MLB Predictions: Actual Data vs Predicted Data

April 11, 2026 — Player-by-Player Deep Comparison (1 games)
Actual stats = real season stats prior to game date  |  Simulated = predicted game stats  |  Model = pre-game model predictions

All Games Overview

MatchupTarget ScoreSim ScoreWinnerConfidenceMethod
HOU @ SEA4 - 54 - 8SEA wins 8-465%enhanced_ml
Actual Season Stats (green)
Simulated Game Stats (blue)
Model Predictions (purple)
LARGE deviation (>40%)
MODERATE deviation (20-40%)
OK deviation (<20%)

Houston Astros @ Seattle Mariners

HOU 6-8 (6.07 RPG / 6.21 RA)
4 - 8
SEA 5-9 (3.5 RPG / 3.43 RA)
SEA WINS Target: HOU 4 - 5 SEA Confidence: 64.9% enhanced_ml
123456789RH
HOU30000000147
SEA10020032x88

HOU Recent Form

Win%0.400
Avg Runs6.3
Avg Allowed6.2
Run Diff1
Off Trendhot
Def Trendweak
Streak1L

SEA Recent Form

Win%0.300
Avg Runs2.7
Avg Allowed3.5
Run Diff-8
Off Trendcold
Def Trendaverage
Streak1W

HOU Batting — Actual Season Stats vs Simulation

PlayerPos Actual 2026 Season Simulated Game Model Prediction Deviation
GABHAVGHRRBIOBP ABHRRBIBBSOAVG AVGOBPSLG
Jeremy PeñaSS 94010 0.250 000.302 3210 00 0.667 0.300 0.359 0.467 OK
Yordan AlvarezDH 144415 0.341 5130.516 4110 00 0.250 0.287 0.402 0.498 OK
Isaac Paredes1B 9317 0.226 050.368 3010 11 0.000 0.255 0.352 0.432 OK
Jose Altuve2B 144915 0.306 260.443 4102 00 0.250 0.236 0.300 0.404 MODERATE
Carlos Correa3B 124612 0.261 190.346 3001 02 0.000 0.294 0.356 0.432 OK
Joey LoperfidoLF 123610 0.278 050.341 4210 01 0.500 0.299 0.364 0.415 OK
Cam SmithRF 144812 0.250 360.357 4100 00 0.250 0.237 0.317 0.370 OK
Yainer DiazC 10409 0.225 070.273 3001 01 0.000 0.264 0.288 0.423 OK
Taylor TrammellCF 000 0.000 000.000 4000 02 0.000 0.197 0.301 0.333
TEAM TOTALS 327 44 17 0.219

SEA Batting — Actual Season Stats vs Simulation

PlayerPos Actual 2026 Season Simulated Game Model Prediction Deviation
GABHAVGHRRBIOBP ABHRRBIBBSOAVG AVGOBPSLG
J.P. CrawfordSS 7203 0.150 010.346 4010 11 0.000 0.233 0.300 0.348 LARGE
Cal RaleighC 14527 0.135 170.250 5102 01 0.200 0.255 0.365 0.607 LARGE
Julio RodríguezCF 14548 0.148 020.246 3210 20 0.667 0.264 0.319 0.471 LARGE
Josh Naylor1B 13526 0.115 020.193 5214 01 0.400 0.293 0.350 0.462 LARGE
Randy ArozarenaLF 144813 0.271 160.407 4000 01 0.000 0.240 0.335 0.417 OK
Luke RaleyRF 12389 0.237 370.310 4000 00 0.000 0.189 0.298 0.287 MODERATE
Cole Young2B 144913 0.265 280.333 2120 20 0.500 0.212 0.304 0.301 MODERATE
Dominic CanzoneDH 11296 0.207 240.281 3010 10 0.000 0.288 0.342 0.450 MODERATE
Leo Rivas3B 12366 0.167 030.302 2222 20 1.000 0.235 0.386 0.314 LARGE
TEAM TOTALS 328 88 84 0.250

HOU Pitching — Actual Season Stats vs Simulation

PitcherRole Actual 2026 Season Simulated Game Model Prediction
GIPERAWHIPK/9SO IPHRERBBSOP IPSOER
Lance McCullers Jr.Starter 211.03.27 1.18210.613 5.04333189 4.0 3 2
Bryan AbreuMiddle Reliever 53.222.50 3.75022.58 2.02332246 0.5 1 0
Bryan KingMiddle Reliever 54.42.05 1.36416.48 1.02223140 1.0 0 1

SEA Pitching — Actual Season Stats vs Simulation

PitcherRole Actual 2026 Season Simulated Game Model Prediction
GIPERAWHIPK/9SO IPHRERBBSOP IPSOER
Luis CastilloStarter 29.22.93 1.30410.811 6.05331598 4.0 4 2
Andrés MuñozMiddle Reliever 55.03.60 1.00014.48 1.00000212 1.2 2 0
Matt BrashMiddle Reliever 54.20.00 0.4768.64 1.0000009 1.1 2 0
Gabe SpeierMiddle Reliever 75.33.40 1.13210.26 1.02110022 1.0 3 0

Game Summary

SEA wins 8-4