MLB NRFI Picks Today, Model Predictions for Saturday, October 7

We went 3-3 on NRFI/YRFI picks in the Wild Card Round, and we're hoping to improve on that record as the playoffs roll on.

There's four more games on Saturday, and we were able to find two picks to open the Divisional Round of the MLB playoffs.

The Model

The process is relatively simple. First, I start by assuming that the full game (implied) run totals for either team are roughly efficient. As mentioned above, that tends to be the case more often than not. This saves me the trouble of trying to predict the total runs scored in the game — and allows me to focus strictly on the "when" rather than "how many."

Next, I built a database of pitchers performance the first time through the order, relative to their overall stats. Since the latter is presumably baked into the full game total, I wanted to figure out if those runs are more likely to come early or late. Most — but not all — MLB starters do somewhat better early in games, but with some variance in just how much. The model uses xFIP (expected Fielding Independent Pitching) as the ERA predictor of choice.

That's only half of the equation, though, with the offenses making up the other half. To do this, I looked at what percentage of a team's total runs is produced by the top three batters in the lineup. While a first inning run scored, by definition, needs at least four hitters to come to the plate, one of the first three has to actually score it. The metric of choice here is wRC+, based on the projected lineup for the day from each team.

This is a bit of a tradeoff, as lineups (and run totals) can shift throughout the day, especially if significant contributors miss time. However, in my experience the inefficiency of the morning lines more than makes up for the leakage in the model. With that said, exercise caution if, say, Mike Trout is listed as questionable for the nights game.

The Picks

With all of the picks below, I'll include the pick, the best line and the threshold I'd bet it to. These will go up in the morning, so if any major news breaks between publishing and when you read it, be sure to consider that.

Infrequently, rather than betting on the traditional YRFI/NRFI, the pick will be on one team or the other specifically to score a run, which as of this writing is only a betting option at DraftKings. Since the model handles each team individually, sometimes one team is projecting for a greater proportion of the "run equity" in the first inning than the betting lines are accounting for.

NRFI Odds, Picks for Saturday, October 7

Texas Rangers vs. Baltimore Orioles NRFI (-120 at BetRivers): Kyle Bradish has an excellent 1.60 ERA his first time through the order, which heavily limits the risk of a Rangers run in the first inning. Andrew Heaney isn't quite as strong at 3.20, but he's taking on the lesser offense (in terms of production share from the top of the order) in the Orioles.

Minnesota Twins vs. Houston Aatros YRFI (+108 at FanDuel): This game isn't implied for a lot of runs, with a total of 7.5 and a first 5 innings line of 4.5. There's a solid chance that the runs allowed by the starters comes early though, with both righties having higher ERAs their first time through the order than overall this season — and both offenses ranking top-six against right-handed pitching.