| Matchup | Target Score | Sim Score | Target Winner | Sim Winner | Winner | Confidence | Method |
|---|---|---|---|---|---|---|---|
| LAD @ ATL | 4 - 3 | 4 - 3 | LAD | LAD | LAD wins 4-3 | 51% | enhanced_ml_savant_pitcher_quality_pitcher_opponent_strength |
| MIL @ SD | 4 - 5 | 4 - 5 | SD | SD | SD wins 5-4 | 57% | enhanced_ml_savant_pitcher_quality_pitcher_opponent_strength |
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | R | H | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LAD | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 4 | 9 |
| ATL | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 7 |
Quality edge: -0.6096; margin adjustment: -0.256; applied: True
Base historical_ml 3.80743 - 4.63436 → published capped_target 4 - 3. Net change: LAD +0.19 runs, ATL -1.63 runs across 7 stages, 2 of which moved the target.
KPI layer: applied. Blend weights in force: away_runs 0.78, home_runs 0.44. Continuous expectation behind the integers: LAD 3.464, ATL 3.222. Candidate 20261005T125039Z_f5114dc0.
| # | Stage | LAD - ATL | Δ LAD | Δ ATL | Justification recorded by the stage |
|---|---|---|---|---|---|
| 1 | historical_ml | 3.80743 - 4.63436 | 0 | 0 | Base ML historical model prediction |
| 2 | variance_applied | 4 - 5 | +0.19 | +0.37 | Deterministic baseline target (variance factor 1.0) |
| 3 | enhanced_prediction | 4 - 3 | 0 | -2 | Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by projected_margin_is_one_run, matchup_recency_guardrail) |
| 4 | kpi_layer | 4 - 3 | 0 | 0 | all gates passed; blend published |
| 5 | embedded_savant_run_environment | 4 - 3 | 0 | 0 | Target score adjusted by temporal Savant lineup quality versus opposing starter quality |
| 6 | fundamental_edge_target_review | 4 - 3 | 0 | 0 | target direction already matched refreshed fundamentals or margin was not fragile |
| 7 | capped_target | 4 - 3 | 0 | 0 | Capped at max 12 realistic runs |
| 8 | simulation_result | 4 - 3 | 0 | 0 | Final inning-by-inning simulation result |
| Player | Pos | Actual 2026 Season | Simulated Game | Model Prediction | Deviation | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| G | AB | H | AVG | HR | RBI | OBP | PA | AB | H | R | RBI | BB | SO | AVG | AVG | OBP | SLG | |||
| Mookie Betts | SS | 123 | 480 | 124 | 0.258 | 23 | 69 | 0.326 | 5 | 5 | 1 | 1 | 1 | 0 | 1 | 0.200 | 0.212 | 0.298 | 0.394 | OK |
| Freddie Freeman | 1B | 154 | 582 | 169 | 0.290 | 17 | 69 | 0.365 | 5 | 4 | 1 | 0 | 0 | 1 | 1 | 0.250 | 0.270 | 0.334 | 0.432 | OK |
| Teoscar Hernández | LF | 125 | 446 | 119 | 0.267 | 17 | 65 | 0.332 | 5 | 5 | 1 | 0 | 1 | 0 | 2 | 0.200 | 0.243 | 0.292 | 0.437 | OK |
| Will Smith | C | 72 | 243 | 61 | 0.251 | 10 | 33 | 0.342 | 5 | 5 | 1 | 0 | 0 | 0 | 0 | 0.200 | 0.267 | 0.348 | 0.423 | OK |
| Shohei Ohtani | DH | 136 | 526 | 144 | 0.274 | 30 | 79 | 0.375 | 5 | 5 | 1 | 1 | 0 | 0 | 2 | 0.200 | 0.266 | 0.354 | 0.462 | OK |
| Miguel Rojas | 2B | 98 | 226 | 61 | 0.270 | 4 | 23 | 0.304 | 4 | 4 | 1 | 1 | 1 | 0 | 0 | 0.250 | 0.244 | 0.300 | 0.393 | OK |
| Andy Pages | CF | 134 | 514 | 139 | 0.270 | 23 | 84 | 0.340 | 4 | 3 | 1 | 0 | 1 | 1 | 1 | 0.333 | 0.221 | 0.292 | 0.422 | OK |
| Kyle Tucker | RF | 152 | 543 | 128 | 0.236 | 18 | 72 | 0.326 | 4 | 4 | 1 | 1 | 0 | 0 | 0 | 0.250 | 0.244 | 0.325 | 0.398 | OK |
| Enrique Hernández | 3B | 36 | 90 | 20 | 0.222 | 4 | 12 | 0.271 | 4 | 4 | 1 | 0 | 0 | 0 | 1 | 0.250 | 0.145 | 0.194 | 0.303 | OK |
| TEAM TOTALS | 41 | 39 | 9 | 4 | 4 | 2 | 8 | 0.231 | ||||||||||||
| Player | Pos | Actual 2026 Season | Simulated Game | Model Prediction | Deviation | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| G | AB | H | AVG | HR | RBI | OBP | PA | AB | H | R | RBI | BB | SO | AVG | AVG | OBP | SLG | |||
| Drake Baldwin | C | 142 | 560 | 157 | 0.280 | 25 | 80 | 0.356 | 5 | 5 | 2 | 1 | 0 | 0 | 0 | 0.400 | 0.231 | 0.300 | 0.359 | OK |
| Ronald Acuña Jr. | DH | 111 | 423 | 107 | 0.253 | 20 | 55 | 0.345 | 5 | 5 | 1 | 0 | 2 | 0 | 1 | 0.200 | 0.231 | 0.319 | 0.386 | OK |
| Matt Olson | 1B | 166 | 638 | 158 | 0.248 | 41 | 94 | 0.317 | 5 | 5 | 0 | 0 | 0 | 0 | 2 | 0.000 | 0.211 | 0.279 | 0.422 | OK |
| Ozzie Albies | 2B | 166 | 624 | 150 | 0.240 | 24 | 78 | 0.301 | 5 | 5 | 1 | 1 | 0 | 0 | 0 | 0.200 | 0.206 | 0.280 | 0.427 | OK |
| Michael Harris II | CF | 159 | 609 | 183 | 0.300 | 27 | 91 | 0.325 | 4 | 4 | 1 | 0 | 0 | 0 | 1 | 0.250 | 0.309 | 0.325 | 0.485 | OK |
| Mauricio Dubón | LF | 157 | 584 | 161 | 0.276 | 12 | 74 | 0.322 | 4 | 4 | 1 | 0 | 1 | 0 | 1 | 0.250 | 0.241 | 0.286 | 0.347 | OK |
| Lane Thomas | RF | 20 | 44 | 7 | 0.159 | 1 | 3 | 0.229 | 4 | 4 | 0 | 0 | 0 | 0 | 2 | 0.000 | 0.193 | 0.278 | 0.328 | OK |
| Austin Riley | 3B | 163 | 575 | 125 | 0.217 | 20 | 75 | 0.293 | 4 | 2 | 0 | 0 | 0 | 2 | 1 | 0.000 | 0.182 | 0.257 | 0.360 | OK |
| Ha-Seong Kim | SS | 48 | 133 | 15 | 0.113 | 0 | 9 | 0.224 | 4 | 3 | 1 | 1 | 0 | 1 | 0 | 0.333 | 0.081 | 0.210 | 0.136 | OK |
| TEAM TOTALS | 40 | 37 | 7 | 3 | 3 | 3 | 8 | 0.189 | ||||||||||||
| Pitcher | Role | Actual 2026 Season | Simulated Game | Model Prediction | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| G | IP | ERA | WHIP | K/9 | SO | IP | H | R | ER | BB | SO | P | IP | SO | ER | ||
| Yoshinobu Yamamoto | Starter | 28 | 182.9 | 2.56 | 0.880 | 9.0 | 182 | 6.0 | 6 | 3 | 3 | 1 | 5 | 101 | 6.0 | 5 | 3 |
| Brock Stewart | Middle Reliever | 29 | 25.2 | 2.50 | 1.032 | 9.3 | 26 | 1.0 | 1 | 0 | 0 | 1 | 0 | 15 | 1.0 | 0 | 0 |
| Evan Phillips | Middle Reliever | 33 | 22.7 | 3.96 | 1.278 | 13.1 | 33 | 0.2 | 0 | 0 | 0 | 0 | 1 | 8 | 0.2 | 1 | 0 |
| Alex Vesia | Middle Reliever (High Leverage) | 73 | 48.5 | 3.15 | 1.278 | 13.9 | 75 | 2.1 | 0 | 0 | 0 | 1 | 2 | 42 | 2.1 | 2 | 0 |
| Pitcher | Role | Actual 2026 Season | Simulated Game | Model Prediction | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| G | IP | ERA | WHIP | K/9 | SO | IP | H | R | ER | BB | SO | P | IP | SO | ER | ||
| Chris Sale | Starter | 29 | 168.0 | 2.25 | 0.988 | 11.4 | 212 | 5.2 | 5 | 2 | 2 | 1 | 4 | 93 | 5.2 | 4 | 2 |
| Dylan Dodd | Middle Reliever | 50 | 47.5 | 2.84 | 1.011 | 10.8 | 57 | 1.0 | 1 | 1 | 1 | 0 | 1 | 15 | 1.0 | 1 | 1 |
| Robert Suarez | Middle Reliever (High Leverage) | 35 | 33.8 | 1.07 | 0.917 | 7.2 | 27 | 1.0 | 2 | 0 | 0 | 0 | 1 | 25 | 1.0 | 1 | 0 |
| Dylan Lee | Middle Reliever (High Leverage) | 73 | 60.0 | 3.45 | 1.083 | 12.0 | 80 | 2.1 | 1 | 1 | 0 | 1 | 2 | 45 | 2.1 | 2 | 0 |
LAD wins 4-3
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | R | H | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| MIL | 0 | 3 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 4 | 8 |
| SD | 0 | 0 | 0 | 5 | 0 | 0 | 0 | 0 | x | 5 | 10 |
Quality edge: -0.723; margin adjustment: -0.3037; applied: True
Base historical_ml 3.53132 - 4.70019 → published capped_target 4 - 5. Net change: MIL +0.47 runs, SD +0.3 runs across 7 stages, 1 of which moved the target.
KPI layer: applied. Blend weights in force: away_runs 0.78, home_runs 0.44. Continuous expectation behind the integers: MIL 3.661, SD 4.656. Candidate 20261005T125039Z_f5114dc0.
| # | Stage | MIL - SD | Δ MIL | Δ SD | Justification recorded by the stage |
|---|---|---|---|---|---|
| 1 | historical_ml | 3.53132 - 4.70019 | 0 | 0 | Base ML historical model prediction |
| 2 | variance_applied | 4 - 5 | +0.47 | +0.3 | Deterministic baseline target (variance factor 1.0) |
| 3 | enhanced_prediction | 4 - 5 | 0 | 0 | Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by projected_margin_is_one_run) |
| 4 | kpi_layer | 4 - 5 | 0 | 0 | all gates passed; blend published |
| 5 | embedded_savant_run_environment | 4 - 5 | 0 | 0 | Target score adjusted by temporal Savant lineup quality versus opposing starter quality |
| 6 | fundamental_edge_target_review | 4 - 5 | 0 | 0 | target direction already matched refreshed fundamentals or margin was not fragile |
| 7 | capped_target | 4 - 5 | 0 | 0 | Capped at max 12 realistic runs |
| 8 | simulation_result | 4 - 5 | 0 | 0 | Final inning-by-inning simulation result |
| Player | Pos | Actual 2026 Season | Simulated Game | Model Prediction | Deviation | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| G | AB | H | AVG | HR | RBI | OBP | PA | AB | H | R | RBI | BB | SO | AVG | AVG | OBP | SLG | |||
| Jackson Chourio | LF | 127 | 524 | 154 | 0.294 | 26 | 79 | 0.354 | 5 | 5 | 0 | 0 | 0 | 0 | 2 | 0.000 | 0.310 | 0.361 | 0.492 | OK |
| Jake Bauers | 1B | 140 | 475 | 126 | 0.265 | 25 | 84 | 0.385 | 5 | 4 | 2 | 1 | 1 | 0 | 0 | 0.500 | 0.252 | 0.360 | 0.416 | OK |
| William Contreras | C | 147 | 568 | 152 | 0.268 | 19 | 94 | 0.338 | 5 | 4 | 0 | 0 | 0 | 1 | 0 | 0.000 | 0.233 | 0.304 | 0.396 | OK |
| Brice Turang | 2B | 149 | 578 | 157 | 0.272 | 21 | 101 | 0.367 | 5 | 4 | 1 | 1 | 0 | 1 | 0 | 0.250 | 0.246 | 0.332 | 0.436 | OK |
| Christian Yelich | DH | 116 | 433 | 100 | 0.231 | 12 | 57 | 0.314 | 4 | 4 | 2 | 1 | 0 | 0 | 0 | 0.500 | 0.236 | 0.318 | 0.368 | OK |
| Garrett Mitchell | CF | 139 | 457 | 118 | 0.258 | 10 | 58 | 0.346 | 4 | 3 | 1 | 1 | 2 | 1 | 0 | 0.333 | 0.248 | 0.326 | 0.360 | OK |
| Cooper Pratt | SS | 72 | 229 | 63 | 0.275 | 3 | 33 | 0.340 | 4 | 4 | 0 | 0 | 0 | 0 | 3 | 0.000 | 0.258 | 0.327 | 0.333 | OK |
| Sal Frelick | RF | 107 | 334 | 78 | 0.234 | 4 | 39 | 0.299 | 4 | 4 | 1 | 0 | 1 | 0 | 0 | 0.250 | 0.202 | 0.287 | 0.280 | OK |
| Joey Ortiz | 3B | 117 | 367 | 97 | 0.264 | 9 | 46 | 0.323 | 4 | 4 | 1 | 0 | 0 | 0 | 0 | 0.250 | 0.266 | 0.325 | 0.383 | OK |
| TEAM TOTALS | 40 | 36 | 8 | 4 | 4 | 3 | 5 | 0.222 | ||||||||||||
| Player | Pos | Actual 2026 Season | Simulated Game | Model Prediction | Deviation | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| G | AB | H | AVG | HR | RBI | OBP | PA | AB | H | R | RBI | BB | SO | AVG | AVG | OBP | SLG | |||
| Fernando Tatis Jr. | RF | 161 | 643 | 184 | 0.286 | 26 | 83 | 0.354 | 5 | 5 | 1 | 1 | 1 | 0 | 1 | 0.200 | 0.248 | 0.304 | 0.424 | OK |
| Jackson Merrill | CF | 161 | 629 | 161 | 0.256 | 26 | 89 | 0.304 | 4 | 4 | 1 | 0 | 1 | 0 | 2 | 0.250 | 0.260 | 0.299 | 0.372 | OK |
| Manny Machado | 3B | 162 | 602 | 133 | 0.221 | 31 | 93 | 0.309 | 4 | 2 | 0 | 0 | 1 | 1 | 0 | 0.000 | 0.240 | 0.334 | 0.457 | OK |
| Ty France | 1B | 131 | 455 | 137 | 0.301 | 21 | 74 | 0.367 | 4 | 4 | 0 | 0 | 0 | 0 | 2 | 0.000 | 0.317 | 0.365 | 0.464 | OK |
| Ethan Salas | C | 18 | 43 | 11 | 0.256 | 2 | 6 | 0.267 | 4 | 4 | 2 | 1 | 0 | 0 | 1 | 0.500 | 0.300 | 0.320 | 0.446 | OK |
| Xander Bogaerts | SS | 157 | 534 | 125 | 0.234 | 14 | 59 | 0.334 | 4 | 4 | 1 | 1 | 0 | 0 | 0 | 0.250 | 0.242 | 0.347 | 0.418 | OK |
| Dustin Harris | LF | 29 | 105 | 32 | 0.305 | 0 | 15 | 0.342 | 4 | 4 | 2 | 1 | 2 | 0 | 1 | 0.500 | 0.246 | 0.292 | 0.334 | OK |
| Samad Taylor | DH | 50 | 156 | 49 | 0.314 | 2 | 18 | 0.386 | 4 | 4 | 2 | 0 | 0 | 0 | 0 | 0.500 | 0.290 | 0.356 | 0.382 | OK |
| Jake Cronenworth | 2B | 112 | 390 | 86 | 0.221 | 7 | 42 | 0.303 | 4 | 3 | 1 | 1 | 0 | 1 | 0 | 0.333 | 0.173 | 0.243 | 0.259 | OK |
| TEAM TOTALS | 37 | 34 | 10 | 5 | 5 | 2 | 7 | 0.294 | ||||||||||||
| Pitcher | Role | Actual 2026 Season | Simulated Game | Model Prediction | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| G | IP | ERA | WHIP | K/9 | SO | IP | H | R | ER | BB | SO | P | IP | SO | ER | ||
| Dustin May | Starter | 10 | 35.5 | 5.83 | 1.465 | 9.6 | 38 | 4.0 | 8 | 5 | 5 | 2 | 4 | 89 | 4.0 | 4 | 5 |
| JoJo Romero | Long Reliever | 12 | 10.5 | 4.29 | 1.333 | 11.1 | 13 | 1.0 | 1 | 0 | 0 | 0 | 1 | 14 | 1.0 | 1 | 0 |
| Antonio Senzatela | Middle Reliever (High Leverage) | 24 | 17.0 | 6.35 | 2.000 | 7.4 | 14 | 3.0 | 1 | 0 | 0 | 0 | 2 | 37 | 3.0 | 2 | 0 |
| Pitcher | Role | Actual 2026 Season | Simulated Game | Model Prediction | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| G | IP | ERA | WHIP | K/9 | SO | IP | H | R | ER | BB | SO | P | IP | SO | ER | ||
| Nick Pivetta | Starter | 9 | 37.3 | 2.90 | 1.072 | 11.1 | 46 | 4.0 | 4 | 3 | 3 | 1 | 2 | 69 | 4.0 | 2 | 3 |
| Bradgley Rodriguez | Middle Reliever (High Leverage) | 69 | 67.4 | 1.87 | 1.098 | 11.4 | 85 | 1.1 | 2 | 0 | 0 | 1 | 1 | 29 | 1.1 | 1 | 0 |
| Adrian Morejon | Middle Reliever (High Leverage) | 78 | 80.2 | 3.14 | 1.209 | 12.2 | 109 | 1.1 | 1 | 1 | 1 | 0 | 1 | 19 | 1.1 | 1 | 1 |
| Jason Adam | Setup Man | 40 | 34.0 | 2.65 | 1.206 | 5.8 | 22 | 1.0 | 0 | 0 | 0 | 1 | 1 | 18 | 1.0 | 1 | 0 |
| Mason Miller | Closer | 68 | 68.7 | 1.97 | 0.990 | 17.4 | 133 | 1.1 | 1 | 0 | 0 | 0 | 0 | 28 | 1.1 | 0 | 0 |
SD wins 5-4