MLB Baseball

WSH vs OAK Prediction

July 17, 2026

10,000 Monte Carlo simulations

WSH vs OAK prediction for July 17, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects OAK 4.9 - WSH 5.7. WSH is favored with a 53.4% win probability. The run line is 1.5 and the total is 10.0. Model projects 10.7 total runs.

OAK
4.9
Projected Score
VS O/U 10.0
WSH
5.7
Projected Score
Win Probability
46.6%
53.4%
OAKWSH
+1.5
Run Line (OAK)
10.0
Total Line
10,000
Simulations
Calibrated accuracy at this confidence: 53.0% (2,808 games)

Projected Runs Range 10th – 90th percentile

WSH
468
OAK
357
FINALOAK 4 — WSH 23
Projected
OAK 4.9 — WSH 5.7
Actual
OAK 4 — WSH 23
SOLID 1.0u

WSH @ OAK NRFI

Edge: 4.5% | Odds: 116

WSH @ OAK NRFI targets a rare convergence of pitcher weakness and weather suppression. Zack Littell (pitcher_quality 0.565, overall_score 0.352) carries a D-grade stuff rating (0.087) and 14.8% K rate - bottom-tier arsenal for early-inning dominance. J.T. Ginn (0.947 quality, C+ grade 0.417) offers modest improvement but remains pedestrian. The real edge: Oakland's 60°F temperature and 6 mph headwind (tail_wind_flag -5.8) create the slate's coldest run-suppression environment. Park_total_mult 0.985 and park_hr_mult 0.977 further compress scoring. Model projects 4.83 home runs and 5.65 away runs on a 10.48 total - well below market's 10.5 line. NRFI at +116 odds implies 46.3% probability; model's 48.4% confidence yields 4.5% edge. Historical NRFI win rate (59.3%) supports backing weak-stuff matchups in cold weather.

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Starting Pitcher Matchup

Zack Littell R
WSH
SL29%88 mph18% whiff
FF28%92 mph13% whiff
FS19%84 mph16% whiff
J.T. Ginn R
OAK
SI35%94 mph21% whiff
CH19%88 mph30% whiff
FC18%90 mph20% whiff

Weather Impact

Oakland Coliseum
64°F8 mph wind
HR: 0.974 Total: 0.983
7mph in

Bullpen Comparison

WSH
4.62ERA
4.93FIP
7.77K/9
4.06BB/9
1.38WHIP
OAK
4.87ERA
3.91FIP
9.81K/9
4.20BB/9
1.44WHIP

Betting Edges

RUN_LINE HOME +1.5
-35.2% EV
-141
F5_ML AWAY
-9.0% EV
-128
ML AWAY
-5.6% EV
-135
TOTAL OVER 10.0
-5.3% EV
-115
TOTAL UNDER 10.0
-3.8% EV
-105
F5_ML HOME
-1.3% EV
+102

First 5 Innings & NRFI

WSH F5
3.0 runs
43.8% win
OAK F5
2.9 runs
43.1% win
F5 Total
5.8
NRFI
51.1%
YRFI
48.9%
Avg 1st Inn Runs
1.11

HR Spotlight

Avg HRs
2.7
Over 0.5 HR
92%
Over 1.5 HR
74%
No HR
8%

Pitcher Strikeout Projections

Zack Littell
0.0 K projected
WSH | K/9: 0.0
J.T. Ginn
0.0 K projected
OAK | K/9: 0.0

Injury Report

WSH8 injured
Jake Irvin SP60-DAY-IL
Drew Millas C10-DAY-IL
Trevor Williams SP60-DAY-IL
Richard Lovelady RP15-DAY-IL
Miles Mikolas SPSUSPENSION
Brad Lord RP15-DAY-IL
+2 more
OAK7 injured
Brent Rooker DH60-DAY-IL
Nick Kurtz 1B10-DAY-IL
Zack Gelof 3B10-DAY-IL
Denzel Clarke CF60-DAY-IL
Luis Severino SP60-DAY-IL
Brooks Kriske RP60-DAY-IL
+1 more

AI Intelligence Analysis

LEANYELLOW ZONE43.7% WR (n=21)
Model projects 54.6% WIN PROB for WSH away team (7.0% ML edge) vs market-implied 51.0%. Away team typically undervalued in ML markets, creating away underdog value. WSH pitcher Cade Cavalli (B 0.551, 24.6% K%, 9.8 K/9 excellent) dominates OAK Gage Jump (B- 0.534, 23.3% K%, 7.4 K/9). Edge is pitcher-driven and away underdog niche. Yet away ML is RED zone (46.0% WR) — model may be fighting historical weakness. LEAN at 0.5.

Key Factors

  • PITCHER ADVANTAGE WSH: Cade Cavalli (B 0.551, 24.6% K%, 9.8 K/9 elite) vs Gage Jump (B- 0.534, 23.3% K%, 7.4 K/9 solid). Cavalli's 9.8 K/9 is elite strikeout rate. Cavalli grade B > Jump grade B-. Clear WSH SP advantage.
  • Away Team ML: Model gives WSH 54.6% (7.0% edge) vs market 51.0%. This is away team value. However, away ML is historically RED zone (46.0% WR, -13.17 units, n=180).
  • Cold Weather: 64.2°F is COLDEST day on slate. Wind 8.5 mph blowing in (-7.4 mph tail). Both suppress fly balls and reduce runs. Weather multiplier 0.983.
  • Park: Oakland Coliseum 1.0 (neutral). No park advantage.
  • Injuries: OAK has Brent Rooker (DH) on 60-day IL. Lineup depth reduced slightly.

Risk Factors

  • RED ZONE AWAY ML: 46.0% historical WR on away ML bets. This is money pit. Model's 7.0% edge may be fighting zone profitability.
  • Cold Weather: 64.2°F is COLD. Reduces ball carry and fly balls. Neither pitcher dominates, so weather matters. If weather is random factor, model edge disappears.
  • Oakland Callup Risk: Recent form of OAK lineup unknown. Jump could be sharper than recent record suggests.
RED ZONEPITCHER MISMATCHWEATHER IMPACT

Edge Analysis

Moneyline
WSH 53.4%
-35.2 pts
Run Line
+1.5
-35.2 pts
Total
10.0
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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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