THE POWER RANK

  • About
  • Become a member
  • Newsletter
  • Resources
    • CFB Rankings
    • NFL Rankings
    • Football Predictions
    • World Soccer Rankings
    • CBB Rankings
    • March Madness Predictions
    • Overrated CFB teams
    • Contact
  • Members
    • Analysis, Bets
    • My Account
    • Login
  • Log in

Computers vs human judgment in picking college football games

By Dr. Ed Feng 1 Comment

Since the beginning of the 2014 season, The Power Rank’s college football prediction service is 56.4% in picking spreads and totals (137-106-6). Mike Craig and I use a computer model based on my algorithm that makes accurate adjustments for strength of schedule.

However, we never only rely on computers and numbers to make predictions. We always consider subjective factors like injuries and situations.

This reliance on both computers and human judgment is reminiscent of the world of chess and a New Yorker article on Magnus Carlsen, the 23 year old World Champion from Norway.

Computers and Chess

For most of the 20th century, the Soviets dominated chess. They relied on “focus, logic, and, above all, preparation” to produce world champion after world champion.

However, they met a new foe in the late 1990’s: the computer. These inanimate objects are all about focus and logic. When computing power hit a certain level, computer programs could use brute force search to pick the best move. This led to the Deep Blue computer’s famous win over World Champion Gary Kasparov in 1997.

Nowadays, computers always beat the top human players. When asked what strategy he would bring against a computer, a grandmaster said “I would bring a hammer.” Computers are also a training tool for chess players.

But Magnus Carlsen is different. As he told The New Yorker, the Norwegian champion never trains with a computer. He admits to preparing less for tournaments and relying more on his judgment.

Judgment.

Predicting football games

Predicting football games is more complicated than winning a chess match. Players don’t occupy a square on a board. Football also adds the element of randomness, as events like fumbles defy any quantitative attempts to predict them.

This makes human judgment even more important in predicting college football games than chess. For the college football prediction service, we always consider subjective factors like injuries and situations. For instance, we needed to make an adjustment for Baylor as they will start third string QB Chris Johnson against North Carolina.

Both computers and human judgment play a role in giving you the best possible predictions.

Last night to take advantage of bowl season discount

The prediction service, which has gone 55.9% (66-52-2) in 2015, is available for bowl season. The price goes up at midnight, Eastern time on Tuesday, December 22nd, 2015.

To take advantage of this early bird price, click here.

Filed Under: College Football, College football 2015, College Football Analytics, Sports Wagering

Comments

  1. Ronaldo says

    February 8, 2016 at 1:54 pm

    You can not fully rely on computers and numbers to make predictions, as predicting football games is a complex one.

    Reply

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

This site uses Akismet to reduce spam. Learn how your comment data is processed.

Data driven betting information

Valuable. Concise. Entertaining.

To sign up for The Power Rank's email newsletter, enter your best email and click on "Sign up now!"

Recent Articles

  • Members: Football analysis for October 10-12, 2026
  • 5-Nugget Saturday, October 3, 2026
  • Podcast: Why Georgia is a real national championship contender
  • Members: Football analysis for October 3-5, 2026
  • 5-Nugget Saturday, September 26, 2026

Popular Articles

  • How to make accurate NFL spread predictions
  • Top 5 Tips for Filling Out Your March Madness Bracket
  • Accurate football predictions with linear regression
  • The craft of sports betting professionals
  • The Reason You Can’t Avoid The Curse of Small Sample Size
  • How to win your NCAA tournament pool

© 2026 The Power Rank Inc., All rights reserved.

About, Terms of Use, Privacy Policy

Smarter sports betting in less than 5 minutes

Looking for smarter sports betting action? The Power Rank’s email newsletter provides a curated list of tips and analytics every Saturday at 10am Eastern.


Valuable. Concise. Entertaining. These are the goals with every correspondence.


To sign up for The Power Rank's free email newsletter, enter your best email and click on "Sign up now!"


No thanks, I'll make my predictions without data and analytics.

{"cookieName":"wBounce","isAggressive":false,"isSitewide":true,"hesitation":"","openAnimation":false,"exitAnimation":false,"timer":"","sensitivity":"","cookieExpire":"","cookieDomain":"","autoFire":"","isAnalyticsEnabled":true}
  • About
  • Become a member
  • Newsletter
  • Resources
    • CFB Rankings
    • NFL Rankings
    • Football Predictions
    • World Soccer Rankings
    • CBB Rankings
    • March Madness Predictions
    • Overrated CFB teams
    • Contact
  • Members
    • Analysis, Bets
    • My Account
    • Login