Data Studies

When the Market Moves 15¢ on a Favorite, What Actually Happens?

169 MLB games, every row published. The favorites went 112–57 — and that number means far less than it looks like it does. Here's the honest reading.

9 min readInfo only · not betting advice · 21+

Since 2026-06-11 we've captured an opening and closing board for every MLB game we could. In 169 of them, through 2026-08-29, the closing favorite's price moved at least fifteen cents between the two.

Those 169 games are the study. Every row is published below — date, matchup, open, close, move, final score, and whether the favorite won. Nothing is filtered out after the fact.

The headline result is straightforward. What it means is considerably less so, and that second part is most of what this article is about.

The headline numbers

112–57CLOSING FAVORITES, 169 GAMES
When the price on a favorite moved 15¢ or more in either direction before first pitch, that favorite went 112–57 overall — 66.3%. Split by direction of the move, the two groups look broadly similar: 80–42 (65.6%) when the market moved toward the favorite, 32–15 (68.1%) when it moved away.

At a glance that reads like a finding: big moves on a favorite, favorite wins about two-thirds of the time. It's the kind of number that gets screenshotted.

It shouldn't be. Read carefully, that line says almost nothing — and understanding why is more useful than the number itself.

Favorites are favorites

Here's the problem with a two-thirds win rate for favorites: favorites are supposed to win about that often. That's what the word means.

A team priced at -180 is being sold as roughly a 64% shot. If a basket of such teams wins 65% of the time, the market was right, not wrong — and the study has discovered that sportsbooks can price baseball games, which was never in doubt.

The only question worth asking is whether these favorites beat their own prices. So we checked.

Actual results vs. what the closing price implied n = 169
GroupGamesAvg. implied at closeActual win rateRecord
All qualifying games16962.5%66.3%112–57
Market moved toward the favorite12264.0%65.6%80–42
Market moved away from the favorite4758.6%68.1%32–15
Implied probability here is computed from the favorite's closing price alone, so it still contains that side's share of the vig — it overstates the market's true estimate by roughly two to three points. A de-vigged expectation for the full sample lands near 60%.

Now the two groups stop looking alike. The favorites the market walked away from closed at an average implied 58.6% and won 68.1% of the time — a gap of 9.5 points. The favorites the market moved toward closed at 64.0% and won 65.6%, a gap of 1.6.

In other words: the group the market grew less confident in outperformed its price by roughly six times as much as the group it grew more confident in.

If anything in this data is interesting, it's that cell. Not the headline.

Why we're not claiming that means anything yet

Because it still might not. Not at this sample size.

With 169 games and a true rate somewhere around 60%, the standard error on a win percentage is about 3.8 points. A 95% confidence interval spans roughly ±7.4 points. An observed 66.3% sits inside the range you'd expect from a market pricing these games correctly and getting a normal run of luck.

The "moved away from the favorite" group is thinner still: 47 games. The interval on that one is wide enough to drive a truck through.

The honest reading

Nothing in this sample is statistically distinguishable from "favorites win about as often as their closing price says they will." That is the correct conclusion from 169 games, and it is the conclusion we're publishing.

Worth noting, though: this effect has now persisted across two consecutive refreshes of the study, and the gap widened rather than washing out as the sample grew. That is what a real effect looks like early on. It is also what noise looks like early on. Another two months of games will start to tell the two apart — and we'll publish that either way.

Does the size of the move matter?

The natural follow-up: maybe fifteen cents is too low a bar, and the big moves carry the signal. Here's the sample sliced by magnitude.

Closing favorite's record by size of move
Move sizeGamesFavorite recordWin rateRead this?
15–19¢8754–3362.1%Marginally — largest cell, still noisy
20–29¢5236–1669.2%Cautiously
30–49¢2618–869.2%No — too small
50¢+44–0100.0%No. 4 games.
The bottom row is exactly the kind of number that ends up in an advertisement. We publish it because leaving it out would be worse, and label it because printing it unlabelled would be worse still.

There's no clean monotonic story here — the middle buckets outperform both the smallest and the largest, which is what noise looks like rather than what a mechanism looks like. Median move across the whole sample was 19¢; the largest was 63¢.

Two games that show the shape of it

August 19, Giants at Guardians. Cleveland went -210 to -225, all nineteen tracked books moving the same direction — as unanimous as this feed gets. Cleveland lost 1–0.

August 21: Philadelphia went -212 to -275, the largest move in the sample at 63¢. Philadelphia won 7–6.

Both are in the table below. Neither proves anything. That's the point of publishing all 169 rather than the two that make the best story.

How the sample was built

  • Window: 2026-06-11 through 2026-08-29, every MLB game where we captured both an opening and a closing board.
  • Qualifying: the closing favorite's consensus price moved 15¢ or more, in either direction, between those two boards.
  • Consensus: median across every tracked book at that snapshot — typically 15 to 19 US books, not a single book's number.
  • Open: the first board we captured that day, around 06:15 Pacific. Not necessarily the first number a book ever posted.
  • Excluded: games priced beyond ±500, and games with malformed prices — typically suspended or resumed games being priced mid-score, which aren't line moves in any meaningful sense.
  • Results: MLB official final scores.
Known limits of this study

Single season, partial season, one sport. No control for the identity of the favorite — the Dodgers appear repeatedly, and a sample weighted toward a handful of strong teams isn't a random sample of favorites. No control for park, starter quality, or time of year. Run line isn't in the live feed, so this is moneyline only.

The multi-season historical archive will let us re-run this with the controls that actually matter. Until then, treat everything above as a season-to-date snapshot with a wide error bar.

All 169 games

The complete sample, unfiltered, in date order. Sort it, copy it, check it against your own records — that's what it's here for.

Every qualifying game 169 rows · scroll inside the table
DateMatchupOpen → CloseMoveFinalFav
06-17COL @ CHC-190 → -210-20¢6-8WON
06-18LAA @ ATH-137 → -185-48¢0-5WON
06-19WSH @ TB-126 → -158-32¢2-5WON
06-23PHI @ WSH-170 → -185-15¢14-9WON
06-23CHC @ NYM+100 → -115-15¢9-6WON
06-26NYY @ BOS-105 → -120-15¢1-6WON
06-26ATH @ LAA-130 → -115+15¢9-3WON
06-28ATL @ SF-164 → -180-16¢2-3LOST
06-30DET @ NYY-125 → -110+15¢9-3LOST
06-30LAD @ ATH-165 → -184-19¢9-3WON
07-01TB @ KC-132 → -150-18¢4-0WON
07-01MIN @ HOU-135 → -152-17¢8-3LOST
07-03MIN @ NYY-188 → -225-37¢2-5WON
07-03MIL @ ARI-154 → -136+18¢7-4WON
07-03SD @ LAD-250 → -265-15¢3-4WON
07-04NYM @ ATL-170 → -190-20¢3-14WON
07-05TOR @ SEA-130 → -115+15¢0-4WON
07-06PHI @ KC-205 → -225-20¢1-15LOST
07-06NYY @ TB-107 → -124-17¢5-1WON
07-06COL @ LAD-235 → -251-16¢7-8WON
07-07ATH @ DET-210 → -225-15¢2-6WON
07-07NYY @ TB-120 → -135-15¢4-6WON
07-07MIL @ STL-135 → -110+25¢10-2WON
07-07COL @ LAD-280 → -320-40¢4-3LOST
07-08KC @ NYM-177 → -195-18¢2-6WON
07-08LAA @ TEX-155 → -136+19¢13-1LOST
07-08COL @ LAD-245 → -271-26¢3-4WON
07-10ARI @ LAD-260 → -212+48¢9-3LOST
07-11MIL @ PIT-130 → -145-15¢2-3LOST
07-11ARI @ LAD-278 → -310-32¢9-2LOST
07-18DET @ LAA-195 → -210-15¢7-0WON
07-19PIT @ CLE+110 → -114-24¢7-1LOST
07-19SD @ KC-130 → -115+15¢19-2LOST
07-19CIN @ COL-144 → -167-23¢9-6WON
07-19SF @ SEA-180 → -195-15¢3-6WON
07-19LAD @ NYY-115 → -140-25¢1-2LOST
07-20TB @ TOR-155 → -177-22¢7-1LOST
07-20BAL @ BOS-145 → -162-17¢5-6WON
07-20ATH @ ARI-160 → -145+15¢5-2LOST
07-20STL @ LAA+100 → -115-15¢2-3LOST
07-21LAD @ PHI-131 → -115+16¢2-1LOST
07-21STL @ LAA-105 → -120-15¢1-5WON
07-22PIT @ NYY-175 → -192-17¢5-3LOST
07-22BAL @ BOS-145 → -165-20¢3-6WON
07-22SF @ KC-120 → -135-15¢4-5LOST
07-22ATH @ ARI-120 → -139-19¢5-15WON
07-22CIN @ SEA-152 → -167-15¢5-3LOST
07-22STL @ LAA-120 → -142-22¢1-0LOST
07-22MIN @ CLE-125 → -144-19¢10-6LOST
07-22PIT @ NYY-170 → -186-16¢0-2WON
07-22BAL @ BOS-145 → -127+18¢5-1LOST
07-23KC @ DET-210 → -235-25¢3-4WON
07-24COL @ MIL-246 → -285-39¢5-2LOST
07-24KC @ DET-300 → -267+33¢1-2WON
07-24ATL @ BAL-117 → -132-15¢7-6LOST
07-24LAD @ NYM-148 → -125+23¢4-2WON
07-24CIN @ STL-165 → -145+20¢4-2LOST
07-25CLE @ TB-135 → -115+20¢0-3WON
07-25ATH @ MIN-165 → -147+18¢0-2WON
07-26LAD @ NYM-165 → -150+15¢3-8LOST
07-26COL @ MIL-355 → -370-15¢2-11WON
07-26LAA @ SF-105 → -123-18¢4-3WON
07-26NYY @ PHI-185 → -210-25¢4-11WON
07-27PHI @ MIA-180 → -200-20¢7-8LOST
07-27BOS @ ATH-175 → -195-20¢4-2WON
07-28PHI @ MIA-114 → -135-21¢0-1WON
07-28CLE @ CIN-130 → -145-15¢0-2LOST
07-28NYY @ CWS-135 → -120+15¢3-2WON
07-28KC @ MIN-160 → -180-20¢2-3WON
07-28COL @ SD-190 → -240-50¢7-8WON
07-28SEA @ LAD-188 → -235-47¢7-6LOST
07-29BAL @ DET-175 → -190-15¢10-9LOST
07-29MIL @ SF+105 → -110-15¢3-16WON
07-29COL @ SD-148 → -185-37¢1-3WON
07-29ATL @ NYM-151 → -175-24¢1-0WON
07-29KC @ MIN-180 → -200-20¢4-0LOST
07-29SEA @ LAD-150 → -182-32¢2-4WON
07-30TEX @ TB-160 → -180-20¢2-3WON
07-30BOS @ ATH-175 → -190-15¢5-4WON
07-30SF @ SD-130 → -166-36¢4-1LOST
07-31STL @ TOR-172 → -195-23¢1-3WON
07-31DET @ ATH-160 → -141+19¢13-1WON
07-31MIN @ SEA-186 → -168+18¢5-3LOST
08-01STL @ TOR-145 → -165-20¢1-5WON
08-01ARI @ CLE-157 → -175-18¢12-8LOST
08-01WSH @ ATL-184 → -167+17¢3-8WON
08-01NYY @ CHC+101 → -125-26¢2-5WON
08-01SF @ SD-135 → -152-17¢5-6WON
08-01BOS @ LAD-165 → -185-20¢3-2LOST
08-01MIL @ LAA-119 → -150-31¢3-1WON
08-01DET @ ATH-135 → -185-50¢8-6WON
08-02ARI @ CLE-155 → -186-31¢0-5WON
08-02SF @ SD-146 → -124+22¢4-5WON
08-03STL @ NYY-205 → -245-40¢13-7LOST
08-03SF @ TEX-109 → -128-19¢5-1LOST
08-03TOR @ HOU-130 → -150-20¢3-1LOST
08-03TB @ COL-166 → -185-19¢13-9WON
08-04NYM @ CLE-153 → -134+19¢6-2LOST
08-04WSH @ PHI-260 → -307-47¢0-5WON
08-04STL @ NYY-174 → -205-31¢0-2WON
08-04CWS @ BOS-130 → -145-15¢2-14WON
08-04PIT @ MIL-163 → -143+20¢2-4WON
08-04LAD @ CHC-205 → -190+15¢1-5LOST
08-04TB @ COL-148 → -175-27¢9-7WON
08-04DET @ SEA-140 → -121+19¢8-0LOST
08-05TOR @ HOU-182 → -225-43¢5-4LOST
08-05SF @ TEX-175 → -156+19¢0-6WON
08-05ATH @ CIN-148 → -166-18¢2-3WON
08-05WSH @ PHI-175 → -198-23¢10-4LOST
08-06CWS @ BOS-181 → -200-19¢11-12WON
08-06MIA @ ATL-145 → -165-20¢3-11WON
08-07ATL @ NYY-149 → -125+24¢2-3WON
08-07DET @ SF-125 → -145-20¢2-5LOST
08-08ATH @ BOS-260 → -280-20¢7-3LOST
08-08NYM @ PIT-139 → -119+20¢0-9WON
08-08LAD @ ARI-177 → -199-22¢2-1WON
08-08TB @ SEA-119 → -137-18¢3-2LOST
08-09ATH @ BOS-250 → -222+28¢4-3LOST
08-09TOR @ PHI-204 → -235-31¢6-7WON
08-09CLE @ CWS-114 → -130-16¢3-5LOST
08-09MIN @ MIL-255 → -270-15¢3-4WON
08-10COL @ ARI-180 → -210-30¢0-9WON
08-10KC @ LAD-320 → -280+40¢5-6WON
08-11CLE @ DET-125 → -140-15¢4-6WON
08-11BOS @ TOR-146 → -131+15¢3-5WON
08-11TB @ ATH-167 → -195-28¢12-4WON
08-12TB @ ATH-215 → -230-15¢8-4WON
08-12NYM @ ATL-156 → -180-24¢3-6WON
08-13SEA @ NYY-140 → -163-23¢1-0LOST
08-15NYY @ TOR-172 → -190-18¢1-4LOST
08-15TEX @ ATH-133 → -161-28¢5-3WON
08-17LAD @ COL-265 → -283-18¢11-5WON
08-18MIA @ PHI-238 → -212+26¢4-6WON
08-18ATL @ MIN-128 → -146-18¢1-4LOST
08-18ATH @ KC-140 → -160-20¢3-4WON
08-18SEA @ MIL-155 → -175-20¢0-22WON
08-19MIA @ PHI-125 → -141-16¢1-4WON
08-19SF @ CLE-210 → -225-15¢1-0LOST
08-19ATH @ KC-132 → -186-54¢7-9WON
08-20SF @ CLE-190 → -206-16¢2-5WON
08-20NYY @ BAL-125 → -110+15¢6-1WON
08-20WSH @ TEX-163 → -182-19¢0-2WON
08-21STL @ PHI-212 → -275-63¢6-7WON
08-21TOR @ NYY-235 → -200+35¢1-3WON
08-21NYM @ CWS-145 → -127+18¢4-6WON
08-21MIN @ SD-145 → -120+25¢2-6WON
08-22ATL @ MIL-177 → -160+17¢1-4WON
08-22STL @ PHI-134 → -160-26¢3-12WON
08-22CIN @ ARI-172 → -190-18¢11-5LOST
08-22MIN @ SD-159 → -139+20¢5-7WON
08-23MIN @ SD-137 → -153-16¢1-8WON
08-24COL @ WSH-190 → -205-15¢3-13WON
08-24CIN @ SF-158 → -175-17¢0-5LOST
08-25COL @ WSH-150 → -165-15¢3-1LOST
08-26BOS @ MIA-155 → -130+25¢0-4LOST
08-26KC @ TOR-137 → -155-18¢0-3WON
08-27MIL @ NYM-220 → -200+20¢8-2WON
08-28LAD @ DET-215 → -185+30¢2-1WON
08-28HOU @ NYM-127 → -109+18¢3-1WON
08-28SEA @ TOR-185 → -145+40¢1-8WON
08-28TEX @ MIL-176 → -211-35¢1-6WON
08-28CWS @ MIN-116 → -131-15¢7-4LOST
08-28PHI @ LAA-138 → -120+18¢5-3WON
08-28BAL @ ATH-148 → -112+36¢4-3WON
08-29CIN @ CHC-190 → -210-20¢5-17WON
08-29SEA @ TOR-125 → -110+15¢3-4WON
08-29ARI @ SF+100 → -117-17¢7-1WON
08-29COL @ ATL-225 → -240-15¢1-2WON
08-29HOU @ NYM-138 → -153-15¢2-6WON
Bold = the favorite at close, which is not always the favorite at open. Matchups are away @ home and final scores follow the same order. A gold move value means the market moved away from the favorite; red means toward it. All dates are 2026. Generated directly from the Book Studies study file, so this table and the source cannot disagree.

What to take from it

Three things, in order of confidence:

  1. A big line move on a favorite is not, by itself, a reason to bet that favorite. The price already moved. Whatever the market learned is in the number you'd be paying.
  2. The comparison that matters is against price, not against 50%. Any study that reports a win rate for favorites without reporting what those favorites were priced at has told you nothing.
  3. 169 games is a headline, not a conclusion. We re-run this as the sample grows and republish it with the full table every time. When it says something, it'll say it with a sample behind it.

Sources & method

  • Book Studies line history — per-book MLB moneyline and totals at four daily snapshots, 2026-06-11 onward (study_favorites-moved-15c_2026-08-30)
  • MLB Stats API (statsapi.mlb.com) — official final scores
  • Implied-probability and bucket breakdowns computed directly from the published table; the table is the source, not a summary of one

Every game. Every morning. Graded in the open.

Win probabilities, market lines, probable pitchers and the day's biggest moves — posted before first pitch and scored afterwards where you can see them.

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