Niko Goodrum

SS Syracuse Mets
Age 35 S/R 6'3" / 220 lbs AAA H -5% Svc 10.000 · Ctrl thru 2027
Overview
AAAExt / FA-dealFA 2028
YearAgeLvl / TeamPAAVG/OBP/SLGHRSBwRC+WARMLE AVG/OBP/SLG
202331AAABOS286.280/.449/.4408798—.228/.347/.336
202432AAABAL243.284/.376/.4607791—.244/.310/.376
202432MLBLAA33.103/.188/.10301-15-0.8
202533AAANYM46.229/.400/.4001273—.184/.311/.316
202634No MLB games played
2027PROJ10% MLB35MLBNYM12.237/.314/.376001000.0
2028PROJ36MLBNYM81.225/.301/.3512189-0.4
Last 3 seasons WAR -0.8  ·  Next 2 projected WAR -0.4Projected rows: MLB playing time only, park and league context applied.
ContractESTIMATED
Control thru2027Service10.000First FA2028
2027Ext / FA-deal$2M
Skills · percentileStatcast 2021-2024
Bat Spd62
Barrel%57
Speed37
xwOBA32
Avg EV25
CompsDioner Navarro (age 35) · Gary Matthews Jr. (age 35) · Erick Aybar (age 35)
2027 FULL-SEASON PROJECTIONstats below = full-season projection
showingPROJ
wRC+†100
AVG/OBP/SLG.237 / .314 / .376
PA12
HR0
K%25
BB%8
BABIP303
ISO151
MLB%10%
Value2027 · WAR
BAT: +0.0 runs (wOBA-derived runs vs avg)+0BATRUN: +0.3 runs (SB/CS + UBR baserunning)+0RUNFLD: +0.3 runs (Defensive runs vs avg)+0FLDPOS: +1.3 runs (Positional adjustment)+1POSREP: +2.6 runs (Replacement-level credit)+3REPTotal WAR: +0.30+0.3WAR
trajectory · projected WAR by year
0.3-0.42728
Tools · ContractPOW 54
Toolsscout grade · Statcast %ile · 2021-2024
CONTACT—
xAVG
100.204
POWER54
Barrel%
579.3
Avg EV
2587.2
Bat Spd
6272.6
EYE48
scouting grade only
SPEED49
Sprint
3726.9
Contract ESTIMATED · service-time + WAR-based estimator (needs verification)
Status   FA
MLB Debut   2017
Service   10.000 yrs.days
Team Control Through   2027
First FA Year   2028
YearStatusSalary Proj WAR Value Surplus
2027Ext / FA-deal$2M+0.0$0.1M-$2M
Totals $2M $0.1M -$2M

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)
201018 ROKGCL Twins — 128118 19400 9340 42 161220195415 34224 277 195 -23 — — — — — —
201119 ROKElizabethton Twins — 230204 561032 21564 81 275354382736 108367 249 333 51 — — — — — —
201220 ROKElizabethton Twins — 269227 551284 38561 63 242353419772 176300 2114 342 55 — — — — — —
201321 ACedar Rapids Kernels — 455385 1002244 601054 204 260365369734 109345 2313 332 73 — — — — — —
201422 A+Fort Myers Miracle — 504438 1091953 58992 354 249339336675 87312 2012 307 57 — — — — — —
201523 AAChattanooga Lookouts — 238209 51655 28510 184 244333392726 148299 2112 325 64 — — — — — —
201523 A+Fort Myers Miracle — 240205 451114 32592 115 220331341672 122287 2513 309 44 — — — — — —
201624 AAChattanooga Lookouts — 207182 501026 22522 82 275359451810 176352 2511 359 72 — — — — — —
201624 A+Fort Myers Miracle — 2625 7401 170 10 280308560868 280353 274 374 80 — — — — — —
201624 INTLCaribes de Anzoategui — 132116 33831 13290 62 284354431785 147368 2210 343 118 — — — — — —
201725 MLBMinnesota Twins — 1817 1000 1100 00 5911159170 143 566 89 -54 -3 +0 -0 +2 +0 -0.1
201725 AAARochester Red Wings — 499461 12225513 301192 117 265312425738 161326 246 323 68 — — — — — —
201826 MLBDetroit Tigers — 492444 10929316 421324 124 245316432749 187312 279 331 113 +8 +1 -1 +2 +11 2.1
201927 MLBDetroit Tigers — 472423 10527512 461381 123 248323421744 173338 2910 330 112 +7 +1 +9 +5 +10 3.3
202028 MLBDetroit Tigers — 179158 29715 18690 71 184267335602 152276 3910 268 71 -6 +1 +5 +2 +4 0.6
202129 MLBDetroit Tigers — 325290 621129 291074 145 214294359653 145301 339 294 88 -4 +1 +5 +4 +7 1.3
202129 AAAToledo Mud Hens — 6254 10000 7160 10 185279185464 256 2611 225 11 — — — — — —
202230 MLBHouston Astros — 4543 5200 2230 10 116156163318 47250 514 148 -16 -6 +0 +1 +0 +1 -0.4
202230 AAASugar Land Space Cowboys — 6245 14302 17140 20 3115005111.011 200414 2327 452 132 — — — — — —
202230 ROKFCL Astros Orange — 2417 4200 790 10 235458353811 118500 3829 386 38 — — — — — —
202331 AAAWorcester Red Sox — 286218 61918 66601 73 280449440889 161351 2123 404 98 — — — — — —
202432 MLBLos Angeles Angels — 3329 3000 3100 11 103188103291 158 309 146 -15 -5 -0 -5 +1 +1 -0.8
202432 AAANorfolk Tides — 243211 60847 29662 71 284376460836 175381 2712 371 91 — — — — — —
202533 AAASyracuse Mets — 4635 8301 8122 22 229400400800 171304 2617 361 73 — — — — — —
▸ Career Totals (raw MLB only — historical actual)
MLB Career— — 15641404 314761142 1414899 4714 224299383682 160308 319 304 92 -15 +4 +14 +16 +34 5.4
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
201018 ROK MLEGCL Twins — 128121 14300 6490 42 116157140298 25185 385 134 -23 — — — — — —
201119 ROK MLEElizabethton Twins — 230211 43721 14804 81 204266270537 66316 356 243 51 — — — — — —
201220 ROK MLEElizabethton Twins — 269241 44963 24801 63 183259307566 124246 309 249 55 — — — — — —
201321 A MLECedar Rapids Kernels — 455406 961943 391504 204 236310325635 89350 339 276 73 — — — — — —
201422 A+ MLEFort Myers Miracle — 504453 941743 431412 354 208279283562 75285 289 252 57 — — — — — —
201523 AA MLEChattanooga Lookouts — 238218 46643 19630 184 211274317591 106280 268 263 64 — — — — — —
201523 A+ MLEFort Myers Miracle — 240218 371013 19852 115 170243266509 96258 358 233 44 — — — — — —
201624 AA MLEChattanooga Lookouts — 207191 43824 13662 82 225282351632 126313 326 274 72 — — — — — —
201624 A+ MLEFort Myers Miracle — 2625 6301 1100 10 240269480749 240329 384 287 80 — — — — — —
201725 MLB MLEMinnesota Twins — 1817 1000 1100 00 5911159170 143 566 89 -54 -3 +0 -0 +2 +0 -0.1
201725 AAA MLERochester Red Wings — 499471 10719412 201432 117 227262361623 134292 294 268 68 — — — — — —
201826 MLB MLEDetroit Tigers — 492445 11230317 411324 124 252320447768 196312 278 336 113 +8 +1 -1 +2 +11 2.1
201927 MLB MLEDetroit Tigers — 472424 10828513 451381 123 255328436764 182338 2910 334 112 +7 +1 +9 +5 +10 3.3
202028 MLB MLEDetroit Tigers — 179158 29715 18690 71 184267335602 152276 3910 273 71 -6 +1 +5 +2 +4 0.6
202129 MLB MLEDetroit Tigers — 325290 631129 291074 145 217297362659 145301 339 299 88 -4 +1 +5 +4 +7 1.3
202129 AAA MLEToledo Mud Hens — 6256 9000 5190 10 161230161390 236 318 185 11 — — — — — —
202230 MLB MLEHouston Astros — 4543 5200 2230 10 116156163318 47250 514 145 -16 -6 +0 +1 +0 +1 -0.4
202230 AAA MLESugar Land Space Cowboys — 6250 14302 12170 20 280419460879 180367 2719 364 132 — — — — — —
202230 ROK MLEFCL Astros Orange — 2420 2100 4130 10 100250150400 50365 5417 225 38 — — — — — —
202331 AAA MLEWorcester Red Sox — 286241 55616 43701 73 228347336683 108296 2415 313 98 — — — — — —
202432 MLB MLELos Angeles Angels — 3329 3000 3100 11 103188103291 158 309 146 -15 -5 -0 -5 +1 +1 -0.8
202432 AAA MLENorfolk Tides — 243221 54645 19742 71 244310376685 131344 308 302 91 — — — — — —
202533 AAA MLESyracuse Mets — 4638 7201 5152 22 184311316627 132252 3311 276 73 — — — — — —
201018 ROK MLEGCL Twins — 128121 14300 6490 42 116157140298 25192 385 134 -23 — — — — — —
201018 ROK RAWGCL Twins — 128118 19400 9340 42 161220195415 34224 277 195 -23 — — — — — —
201119 ROK MLEElizabethton Twins — 230211 43721 14804 81 204266270537 66321 356 243 51 — — — — — —
201119 ROK RAWElizabethton Twins — 230204 561032 21564 81 275354382736 108367 249 333 51 — — — — — —
201220 ROK MLEElizabethton Twins — 269241 44963 24801 63 183259307566 124255 309 249 55 — — — — — —
201220 ROK RAWElizabethton Twins — 269227 551284 38561 63 242353419772 176300 2114 342 55 — — — — — —
201321 A MLECedar Rapids Kernels — 455406 961943 391504 204 236310325635 89365 339 276 73 — — — — — —
201321 A RAWCedar Rapids Kernels — 455385 1002244 601054 204 260365369734 109345 2313 332 73 — — — — — —
201422 A+ MLEFort Myers Miracle — 504453 941743 431412 354 208279283562 75291 289 252 57 — — — — — —
201422 A+ RAWFort Myers Miracle — 504438 1091953 58992 354 249339336675 87312 2012 307 57 — — — — — —
201523 A+ MLE2 teams — 478436 821556 381482 299 188256287543 99268 318 248 54 — — — — — —
201523 A+ RAW2 teams — 478414 961769 601102 299 232332367699 135293 2313 317 54 — — — — — —
201624 AA MLE3 teams — 365338 751837 221192 154 222273355629 133318 336 275 73 — — — — — —
201624 AA RAW3 teams — 365323 902258 36882 154 279354452806 173358 2410 354 73 — — — — — —
201725 AAA MLE2 teams — 517488 10819412 211532 117 221256350607 129293 304 262 63 — — — — — —
201725 AAA RAW2 teams — 517478 12325513 311292 117 257305412717 155323 256 315 63 — — — — — —
201826 MLB MLEDetroit Tigers — 492445 11230317 411324 124 252320447768 196319 278 336 113 +8 +1 -1 +2 +11 2.1
201826 MLB RAWDetroit Tigers — 492444 10929316 421324 124 245316432749 187312 279 331 113 +8 +1 -1 +2 +11 2.1
201927 MLB MLEDetroit Tigers — 472424 10828513 451381 123 255328436764 182345 2910 334 112 +7 +1 +9 +5 +10 3.3
201927 MLB RAWDetroit Tigers — 472423 10527512 461381 123 248323421744 173338 2910 330 112 +7 +1 +9 +5 +10 3.3
202028 MLB MLEDetroit Tigers — 179158 29715 18690 71 184267335602 152276 3910 273 71 -6 +1 +5 +2 +4 0.6
202028 MLB RAWDetroit Tigers — 179158 29715 18690 71 184267335602 152276 3910 268 71 -6 +1 +5 +2 +4 0.6
202129 MLB MLE2 teams — 387346 721129 341264 155 208286329616 121294 339 281 76 -11 +1 +5 +4 +8 0.7
202129 MLB RAW2 teams — 387344 721129 361234 155 209292331623 122293 329 283 76 -11 +1 +5 +4 +8 0.7
202230 AAA MLE3 teams — 131113 21602 18530 40 186298292590 106328 4014 263 64 — — — — — —
202230 AAA RAW3 teams — 131105 23702 26460 40 219374343717 124368 3520 336 64 — — — — — —
202331 AAA MLEWorcester Red Sox — 286241 55616 43701 73 228347336683 108295 2415 313 98 — — — — — —
202331 AAA RAWWorcester Red Sox — 286218 61918 66601 73 280449440889 161351 2123 404 98 — — — — — —
202432 AAA MLE2 teams — 276250 57645 22842 82 228296344640 116321 308 283 78 — — — — — —
202432 AAA RAW2 teams — 276240 63847 32762 82 263354417771 154354 2812 344 78 — — — — — —
202533 AAA MLESyracuse Mets — 4638 7201 5152 22 184311316627 132261 3311 276 73 — — — — — —
202533 AAA RAWSyracuse Mets — 4635 8301 8122 22 229400400800 171304 2617 361 73 — — — — — —
201018 ROK MLEGCL Twins — 128121 14300 6490 42 116157140298 25185 385 134 -23 — — — — — —
201119 ROK MLEElizabethton Twins — 230210 43721 14804 81 205266271538 67316 356 243 51 — — — — — —
201220 ROK MLEElizabethton Twins — 269242 44963 24801 63 182259306565 124246 309 249 55 — — — — — —
201321 A MLECedar Rapids Kernels — 455409 961943 391504 204 235310323632 88350 339 276 73 — — — — — —
201422 A+ MLEFort Myers Miracle — 504454 941743 431412 354 207279282561 75285 289 252 57 — — — — — —
201523 A+ MLE2 teams — 478435 821556 381482 299 189256287544 99269 318 248 54 — — — — — —
201624 AA MLE3 teams — 365338 751837 221192 154 222273355629 133315 336 275 73 — — — — — —
201725 AAA MLE2 teams — 517489 10819412 211532 117 221256350606 129287 304 262 63 — — — — — —
201826 MLB MLEDetroit Tigers — 492444 11230317 411324 124 252320448769 196312 278 336 113 — — — — — —
201927 MLB MLEDetroit Tigers — 472423 10828513 451381 123 255328437765 182338 2910 334 112 — — — — — —
202028 MLB MLEDetroit Tigers — 179159 29715 18690 71 182267333600 151276 3910 273 71 — — — — — —
202129 MLB MLE2 teams — 387346 721129 341264 155 208286329616 121291 339 281 76 — — — — — —
202230 AAA MLE3 teams — 131112 21602 18530 40 188298295592 107326 4014 263 64 — — — — — —
202331 AAA MLEWorcester Red Sox — 286240 55616 43701 73 229347338685 108296 2415 313 98 — — — — — —
202432 AAA MLE2 teams — 276250 57645 22842 82 228296344640 116322 308 283 78 — — — — — —
202533 AAA MLESyracuse Mets — 4639 7201 5152 22 179311308619 128252 3311 276 73 — — — — — —
▸ Model inputs — neutral MLE (past 3 seasons)
202432 AAA MLE2 teams — 276250 57645 22842 82 228296344640 116322 308 283 78 — — — — — —
202533 AAA MLESyracuse Mets — 4639 7201 5152 22 179311308619 128252 3311 276 73 — — — — — —
▸ 2027 season
▸ 2027 — full MLE projection (neutral park, full availability)
202735 MLB MLENYM 10% 193172 42815 17492 41 244321386707 142313 259 316 100 +0 +0 +0 +2 +4 0.3
▸ 2027 — real world (MLB)
202735 MLB CTXNYM 10% 1211 2000 130 00 237314376690 139303 258 309 100 +0 +0 +0 +0 +0 0.0
▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%)
202836 MLB MLENYM 100% 8173 18312 7211 10 232307361668 128302 269 300 89 -1 +0 -6 +1 +2 -0.4
202836 MLB CTXNYM 100% 8173 17312 7211 10 225301351652 125293 269 294 89 -1 +0 -6 +1 +2 -0.4
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career— A+C — 16451477 331791244 14851010 4814 224299383682 159308 319 303 74 -16 +4 +8 +17 +36 4.9
/ 162G— A+C — 650584 13031517 582024 196 223297380677 158306 319 303 74 -6 +2 +3 +7 +14 1.9
Career— MLE — 54164888 10612114698 451165934 19955 217288339627 122304 318 278 74 -16 +4 +8 +18 +38 5.4
/ 162G— MLE — 650587 12825612 541994 247 218288342631 124305 318 278 74 -6 +2 +3 +7 +14 2.0

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.

2025 AAASyracuse Mets · 46 PAwOBA .361 → .276 (−84)K% 26.1% → 31.9%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA26.09%÷0.981×1.200——31.92%
BB% (unintentional) /PA17.39%÷1.005×0.690—×0.94211.24%
HBP% /PA4.35%—×0.940—×0.9423.85%
Singles /BIP17.39%÷0.975×0.930—×0.94215.62%
Doubles /BIP13.04%÷1.022×0.830—×0.9429.98%
Triples /BIP0.00%÷0.959×0.970—×0.9420.00%
Home runs /BIP4.35%÷1.167×0.700—×0.9422.46%

Factors used: league row International League. Park (home-season share, regressed): HR 133, 1B 95, 2B 104, 3B 92, K 96, BB 101 — applied at half strength. Age: age 33 vs a level average of 27.2 → −5.8% on BB/HBP/hit rates (5.8 yr older than average).

Result: wOBA .361 → .276; ISO .171 → .121; BABIP .304 → .252. 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).

2024 AAANorfolk Tides · 243 PAwOBA .363 → .302 (−61)K% 27.2% → 30.5%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA27.16%÷1.070×1.200——30.46%
BB% (unintentional) /PA11.93%÷0.987×0.690—×0.9527.94%
HBP% /PA0.82%—×0.940—×0.9520.74%
Singles /BIP28.28%÷0.962×0.930×1.009×0.95226.26%
Doubles /BIP5.52%÷1.006×0.830×1.009×0.9524.37%
Triples /BIP2.76%÷0.900×0.970×1.009×0.9522.86%
Home runs /BIP4.83%÷0.996×0.700—×0.9523.23%

Factors used: league row International League. Park (home-season share, regressed): HR 99, 1B 92, 2B 101, 3B 80, K 114, BB 97 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.009.

Result: wOBA .363 → .302; ISO .175 → .139; BABIP .381 → .344. 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).

2023 AAAWorcester Red Sox · 286 PAwOBA .394 → .313 (−81)K% 21.0% → 24.6%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA20.98%÷1.023×1.200——24.61%
BB% (unintentional) /PA22.38%÷0.986×0.690—×0.96215.07%
HBP% /PA0.35%—×0.940—×0.9620.32%
Singles /BIP27.22%÷0.996×0.930×1.008×0.96224.64%
Doubles /BIP5.70%÷1.309×0.830×1.008×0.9623.50%
Triples /BIP0.63%÷0.905×0.970×1.008×0.9620.66%
Home runs /BIP5.06%÷1.008×0.700—×0.9623.38%

Factors used: league row International League. Park (home-season share, regressed): HR 102, 1B 99, 2B 162, 3B 81, K 105, BB 97 — applied at half strength. Age: age 31 vs a level average of 27.2 → −3.8% on BB/HBP/hit rates (3.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.008.

Result: wOBA .394 → .313; ISO .161 → .118; BABIP .351 → .296. 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).

2022 AAASugar Land Space Cowboys · 62 PAwOBA .442 → .364 (−78)K% 22.6% → 27.5%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA22.58%÷0.986×1.200——27.47%
BB% (unintentional) /PA27.42%÷0.953×0.690—×0.97219.29%
HBP% /PA0.00%—×0.940—×0.9720.00%
Singles /BIP29.03%÷0.982×0.930—×0.97226.71%
Doubles /BIP9.68%÷0.952×0.830—×0.9728.20%
Triples /BIP0.00%÷0.900×0.970—×0.9720.00%
Home runs /BIP6.45%÷0.917×0.700—×0.9724.79%

Factors used: league row International League. Park (home-season share, regressed): HR 83, 1B 96, 2B 90, 3B 80, K 97, BB 91 — applied at half strength. Age: age 30 vs a level average of 27.2 → −2.8% on BB/HBP/hit rates (2.8 yr older than average).

Result: wOBA .442 → .364; ISO .200 → .165; BABIP .414 → .367. 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).

2022 ROKFCL Astros Orange · 24 PAwOBA .378 → .225 (−153)K% 37.5% → 54.8%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA37.50%÷0.986×1.440——54.78%
BB% (unintentional) /PA29.17%÷0.997×0.620—×0.94017.05%
HBP% /PA0.00%—×0.720—×0.9400.00%
Singles /BIP25.00%÷0.977×0.820—×0.94019.71%
Doubles /BIP25.00%÷1.006×0.720—×0.94016.81%
Triples /BIP0.00%÷1.006×0.720—×0.9400.00%
Home runs /BIP0.00%÷1.056×0.780—×0.9400.00%

Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 111, 1B 95, 2B 101, 3B 101, K 97, BB 99 — applied at half strength. Age: age 30 vs a level average of 19.5 → −6.0% on BB/HBP/hit rates (10.5 yr older than average).

Result: wOBA .378 → .225; ISO .118 → .067; BABIP .500 → .365. 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 AAAToledo Mud Hens · 62 PAwOBA .223 → .185 (−38)K% 25.8% → 31.0%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA25.81%÷1.000×1.200——30.97%
BB% (unintentional) /PA11.29%÷1.038×0.690—×0.9827.37%
HBP% /PA0.00%—×0.940—×0.9820.00%
Singles /BIP26.32%÷0.991×0.930—×0.98224.25%
Doubles /BIP0.00%÷1.013×0.830—×0.9820.00%
Triples /BIP0.00%÷0.981×0.920—×0.9820.00%
Home runs /BIP0.00%÷1.052×0.700—×0.9820.00%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 110, 1B 98, 2B 103, 3B 96, K 100, BB 108 — applied at half strength. Age: age 29 vs a level average of 27.2 → −1.8% on BB/HBP/hit rates (1.8 yr older than average).

Result: wOBA .223 → .185; ISO .000 → .000; BABIP .256 → .236. 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 AAARochester Red Wings · 499 PAwOBA .317 → .268 (−49)K% 23.8% → 28.7%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA23.85%÷0.997×1.200——28.70%
BB% (unintentional) /PA6.01%÷1.080×0.690—×1.0333.97%
HBP% /PA0.40%—×0.940—×1.0330.39%
Singles /BIP23.10%÷1.019×0.930×0.991×1.03321.59%
Doubles /BIP7.31%÷1.085×0.830×0.991×1.0335.73%
Triples /BIP1.46%÷1.085×0.970×0.991×1.0331.34%
Home runs /BIP3.80%÷0.956×0.840—×1.0333.45%

Factors used: league row IL. Park (home-season share, regressed): HR 91, 1B 104, 2B 117, 3B 117, K 99, BB 116 — 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 ×0.991.

Result: wOBA .317 → .268; ISO .161 → .136; BABIP .326 → .292. 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 AAChattanooga Lookouts · 207 PAwOBA .348 → .274 (−74)K% 25.1% → 31.9%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA25.12%÷0.961×1.220——31.91%
BB% (unintentional) /PA9.66%÷1.039×0.680—×1.0126.40%
HBP% /PA0.97%—×0.840—×1.0120.82%
Singles /BIP24.62%÷1.005×0.920×0.999×1.01222.79%
Doubles /BIP7.69%÷1.108×0.910×0.999×1.0126.39%
Triples /BIP1.54%÷0.900×0.880×0.999×1.0121.52%
Home runs /BIP4.62%÷1.301×0.800—×1.0122.87%

Factors used: league row SL. Park (home-season share, regressed): HR 160, 1B 101, 2B 122, 3B 80, K 92, BB 108 — 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 .348 → .274; ISO .176 → .125; BABIP .352 → .313. 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).