Sport playbook

MLB playbook

A pitcher-driven daily market, and what to check first · 8 min read

Baseball is a game of small edges and a lot of noise: each team plays 162 regular-season games, and even a 100-win team loses 62 of them. This playbook is the MLB layer on top of Levels 1 to 3. Much of the NHL playbook carries over: a moneyline-led market, a spread fixed at 1.5, and one player whose status moves the price.

How the MLB market works

Opening lines usually go up the day before a game, and the price firms up as starters are confirmed, lineups come out and money arrives (see What happens to a line until kickoff; for baseball, read first pitch).

The starting pitcher

In hockey the goalie is the news; in baseball it is the starting pitcher. The gap between a team's best and worst starters is often the biggest swing in its price from one day to the next.

Once a scratch reaches your phone, it is usually in the price; the edge is in judging pitchers better than the market or reading a move early (Why lines move).

Bullpens

Starters rarely pitch deep into games anymore, so relievers often throw a third or more of the innings, and many games are decided late. A bullpen is not the same every night: relievers who pitched the last two or three days may be unavailable or less sharp, which pushes late innings to weaker arms. The market watches workload too.

The run line

The run line is almost always 1.5 runs and, like the puck line, is priced like a moneyline: the favorite at −1.5 usually pays plus money. The favorite must win by two, and more than a quarter of games are decided by a single run. The baseball quirk is the home favorite's last at-bat. A home team leading after the top of the ninth doesn't bat again, and one that wins in its last at-bat, in the ninth or extra innings, nearly always wins by one, because the game ends when the winning run scores; only a walk-off home run counts all its runs. The road team always gets its full turn. So a home favorite covers −1.5 less often than a road favorite with the same chance to win. Books price this; hold each run line to its own fair chance, never the moneyline's, as in the NHL playbook's example.

First five innings

First five innings (F5) bets settle on the score after five innings, so they lean on the starters and leave out most of the bullpen. F5 suits a view on a starter but not his bullpen.

Over/unders

A baseball over/under starts with the starters and bullpens. Then:

Lineups and platoon splits

Lineups usually come out a few hours before first pitch. Regulars sit now and then, for example in a day game after a night game, and catchers rest most; one missing bat usually moves a line less than a pitcher change, but several add up. Platoon splits matter too: most hitters do better against pitchers who throw with the opposite hand, so a lineup full of left-handed hitters can be noticeably weaker against a left-handed starter.

Underlying numbers and results

ERA counts earned runs, and those depend on more than the pitcher: the defense and bullpen behind him, where balls in play happen to land, and how hits bunch together. Over a few starts that noise is large. Steadier signs of skill are strikeouts, walks, whiff rate and the quality of contact he allows (barrel rate allowed), all rolled into xwOBA. A pitcher whose ERA is far better than those numbers tends to give some of it back, and one whose ERA is far worse tends to improve. The market reads them too; knowing them keeps you from paying for a hot streak.

Props and same-game parlays

A strikeout prop leans on the pitcher's whiff rate, the opposing lineup's strikeout habits and how long the manager lets him pitch. Props carry more hold and lower limits than the moneyline. Same-game parlays stack correlated legs, like a starter's strikeouts and the under, and the book prices that in and holds far more than on a single bet. Read the parlays lesson first, and stake any parlay smaller than a single bet.

A pre-bet checklist

  1. Who is pitching, and how does your bet settle if that changes?
  2. Is it an opener or a bullpen game, and how tired is each bullpen?
  3. Moneyline, run line or F5? Compare each bet's fair chance with its own break-even, never another's.
  4. Over/under? Check the park, wind, temperature and roof.
  5. Are the lineups out? If not, you are betting on them too.
  6. Have you shopped the price? Compare books first (Line shopping).
  7. Is the stake small? One shared misread, like a wrong read of a pitcher behind several bets, can sink a few at once, so size for a bad week (Variance and drawdowns).

How Consensus Edge helps

We compare prices across many sportsbooks and remove the vig, so you can see what the market really thinks and where the best price is. We blend Square (the books), Sharp (our models) and Crowd (prediction markets) into one chance, and we re-price regularly until first pitch, so line moves after pitcher and lineup news reach our numbers, though right after news any board, ours included, can trail the books. Each bet shows BET, LEAN or NO EDGE; BET and LEAN carry a small suggested stake, and we publish how our picks did against the close. NO EDGE is not a grade: it means a fair price, or a market we don't grade. Start on the slate or read how it works, and bet only what you can afford to lose.

Example. A late scratch, three ways to settle (illustrative prices, not live data). In the morning the market has the home team at −150 and the road team at +135, with the home ace listed to start. Your book offers the home team at −140, and you bet $100 on it.

Remove the vig by splitting the extra evenly, as in the CLV lesson: −150 implies 60.00% and +135 implies 42.55%, which add to 102.55%; taking half the extra, 1.28, off the home side leaves a fair 58.72%. At −140 your ticket wins $71.43 and needs 58.33% to break even, so it is worth 0.5872 × $71.43 − 0.4128 × $100 = $41.94 − $41.28, about +$0.66 on average: a thin edge, like most real ones.

An hour before first pitch the ace is scratched, and the home team turns to its bullpen. The market moves to home +100, road −120. Split the extra again: 50.00% + 54.55% = 104.55%, half the extra is 2.27, and the home side's fair chance falls to 47.73%. What your ticket is worth now depends on the house rule:

House ruleWhat happensYour $100 ticket is worth
Listed pitchersVoid; your $100 comes back$0.00
Action, re-pricedYou hold the home team at +1000.4773 × $100 − 0.5227 × $100 = about −$4.54
Action, original priceYou hold the home team at −1400.4773 × $71.43 − 0.5227 × $100 = $34.09 − $52.27, about −$18.18

Same bet, same read: the house rule decided what the scratch cost you. Re-priced, you are left paying the vig on a bet you no longer chose. At your original price, you hold a ticket priced for a pitcher who isn't pitching. The rule cuts both ways: had you bet the road team, a listed-pitchers ticket would have been voided just as the scratch made it worth more. A move from −150 to +100 is large and unusual; it takes something like an ace replaced by a bullpen game, and most pitcher changes move a line far less, so a loss of value this size is rare.

Key takeaway. In baseball the starting pitcher is the biggest daily swing in the price and one game says little, so confirm who is pitching and how your bet settles if that changes, hold each market to its own break-even, shop every bet, and judge yourself on the close.

Terms in this playbook

Opening LineMoneylineRun LineFirst 5 InningsPushBreak-evenOver/UnderPark FactorPlatoon SplitsWhiff RatexwOBABarrel RateHoldSame-Game ParlayCorrelationSquareSharpCrowdBETLEANNO EDGE