Ramón Urías

3B St. Louis Cardinals
Age 33 R/R 5'9" / 185 lbs MLB HR -14%BB -5% Svc 6.145 · Ctrl thru 2027
Overview
MLBExt / FA-dealFA 2028
YearAgeLvl / TeamPAAVG/OBP/SLGHRSBwRC+WARMLE AVG/OBP/SLG
202430MLBBAL301.254/.323/.4231111090.5
202531MLBHOU391.241/.299/.384113870.9
202632AAASTL52.184/.231/.327216—.140/.173/.220
202632MLBSTL100.151/.263/.3264072-0.1
2027PROJ33MLBSTL167.246/.313/.405521040.5
2028PROJ34MLBSTL140.236/.301/.3834094-0.3
Last 3 seasons WAR 1.2  ·  Next 2 projected WAR 0.2Projected rows: MLB playing time only, park and league context applied.
ContractESTIMATED
Control thru2027Service6.145First FA2028Options2
2027Ext / FA-deal$3M
Skills · percentileStatcast 2024-2026
Barrel%52
xwOBA48
Avg EV45
Bat Spd40
Speed36
CompsWelington Castillo (age 32) · Kevan Smith (age 33) · Fernando Tatis (age 34)
2027 FULL-SEASON PROJECTIONstats below = full-season projection
showingPROJ
wRC+†vL 108104vR 92
AVG/OBP/SLG.246 / .313 / .405
PA167
HR5
K%22
BB%7
BABIP291
ISO146
MLB%100%
Value2027 · WAR
BAT: +0.7 runs (wOBA-derived runs vs avg)+1BATRUN: +0.4 runs (SB/CS + UBR baserunning)+0RUNFLD: -0.5 runs (Defensive runs vs avg)-1FLDPOS: +0.6 runs (Positional adjustment)+1POSREP: +3.6 runs (Replacement-level credit)+4REPTotal WAR: +0.40+0.4WAR
trajectory · projected WAR by year
0.4-0.32728
Tools · Splits · Contract
ToolsStatcast %ile · 2024-2026
CONTACT
xAVG
230.229
POWER
Barrel%
528.5
Avg EV
4588.8
Bat Spd
4070.3
SPEED
Sprint
3626.8
Platoon Splits2024-2026 · 730 PA
vs LHP
vs RHP
Edge
PA
201
529
—
wRC+
118
80
◀◀L
wOBA
343
286
◀◀L
ISO
178
137
◀◀L
BABIP
326
254
◀◀L
K%
22.9%
19.7%
▶R
BB%
6.5%
7.4%
▶R
Contract ESTIMATED · service-time + WAR-based estimator (needs verification)
Status   FA
MLB Debut   2020
Service   6.145 yrs.days
Team Control Through   2027
First FA Year   2028
OPT
YearStatusSalary Proj WAR Value Surplus
2027Ext / FA-deal$3M+0.4$2M-$2M
Totals $3M $2M -$2M
Options · projected decision
2027MUTUAL OPT$3.2M / $0.0M buyoutDECLINE
2028MUTUAL OPT$4.0M / $0.0M buyoutDECLINE

Career Stats + Projections

Real MLB stats plus park-adjusted projections — this season (so far / rest / full), then future seasons and career totals.
basis chips: RAW = as recorded · CTX = with park/league context · A+C = actual + context combined · MLE = level/park-neutral
Methodology▸ how these numbers are built

All seasons translated to park-neutral MLB-equivalent (MLE) and combined per year. 2027 = full-season projection (no games played yet). 2028+ via Advanced Marcel + aging curve.

YearAge LvlTeam MLB% PAAB H2B3BHR BBSOHBP SBCS AVGOBPSLGOPS ISOBABIP K%BB% wOBAwRC+ BATRUNFLDPOSREP WAR
▸ Career — actual stats, one row per stint (as recorded, no adjustments)
201117 ROKDSL Rangers — 152122 26501 15209 21 213342279621 66243 1310 287 28 — — — — — —
201218 ROKDSL Rangers — 223190 511101 141610 33 268350342693 74284 76 308 36 — — — — — —
201420 AAADiablos Rojos del Mexico — 264233 611236 174611 46 262341416757 155304 176 337 72 — — — — — —
201420 INTLAguilas de Mexicali — 3128 6001 081 01 214241321563 107263 260 237 46 — — — — — —
201521 AAADiablos Rojos del Mexico — 459399 14020410 325211 128 351413496909 145381 117 391 115 — — — — — —
201521 INTLMexico — 201172 561120 22412 67 326408413821 87427 2011 364 132 — — — — — —
201622 AAADiablos Rojos del Mexico — 165136 41910 142614 62 301421382803 81369 168 371 105 — — — — — —
201622 INTLCaneros de los Mochis — 145127 36713 12193 01 283359425784 142311 138 345 120 — — — — — —
201723 AAADiablos Rojos del Mexico — 461388 13229319 417525 1210 3404365771.013 237380 169 438 127 — — — — — —
201723 INTLCaneros de los Mochis — 259212 681321 273214 69 321431415846 94374 1210 379 143 — — — — — —
201824 AAAMemphis Redbirds — 149142 37905 6290 00 261291430720 169296 194 315 64 — — — — — —
201824 AASpringfield Cardinals — 194168 561908 18294 12 3334115891.000 256361 159 427 124 — — — — — —
201824 INTLCaneros de los Mochis — 217173 557010 34353 52 318438532970 214344 1616 415 167 — — — — — —
201925 AAAMemphis Redbirds — 375316 832409 447111 41 263372424796 161310 1912 356 80 — — — — — —
201925 A+Palm Beach Cardinals — 2120 4001 180 00 200238350588 150273 385 262 4 — — — — — —
201925 INTLCaneros de los Mochis — 123108 22204 7233 00 204271333605 130214 196 264 65 — — — — — —
202026 MLBBaltimore Orioles — 2725 9201 260 00 360407560967 200444 227 425 168 +2 +0 -3 +0 +1 0.0
202127 MLBBaltimore Orioles — 296262 731407 28766 12 279361412774 134369 269 350 119 +7 -1 -5 +4 +6 1.2
202127 AAANorfolk Tides — 10189 23614 9252 11 258340483823 225317 259 359 81 — — — — — —
202228 MLBBaltimore Orioles — 445403 10017116 30985 10 248308414723 166287 227 317 97 -2 +0 +6 +2 +10 1.7
202329 MLBBaltimore Orioles — 396360 952234 271018 31 264329375704 111355 267 318 97 -1 +0 -6 +1 +9 0.3
202430 MLBBaltimore Orioles — 301272 699211 23555 11 254323423746 169280 188 332 109 +3 -0 -6 +1 +7 0.5
202531 MLBHouston Astros — 391352 8517011 27882 30 241299384683 142281 237 298 87 -6 +1 +5 +1 +8 0.9
202632 MLBSt. Louis Cardinals — 10086 13304 9184 01 151263326588 174138 189 268 72 -3 -0 -0 +1 +2 -0.1
202632 AAAMemphis Redbirds — 5249 9102 2171 10 184231327557 143233 334 250 6 — — — — — —
▸ Career Totals (raw MLB only — historical actual)
MLB Career— — 19561760 44484654 14644230 95 252320399719 147304 237 320 102 +6 -0 -9 +11 +42 5.1
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
201117 ROK MLEDSL Rangers — 152126 20301 11249 21 159274206480 48172 167 209 28 — — — — — —
201218 ROK MLEDSL Rangers — 223194 38701 102010 33 196271247518 52199 94 221 36 — — — — — —
201420 AAA MLEDiablos Rojos del Mexico — 264238 54934 125911 46 227295340635 113280 225 275 72 — — — — — —
201521 AAA MLEDiablos Rojos del Mexico — 459413 1321647 196911 128 320366429794 109349 154 338 115 — — — — — —
201622 AAA MLEDiablos Rojos del Mexico — 165140 38710 103514 62 271378336714 64349 216 323 105 — — — — — —
201723 AAA MLEDiablos Rojos del Mexico — 461400 11422313 299325 1210 285370453823 168332 206 356 127 — — — — — —
201824 AAA MLEMemphis Redbirds — 149143 33804 5380 00 231257371627 140277 263 263 64 — — — — — —
201824 AA MLESpringfield Cardinals — 194174 491705 12354 12 282342466808 184318 186 351 124 — — — — — —
201925 AAA MLEMemphis Redbirds — 375330 702007 309311 41 212299336636 124267 258 287 80 — — — — — —
201925 A+ MLEPalm Beach Cardinals — 2120 3001 1110 00 150190300490 150233 525 174 4 — — — — — —
202026 MLB MLEBaltimore Orioles — 2725 9201 260 00 360407560967 200444 227 417 168 +2 +0 -3 +0 +1 0.0
202127 MLB MLEBaltimore Orioles — 296262 711406 28766 12 271355393748 122369 269 345 119 +7 -1 -5 +4 +6 1.2
202127 AAA MLENorfolk Tides — 10192 21513 6312 11 228290402692 174297 316 288 81 — — — — — —
202228 MLB MLEBaltimore Orioles — 445404 9816116 29985 10 243301406707 163287 227 312 97 -2 +0 +6 +2 +10 1.7
202329 MLB MLEBaltimore Orioles — 396360 932134 271018 31 258324367691 108355 267 312 97 -1 +0 -6 +1 +9 0.3
202430 MLB MLEBaltimore Orioles — 301272 688211 23555 11 250320415735 165280 188 329 109 +3 -0 -6 +1 +7 0.5
202531 MLB MLEHouston Astros — 391352 8416011 27882 30 239297378674 139281 237 296 87 -6 +1 +5 +1 +8 0.9
202632 MLB MLESt. Louis Cardinals — 10086 13304 9184 01 151263326588 174138 189 274 72 -3 -0 -0 +1 +2 -0.1
202632 AAA MLEMemphis Redbirds — 5250 7101 1201 10 140173220393 80199 382 177 6 — — — — — —
201117 ROK MLEDSL Rangers — 152126 20301 11249 21 159274206480 48184 167 209 28 — — — — — —
201117 ROK RAWDSL Rangers — 152122 26501 15209 21 213342279621 66243 1310 287 28 — — — — — —
201218 ROK MLEDSL Rangers — 223194 38701 102010 33 196271247518 52210 94 221 36 — — — — — —
201218 ROK RAWDSL Rangers — 223190 511101 141610 33 268350342693 74284 76 308 36 — — — — — —
201420 AAA MLE2 teams — 295264 601034 146612 47 227297333630 106289 225 275 72 — — — — — —
201420 AAA RAW2 teams — 295261 671237 175412 47 257331406737 149300 186 326 72 — — — — — —
201521 AAA MLE2 teams — 660599 19024511 2710013 1815 317360429789 112364 154 338 115 — — — — — —
201521 AAA RAW2 teams — 660571 19631610 549313 1815 343412471883 128394 148 382 115 — — — — — —
201622 AAA MLE2 teams — 310270 711320 196517 63 263350326676 63343 216 323 105 — — — — — —
201622 AAA RAW2 teams — 310263 771623 264517 63 293392403795 110341 158 359 105 — — — — — —
201723 AAA MLE2 teams — 720623 17734420 4514539 1819 284369448817 164341 206 356 127 — — — — — —
201723 AAA RAW2 teams — 720600 20042520 6810739 1819 333434520954 187378 159 417 127 — — — — — —
201824 INTL MLE3 teams — 560513 13440016 281207 64 261308433741 172309 215 313 98 — — — — — —
201824 INTL RAW3 teams — 560483 14835023 58937 64 306389522910 215336 1710 393 98 — — — — — —
201925 AAA MLE3 teams — 519455 9627010 4113714 41 211296336632 125274 268 281 76 — — — — — —
201925 AAA RAW3 teams — 519444 10926014 5210214 41 245343399742 153284 2010 331 76 — — — — — —
202026 MLB MLEBaltimore Orioles — 2725 9201 260 00 360407560967 200444 227 417 168 +2 +0 -3 +0 +1 0.0
202026 MLB RAWBaltimore Orioles — 2725 9201 260 00 360407560967 200444 227 425 168 +2 +0 -3 +0 +1 0.0
202127 MLB MLE2 teams — 397354 932019 341078 23 263341401742 138353 279 330 110 +5 -1 -5 +4 +9 1.2
202127 MLB RAW2 teams — 397351 9620111 371018 23 274356430786 157356 259 352 110 +5 -1 -5 +4 +9 1.2
202228 MLB MLEBaltimore Orioles — 445404 9816116 29985 10 243301406707 163279 227 312 97 -2 +0 +6 +2 +10 1.7
202228 MLB RAWBaltimore Orioles — 445403 10017116 30985 10 248308414723 166287 227 317 97 -2 +0 +6 +2 +10 1.7
202329 MLB MLEBaltimore Orioles — 396360 932134 271018 31 258324367691 108348 267 312 97 -1 +0 -6 +1 +9 0.3
202329 MLB RAWBaltimore Orioles — 396360 952234 271018 31 264329375704 111355 267 318 97 -1 +0 -6 +1 +9 0.3
202430 MLB MLEBaltimore Orioles — 301272 688211 23555 11 250320415735 165275 188 329 109 +3 -0 -6 +1 +7 0.5
202430 MLB RAWBaltimore Orioles — 301272 699211 23555 11 254323423746 169280 188 332 109 +3 -0 -6 +1 +7 0.5
202531 MLB MLEHouston Astros — 391352 8416011 27882 30 239297378674 139278 237 296 87 -6 +1 +5 +1 +8 0.9
202531 MLB RAWHouston Astros — 391352 8517011 27882 30 241299384683 142281 237 298 87 -6 +1 +5 +1 +8 0.9
202632 MLB MLE2 teams — 152136 21406 10385 11 154238316555 162161 257 241 49 -9 -0 -0 +1 +3 -0.6
202632 MLB RAW2 teams — 152135 22406 11355 11 163252326578 163168 237 262 49 -9 -0 -0 +1 +3 -0.6
201117 ROK MLEDSL Rangers — 152131 20301 11249 21 153274198472 46172 167 209 28 — — — — — —
201218 ROK MLEDSL Rangers — 223201 38701 102010 33 189271239510 50199 94 221 36 — — — — — —
201420 AAA MLE2 teams — 295267 601034 146612 47 225297330626 105280 225 275 72 — — — — — —
201521 AAA MLE2 teams — 660615 19024511 2710013 1815 309360418778 109349 154 338 115 — — — — — —
201622 AAA MLE2 teams — 310271 711320 196517 63 262350325674 63349 216 323 105 — — — — — —
201723 AAA MLE2 teams — 720630 17734420 4514539 1819 281369443812 162332 206 356 127 — — — — — —
201824 INTL MLE3 teams — 560520 13440016 281207 64 258308427735 169300 215 313 98 — — — — — —
201925 AAA MLE3 teams — 519459 9627010 4113714 41 209296333629 124265 268 281 76 — — — — — —
202026 MLB MLEBaltimore Orioles — 2725 9201 260 00 360407560967 200444 227 417 168 — — — — — —
202127 MLB MLE2 teams — 397352 932019 341078 23 264341403744 139350 279 330 110 — — — — — —
202228 MLB MLEBaltimore Orioles — 445408 9816116 29985 10 240301402703 162287 227 312 97 — — — — — —
202329 MLB MLEBaltimore Orioles — 396358 932134 271018 31 260324369693 109355 267 312 97 — — — — — —
202430 MLB MLEBaltimore Orioles — 301270 688211 23555 11 252320419739 167280 188 329 109 — — — — — —
202531 MLB MLEHouston Astros — 391359 8416011 27882 30 234297370667 136281 237 296 87 — — — — — —
202632 MLB MLE2 teams — 152136 21406 10385 11 154238316555 162159 257 241 49 — — — — — —
▸ Model inputs — neutral MLE (past 3 seasons)
202430 MLB MLEBaltimore Orioles — 301270 688211 23555 11 252320419739 167280 188 329 109 — — — — — —
202531 MLB MLEHouston Astros — 391359 8416011 27882 30 234297370667 136281 237 296 87 — — — — — —
202632 MLB MLE2 teams — 152136 21406 10385 11 154238316555 162159 257 241 49 — — — — — —
▸ 2027 season
▸ 2027 — full MLE projection (neutral park, full availability)
202733 MLB MLESTL 100% 269243 601119 20604 31 247313412725 165289 227 321 104 +1 +0 -1 +1 +6 0.4
▸ 2027 — real world (MLB)
202733 MLB CTXSTL 100% 167151 36705 12372 20 246313405718 159291 227 319 104 +1 +0 -1 +1 +4 0.5
▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%)
202834 MLB MLESTL 100% 140127 30505 10322 00 236302390691 153280 237 308 94 -1 +0 -5 +0 +3 -0.3
202834 MLB CTXSTL 100% 140127 29504 10322 00 236301383684 148281 237 305 94 -1 +0 -5 +0 +3 -0.3
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career— A+C — 20961887 47389658 15647432 95 251319396715 146302 237 319 96 +5 -0 -14 +11 +45 4.8
/ 162G— A+C — 650585 14728218 4814710 32 251319398717 147303 237 319 96 +2 -0 -4 +3 +14 1.5
Career— MLE — 58555225 131925721132 3691239158 7459 252321385706 133305 216 310 96 +6 +0 -15 +12 +49 5.3
/ 162G— MLE — 650580 14729215 4113818 87 253323388711 134306 216 310 96 +2 +0 -4 +3 +14 1.5

How the minor-league lines were translated

One row per minor-league stint. Open a row to see each step: the raw rate, the park adjustment, the league/level factor, the age adjustment (hitters) and the resulting MLE rate. Factors are the same ones listed on the MLE Factors page.

2026 AAAMemphis Redbirds · 52 PAwOBA .243 → .177 (−66)K% 32.7% → 39.2%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA32.69%÷1.000×1.200——39.23%
BB% (unintentional) /PA3.85%÷1.000×0.690—×0.9522.53%
HBP% /PA1.92%—×0.940—×0.9521.72%
Singles /BIP18.75%÷1.000×0.930—×0.95216.60%
Doubles /BIP3.12%÷1.000×0.830—×0.9522.47%
Triples /BIP0.00%÷1.000×0.970—×0.9520.00%
Home runs /BIP6.25%÷1.000×0.700—×0.9524.16%

Factors used: league row International League. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 32 vs a level average of 27.2 → −4.8% on BB/HBP/hit rates (4.8 yr older than average).

Result: wOBA .243 → .177; ISO .143 → .090; BABIP .233 → .199. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).

2021 AAANorfolk Tides · 101 PAwOBA .349 → .288 (−61)K% 24.8% → 30.3%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA24.75%÷0.982×1.200——30.25%
BB% (unintentional) /PA8.91%÷1.030×0.690—×1.0035.98%
HBP% /PA1.98%—×0.940—×1.0031.87%
Singles /BIP18.75%÷0.981×0.930×1.050×1.00318.73%
Doubles /BIP9.38%÷0.977×0.830×1.050×1.0038.39%
Triples /BIP1.56%÷1.150×0.920×1.050×1.0031.32%
Home runs /BIP6.25%÷1.009×0.700—×1.0034.35%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 102, 1B 96, 2B 95, 3B 130, K 96, BB 106 — applied at half strength. Age: age 27 vs a level average of 27.2 → +0.3% on BB/HBP/hit rates (0.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.

Result: wOBA .349 → .288; ISO .225 → .169; BABIP .317 → .297. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).

2019 AAAMemphis Redbirds · 375 PAwOBA .349 → .287 (−62)K% 18.9% → 24.8%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA18.93%÷0.986×1.290——24.78%
BB% (unintentional) /PA11.47%÷1.035×0.710—×1.0338.13%
HBP% /PA2.93%—×0.980—×1.0332.97%
Singles /BIP20.41%÷1.014×0.900×0.950×1.03317.78%
Doubles /BIP9.80%÷0.917×0.810×0.950×1.0338.49%
Triples /BIP0.00%÷0.900×0.810×0.950×1.0330.00%
Home runs /BIP3.67%÷0.982×0.780—×1.0333.01%

Factors used: league row PCL. Park (home-season share, regressed): HR 96, 1B 103, 2B 83, 3B 80, K 97, BB 107 — applied at half strength. Age: age 25 vs a level average of 27.2 → +3.3% on BB/HBP/hit rates (2.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.

Result: wOBA .349 → .287; ISO .161 → .133; BABIP .310 → .267. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).

2019 A+Palm Beach Cardinals · 21 PAwOBA .254 → .174 (−80)K% 38.1% → 53.3%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA38.10%÷1.014×1.420——53.35%
BB% (unintentional) /PA4.76%÷0.991×0.750—×0.9783.53%
HBP% /PA0.00%—×0.930—×0.9780.00%
Singles /BIP25.00%÷1.048×0.920—×0.97821.46%
Doubles /BIP0.00%÷1.047×0.960—×0.9780.00%
Triples /BIP0.00%÷0.900×0.810—×0.9780.00%
Home runs /BIP8.33%÷0.912×0.880—×0.9787.86%

Factors used: league row FSL. Park (home-season share, regressed): HR 82, 1B 110, 2B 109, 3B 80, K 103, BB 98 — applied at half strength. Age: age 25 vs a level average of 22.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average).

Result: wOBA .254 → .174; ISO .150 → .107; BABIP .273 → .233. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).

2018 AASpringfield Cardinals · 194 PAwOBA .419 → .351 (−69)K% 14.9% → 18.2%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA14.95%÷1.003×1.220——18.19%
BB% (unintentional) /PA9.28%÷1.026×0.700—×1.0126.41%
HBP% /PA2.06%—×0.870—×1.0121.82%
Singles /BIP20.86%÷1.014×0.920×0.999×1.01219.14%
Doubles /BIP13.67%÷0.973×0.840×0.999×1.01211.93%
Triples /BIP0.00%÷0.900×0.940×0.999×1.0120.00%
Home runs /BIP5.76%÷1.215×0.800—×1.0123.83%

Factors used: league row TL. Park (home-season share, regressed): HR 143, 1B 103, 2B 95, 3B 80, K 101, BB 105 — applied at half strength. Age: age 24 vs a level average of 24.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.999.

Result: wOBA .419 → .351; ISO .256 → .199; BABIP .361 → .318. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).

2018 AAAMemphis Redbirds · 149 PAwOBA .306 → .263 (−43)K% 19.5% → 25.8%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA19.46%÷0.975×1.290——25.75%
BB% (unintentional) /PA4.03%÷0.960×0.710—×1.0483.12%
HBP% /PA0.00%—×0.980—×1.0480.00%
Singles /BIP20.35%÷0.984×0.900×1.002×1.04819.54%
Doubles /BIP7.96%÷0.957×0.810×1.002×1.0487.08%
Triples /BIP0.00%÷0.984×0.810×1.002×1.0480.00%
Home runs /BIP4.42%÷0.909×0.780—×1.0483.98%

Factors used: league row PCL. Park (home-season share, regressed): HR 82, 1B 97, 2B 91, 3B 97, K 95, BB 92 — applied at half strength. Age: age 24 vs a level average of 27.2 → +4.8% on BB/HBP/hit rates (3.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.002.

Result: wOBA .306 → .263; ISO .169 → .142; BABIP .296 → .277. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).

2017 AAADiablos Rojos del Mexico · 461 PAwOBA .428 → .356 (−73)K% 16.3% → 20.2%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA16.27%÷0.967×1.200——20.18%
BB% (unintentional) /PA8.68%÷1.003×0.690—×1.0506.27%
HBP% /PA5.42%—×0.940—×1.0505.35%
Singles /BIP25.88%÷1.036×0.930×0.994×1.05024.26%
Doubles /BIP9.27%÷1.143×0.830×0.994×1.0507.02%
Triples /BIP0.96%÷1.093×0.920×0.994×1.0500.84%
Home runs /BIP6.07%÷1.080×0.700—×1.0504.13%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 116, 1B 107, 2B 129, 3B 119, K 93, BB 101 — applied at half strength. Age: age 23 vs a level average of 27.2 → +5.0% on BB/HBP/hit rates (4.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.994.

Result: wOBA .428 → .356; ISO .237 → .171; BABIP .380 → .332. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).

2016 AAADiablos Rojos del Mexico · 165 PAwOBA .365 → .323 (−42)K% 15.8% → 21.1%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA15.76%÷0.894×1.200——21.15%
BB% (unintentional) /PA8.48%÷1.001×0.690—×1.0506.14%
HBP% /PA8.48%—×0.940—×1.0508.37%
Singles /BIP28.18%÷1.027×0.930×1.050×1.05028.13%
Doubles /BIP8.18%÷1.188×0.830×1.050×1.0506.30%
Triples /BIP0.91%÷1.150×0.920×1.050×1.0500.80%
Home runs /BIP0.00%÷1.183×0.700—×1.0500.00%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 137, 1B 105, 2B 138, 3B 130, K 79, BB 100 — applied at half strength. Age: age 22 vs a level average of 27.2 → +5.0% on BB/HBP/hit rates (5.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.

Result: wOBA .365 → .323; ISO .081 → .062; BABIP .369 → .349. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).

Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .