Riding a Heater
Sports Betting 101
beginner8 min read

Moneyline Betting: When to Bet Favorites and Underdogs

A strategic guide to moneyline betting — when favorites offer value, when to take the dog, and how to calculate your edge.

What is Moneyline Betting?

Moneyline betting is the simplest form of sports wagering: pick the winner. No point spreads, no totals — just who wins the game.

Reading Moneyline Odds

  • Chiefs -200: Risk $200 to win $100 (Chiefs are the favorite)
  • Eagles +170: Risk $100 to win $170 (Eagles are the underdog)

When to Bet Favorites

Favorites are worth betting when the implied probability underestimates the true probability:

Example:

  • Chiefs -200 implies 66.7% win probability
  • Your model says Chiefs have a 72% chance
  • Edge: 72% - 66.7% = 5.3% → Bet the favorite

When to Bet Underdogs

Underdogs offer value when they win more often than the odds suggest:

Example:

  • Eagles +170 implies 37.0% win probability
  • Your model says Eagles have a 42% chance
  • Edge: 42% - 37% = 5% → Bet the underdog

Moneyline vs. Spread

SituationBetter Bet
Close game, small spreadMoneyline underdog
Large spread (7+)Spread (either side)
Heavy favorite (-300+)Spread or avoid
Toss-up gameEither works

The Moneyline Underdog Strategy

In close games (spreads of 1-3 points), moneyline underdogs often offer better value than the spread because:

  1. You get paid more when they win outright
  2. You don't need them to cover — just win
  3. Public bias inflates favorite prices

Risk Management

Heavy favorites (-300 and beyond) are dangerous because one upset wipes out multiple wins. A -300 favorite must win 75% of the time just to break even. Always calculate the implied probability before betting large favorites.

Powered by the MIT Triple Stack

Expected Value + Kelly Criterion + Monte Carlo — the same math from MIT and Bell Labs.