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ALIBI MLB · Side-Model Calibrated
Per-game per-model pick (American odds) + per-side edge vs opening line. Side model — not the live betting strategy.
Last updated 2:17 PM ET · May 25 · auto-refreshes hourly 9:30 AM – 6:30 PM ET
Date: 2026-05-22 · 14 games · primary model marked with *
Houston Astros @ Chicago Cubs
02:21 PM ET
Houston Astros (away) · Spencer Arrighetti · Open +128 / Curr +125 (Pinnacle)
Chicago Cubs (home) · Jameson Taillon · Open -141 / Curr -135 (Pinnacle)
Model Score Pick Open / Current Fair (raw) Fair (calibrated) Edge
ml_logit_baseline *
4-2
Houston Astros (away)
+128 / +125
+130
+103
+25c
ml_lgbm
4-2
Houston Astros (away)
+128 / +125
+114
-103
+31c
ml_xgb
4-2
Houston Astros (away)
+128 / +125
+129
-110
+38c
ml_catboost
4-2
Houston Astros (away)
+128 / +125
+130
-104
+32c
ml_logit_blended
4-2
Houston Astros (away)
+128 / +125
+136
+133
-5c
Cleveland Guardians @ Philadelphia Phillies
06:41 PM ET
Cleveland Guardians (away) · Gavin Williams · Open +154 / Curr +129 (Pinnacle)
Philadelphia Phillies (home) · Cristopher Sánchez · Open -172 / Curr -149 (Pinnacle)
Model Score Pick Open / Current Fair (raw) Fair (calibrated) Edge
ml_logit_baseline *
1-0
Cleveland Guardians (away)
+154 / +129
+122
+103
+51c
ml_lgbm
1-0
Cleveland Guardians (away)
+154 / +129
+114
-103
+57c
ml_xgb
1-0
Cleveland Guardians (away)
+154 / +129
+116
-110
+64c
ml_catboost
1-0
Cleveland Guardians (away)
+154 / +129
+118
-104
+58c
ml_logit_blended
1-0
Cleveland Guardians (away)
+154 / +129
+121
+131
+23c
Tampa Bay Rays @ New York Yankees
07:06 PM ET
Tampa Bay Rays (away) · Nick Martinez · Open +133 / Curr +158 (Pinnacle)
New York Yankees (home) · Gerrit Cole · Open -147 / Curr -192 (Pinnacle)
⚠ Baseline skipped: rookie pitcher — Gerrit Cole (home)
Model Score Pick Open / Current Fair (raw) Fair (calibrated) Edge
ml_logit_baseline *
—
—
— / —
—
—
—
ml_lgbm
—
—
— / —
—
—
—
ml_xgb
—
—
— / —
—
—
—
ml_catboost
—
—
— / —
—
—
—
ml_logit_blended
4-2
Tampa Bay Rays (away)
+133 / +158
+106
-105
+38c
Pittsburgh Pirates @ Toronto Blue Jays
07:08 PM ET
Pittsburgh Pirates (away) · Bubba Chandler · Open +139 / Curr -108 (Pinnacle)
Toronto Blue Jays (home) · Kevin Gausman · Open -154 / Curr -108 (Pinnacle)
Model Score Pick Open / Current Fair (raw) Fair (calibrated) Edge
ml_logit_baseline *
2-6
Pittsburgh Pirates (away)
+139 / -108
+129
+103
+36c
ml_lgbm
2-6
Pittsburgh Pirates (away)
+139 / -108
-111
-105
+44c
ml_xgb
2-6
Pittsburgh Pirates (away)
+139 / -108
+131
-110
+49c
ml_catboost
2-6
Pittsburgh Pirates (away)
+139 / -108
-100
-156
+95c
ml_logit_blended
2-6
Pittsburgh Pirates (away)
+139 / -108
+140
+133
+6c
New York Mets @ Miami Marlins
07:11 PM ET
New York Mets (away) · Tobias Myers · Open -123 / Curr +130 (Pinnacle)
Miami Marlins (home) · Eury Pérez · Open +111 / Curr -152 (Pinnacle)
Model Score Pick Open / Current Fair (raw) Fair (calibrated) Edge
ml_logit_baseline *
2-1
Miami Marlins (home)
+111 / -152
-144
-111
+22c
ml_lgbm
2-1
Miami Marlins (home)
+111 / -152
-153
-151
+62c
ml_xgb
2-1
Miami Marlins (home)
+111 / -152
-145
+110
+1c
ml_catboost
2-1
Miami Marlins (home)
+111 / -152
-160
+104
+7c
ml_logit_blended
2-1
Miami Marlins (home)
+111 / -152
-119
-131
+42c
Minnesota Twins @ Boston Red Sox
07:11 PM ET
Minnesota Twins (away) · Connor Prielipp · Open +135 / Curr +275 (Pinnacle)
Boston Red Sox (home) · Payton Tolle · Open -149 / Curr -333 (Pinnacle)
⚠ Baseline skipped: rookie pitcher — Connor Prielipp (away)
Model Score Pick Open / Current Fair (raw) Fair (calibrated) Edge
ml_logit_baseline *
—
—
— / —
—
—
—
ml_lgbm
—
—
— / —
—
—
—
ml_xgb
—
—
— / —
—
—
—
ml_catboost
—
—
— / —
—
—
—
ml_logit_blended
8-6
Minnesota Twins (away)
+135 / +275
+107
-105
+40c
Washington Nationals @ Atlanta Braves
07:15 PM ET
Washington Nationals (away) · Richard Lovelady · Open +182 / Curr +143 (Pinnacle)
Atlanta Braves (home) · Bryce Elder · Open -204 / Curr -175 (Pinnacle)
⚠ Baseline skipped: no prediction available
Model Score Pick Open / Current Fair (raw) Fair (calibrated) Edge
ml_logit_baseline *
—
—
— / —
—
—
—
ml_lgbm
—
—
— / —
—
—
—
ml_xgb
—
—
— / —
—
—
—
ml_catboost
—
—
— / —
—
—
—
ml_logit_blended
4-5
Washington Nationals (away)
+182 / +143
+104
-105
+87c
Detroit Tigers @ Baltimore Orioles
07:16 PM ET
Detroit Tigers (away) · Jack Flaherty · Open +115 / Curr -213 (Pinnacle)
Baltimore Orioles (home) · Keegan Akin · Open -127 / Curr +180 (Pinnacle)
Model Score Pick Open / Current Fair (raw) Fair (calibrated) Edge
ml_logit_baseline *
4-7
Detroit Tigers (away)
+115 / -213
+105
+103
+12c
ml_lgbm
4-7
Detroit Tigers (away)
+115 / -213
+114
-103
+18c
ml_xgb
4-7
Detroit Tigers (away)
+115 / -213
+138
-110
+25c
ml_catboost
4-7
Detroit Tigers (away)
+115 / -213
+104
-156
+71c
ml_logit_blended
4-7
Detroit Tigers (away)
+115 / -213
-109
-105
+20c
Los Angeles Dodgers @ Milwaukee Brewers
07:41 PM ET
Los Angeles Dodgers (away) · Justin Wrobleski · Open -110 / Curr +401 (Pinnacle)
Milwaukee Brewers (home) · Logan Henderson · Open +100 / Curr -556 (Pinnacle)
Model Score Pick Open / Current Fair (raw) Fair (calibrated) Edge
ml_logit_baseline *
5-1
Milwaukee Brewers (home)
+100 / -556
-134
-103
+3c
ml_lgbm
5-1
Milwaukee Brewers (home)
+100 / -556
-129
-114
+14c
ml_xgb
1-5
Los Angeles Dodgers (away)
-110 / +401
+117
-110
+0c
ml_catboost
5-1
Milwaukee Brewers (home)
+100 / -556
-146
+104
-4c
ml_logit_blended
5-1
Milwaukee Brewers (home)
+100 / -556
-130
-133
+33c
Seattle Mariners @ Kansas City Royals
07:41 PM ET
Seattle Mariners (away) · Logan Gilbert · Open -132 / Curr -119 (Pinnacle)
Kansas City Royals (home) · Noah Cameron · Open +120 / Curr -101 (Pinnacle)
Model Score Pick Open / Current Fair (raw) Fair (calibrated) Edge
ml_logit_baseline *
2-0
Seattle Mariners (away)
-132 / -119
-107
-150
+18c
ml_lgbm
0-2
Kansas City Royals (home)
+120 / -101
+109
+105
+15c
ml_xgb
0-2
Kansas City Royals (home)
+120 / -101
-102
+110
+10c
ml_catboost
2-0
Seattle Mariners (away)
-132 / -119
-107
-156
+24c
ml_logit_blended
0-2
Kansas City Royals (home)
+120 / -101
+107
+105
+15c
Texas Rangers @ Los Angeles Angels
09:39 PM ET
Texas Rangers (away) · Jacob deGrom · Open -161 / Curr +365 (Pinnacle)
Los Angeles Angels (home) · Grayson Rodriguez · Open +144 / Curr -500 (Pinnacle)
⚠ Baseline skipped: rookie pitcher — Grayson Rodriguez (home)
Model Score Pick Open / Current Fair (raw) Fair (calibrated) Edge
ml_logit_baseline *
—
—
— / —
—
—
—
ml_lgbm
—
—
— / —
—
—
—
ml_xgb
—
—
— / —
—
—
—
ml_catboost
—
—
— / —
—
—
—
ml_logit_blended
9-6
Los Angeles Angels (home)
+144 / -500
+133
+150
-6c
Athletics @ San Diego Padres
09:41 PM ET
Athletics (away) · Jeffrey Springs · Open +116 / Curr +486 (Pinnacle)
San Diego Padres (home) · Walker Buehler · Open -128 / Curr -714 (Pinnacle)
Model Score Pick Open / Current Fair (raw) Fair (calibrated) Edge
ml_logit_baseline *
3-7
Athletics (away)
+116 / +486
+104
+103
+13c
ml_lgbm
3-7
Athletics (away)
+116 / +486
-233
-233
+149c
ml_xgb
3-7
Athletics (away)
+116 / +486
-118
-110
+26c
ml_catboost
3-7
Athletics (away)
+116 / +486
-106
-156
+72c
ml_logit_blended
3-7
Athletics (away)
+116 / +486
-114
-105
+21c
Colorado Rockies @ Arizona Diamondbacks
09:41 PM ET
Colorado Rockies (away) · Tomoyuki Sugano · Open +167 / Curr -417 (Pinnacle)
Arizona Diamondbacks (home) · Michael Soroka velo -1.29 · Open -189 / Curr +311 (Pinnacle)
Model Score Pick Open / Current Fair (raw) Fair (calibrated) Edge
ml_logit_baseline *
3-2
Colorado Rockies (away)
+167 / -417
+127
+103
+64c
ml_lgbm
3-2
Colorado Rockies (away)
+167 / -417
+153
+151
+16c
ml_xgb
3-2
Colorado Rockies (away)
+167 / -417
+160
-110
+77c
ml_catboost
3-2
Colorado Rockies (away)
+167 / -417
+195
-104
+71c
ml_logit_blended
3-2
Colorado Rockies (away)
+167 / -417
+137
+133
+34c
Chicago White Sox @ San Francisco Giants
10:16 PM ET
Chicago White Sox (away) · Davis Martin · Open -109 / Curr -118 (Pinnacle)
San Francisco Giants (home) · Trevor McDonald · Open -101 / Curr +100 (Pinnacle)
Model Score Pick Open / Current Fair (raw) Fair (calibrated) Edge
ml_logit_baseline *
4-9
San Francisco Giants (home)
-101 / +100
-133
-103
+2c
ml_lgbm
9-4
Chicago White Sox (away)
-109 / -118
-109
-105
-4c
ml_xgb
9-4
Chicago White Sox (away)
-109 / -118
+105
-110
+1c
ml_catboost
9-4
Chicago White Sox (away)
-109 / -118
-103
-156
+47c
ml_logit_blended
9-4
Chicago White Sox (away)
-109 / -118
-107
-105
-3c
Totals Per-game totals models with Pinnacle open line + OVER/UNDER pick + edge in runs.
F HOU 4 CHC 2 F5 HOU 4 CHC 0 · Houston Astros @ Chicago Cubs
02:21 PM ET
Model Sim μ (runs) Open line Pick Edge (runs)
totals_lgbm
8.28
7.0
OVER
+1.28
totals_xgb
8.38
7.0
OVER
+1.38
totals_ridge
8.87
7.0
OVER
+1.87
F CLE 1 PHI 0 F5 CLE 0 PHI 0 · Cleveland Guardians @ Philadelphia Phillies
06:41 PM ET
Model Sim μ (runs) Open line Pick Edge (runs)
totals_lgbm
8.37
7.0
OVER
+1.37
totals_xgb
9.22
7.0
OVER
+2.22
totals_ridge
9.03
7.0
OVER
+2.03
F TB 4 NYY 2 F5 TB 0 NYY 1 · Tampa Bay Rays @ New York Yankees
07:06 PM ET
No totals data for this game.
F PIT 2 TOR 6 F5 PIT 1 TOR 3 · Pittsburgh Pirates @ Toronto Blue Jays
07:08 PM ET
Model Sim μ (runs) Open line Pick Edge (runs)
totals_lgbm
8.26
8.0
OVER
+0.26
totals_xgb
7.99
8.0
—
-0.01
totals_ridge
9.02
8.0
OVER
+1.02
F NYM 1 MIA 2 F5 NYM 1 MIA 2 · New York Mets @ Miami Marlins
07:11 PM ET
Model Sim μ (runs) Open line Pick Edge (runs)
totals_lgbm
8.76
8.0
OVER
+0.76
totals_xgb
8.42
8.0
OVER
+0.42
totals_ridge
9.14
8.0
OVER
+1.14
F MIN 8 BOS 6 F5 MIN 3 BOS 6 · Minnesota Twins @ Boston Red Sox
07:11 PM ET
No totals data for this game.
F WSH 4 ATL 5 F5 WSH 0 ATL 0 · Washington Nationals @ Atlanta Braves
07:15 PM ET
Model Sim μ (runs) Open line Pick Edge (runs)
totals_lgbm
10.08
9.0
OVER
+1.08
totals_xgb
10.84
9.0
OVER
+1.84
totals_ridge
9.23
9.0
OVER
+0.23
F DET 4 BAL 7 F5 DET 4 BAL 6 · Detroit Tigers @ Baltimore Orioles
07:16 PM ET
Model Sim μ (runs) Open line Pick Edge (runs)
totals_lgbm
8.27
8.5
UNDER
-0.23
totals_xgb
8.46
8.5
—
-0.04
totals_ridge
8.86
8.5
OVER
+0.36
F LAD 1 MIL 5 F5 LAD 0 MIL 5 · Los Angeles Dodgers @ Milwaukee Brewers
07:41 PM ET
Model Sim μ (runs) Open line Pick Edge (runs)
totals_lgbm
8.12
8.5
UNDER
-0.38
totals_xgb
9.54
8.5
OVER
+1.04
totals_ridge
8.69
8.5
OVER
+0.19
F SEA 2 KC 0 F5 SEA 0 KC 0 · Seattle Mariners @ Kansas City Royals
07:41 PM ET
Model Sim μ (runs) Open line Pick Edge (runs)
totals_lgbm
8.46
8.0
OVER
+0.46
totals_xgb
7.61
8.0
UNDER
-0.39
totals_ridge
8.83
8.0
OVER
+0.83
F TEX 6 LAA 9 F5 TEX 3 LAA 6 · Texas Rangers @ Los Angeles Angels
09:39 PM ET
No totals data for this game.
F OAK 3 SD 7 F5 OAK 3 SD 3 · Athletics @ San Diego Padres
09:41 PM ET
Model Sim μ (runs) Open line Pick Edge (runs)
totals_lgbm
8.66
8.0
OVER
+0.66
totals_xgb
9.52
8.0
OVER
+1.52
totals_ridge
8.43
8.0
OVER
+0.43
F COL 3 ARI 2 F5 COL 1 ARI 2 · Colorado Rockies @ Arizona Diamondbacks
09:41 PM ET
Model Sim μ (runs) Open line Pick Edge (runs)
totals_lgbm
9.57
8.5
OVER
+1.07
totals_xgb
8.32
8.5
UNDER
-0.18
totals_ridge
9.41
8.5
OVER
+0.91
F CWS 9 SF 4 F5 CWS 9 SF 3 · Chicago White Sox @ San Francisco Giants
10:16 PM ET
Model Sim μ (runs) Open line Pick Edge (runs)
totals_lgbm
8.32
7.5
OVER
+0.82
totals_xgb
6.70
7.5
UNDER
-0.80
totals_ridge
8.48
7.5
OVER
+0.98
CLV (Closing Line Value, 30d) Per-model rolling 30-day mean CLV in cents on the OPENING-line pick side, computed at the Pinnacle CLOSE. Positive = market converged toward our pick. Negative = market moved away. Diagnostic only — calibrated accuracy is the betting north star.
Model n CLV (cents) ±SEM ml_logit_baseline 289 -0.22 ±0.13
ml_lgbm 289 +0.02 ±0.13
ml_xgb 162 -0.21 ±0.15
ml_catboost 162 -0.23 ±0.15
ml_logit_blended 210 -0.23 ±0.13
ml_lgbm_walkforward_daily_aug_v1 109 +0.09 ±0.26
ml_lgbm_walkforward_daily_v1 88 -0.32 ±0.19
ml_lgbm_walkforward_v1 88 -0.13 ±0.19
ml_logit_all_l30d 28 -0.27 ±0.46
ml_lr3 134 -0.26 ±0.22
All probabilities calibrated via per-model IsotonicRegression fit on completed games in the last 365 days.
Models whose calibrator was trained on fewer than 50 samples are suppressed entirely from the page (under-trained — see the "Hidden models" note above, when present).
Rows where the calibrator has a flat plateau ±5pp around the raw probability are hidden (out-of-distribution: the isotonic has no training data anchored there, so the calibrated value would be interpolation, not signal).
Per-side edge = cents_basis(pinnacle_open) − cents_basis(fair_american_from_calibrated_p), computed on home and away independently (vig affects each side, so we don't sign-flip).
Pick = side with the larger edge. "Open / Current" shows Pinnacle's opening American line (source: mart.pinnacle_opens_h2h_locked, verified daily) and the latest live line (source: stg.odds_h2h_paired — Pinnacle preferred, else DraftKings as the early placeholder until Pinnacle opens) on the pick side. Edge math uses the OPEN, not the current.
10c edge = "strong" highlight (mirrors production cents_gap_rule, Dave msg 2228).
This page does not factor in cents_gap_rule's full bet-rule logic — it shows raw per-side edge from calibrated probabilities only.