Amy 7 · AI + QUANT MLB TOTALS INTELLIGENCE

Amy 7 Over / Under Betting Board Tuesday, August 25, 2026

Operational board date: Tuesday, August 25, 2026 · Data updated: 2:55 PM ET

VIEW KALSHI BOARD DEMO
O/U Bet Status
Not Locked Locked

Locked means the bet’s side, line, odds, and model terms were frozen at T-10 and cannot change. Official status is tracked separately.

Top 3 Model Picks

TODAY'S THREE HIGHEST-RANKED SIMULATION PICKS — RESEARCH ONLY, NOT OFFICIAL WAGERS. These always show the model's preferred side while release and performance gates independently determine whether a pick can become official.

WATCH Not Locked
BEST CURRENT BET · #1 OPEN BOX SCORE ↗
STATE INCOMPLETE EVIDENCE 5/6 MODEL OU_V7
Cleveland Guardians
AWAY
VS
Los Angeles Angels
HOME
O/U LINE
LEAN UNDER 7.5
BET SCORE 68.6
AI SCORE 69
EDGE -0.56
DATA 4/6
BOOK TOTAL 7.5
MODEL TOTAL 6.9
LIVE MARKET DraftKings
QUOTE · UTC 2:55 PM
OVER · UNDER · PUSH 44.7 · 55.3 · 0.0%
95% RANGE -1.3–15.2
AI ADJUSTMENT +0.0
GAME TIME
9:38 PM ET
COUNTDOWN
Loading...
O/U AI BREAKDOWN
WEATHER +0.05 runs
PARK -0.03 runs
PITCHER -0.50 runs
BULLPEN -0.33 runs
MARKET +0.00 runs
AWAITING LIVE FEEDS
Lineup Market movement

WHY THIS TOTAL

The model projects 6.9 runs, 0.6 below the 7.5 book total, supporting the Under. The strongest supporting signals are starting pitching (-0.50 runs) and bullpens (-0.33 runs).

Current explanation; inputs and rank may change until T-10 lock.

ENVIRONMENT

Overcast clouds Played at Angel Stadium.

O/U MATH

  • Sportsbook Total:7.5
  • Model Total:6.9
  • Edge:-0.56
  • Weather:75°
  • Wind:0 mph
  • Park Factor:0.98
Bet Score: 68.6
WATCH Not Locked
CURRENT CANDIDATE · #2 OPEN BOX SCORE ↗
STATE INCOMPLETE EVIDENCE 5/6 MODEL OU_V7
Kansas City Royals
AWAY
VS
Toronto Blue Jays
HOME
O/U LINE
LEAN OVER 8.5
BET SCORE 67.9
AI SCORE 68
EDGE +0.47
DATA 4/6
BOOK TOTAL 8.5
MODEL TOTAL 9.0
LIVE MARKET DraftKings
QUOTE · UTC 2:55 PM
OVER · UNDER · PUSH 54.5 · 45.5 · 0.0%
95% RANGE 0.7–17.2
AI ADJUSTMENT +0.0
GAME TIME
7:07 PM ET
COUNTDOWN
Loading...
O/U AI BREAKDOWN
WEATHER +0.00 runs
PARK +0.00 runs
PITCHER +0.67 runs
BULLPEN -0.01 runs
MARKET +0.00 runs
AWAITING LIVE FEEDS
Lineup Market movement

WHY THIS TOTAL

The model projects 9.0 runs, 0.5 above the 8.5 book total, supporting the Over. The strongest supporting signals are starting pitching (+0.67 runs).

Current explanation; inputs and rank may change until T-10 lock.

ENVIRONMENT

Clear sky Played at Rogers Centre.

O/U MATH

  • Sportsbook Total:8.5
  • Model Total:9.0
  • Edge:+0.47
  • Weather:70°
  • Wind:15 mph
  • Park Factor:1.00
Bet Score: 67.9
WATCH Not Locked
CURRENT CANDIDATE · #3 OPEN BOX SCORE ↗
STATE INCOMPLETE EVIDENCE 5/6 MODEL OU_V7
Los Angeles Dodgers
AWAY
VS
Atlanta Braves
HOME
O/U LINE
LEAN UNDER 8.5
BET SCORE 66.3
AI SCORE 66
EDGE -0.40
DATA 4/6
BOOK TOTAL 8.5
MODEL TOTAL 8.1
LIVE MARKET DraftKings
QUOTE · UTC 2:55 PM
OVER · UNDER · PUSH 46.2 · 53.8 · 0.0%
95% RANGE -0.1–16.3
AI ADJUSTMENT +0.0
GAME TIME
7:15 PM ET
COUNTDOWN
Loading...
O/U AI BREAKDOWN
WEATHER +0.10 runs
PARK +0.01 runs
PITCHER -0.50 runs
BULLPEN -0.20 runs
MARKET +0.00 runs
AWAITING LIVE FEEDS
Lineup Market movement

WHY THIS TOTAL

The model projects 8.1 runs, 0.4 below the 8.5 book total, supporting the Under. The strongest supporting signals are starting pitching (-0.50 runs) and bullpens (-0.20 runs).

Current explanation; inputs and rank may change until T-10 lock.

ENVIRONMENT

Clear sky Played at Truist Park.

O/U MATH

  • Sportsbook Total:8.5
  • Model Total:8.1
  • Edge:-0.40
  • Weather:79°
  • Wind:7 mph
  • Park Factor:1.01
Bet Score: 66.3
AI Totals Learning Summary

The AI Totals engine continuously evaluates every MLB matchup using historical performance, current season trends, projected lineups, starting pitchers, weather, ballpark characteristics, market movement, and proprietary machine learning models.

Each matchup is scored for both predicted edge and confidence. The system continuously learns from completed official picks, recalibrates performance over time, and measures historical accuracy across confidence levels.

Only completed official picks are included in public performance statistics, ensuring transparent and consistent long-term tracking.

O/U Lock Rule

A ranked candidate is not an official pick until every evidence and quality gate passes.

The system continuously monitors inputs, performs its last full poll at T-15, and freezes the final decision at T-10. A qualifying wager is then marked LOCKED.

After a pick is LOCKED, the matchup, side, betting line, and official rank never change. Only the final result (WIN, LOSS, PUSH, or VOID) is recorded after grading.

ALL OVER / UNDER PICKS: Tuesday, August 25, 2026

CURRENT TOP 3 are previews only and do not count as official bets unless marked LOCKED. OTHER O/U picks are displayed for research only and do not affect the record boxes.

TIME COUNTDOWN MATCHUP PICK BOOK MARKET MODEL LOCK STATUS EDGE BET SCORE AI ADJ EVIDENCE WEATHER PARK STADIUM RESULT SCORE
9:38 PM ET Loading...
Cleveland Guardians
vs
Los Angeles Angels
INCOMPLETE · 5/6 		Lean Under P 55.3% EV -0.1%
DraftKings
7.5
O +103 U -124
6.9 Not Locked -0.56 68.6 +0.0 5/6 75° / 0 mph -0.03
0.98 		Angel Stadium PENDING
Pending
7:07 PM ET Loading...
Kansas City Royals
vs
Toronto Blue Jays
INCOMPLETE · 5/6 		Lean Over P 54.5% EV -0.2%
DraftKings
8.5
O -120 U +100
9.0 Not Locked +0.47 67.9 +0.0 5/6 70° / 15 mph 0.00
1.00 		Rogers Centre PENDING
Pending
7:15 PM ET Loading...
Los Angeles Dodgers
vs
Atlanta Braves
INCOMPLETE · 5/6 		Lean Under P 53.8% EV +7.1%
DraftKings
8.5
O -119 U -101
8.1 Not Locked -0.40 66.3 +0.0 5/6 79° / 7 mph 0.01
1.01 		Truist Park PENDING
Pending
7:10 PM ET Loading...
Milwaukee Brewers
vs
New York Mets
INCOMPLETE · 5/6 		Lean Under P 53.6% EV -0.6%
DraftKings
7.5
O -103 U -117
7.1 Not Locked -0.38 66.0 +0.0 5/6 73° / 9 mph -0.04
0.97 		Citi Field PENDING
Pending
7:05 PM ET Loading...
Houston Astros
vs
New York Yankees
INCOMPLETE · 5/6 		Watch Over P 52.5% EV -2.7%
DraftKings
8.5
O -117 U -103
8.8 Not Locked +0.26 65.8 +0.0 5/6 72° / 11 mph 0.03
1.02 		Yankee Stadium PENDING
Pending
9:40 PM ET Loading...
Minnesota Twins
vs
Athletics
INCOMPLETE · 5/6 		Watch Over P 47.3% EV +0.6%
DraftKings
10.0
O -108 U -112
10.2 Not Locked +0.22 65.3 +0.0 5/6 62° / 8 mph 0.00
1.00 		Sutter Health Park PENDING
Pending
6:40 PM ET Loading...
Tampa Bay Rays
vs
Detroit Tigers
INCOMPLETE · 5/6 		Watch Under P 51.9% EV -2.6%
DraftKings
7.5
O -105 U -114
7.3 Not Locked -0.20 65.0 +0.0 5/6 72° / 3 mph -0.03
0.98 		Comerica Park PENDING
Pending
9:40 PM ET Loading...
Pittsburgh Pirates
vs
San Diego Padres
INCOMPLETE · 5/6 		Best Guess Under BEST GUESS · INTERNAL PASS P 46.2% EV +1.9%
DraftKings
7.0
O -120 U +100
6.9 Not Locked -0.10 63.5 +0.0 5/6 73° / 5 mph -0.05
0.96 		Petco Park PENDING
Pending
7:40 PM ET Loading...
Texas Rangers
vs
Chicago White Sox
INCOMPLETE · 5/6 		Best Guess Under BEST GUESS · INTERNAL PASS P 50.5% EV -9.1%
DraftKings
7.5
O +103 U -125
7.5 Not Locked -0.05 62.8 +0.0 5/6 74° / 1 mph 0.00
1.00 		Rate Field PENDING
Pending
9:40 PM ET Loading...
Chicago Cubs
vs
Arizona Diamondbacks
INCOMPLETE · 5/6 		Best Guess Over BEST GUESS · INTERNAL PASS P 50.1% EV -3.5%
DraftKings
8.5
O -108 U -112
8.5 Not Locked +0.01 62.2 +0.0 5/6 94° / 3 mph 0.04
1.03 		Chase Field PENDING
Pending
9:40 PM ET Loading...
Philadelphia Phillies
vs
Seattle Mariners
INCOMPLETE · 5/6 		Best Guess Under BEST GUESS · INTERNAL PASS P 50.8% EV -3.1%
DraftKings
7.5
O -110 U -110
7.4 Not Locked -0.08 61.6 +0.0 5/6 63° / 3 mph -0.06
0.95 		T-Mobile Park PENDING
Pending
9:45 PM ET Loading...
Cincinnati Reds
vs
San Francisco Giants
INCOMPLETE · 5/6 		Best Guess Under BEST GUESS · INTERNAL PASS P 45.5% EV -3.6%
DraftKings
8.0
O -110 U -110
8.0 Not Locked -0.03 60.9 +0.0 5/6 59° / 9 mph -0.08
0.94 		Oracle Park PENDING
Pending
6:40 PM ET Loading...
Boston Red Sox
vs
Miami Marlins
INCOMPLETE · 4/6 		Best Guess Under BEST GUESS · INTERNAL PASS P 51.8% EV +1.1%
DraftKings
7.5
O -115 U -105
7.3 Not Locked -0.19 NA — 4/6 88° / 7 mph -0.04
0.97 		loanDepot park PENDING
Pending
7:45 PM ET Loading...
Baltimore Orioles
vs
St. Louis Cardinals
INCOMPLETE · 4/6 		Best Guess Over BEST GUESS · INTERNAL PASS P 46.6% EV -4.5%
DraftKings
8.0
O -118 U -102
8.1 Not Locked +0.14 NA — 4/6 76° / 1 mph -0.01
0.99 		Busch Stadium PENDING
Pending
6:45 PM ET Loading...
Colorado Rockies
vs
Washington Nationals
INCOMPLETE · 4/6 		Best Guess Over BEST GUESS · INTERNAL PASS P 50.7% EV -1.1%
DraftKings
8.5
O -105 U -115
8.6 Not Locked +0.07 NA — 4/6 77° / 8 mph 0.00
1.00 		Nationals Park PENDING
Pending

PREVIOUS ASSUMED PAPER BET RESULTS: Monday, August 24, 2026

DAY MATCHUP PICK LOCK STATUS EDGE BET SCORE AI ADJ CONF RESULT SCORE
Aug 24
Chicago Cubs
vs
Arizona Diamondbacks
 Over 9.0 Locked +0.76 73.0 +0.0 NA LOSS
Chicago Cubs 7 - Arizona Diamondbacks 0
Aug 24
Minnesota Twins
vs
Athletics
 Lean Over 10.5 Locked +0.68 72.0 +0.0 NA WIN
Minnesota Twins 9 - Athletics 6
Aug 24
Philadelphia Phillies
vs
Seattle Mariners
 Lean Under 6.5 Locked -0.59 70.6 +0.0 NA LOSS
Seattle Mariners 9 - Philadelphia Phillies 2
Aug 24
Cleveland Guardians
vs
Los Angeles Angels
 Watch Under 7.5 Locked -0.34 68.6 +0.0 NA WIN
Cleveland Guardians 4 - Los Angeles Angels 2
Aug 24
Boston Red Sox
vs
Miami Marlins
 Watch Under 7.0 Locked -0.21 66.7 +0.0 NA WIN
Boston Red Sox 4 - Miami Marlins 2
Aug 24
Tampa Bay Rays
vs
Detroit Tigers
 Watch Under 7.5 Locked -0.32 66.7 +0.0 NA WIN
Tampa Bay Rays 4 - Detroit Tigers 1
Aug 24
Colorado Rockies
vs
Washington Nationals
 Watch Over 8.0 Locked +0.26 67.5 +0.0 NA WIN
Washington Nationals 13 - Colorado Rockies 3
Aug 24
Pittsburgh Pirates
vs
San Diego Padres
 Best Guess Under 7.5 Locked -0.08 63.2 +0.0 NA WIN
Pittsburgh Pirates 3 - San Diego Padres 2
Aug 24
Cincinnati Reds
vs
San Francisco Giants
 Best Guess Under 7.5 Locked -0.51 NA +0.0 NA WIN
San Francisco Giants 5 - Cincinnati Reds 0
Aug 24
Texas Rangers
vs
Chicago White Sox
 Best Guess Over 8.0 Locked +0.19 NA +0.0 NA WIN
Texas Rangers 11 - Chicago White Sox 2
O/U Daily Schedule

Data intake begins at 7:05 AM ET, followed by the morning analysis pipeline. The current board stays at the top of this screen while projections, market data, weather, pitching, and AI scoring refresh. Every bet freezes at T-10; evidence and quality gates separately determine whether it becomes official. Graded results remain visible above this morning analysis section.

Morning AI Injection
  • Wind direction and stadium weather effects
  • Pitcher volatility versus market totals
  • Bullpen fatigue and late scoring environments
  • Run-environment mismatches between model and sportsbooks
  • Learning from previous Over / Under grading results
MODEL VALIDATION

Bet Score Calibration

Research results use the complete append-only T-10 paper ledger across model versions and update each morning; official results use immutable official snapshots. Pushes are excluded from win rate, which appears after 10 decisions.

Last 30 DaysImmutable paper ledger
Bet Score Band Picks W L Push Win Rate
85-99 Strong 1 0 1 0 Sample too small
75-84 Lean 7 4 3 0 Sample too small
50-74 Watch 180 87 84 9
50.9%
Below 50 / Best Guess 0 0 0 0 —
This MonthImmutable paper ledger
Bet Score Band Picks W L Push Win Rate
85-99 Strong 1 0 1 0 Sample too small
75-84 Lean 7 4 3 0 Sample too small
50-74 Watch 180 87 84 9
50.9%
Below 50 / Best Guess 0 0 0 0 —
Immutable Official LedgerLast 30 days
Bet Score Band Picks W L Push Win Rate
85-99 Strong 0 0 0 0 —
75-84 Lean 0 0 0 0 —
50-74 Watch 0 0 0 0 —
Below 50 / Best Guess 0 0 0 0 —