A version of this story originally appeared on Football Perspective.

One of my favorite sabermetric baseball articles of all time was written by Sky Andrecheck in 2010—part as a meditation on the purpose/meaning of playoffs and part as a solution to some of the thorny logical concerns that arise from said mediation.

The basic conundrum for Andrecheck revolved around the very existence of a postseason tournament because—logically speaking—such a thing should really only be invoked to resolve confusion over which team was the best during the regular season. To use a baseball example, if the Yankees win 114 games and no other American League team wins more than 92, we can say with near 100 percent certainty that the Yankees were the AL’s best team. There were 162 games’ worth of evidence. Why make them then play the Rangers and Indians on top of that to confirm them as the AL’s representative in the World Series?

Andrecheck’s solution to this issue was to set each team’s pre-series odds equal to the difference in implied true talent between the teams from their regular-season records. If the Yankees have, say, a 98.6 percent probability of being better than the Indians from their respective regular-season records, then the AL championship series should be structured such that New York has a 98.6 percent probability of winning the series, or at least close to it. If you spot the Yankees a 3–0 series lead and every home game from that point onward, then they have a 98.2 percent probability of winning, which is close enough.

This style of setup may seem strange (and, admittedly, the 1998 Yankees are an extreme example), but it preserves the integrity of the regular season by tying the odds of postseason success quite directly to performance during the six months leading up to the playoffs. And despite the long odds, there’s still an opportunity for the underdog to turn the tables and advance. It would take an incredibly improbable sequence of events, but that’s what a team should have to accomplish in order to undo 162 games’ worth of evidence in the opposite direction.

As for football, the NFL obviously doesn’t play postseason series, but the same concept can still be applied. Instead of spotting games in a series, we can spot a team points before the kickoff. In the NFL, Chase Stuart and I once found that a team’s “true” talent can be estimated by adding 11 games of .500 ball to its regular-season record. Using that, we can calculate the probability of either team’s true talent level being higher in a given matchup, and add points until the pregame win expectancy matches said probability.

Take this past weekend’s Bengals–Chargers tilt. In the regular season Cincinnati went 11–5 (true talent: .611) while San Diego went 9–7 (.537); both of those talent estimates come with a standard deviation of .096. Based on their records, the probability of the Bengals’ true talent being higher than the Chargers’ is 70.7 percent. (This is derived from the means/standard deviations listed above and the mathematical proofs laid out here.) For the pregame win probability to be 70.7 percent, we must spot the Bengals about 7.3 points to begin the game—however, the game is also in Cincinnati, and we know this typically means they will start with a built-in 2.5-point advantage, so we’d only need to add about 5 points (spotting them a 5–0 lead to begin the game) to bump their win probability up to the level deserved by their regular-season record relative to San Diego’s. (In this scenario, the Bengals would have only lost by 12 points. Hooray?)

Here are the number of points we’d have to add, rounded to the nearest integer, for all of last weekend’s games:

Note that this also addresses the seeming inequity of having 8–7–1 Green Bay host the 12–4 49ers; the Packers can be at home, but we’ll spot San Francisco a 15–0 lead to start the game—12.8 for the pure difference in regular-season records and 2.5 more because they’re having to play on the road. Likewise, the Saints (11–5) would get an automatic 6–0 lead to start their game with the 10–6 Eagles since the game is in Philly, and the Chiefs would start out leading 3–0 against Indy because they’re having to play on the road despite both teams posting identical 11–5 records during the season. (Congratulations, Kansas City, in this fantasyland you actually won by two points!)

What would the divisional round look like in a world where the best teams start out with an advantage on the scoreboard? In the AFC, the Broncos would get a massive 12–0 lead over the Chargers while the Patriots would have a miniscule 1­0 lead on the Colts. In the NFC, the 49ers would be up 3–0 on the Panthers, and the Seahawks would get off to a 5–0 start against the Saints—enough to reward the NFC West teams for their superior regular-season performances, but not such big leads that the NFC South franchises would be cooked before the first quarter begins.

One benefit of this setup is that every regular-season game matters. No longer would teams have nothing to play for and rest their starters in Week 17, when an extra win could very easily make the difference between winning and losing a playoff game.

Finally, if we dislike that the NFL playoffs seem to be getting more random in recent seasons, this process will nip that trend right in the bud. For instance, good luck to the 10–6 Giants going into the Super Bowl against the 16–0 Patriots, facing an instant 22–0 deficit—which is what this system would produce by dint of the biggest disparity in records of any playoff game since 2002. (The difference between the 2011 Giants’ and Packers’ records was equally large, but Green Bay would only start that game with a 19–0 lead under this system because they were at home.)

Of course, maybe such unpredictability isn’t a bad thing—the NFL’s popularity has never been greater than during this period of wacky playoff outcomes—but if the goal is purely to make the playoffs fairer and give regular-season games more meaning, a handicapping system like this would reduce the role of randomness and ensure that the best team is rewarded more often with postseason success.