand Rivals Their Edge 3 Unexpected Habits Of Secure Couples, By A Psychologist The First Lamp That Folds Your Clothes Samsung’s Disappointing Price Update For Galaxy Phone Buyers 3 Subtle Signs Someone Is Falling In Love With You, By A Psychologist Do Mantis Shrimp See More Colors Than Humans? A Biologist Explains NYT Connections Answers Explained For Monday, April 13 (#1,037) NYT Connections Hints Today: Monday, April 13 Clues And Answers (#1,037) LEGO Luigi & Mach 8 (72050) Review: 2026’s Best Set Yet? Marc Andreessen Says AI Productivity Will Trigger A Hiring Boom 3D Printing Is The Ultimate Hack To Reduce Household Spending Apple iPhone Fold: Striking Design Revealed In Leaked Photos Apple Smart Glasses: New Leak Reveals A Major Design Twist To Beat Meta Tested: The AI Coming To The Rivian R2 Quordle Hints Today: Monday, April 13 Clues And Answers
UFC Meta Rankings: What Changed And Why Big Names Dropped
Brian Mazique · 2026-06-23 · via Forbes - Innovation
UFC Freedom 250 Post-Fight Press Conference

WASHINGTON, DC - JUNE 15: Dana White speaks during a press conference with fight winners following UFC Freedom 250 at the JW Marriott in Washington, DC on June 15, 2026. (Photo by Nathan Posner/Anadolu via Getty Images)

Anadolu via Getty Images

The UFC finally unveiled its new Meta Rankings that will replace the media-based rankings system. There were some noteworthy differences as the UFC left the media rankings on the website.

Conceptually, this should be better for the sport — but there are some kinks that still need to be worked out. Let's talk MMA.

What Are The New UFC Meta Rankings?

UFC President Dana White said he was tired of the media rankings more than a year ago. He teased AI-based ranking systems leading up to Monday's unveiling, but now they're here and there's likely no turning back.

Play Puzzles & Games on Forbes

The Meta UFC Rankings launched Monday, built with Meta in an Elo-style model that scores fighters on fight data instead of media votes. Despite White's "AI" talk, the people behind it say the live system is machine-learning-designed but data-driven, not active AI. It updates automatically every Monday after each event, with the media rankings still visible during the transition.

How Are The Meta Rankings Different From The Media Rankings?

The Meta system removes human bias and overweighting legends' accomplishments.

Where media voters lean on resume, eye test, and name value, the Meta model rewards recency and activity and follows a rigid rule: you move ahead of anyone you beat. Champions still sit on top of both lists, whether it's two-time middleweight champ Sean Strickland or any other titleholder. The real gaps show up among contenders, where active risers leap and inactive names fade.

Why Did Some Big Names Drop In The Meta Rankings?

Recency is a huge factor in the Meta rankings. If a fighter hasn't scored a big win recently or the vast majority of their success has come from victories that happened two or three years ago, it won't weigh as heavy as someone like Kevin Borjas who just won on Saturday.

However, Borjas also woefully missed weight ahead of his upset victory over André Lima. Clearly, Meta doesn't penalize for that misstep, though it should.

On the flip side, legacy names slide hard. Former light heavyweight champ Jan Błachowicz sits around No. 15 in Meta versus No. 4 in the media list, and inactive or recently-beaten names like Brian Ortega and Yair Rodriguez fall well outside the spots voters still hand them. The model simply doesn't remember old title runs the way humans do, which is why a recent title win means far more than a famous one.

What Kinks Still Need To Be Worked Out?

The rollout was a little clunky with some recent winners like Borjas showing up as champion in the early stages. That was remedied quickly.

From a more permanent standpoint, missing weight should prevent any fighter from gaining points in the ranking system, yet they should be able to lose points. Also, there should be a metric for forward advancement, significant strikes thrown, submissions attempted, takedowns on top of pure wins.

The UFC likes to prioritize finishes, which is a double-edged sword, but rewarding activity and chasing definitive positive results should be rewarded. Wins and losses should remain the biggest pluses and minuses, but the way a fighter wins should also be a factor.

It's peculiar to see Prates ranked ahead of Ian Machado Garry considering the latter won their head-to-head battle. It's impossible to obey the rank-above-everyone-you-beat rule throughout, but that one was seemingly too recent to ignore.

There's also no pound-for-pound ranking yet, since that needs a separate model, and despite the "no human intervention" pitch, White didn't fully rule out humans staying involved during the transition.