MLB Baseball

KC vs BAL Prediction

July 12, 2026

10,000 Monte Carlo simulations

FINAL: BAL 8 — KC 2. Our Monte Carlo simulation projected BAL 4.3 - KC 4.3 (BAL at 50.9% win probability). The run line is -1.5 and the total is 9.5. Model projects 8.6 total runs.

BAL
4.3
Projected Score
VS O/U 9.5
KC
4.3
Projected Score
Win Probability
50.9%
49.0%
BALKC
-1.5
Run Line (BAL)
9.5
Total Line
10,000
Simulations
KC L5BAL W5
Calibrated accuracy at this confidence: 50.4% (2,790 games)

Projected Runs Range 10th – 90th percentile

KC
246
BAL
246
FINALBAL 8 — KC 2
Projected
BAL 4.3 — KC 4.3
Actual
BAL 8 — KC 2

Pick Results

KC @ BAL NRFInrfiWIN+1.00u

Starting Pitcher Matchup

Seth Lugo R
KC
SI20%92 mph11% whiff
FF17%92 mph13% whiff
FC16%90 mph21% whiff
Shane Baz R
BAL
FF33%96 mph13% whiff
KC33%85 mph27% whiff
FC18%90 mph19% whiff

Weather Impact

Oriole Park at Camden Yards
84°F9 mph wind
HR: 1.066 Total: 1.036
7mph out

Bullpen Comparison

KC
4.34ERA
5.00FIP
8.61K/9
4.51BB/9
1.45WHIP
BAL
4.34ERA
4.01FIP
8.76K/9
3.44BB/9
1.30WHIP

Betting Edges

RUN_LINE AWAY +1.5
-32.7% EV
-172
TOTAL OVER 9.5
-25.8% EV
-110
TOTAL UNDER 9.5
+16.8% EV
-110
F5_ML HOME
-11.8% EV
-147
ML HOME
-10.0% EV
-147
RUN_LINE HOME -1.5
-10.0% EV
+142

First 5 Innings & NRFI

KC F5
2.4 runs
41.6% win
BAL F5
2.4 runs
43.5% win
F5 Total
4.8
NRFI
53.8%
YRFI
46.2%
Avg 1st Inn Runs
1.00

HR Spotlight

Avg HRs
2.5
Over 0.5 HR
91%
Over 1.5 HR
70%
No HR
9%
Pete Alonso BAL30.0%
ISO: 0.250 | Barrel: 18.9% | vs Seth Lugo | Park: 1.03x
Samuel Basallo BAL30.0%
ISO: 0.260 | Barrel: 8.9% | vs Seth Lugo | Park: 1.03x Platoon: 1.12x
Carter Jensen KC28.0%
ISO: 0.197 | Barrel: 20.8% | vs Shane Baz | Park: 1.03x Platoon: 1.12x

Pitcher Strikeout Projections

Seth Lugo
0.0 K projected
KC | K/9: 0.0
Shane Baz
0.0 K projected
BAL | K/9: 0.0

Injury Report

KC8 injured
Kyle Isbel CF10-DAY-IL
Maikel Garcia 3B10-DAY-IL
Stephen Kolek SPBEREAVEMENT
Kris Bubic SP60-DAY-IL
Cole Ragans SP60-DAY-IL
Carlos Estevez RP60-DAY-IL
+2 more
BAL8 injured
Ryan Helsley RP15-DAY-IL
Keegan Akin RP15-DAY-IL
Felix Bautista RP60-DAY-IL
Colin Selby RP60-DAY-IL
Chris Bassitt SP15-DAY-IL
Ryan Mountcastle 1B60-DAY-IL
+2 more

AI Intelligence Analysis

STRONG BET +1YELLOW ZONE50.1% WR (n=328)
Model projects 8.55 total runs vs market 9.5 — that's 16.8% edge on UNDER 9.5, driven by both pitchers' sub-7.5 K/9 rates (7.3 and 7.5) and low BB rates. Market is overpricing run scoring in a pitcher's duel.

Key Factors

  • Pitcher K-rate mismatch: Baz 7.3 K/9 (below avg), Lugo 7.5 K/9 (below avg) — both limit scoring vs median 8.7 K/9
  • Model total 8.55 vs market 9.5 = 0.95 run gap; 16.8% edge on UNDER confirms profitable gap
  • Bullpen ERA: BAL 4.34 (poor, but sample n=TBD), KC 4.34 (identical) — no leverage in late innings
  • Recent NRFI: 51.8% model prob (edge +2.5%) shows low early scoring expected
  • Zone status: YELLOW total zone (50.1% WR) but 15-20% edge bucket is historically 50.1% WR — edge is correctly sized for 50%+ outcomes

Risk Factors

  • Edge >15% signals potential model overconfidence (historical z-score -0.71 for similar zones)
  • Weather (+3.6% multiplier) provides some overs tailwind not fully reflected in model
  • BAL bullpen is worst in American League (4.34 ERA, setup ERA 4.93) — if BAL gets ahead, they blow it and overs hit
TOTALS VALUEPITCHER MISMATCHHIGH EDGE WARNING

Edge Analysis

Moneyline
BAL 50.9%
-10.0 pts
Run Line
-1.5
-10.0 pts
Total
9.5
+16.8 pts
How this prediction was generated: This page shows output from the Olympus Bets MLB Baseball Monte Carlo engine. Each game is simulated 10,000 times using real-time team data, injury reports, and current odds. Probabilities are calibrated using Bayesian methods and sized via the Kelly Criterion. Probabilities are calibrated using Bayesian methods and sized via the Kelly Criterion. Full methodology →

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