"Stay Away" Games
There are going to be games that we are simply going to never want to get involved in ...

The timeliness issue is solved by constantly running processes that are pulling in data from NFL injury reports. The designation of "Questionable" is frustrating, but is usually resolved right before kickoff, where the player's status is changed to "Active" or "Out". If there are too many players of "Questionable" status that could impact our prediction, a wager recommendation is delayed for as long as possible with the expectation that the injury designations become more clear. In the rare times they do not, the wager recommendation will not be recorded and published on the site.
Even more challenging is the second issue - that of data we are not entirely sure of. Our ratings on all of the starting QBs in the league are dead on, given the volume of data we have to work with to come up with that rating. This is not the case for the majority of backup QBs in the league. Also, regardless of the rating we assign a backup QB, there is an inherent volatility in having the backup step into the starter's role and with only a week of first team reps, expecting a predictable outcome. Too often, a game that has a spread that is within a TD can turn into a blowout when a backup QB is not entirely ready for the challenge.
There are also other scenarios we see toward the end of a season, when playoff seeds have been locked in, teams are sitting all of their starters or some teams have nothing to play for.
These are all difficult scenarios for a set of mathematical models to be confident in. Last season, we identified and marked 17 of these games pre-emptively as "Stay Away". Doing this prevented the system from recommending either side of the game to users as well as preventing it from making any virtual wagers on those games.
A few examples:
All in all, this cautious strategy resulted in flagging 17 games in the 2025 season as "stay away" games. The results of those games if they were wagered on would have been 4 wins, 12 losses and 1 push (thus avoiding 8 net losses). So in the face of volatility and lack of sufficient data, it's always best to hold off for a better opportunity. Remember, being profitable in sports betting is not only linked to finding the best opportunities, but also avoiding the uncertain ones.