• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia

Trendingnow

1

MacKenzie Scott alone accounted for one-third of America's $19.2 billion in megagifts last year

2

As Big Tech showers employees with perks to win the talent war, Nvidia built a nearly $5 trillion company by making people pay for their own lunch

3

Philanthropy leader at Warren Buffett and Bill Gates’ Giving Pledge says children of billionaires are pushing them to give their wealth away faster

1

MacKenzie Scott alone accounted for one-third of America's $19.2 billion in megagifts last year

2

As Big Tech showers employees with perks to win the talent war, Nvidia built a nearly $5 trillion company by making people pay for their own lunch

3

Philanthropy leader at Warren Buffett and Bill Gates’ Giving Pledge says children of billionaires are pushing them to give their wealth away faster
ING

UBS, Commerzbank Models Predicted Germany Would Win the World Cup. Why Predicting Sports Is Bad Business

By
Kevin Kelleher
Kevin Kelleher
Down Arrow Button Icon
By
Kevin Kelleher
Kevin Kelleher
Down Arrow Button Icon
June 27, 2018, 7:06 PM ET
Korea Republic v Germany: Group F - 2018 FIFA World Cup Russia
KAZAN, RUSSIA - JUNE 27: Players of Germany leave the pitch disappointed following the 2018 FIFA World Cup Russia group F match between Korea Republic and Germany at Kazan Arena on June 27, 2018 in Kazan, Russia. (Photo by Reinaldo Coddou H./Getty Images)Reinaldo Coddou H.—Getty Images
Add Fortune on Google for similar content.

Investment banks have spent heavily on sophisticated computer programs, hoping to better predict stock market that is inherently unpredictable. To show off their algorithmic prowess, some financial institutions set out to predict the winner of the 2018 World Cup.

For Switzerland-based UBS and Germany’s Commerzbank, that didn’t work out so well. Before the game started, the banks ran computer simulations of World Cup games and both concluded that the likely winner would be… (drumroll)… Germany.

The top ranked country suffered a stunning 2-0 defeat on Wednesday to South Korea, the World Cup’s biggest upset so far. Germany entered the tournament as its defending champion, but the team was not only eliminated from the World Cup, it didn’t even secure a place in the round of 16.

Predictions from other investment banks have yet to be proven right or wrong. Goldman Sachs ran a simulation of 1 million games and predicted that Brazil would win the World Cup this year (although it also predicted Germany reaching the finals). ING, a Dutch bank, said its models foresaw Spain winning the World Cup this year.

In fairness to Wall Street, simulations that were run in the academic world also saw Germany as a favorite to win or at least reach the finals. One simulation by the University of Adelaide gave Germany a 13% chance of winning, while another at the University of Innsbruck reckoned the Brazil had a 17% chance of winning, with Germany close behind at a 16% chance.

It’s still not clear whether any computer can match the World Cup divination powers of Paul the octopus, which correctly divined 12 out of 14 World Cup winners. Paul passed away in 2010. Other animals, such as Achilles the cat, are trying to predict World Cup games this year but none so far can lay claim to Paul’s throne.

Germany’s loss marks the country’s earliest exit from the World Cup since 1938. In the past 20 years for defending champions have been eliminated in the group phrase: France in 2002, Italy in 2010, Spain in 2014, and Germany this year.

About the Author
By Kevin Kelleher
See full bioRight Arrow Button Icon
Add Fortune on Google for similar content.

Latest in

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in

Trump’s 927-page disclosure is just a normal Tuesday for direct indexing and crypto wealth managers
InvestingDonald Trump
Trump’s 927-page disclosure is just a normal Tuesday for direct indexing and crypto wealth managers
By Catherina GioinoJuly 1, 2026
1 hour ago
US President Donald Trump sits in silence with his hands folded on top of each other.
CryptoDonald Trump
Inside Trump’s $1.4 billion crypto empire: Altcoins, Bitcoin—and a stake in Michael Saylor’s Strategy
By Camila Grigera NaónJuly 1, 2026
2 hours ago
The 6 Best Exercise Bikes of 2026: Fitness Expert Reviewed
HealthDietary Supplements
The 6 Best Exercise Bikes of 2026: Fitness Expert Reviewed
By Christina SnyderJuly 1, 2026
2 hours ago
Mark Zandi, Moody's chief economist.
EconomyU.S. economy
‘It’s fair to ask whether it was worth it’: The Iran war has cost Americans $1,000 per household—and that’s a conservative estimate, Mark Zandi says
By Tristan BoveJuly 1, 2026
5 hours ago
Melania Trump NFT earnings surge 28x in 2025 as first lady rakes in nearly $17 million in total earnings, filing shows
PoliticsDonald Trump
Melania Trump NFT earnings surge 28x in 2025 as first lady rakes in nearly $17 million in total earnings, filing shows
By Mia OsmonbekovJuly 1, 2026
5 hours ago
Donald Trump sits at his desk in the Oval Office, smiling and with his hands folded in front of him.
PoliticsDonald Trump
Trump got a $78K pension from the Screen Actors Guild in 2025 because he appeared in Home Alone 2 in 1992
By Sasha RogelbergJuly 1, 2026
7 hours ago

Most Popular

MacKenzie Scott alone accounted for one-third of America's $19.2 billion in megagifts last year
Success
MacKenzie Scott alone accounted for one-third of America's $19.2 billion in megagifts last year
By Sydney LakeJune 25, 2026
7 days ago
As Big Tech showers employees with perks to win the talent war, Nvidia built a nearly $5 trillion company by making people pay for their own lunch
Big Tech
As Big Tech showers employees with perks to win the talent war, Nvidia built a nearly $5 trillion company by making people pay for their own lunch
By Marco Quiroz-GutierrezJuly 1, 2026
16 hours ago
Philanthropy leader at Warren Buffett and Bill Gates’ Giving Pledge says children of billionaires are pushing them to give their wealth away faster
Success
Philanthropy leader at Warren Buffett and Bill Gates’ Giving Pledge says children of billionaires are pushing them to give their wealth away faster
By Preston ForeJune 27, 2026
5 days ago
The Supreme Court's birthright citizenship ruling hands the U.S. economy a $7.7 trillion win
Newsletters
The Supreme Court's birthright citizenship ruling hands the U.S. economy a $7.7 trillion win
By Diane BradyJuly 1, 2026
14 hours ago
Elon Musk on MacKenzie Scott giving away $26 billion of her fortune: 'Sadly,' it makes the world a worse place
Success
Elon Musk on MacKenzie Scott giving away $26 billion of her fortune: 'Sadly,' it makes the world a worse place
By Sydney LakeJune 29, 2026
2 days ago
The U.S. Army is opening military bases to private billions — here's why that changes everything for the next 250 years
Commentary
The U.S. Army is opening military bases to private billions — here's why that changes everything for the next 250 years
By Marc AndersenJune 30, 2026
1 day ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.