MLB Baseball

LAA vs HOU Prediction

August 21, 2026

10,000 Monte Carlo simulations

LAA vs HOU prediction for August 21, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects HOU 5.3 - LAA 3.9. HOU is favored with a 60.3% win probability. The run line is -1.5 and the total is 8.5. Model projects 9.2 total runs.

HOU
5.3
Projected Score
VS O/U 8.5
LAA
3.9
Projected Score
Win Probability
60.3%
39.7%
HOULAA
-1.5
Run Line (HOU)
8.5
Total Line
10,000
Simulations
Calibrated accuracy at this confidence: 63.6% (3,260 games)

Projected Runs Range 10th – 90th percentile

LAA
246
HOU
357

Starting Pitcher Matchup

TBD R TBD
LAA
TBD R TBD
HOU

Weather Impact

Daikin Park
93°F2 mph windRoof: retractable
HR: 1.042 Total: 1.021
thin air

Bullpen Comparison

LAA
3.88ERA
4.25FIP
9.30K/9
3.82BB/9
1.30WHIP
HOU
3.33ERA
3.97FIP
9.24K/9
3.54BB/9
1.17WHIP

Betting Edges

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Edge Analysis
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First 5 Innings & NRFI

LAA F5
2.2 runs
34.8% win
HOU F5
3.0 runs
51.0% win
F5 Total
5.2
NRFI
56.6%
YRFI
43.4%
Avg 1st Inn Runs
0.93

HR Spotlight

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Home Run Analysis
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Injury Report

LAA8 injured
Samy Natera Jr. RP15-DAY-IL
Yusei Kikuchi SP60-DAY-IL
Sebastian Rivero C60-DAY-IL
Sam Bachman RP15-DAY-IL
Shaun Anderson RP15-DAY-IL
Yoan Moncada 3B60-DAY-IL
+2 more
HOU5 injured
Jeremy Pena SSDAY-TO-DAY
Brice Matthews CF60-DAY-IL
Carlos Correa SS60-DAY-IL
Mike Burrows SP15-DAY-IL
Brandon Walter SP60-DAY-IL

AI Intelligence Analysis

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Edge Analysis

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Edge Analysis
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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 →
Permanent record: this game page is retired 90 days after the event. The full graded MLB 2026 record — every pick, win rate, units and ROI — lives on the MLB 2026 season report card.

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