Odds and Ends: Week 17

Picking games is harder late in the season... provided you were good at it in the first place.

Adam Harstad's Odds and Ends: Week 17 Adam Harstad Published 12/25/2025

A good sports betting column should be backed by a profitable gambler with a proven track record. It should offer picks generated by a sophisticated and conceptually sound model. Most importantly, it should treat the subject with the seriousness it warrants.

This is not that column.

Instead, this will be an offbeat look at the sports betting industry-- why Vegas keeps winning, why gambling advice is almost certainly not worth the money, and the structural reasons why even if a bettor were profitable, anything they wrote would be unlikely to make their readers net profitable, too.

While we're at it, we'll discuss ways to minimize Vegas' edge and make recreational betting more fun, explain how to gain an advantage in your office pick pools, preview games through an offbeat lens (with picks guaranteed to be no worse than chance), and touch on various other Odds and Ends along the way.

The Hardest Weeks of the Season to Pick Games

Picking games is never easy, but the last few weeks of the regular season are the hardest of all. In addition to accurately judging team strengths, you must also play armchair psychologist and guess who will still be motivated and which teams will be mailing it in. Plus, teams will start their fourth-string running backs or third-string quarterbacks, and you'll have to make educated guesses about just how much worse those teams are as a result. You never know, some team might even sign a high school coach who hasn't played quarterback in five years.

© Kevin Ng-Imagn Images odds

Or at least, picking games would be harder if we were profitable bettors. Fortunately for us, we're not! One of the greatest and most freeing parts of realizing that we're not sharp enough to beat the market is that this also means any strategies we're using to pick games don't perform any worse once the picking gets tougher. Because Vegas is setting relatively efficient lines, we should expect to go 50/50 (and lose the vig) whether we're picking between two equally motivated teams at full strength or two differently motivated teams starting a fistful of players who've never taken meaningful snaps before.

This also means there's not really any benefit to waiting for more information or better lines. Lines are sharp, meaning they've baked in all publicly available information (and potentially quite a bit of information that's not publicly available) and are about as likely to move in one direction as in another. This isn't to say that you can't still benefit from a bit of line shopping-- at a particular moment in time, there might exist some lines that are more favorable to the side you want to bet than others. But in terms of predicting what things will look like tomorrow (or even just three hours from now), there's no real point.

This is good because who knows what these lines will look like in two days. I'd venture that, more than any other week of the season, there will be major discrepancies between the lines I'm seeing and the lines you're seeing.

Whatever system you've been using to choose your bets so far, if it's been working for you, stick with it. Whether that's betting based on your rooting interests as a fan (or betting against your rooting interests in a "fan hedge") or picking whichever team has the better quarterback or betting based on who your mom has heard of or picking whichever coach you think would win in an arm-wrestling contest or even using a pseudorandom number generator. (Not that anyone would ever use a pseudorandom number generator to pick NFL games, right?)

And if it hasn't been working for you, feel free to change it up. As I keep saying, being a profitable bettor is a ton of effort with a lot at stake. But betting recreationally? It's a pretty sweet gig where virtually anything goes (provided you aren't wagering anything you can't afford to lose).

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