Baseball · Game notebook · 2026-09-15
Kansas City Royals at Houston Astros
01 · Forecast
What did we believe?
No current actionable forecast is substituted for this game. The recorded checkpoints below are the historical evidence.
Moneyline · 4 recorded snapshots
First look
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Houston Astros · 61.0%-161 at kalshi · recorded edge -0.7%
No paper recommendation recorded
Quote observed .Latest pregame
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Kansas City Royals · 41.6%+134 at kalshi · recorded edge -1.1%
No paper recommendation recorded
Quote observed .First and latest pregame are model snapshots, not necessarily the bookmaker’s opening and closing prices.
Total 7.5 · 4 recorded snapshots
First look
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Under 7.5 · 50.1%-116 at kalshi · recorded edge -3.6%
No paper recommendation recorded
Quote observed .Latest pregame
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Under 7.5 · 50.0%+109 at polymarket · recorded edge +2.1%
No paper recommendation recorded
Quote observed .First and latest pregame are model snapshots, not necessarily the bookmaker’s opening and closing prices.
Total 8.5 · 2 recorded snapshots
First look
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Under 8.5 · 53.5%-126 at polymarket · recorded edge -2.7%
No paper recommendation recorded
Quote observed .Latest pregame
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Under 8.5 · 53.5%-131 at kalshi · recorded edge -3.2%
No paper recommendation recorded
Quote observed .First and latest pregame are model snapshots, not necessarily the bookmaker’s opening and closing prices.
Total 12.5 · 2 recorded snapshots
First look
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Over 12.5 · 17.8%+456 at kalshi · recorded edge -0.2%
No paper recommendation recorded
Quote observed .Latest pregame
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Under 12.5 · 82.2%-564 at kalshi · recorded edge -2.7%
No paper recommendation recorded
Quote observed .First and latest pregame are model snapshots, not necessarily the bookmaker’s opening and closing prices.
Total 9.5 · 2 recorded snapshots
First look
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Under 9.5 · 63.4%-208 at kalshi · recorded edge -4.1%
No paper recommendation recorded
Quote observed .Latest pregame
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Over 9.5 · 36.6%+173 at kalshi · recorded edge -0.0%
No paper recommendation recorded
Quote observed .First and latest pregame are model snapshots, not necessarily the bookmaker’s opening and closing prices.
Total 3.5 · 2 recorded snapshots
First look
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Over 3.5 · 89.4%-967 at kalshi · recorded edge -1.3%
No paper recommendation recorded
Quote observed .Latest pregame
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Under 3.5 · 10.6%+685 at kalshi · recorded edge -2.1%
No paper recommendation recorded
Quote observed .First and latest pregame are model snapshots, not necessarily the bookmaker’s opening and closing prices.
Total 10.5 · 2 recorded snapshots
First look
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Over 10.5 · 30.1%+218 at kalshi · recorded edge -1.4%
No paper recommendation recorded
Quote observed .Latest pregame
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Under 10.5 · 69.9%-263 at kalshi · recorded edge -2.5%
No paper recommendation recorded
Quote observed .First and latest pregame are model snapshots, not necessarily the bookmaker’s opening and closing prices.
Total 4.5 · 2 recorded snapshots
First look
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Over 4.5 · 83.9%-564 at kalshi · recorded edge -1.0%
No paper recommendation recorded
Quote observed .Latest pregame
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Under 4.5 · 16.1%+456 at kalshi · recorded edge -1.9%
No paper recommendation recorded
Quote observed .First and latest pregame are model snapshots, not necessarily the bookmaker’s opening and closing prices.
Total 5.5 · 2 recorded snapshots
First look
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Over 5.5 · 73.7%-306 at kalshi · recorded edge -1.6%
No paper recommendation recorded
Quote observed .Latest pregame
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Under 5.5 · 26.3%+240 at kalshi · recorded edge -3.2%
No paper recommendation recorded
Quote observed .First and latest pregame are model snapshots, not necessarily the bookmaker’s opening and closing prices.
Total 11.5 · 2 recorded snapshots
First look
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Over 11.5 · 22.6%+351 at kalshi · recorded edge +0.5%
No paper recommendation recorded
Quote observed .Latest pregame
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Under 11.5 · 77.4%-430 at kalshi · recorded edge -3.8%
No paper recommendation recorded
Quote observed .First and latest pregame are model snapshots, not necessarily the bookmaker’s opening and closing prices.
Total 6.5 · 2 recorded snapshots
First look
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Over 6.5 · 65.8%-199 at kalshi · recorded edge -0.8%
No paper recommendation recorded
Quote observed .Latest pregame
· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0
Under 6.5 · 34.2%+180 at polymarket · recorded edge -2.5%
No paper recommendation recorded
Quote observed .First and latest pregame are model snapshots, not necessarily the bookmaker’s opening and closing prices.
02 · Why
Connect the forecast to the baseball
Recorded first look · probable-starter
Tree contributions are raw log-odds toward the home team (+) or away team (−), before calibration. They are not probability points or proof of causation.
| Baseball input | Recorded value | Contribution |
|---|---|---|
Matchup edge: the starter's prior-year xFIP (lower is better)The home team's the starter's prior-year xFIP (lower is better) minus the away team's. A positive value means the home team has more of this statistic. Whether that is favorable depends on the statistic and the model; higher ERA or xFIP is generally worse. | -1.3752606899830315 | +0.0879 |
Matchup edge: season run differentialThe home team's season run differential minus the away team's. A positive value means the home team has more of this statistic. Whether that is favorable depends on the statistic and the model; higher ERA or xFIP is generally worse. | 0.3221476510067114 | +0.0505 |
Matchup edge: the starter's prior-year strikeout-minus-walk rateThe home team's the starter's prior-year strikeout-minus-walk rate minus the away team's. A positive value means the home team has more of this statistic. Whether that is favorable depends on the statistic and the model; higher ERA or xFIP is generally worse. | 0.09126108999999999 | +0.0453 |
Matchup edge: expected winning percentage from runs scored and allowedThe home team's expected winning percentage from runs scored and allowed minus the away team's. A positive value means the home team has more of this statistic. Whether that is favorable depends on the statistic and the model; higher ERA or xFIP is generally worse. | 0.0354718798260813 | +0.0395 |
Matchup edge: start-of-day margin above or below the wild-card cutoffThe home team's start-of-day margin above or below the wild-card cutoff minus the away team's. A positive value means the home team has more of this statistic. Whether that is favorable depends on the statistic and the model; higher ERA or xFIP is generally worse. | 9 | +0.0328 |
Matchup edge: manager career winning percentageThe home team's manager career winning percentage minus the away team's. A positive value means the home team has more of this statistic. Whether that is favorable depends on the statistic and the model; higher ERA or xFIP is generally worse. | 0.07505362505362506 | +0.0217 |
Matchup edge: wins above replacement pace per plate appearanceThe home team's wins above replacement pace per plate appearance minus the away team's. A positive value means the home team has more of this statistic. Whether that is favorable depends on the statistic and the model; higher ERA or xFIP is generally worse. | Not retained | -0.0165 |
Matchup edge: the lineup's prior-year defensive runsThe home team's the lineup's prior-year defensive runs minus the away team's. A positive value means the home team has more of this statistic. Whether that is favorable depends on the statistic and the model; higher ERA or xFIP is generally worse. | Not retained | +0.0156 |
Recorded input excerpt (16 values)
- Matchup edge: the starter's prior-year xFIP (lower is better)
- -1.3752606899830315
- Matchup edge: season run differential
- 0.3221476510067114
- Matchup edge: the starter's prior-year strikeout-minus-walk rate
- 0.09126108999999999
- Matchup edge: expected winning percentage from runs scored and allowed
- 0.0354718798260813
- Matchup edge: start-of-day margin above or below the wild-card cutoff
- 9
- Matchup edge: manager career winning percentage
- 0.07505362505362506
- Matchup edge: wins above replacement pace per plate appearance
- Missing / not retained
- Matchup edge: the lineup's prior-year defensive runs
- Missing / not retained
- Combined level: bulk-relief outs recorded over the last 7 days
- 8
- Combined level: high-leverage closer outs recorded over the last 7 days
- 20.5
- Matchup edge: high-leverage closer outs recorded over the last 7 days
- -1
- Combined level: share of recent bullpen work handled by closer-type relievers
- 0.26111652061019147
- Matchup edge: share of recent bullpen work handled by closer-type relievers
- -0.009412528399870168
- Combined level: the bullpen's ERA over the last 7 days
- 4.644595910418696
- Matchup edge: the bullpen's ERA over the last 7 days
- 0.4031158714703009
- Combined level: bullpen fatigue risk
- 3.5226874391431355
This bounded excerpt is not the complete feature vector. Null values are not assumed to be zero.
Recorded latest pregame · confirmed-lineup
Tree contributions are raw log-odds toward the home team (+) or away team (−), before calibration. They are not probability points or proof of causation.
| Baseball input | Recorded value | Contribution |
|---|---|---|
Matchup edge: the starter's prior-year xFIP (lower is better)The home team's the starter's prior-year xFIP (lower is better) minus the away team's. A positive value means the home team has more of this statistic. Whether that is favorable depends on the statistic and the model; higher ERA or xFIP is generally worse. | -1.3752606899830315 | +0.0615 |
Matchup edge: the lineup's prior-year defensive runsThe home team's the lineup's prior-year defensive runs minus the away team's. A positive value means the home team has more of this statistic. Whether that is favorable depends on the statistic and the model; higher ERA or xFIP is generally worse. | -34.28244415791988 | -0.0546 |
Matchup edge: season run differentialThe home team's season run differential minus the away team's. A positive value means the home team has more of this statistic. Whether that is favorable depends on the statistic and the model; higher ERA or xFIP is generally worse. | 0.2733333333333334 | +0.0511 |
Matchup edge: the starter's prior-year strikeout-minus-walk rateThe home team's the starter's prior-year strikeout-minus-walk rate minus the away team's. A positive value means the home team has more of this statistic. Whether that is favorable depends on the statistic and the model; higher ERA or xFIP is generally worse. | 0.09126108999999999 | +0.0437 |
Matchup edge: expected winning percentage from runs scored and allowedThe home team's expected winning percentage from runs scored and allowed minus the away team's. A positive value means the home team has more of this statistic. Whether that is favorable depends on the statistic and the model; higher ERA or xFIP is generally worse. | 0.030642121793742982 | +0.0395 |
Matchup edge: start-of-day margin above or below the wild-card cutoffThe home team's start-of-day margin above or below the wild-card cutoff minus the away team's. A positive value means the home team has more of this statistic. Whether that is favorable depends on the statistic and the model; higher ERA or xFIP is generally worse. | 9 | +0.0366 |
Matchup edge: wins above replacement pace per plate appearanceThe home team's wins above replacement pace per plate appearance minus the away team's. A positive value means the home team has more of this statistic. Whether that is favorable depends on the statistic and the model; higher ERA or xFIP is generally worse. | -0.328736438420965 | -0.0167 |
Matchup edge: manager career winning percentageThe home team's manager career winning percentage minus the away team's. A positive value means the home team has more of this statistic. Whether that is favorable depends on the statistic and the model; higher ERA or xFIP is generally worse. | 0.07505362505362506 | +0.0162 |
Recorded input excerpt (16 values)
- Matchup edge: the starter's prior-year xFIP (lower is better)
- -1.3752606899830315
- Matchup edge: the lineup's prior-year defensive runs
- -34.28244415791988
- Matchup edge: season run differential
- 0.2733333333333334
- Matchup edge: the starter's prior-year strikeout-minus-walk rate
- 0.09126108999999999
- Matchup edge: expected winning percentage from runs scored and allowed
- 0.030642121793742982
- Matchup edge: start-of-day margin above or below the wild-card cutoff
- 9
- Matchup edge: wins above replacement pace per plate appearance
- -0.328736438420965
- Matchup edge: manager career winning percentage
- 0.07505362505362506
- Combined level: bulk-relief outs recorded over the last 7 days
- 3
- Combined level: high-leverage closer outs recorded over the last 7 days
- 19
- Matchup edge: high-leverage closer outs recorded over the last 7 days
- -4
- Combined level: share of recent bullpen work handled by closer-type relievers
- 0.25567772170151404
- Matchup edge: share of recent bullpen work handled by closer-type relievers
- -0.06398702235039652
- Combined level: the bullpen's ERA over the last 7 days
- 5.971341023792357
- Matchup edge: the bullpen's ERA over the last 7 days
- 0.8467916366258104
- Combined level: bullpen fatigue risk
- 4.596359048305696
This bounded excerpt is not the complete feature vector. Null values are not assumed to be zero.
Tabular model explanation
No game-specific tabular explanation was retained.
Eye-test prompt: which recorded input fits what you saw, and which would you question? A single win or loss cannot establish that the reasoning was right.
03 · Movement
What changed?
Recorded moneyline prices
Prices move at a fixed selection; a change in a totals line is a different contract. Collection runs independently of opening this notebook.
Latest available books and main / alternate totals
Current board coverage may no longer include completed games. An empty board is not proof that no historical quotes were collected.
Model snapshots
No retained movement series is available in the published summary. First/latest checkpoints remain above.
04 · Review
Price quality and result are separate questions
No settled score recorded yet.
| Market | Latest pregame selection | Forecast | Outcome | Recorded CLV |
|---|---|---|---|---|
| Moneyline | Kansas City Royals | 41.6% | Pending | Unavailable / incomparable |
| Total 7.5 | Under 7.5 | 50.0% | Pending | -5.9% |
| Total 8.5 | Under 8.5 | 53.5% | Won | +0.5% |
| Total 12.5 | Under 12.5 | 82.2% | Won | Unavailable / incomparable |
| Total 9.5 | Over 9.5 | 36.6% | Lost | Unavailable / incomparable |
| Total 3.5 | Under 3.5 | 10.6% | Lost | Unavailable / incomparable |
| Total 10.5 | Under 10.5 | 69.9% | Won | Unavailable / incomparable |
| Total 4.5 | Under 4.5 | 16.1% | Lost | Unavailable / incomparable |
| Total 5.5 | Under 5.5 | 26.3% | Lost | Unavailable / incomparable |
| Total 11.5 | Under 11.5 | 77.4% | Won | Unavailable / incomparable |
| Total 6.5 | Under 6.5 | 34.2% | Won | Unavailable / incomparable |
Recorded CLV compares the first and latest eligible pregame implied probabilities under the existing history policy. It is not a verified sportsbook closing tick. Missing or changed-selection comparisons stay unavailable.
A good price can lose; a poor forecast can win. Use forecast quality and matched model cohorts to judge repeated performance.
Technical details
- Forecast captured
- Moneyline captured
- Total market captured
- Score last fetched
- Unavailable
The score source does not supply a per-game update timestamp; fetch time records when this score feed was retrieved, not when the score changed.
Model − market is a descriptive runs difference using the recorded total from within 30 minutes before this pregame forecast. It does not establish a qualifying paper bet.
Model input coverage
This record does not contain per-game input coverage. Availability cannot be inferred from the displayed probabilities.