01 · Forecast

What did we believe?

No current actionable forecast is substituted for this game. The recorded checkpoints below are the historical evidence.

Moneyline · 8 recorded snapshots

First look

· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0

Chicago Cubs · 49.5%

+124 at polymarket · recorded edge +4.9%

Paper recommendation

Quote observed .

Latest pregame

· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0

Chicago Cubs · 49.5%

+116 at the-odds-api · recorded edge +3.2%

Paper recommendation

Quote observed .

First and latest pregame are model snapshots, not necessarily the bookmaker’s opening and closing prices.

Total 7.5 · 1 recorded snapshots

First look

· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0

Over 7.5 · 50.0%

+104 at the-odds-api · 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

Over 7.5 · 50.0%

+104 at the-odds-api · recorded edge +1.0%

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 · 53.9%

-168 at polymarket · recorded edge -9.3%

No paper recommendation recorded

Quote observed .

Latest pregame

· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0

Over 8.5 · 46.1%

+152 at kalshi · recorded edge +6.4%

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 · 83.7%

-458 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 4.5 · 16.3%

+351 at kalshi · recorded edge -5.8%

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

Under 11.5 · 77.7%

-564 at kalshi · recorded edge -7.3%

No paper recommendation recorded

Quote observed .

Latest pregame

· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0

Over 11.5 · 22.3%

+456 at kalshi · recorded edge +4.3%

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 · 73.4%

-239 at kalshi · recorded edge +2.9%

No paper recommendation recorded

Quote observed .

Latest pregame

· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0

Under 5.5 · 26.6%

+198 at kalshi · recorded edge -7.0%

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

Under 6.5 · 34.6%

+140 at polymarket · recorded edge -8.1%

No paper recommendation recorded

Quote observed .

Latest pregame

· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0

Over 6.5 · 65.4%

-154 at kalshi · recorded edge +4.7%

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 · 29.7%

+313 at kalshi · recorded edge +5.5%

No paper recommendation recorded

Quote observed .

Latest pregame

· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0

Under 10.5 · 70.3%

-381 at kalshi · recorded edge -8.9%

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

Over 9.5 · 36.2%

+229 at kalshi · recorded edge +5.8%

No paper recommendation recorded

Quote observed .

Latest pregame

· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0

Under 9.5 · 63.8%

-276 at kalshi · recorded edge -9.6%

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

Under 3.5 · 10.8%

+574 at kalshi · recorded edge -4.0%

No paper recommendation recorded

Quote observed .

Latest pregame

· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0

Over 3.5 · 89.2%

-719 at kalshi · recorded edge +1.4%

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 · 3 recorded snapshots

First look

· retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0

Over 7.5 · 49.3%

+101 at polymarket · 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

Over 7.5 · 49.8%

+109 at polymarket · recorded edge +2.0%

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 · 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 inputRecorded valueContribution
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.
-0.053659673321388546-0.0439
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.
-21.444863652368078-0.0437
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.
3+0.0387
Matchup edge: start-of-day playoff-race leverageThe home team's start-of-day playoff-race leverage 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.
-0.13910994106456276-0.0384
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.
-0.5521472392638036-0.0327
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.
0.014819920000000014+0.0278
Matchup edge: proximity to the start-of-day playoff qualification cutoffThe home team's proximity to the start-of-day playoff qualification 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.
-0.4529341724580625-0.0217
Matchup edge: the starter's season-to-date strikeout-minus-walk rateThe home team's the starter's season-to-date 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.
0.060190469999999996+0.0209
Recorded input excerpt (16 values)
Matchup edge: expected winning percentage from runs scored and allowed
-0.053659673321388546
Matchup edge: the lineup's prior-year defensive runs
-21.444863652368078
Matchup edge: start-of-day margin above or below the wild-card cutoff
3
Matchup edge: start-of-day playoff-race leverage
-0.13910994106456276
Matchup edge: season run differential
-0.5521472392638036
Matchup edge: the starter's prior-year strikeout-minus-walk rate
0.014819920000000014
Matchup edge: proximity to the start-of-day playoff qualification cutoff
-0.4529341724580625
Matchup edge: the starter's season-to-date strikeout-minus-walk rate
0.060190469999999996
Combined level: bulk-relief outs recorded over the last 7 days
9
Combined level: high-leverage closer outs recorded over the last 7 days
21
Matchup edge: high-leverage closer outs recorded over the last 7 days
6
Combined level: share of recent bullpen work handled by closer-type relievers
0.2348314606741573
Matchup edge: share of recent bullpen work handled by closer-type relievers
0.06966292134831459
Combined level: the bullpen's ERA over the last 7 days
3.9235955056179774
Matchup edge: the bullpen's ERA over the last 7 days
0.6471910112359551
Combined level: bullpen fatigue risk
3.647640449438202

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 inputRecorded valueContribution
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.
-0.053659673321388546-0.0439
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.
-21.444863652368078-0.0437
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.
3+0.0387
Matchup edge: start-of-day playoff-race leverageThe home team's start-of-day playoff-race leverage 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.
-0.13910994106456276-0.0384
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.
-0.5521472392638036-0.0327
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.
0.014819920000000014+0.0278
Matchup edge: proximity to the start-of-day playoff qualification cutoffThe home team's proximity to the start-of-day playoff qualification 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.
-0.4529341724580625-0.0217
Matchup edge: the starter's season-to-date strikeout-minus-walk rateThe home team's the starter's season-to-date 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.
0.060190469999999996+0.0209
Recorded input excerpt (16 values)
Matchup edge: expected winning percentage from runs scored and allowed
-0.053659673321388546
Matchup edge: the lineup's prior-year defensive runs
-21.444863652368078
Matchup edge: start-of-day margin above or below the wild-card cutoff
3
Matchup edge: start-of-day playoff-race leverage
-0.13910994106456276
Matchup edge: season run differential
-0.5521472392638036
Matchup edge: the starter's prior-year strikeout-minus-walk rate
0.014819920000000014
Matchup edge: proximity to the start-of-day playoff qualification cutoff
-0.4529341724580625
Matchup edge: the starter's season-to-date strikeout-minus-walk rate
0.060190469999999996
Combined level: bulk-relief outs recorded over the last 7 days
9
Combined level: high-leverage closer outs recorded over the last 7 days
21
Matchup edge: high-leverage closer outs recorded over the last 7 days
6
Combined level: share of recent bullpen work handled by closer-type relievers
0.2348314606741573
Matchup edge: share of recent bullpen work handled by closer-type relievers
0.06966292134831459
Combined level: the bullpen's ERA over the last 7 days
3.9235955056179774
Matchup edge: the bullpen's ERA over the last 7 days
0.6471910112359551
Combined level: bullpen fatigue risk
3.647640449438202

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

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 38 snapshots · +0.5% change

From to

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 43 snapshots · +0.4% change

From to

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 6 snapshots · -0.2% change

From to

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 4 snapshots · +0.2% change

From to

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 2 snapshots · +0.2% change

From to

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 6 snapshots · -0.2% change

From to

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 6 snapshots · +0.2% change

From to

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 6 snapshots · -0.2% change

From to

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 6 snapshots · +0.2% change

From to

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 6 snapshots · -0.2% change

From to

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 6 snapshots · +0.2% change

From to

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 6 snapshots · +0.2% change

From to

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 6 snapshots · -0.2% change

From to

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 6 snapshots · +0.2% change

From to

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 6 snapshots · -0.2% change

From to

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 6 snapshots · -0.1% change

From to

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 6 snapshots · +0.1% change

From to

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 6 snapshots · -0.1% change

From to

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 6 snapshots · +0.1% change

From to

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 6 snapshots · +0.0% change

From to

retrosheet_lightgbm_poisson_blend retrosheet-game-date-bounded-fielding-2026-v16.0.0 · 11 snapshots · +0.0% change

From to

04 · Review

Price quality and result are separate questions

No settled score recorded yet.

MarketLatest pregame selectionForecastOutcomeRecorded CLV
Total 7.5Over 7.550.0%Pending+0.0%
MoneylineChicago Cubs49.5%Lost+1.7%
Total 8.5Over 8.546.1%LostUnavailable / incomparable
Total 4.5Under 4.516.3%LostUnavailable / incomparable
Total 11.5Over 11.522.3%LostUnavailable / incomparable
Total 5.5Under 5.526.6%WonUnavailable / incomparable
Total 6.5Over 6.565.4%LostUnavailable / incomparable
Total 10.5Under 10.570.3%WonUnavailable / incomparable
Total 9.5Under 9.563.8%WonUnavailable / incomparable
Total 3.5Over 3.589.2%WonUnavailable / incomparable
Total 7.5Over 7.549.8%Pending-1.9%

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.