ML Baseball Data
Our database for baseball covers almost 4,000 games over the past two seasons. Our study included all MLB regular season games, as well as playoff games – but excluded spring training games. We used rules similar to those used in previous articles to clean the data and ensure the integrity of the results.
Baseball is a slightly different animal because it uses a “money line” for betting purposes – as opposed to a “point spread.” As a result, results are presented in a few different ways. First, we show the actual number of “units won or lost” over the past two seasons. As an interesting comparison (and for those who are used to “point spread winning percentages”), we also converted our results to an “adjusted winning percentage.”
Public Betting Percentage
Table 1 shows the results of fading the public at various levels of “Public Betting Percentage.” Results are quite good at every level of public “disfavor.” Because of the differences in betting baseball (money line instead of point spread), we show the Number of Games for each “bucket” – as well as the Units Gained or Lost, Average Odds Received, the “Average Units Gained or Lost” Per Bet, and the Adjusted Winning Percentage.
Some interesting points to note:
Table 1: Public Betting Percentage and MLB
Public % (X% or lower) | # Games | Units | Avg Odds | Units/Game | Adjusted Winning % |
50% | 3,800 | +55.9 | +138 | .015 | 53.7% |
40% | 2,483 | +72.7 | +150 | .029 | 54.5% |
30% | 1,274 | +60.4 | +157 | .047 | 55.4% |
25% | 764 | +39.4 | +160 | .052 | 55.6% |
20% | 367 | +20.1 | +159 | .055 | 55.7% |
15% | 125 | +3.8 | +161 | .030 | 54.5% |
Line Moves and Public Betting Percentage
We studied how a “Line Move” in MLB impacted our results. Table 2 shows the results for Line Moves – with Public % in the Opposite Direction of the Line Move. As we have mentioned in previous articles, this approach is a proxy for determining where the “smart money” is going: by studying “Line Moves” in relation to “Public Betting Percentage.”
Using the “line move” in combination with “public betting percentage” reduces the number of games (and units won) – but improves significantly: the winning percentage, and units won per game.
Table 2: Public Betting Percentage and Line Move (>=10) in Opposite Direction
Public % (X% or lower) | # Games | Units | Avg Odds | Units/Game | Adjusted Winning % |
50% | 609 | +31.9 | +138 | .052 | 55.6% |
40% | 414 | +38.3 | +146 | .093 | 57.6% |
30% | 225 | +24.5 | +151 | .109 | 58.4% |
25% | 142 | +21.1 | +152 | .149 | 60.4% |
20% | 65 | +7.5 | +155 | .116 | 58.5% |
Disclaimer
We do not guarantee that the trends and biases we’ve found will continue to exist. It is impossible to predict the future. Any serious academic research in the field of “market efficiencies” recognizes that inefficiencies may disappear over time. Once inefficiencies are discovered, it is only a matter of time before the market corrects itself. We do not guarantee our data is error-free. However, we’ve tried our best to make sure every score and percentage is correct.