Emilio Bonifácio

Pos2B
B/TS/R
Born1985-04-23
Age (2027)42
No MLB projection yet. Career stats below are historical.
Overview
INTL
YearAgeLvl / TeamPAAVG/OBP/SLGHRSBwRC+WAR
202338INTLDominican Rep…197.326/.392/.389016123—
202439INTLTigres del Li…217.291/.371/.386113114—
202540INTLTigres del Li…103.144/.222/.2111520—
Contract
No contract data on file.

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)
200520 ASouth Bend Silver Hawks — 592522 1411471 56902 5517 270343330672 59322 159 303 70 — — — — — —
200621 A+Lancaster JetHawks — 608546 1753577 441046 6114 321378449826 128383 177 362 101 — — — — — —
200722 MLBArizona Diamondbacks — 2723 5100 430 01 217333261594 43250 1115 285 79 -1 -0 +1 +2 +1 0.2
200722 AAMobile BayBears — 596551 1572152 381052 4113 285333352685 67348 186 309 78 — — — — — —
200823 MLBWashington Nationals — 186169 41650 14460 74 243301337638 95325 258 283 78 -5 -0 -2 +2 +4 -0.1
200823 AAAColumbus Clippers — 438398 1252051 31680 2110 314364397761 83373 167 336 99 — — — — — —
200924 MLBFlorida Marlins — 509461 1161161 34952 219 252306308614 56312 197 275 72 -17 +1 -3 +2 +11 -0.7
201025 MLBFlorida Marlins — 201180 47630 17420 120 261325328653 67333 218 293 89 -3 +2 +5 +2 +4 1.1
201025 AAANew Orleans Zephyrs — 182164 45830 16330 84 274339360699 85344 189 313 74 — — — — — —
201025 INTLTigres del Licey — 124107 29520 13170 72 271350355705 84315 1410 312 97 — — — — — —
201126 MLBFlorida Marlins — 641565 1672675 591291 4011 296363393756 97372 209 333 118 +13 +4 -5 +7 +14 3.3
201227 MLBMiami Marlins — 274244 63341 25521 303 258330316645 57325 199 293 87 -4 +5 -3 +1 +6 0.4
201227 A+Jupiter Hammerheads — 3630 5100 690 31 167306200506 33238 2517 252 12 — — — — — —
201328 MLBKansas City Royals — 461420 1022233 301032 288 243296331627 88312 227 279 76 -13 +2 +0 +2 +10 0.2
201328 INTLDominican Republic — 10492 29220 11130 52 315388380769 65367 1211 347 121 — — — — — —
201429 MLBAtlanta Braves — 426394 1021743 26850 268 259305345650 86324 206 289 79 -11 +2 +8 +2 +9 1.0
201429 AATennessee Smokies — 1616 4000 020 01 250250250500 286 120 226 18 — — — — — —
201530 MLBChicago White Sox — 8278 13200 2271 14 167198192390 26255 332 179 7 -9 -1 +1 +1 +2 -0.7
201530 AAAIowa Cubs — 6860 27400 880 61 4505155171.031 67519 1212 464 141 — — — — — —
201530 INTLTigres del Licey — 8975 20600 14110 62 267382347729 80312 1216 339 115 — — — — — —
201631 MLBAtlanta Braves — 4338 8000 3120 10 211268211479 308 287 217 33 -3 +0 -0 -6 +1 -0.9
201631 AAAGwinnett Braves — 471420 1251452 39701 379 298359369728 71349 158 323 70 — — — — — —
201631 INTLTigres del Licey — 6455 13300 6120 13 236311291602 55295 199 267 67 — — — — — —
201732 MLBAtlanta Braves — 4438 5110 190 00 132154211364 79167 202 143 -17 -6 +0 -1 -3 +1 -0.9
201732 AAAReno Aces — 1715 6100 210 41 400471467937 67429 612 424 113 — — — — — —
201732 AAJackson Generals — 10091 26521 4150 54 286316418733 132329 154 308 68 — — — — — —
201732 INTLTigres del Licey — 10895 27620 11200 123 284358389748 105355 1910 332 110 — — — — — —
201833 INTLTigres del Licey — 9887 20452 8160 51 230295460755 230254 168 317 101 — — — — — —
201934 AAADurham Bulls — 288259 741938 25632 156 286353475828 189351 229 363 69 — — — — — —
201934 INTLTigres del Licey — 7360 16201 11111 52 267389350739 83306 1515 340 116 — — — — — —
202035 INTLTigres del Licey — 6047 12410 12100 71 255407383790 128316 1720 358 128 — — — — — —
202136 INTLTigres del Licey — 148132 33301 8251 104 250298295593 45296 175 260 62 — — — — — —
202237 INTLDominican Republic — 186166 43471 15260 54 259320386706 127302 148 307 94 — — — — — —
202338 INTLDominican Republic — 197175 57150 18291 164 326392389780 63385 159 349 123 — — — — — —
202439 INTLTigres del Licey — 217189 55741 24260 133 291371386757 95331 1211 337 114 — — — — — —
202540 INTLTigres del Licey — 10390 13301 9240 52 144222211433 67185 239 198 20 — — — — — —
▸ Career Totals (raw MLB only — historical actual)
MLB Career— — 28942610 669953313 2156037 16648 256315333648 77326 217 289 81 -64 +14 -0 +11 +63 2.5
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
200520 A MLESouth Bend Silver Hawks — 592539 1371271 401232 5517 254308308616 54316 217 271 70 — — — — — —
200621 A+ MLELancaster JetHawks — 608558 1633066 321396 6114 292337400737 108365 235 317 101 — — — — — —
200722 MLB MLEArizona Diamondbacks — 2723 5100 430 01 217333261594 43250 1115 285 79 -1 -0 +1 +2 +1 0.2
200722 AA MLEMobile BayBears — 596563 1562152 261282 4113 277311343654 66348 214 283 78 — — — — — —
200823 MLB MLEWashington Nationals — 186169 41650 14460 74 243301337638 95325 258 283 78 -5 -0 -2 +2 +4 -0.1
200823 AAA MLEColumbus Clippers — 438407 1251851 22810 2110 307343383726 76370 185 315 99 — — — — — —
200924 MLB MLEFlorida Marlins — 509461 1161161 34952 219 252306308614 56312 197 275 72 -17 +1 -3 +2 +11 -0.7
201025 MLB MLEFlorida Marlins — 201180 49730 17420 120 272335344679 72333 218 300 89 -3 +2 +5 +2 +4 1.1
201025 AAA MLENew Orleans Zephyrs — 182167 42730 13400 84 251306329635 78325 227 277 74 — — — — — —
201126 MLB MLEFlorida Marlins — 641566 1722885 581291 4011 304370408778 104372 209 342 118 +13 +4 -5 +7 +14 3.3
201227 MLB MLEMiami Marlins — 274245 64341 24521 303 261330318648 57325 199 297 87 -4 +5 -3 +1 +6 0.4
201227 A+ MLEJupiter Hammerheads — 3632 4100 4130 31 125222156378 31208 3611 186 12 — — — — — —
201328 MLB MLEKansas City Royals — 461420 1032233 301032 288 245299333632 88312 227 281 76 -13 +2 +0 +2 +10 0.2
201429 MLB MLEAtlanta Braves — 426396 1011643 24850 268 255298338636 83324 206 285 79 -11 +2 +8 +2 +9 1.0
201429 AA MLETennessee Smokies — 1616 4000 020 01 250250250500 263 120 195 18 — — — — — —
201530 MLB MLEChicago White Sox — 8278 13200 2271 14 167198192390 26255 332 178 7 -9 -1 +1 +1 +2 -0.7
201530 AAA MLEIowa Cubs — 6862 23300 6100 61 371426419846 48445 159 377 141 — — — — — —
201631 MLB MLEAtlanta Braves — 4338 8000 3120 10 211268211479 308 287 217 33 -3 +0 -0 -6 +1 -0.9
201631 AAA MLEGwinnett Braves — 471435 1131241 24801 379 260300313613 53306 175 272 70 — — — — — —
201732 MLB MLEAtlanta Braves — 4438 5110 190 00 132154211364 79167 202 143 -17 -6 +0 -1 -3 +1 -0.9
201732 AAA MLEReno Aces — 1716 5100 110 41 312353375728 62359 66 335 113 — — — — — —
201732 AA MLEJackson Generals — 10092 25521 3190 54 272295402697 130294 193 268 68 — — — — — —
201934 AAA MLEDurham Bulls — 288268 601436 16742 156 224273366638 142281 266 270 69 — — — — — —
200520 A MLESouth Bend Silver Hawks — 592539 1371271 401232 5517 254308308616 54325 217 271 70 — — — — — —
200520 A RAWSouth Bend Silver Hawks — 592522 1411471 56902 5517 270343330672 59322 159 303 70 — — — — — —
200621 A+ MLELancaster JetHawks — 608558 1633066 321396 6114 292337400737 108376 235 317 101 — — — — — —
200621 A+ RAWLancaster JetHawks — 608546 1753577 441046 6114 321378449826 128383 177 362 101 — — — — — —
200722 AA MLE2 teams — 623586 1612252 301312 4114 275312340652 65350 215 283 78 — — — — — —
200722 AA RAW2 teams — 623574 1622252 421082 4114 282333348682 66344 177 308 78 — — — — — —
200823 AAA MLE2 teams — 624576 16624101 361270 2814 288330370700 82363 206 306 93 — — — — — —
200823 AAA RAW2 teams — 624567 16626101 451140 2814 293345379724 86360 187 320 93 — — — — — —
200924 MLB MLEFlorida Marlins — 509461 1161161 34952 219 252306308614 56312 197 275 72 -17 +1 -3 +2 +11 -0.7
200924 MLB RAWFlorida Marlins — 509461 1161161 34952 219 252306308614 56312 197 275 72 -17 +1 -3 +2 +11 -0.7
201025 MLB MLE3 teams — 507457 1191880 401090 276 260320335655 74337 218 289 82 -11 +3 +5 +2 +11 1.0
201025 MLB RAW3 teams — 507451 1211980 46920 276 268336346682 78332 189 305 82 -11 +3 +5 +2 +11 1.0
201126 MLB MLEFlorida Marlins — 641566 1722885 581291 4011 304370408778 104382 209 342 118 +13 +4 -5 +7 +14 3.3
201126 MLB RAWFlorida Marlins — 641565 1672675 591291 4011 296363393756 97372 209 333 118 +13 +4 -5 +7 +14 3.3
201227 MLB MLE2 teams — 310277 68441 28651 334 245317300617 54318 219 284 78 -8 +5 -3 +1 +7 0.2
201227 MLB RAW2 teams — 310274 68441 31611 334 248327303630 55316 2010 288 78 -8 +5 -3 +1 +7 0.2
201328 MLB MLE2 teams — 565516 1252734 371262 3310 242295329625 87311 227 281 76 -16 +3 +0 +2 +12 0.1
201328 MLB RAW2 teams — 565512 1312453 411162 3310 256314340653 84323 217 292 76 -16 +3 +0 +2 +12 0.1
201429 MLB MLE2 teams — 442412 1051643 24870 269 255296335631 80317 205 281 77 -12 +2 +8 +2 +10 0.9
201429 MLB RAW2 teams — 442410 1061743 26870 269 259303341644 83322 206 287 77 -12 +2 +8 +2 +10 0.9
201530 INTL MLE3 teams — 239225 58800 12591 137 258298293592 36349 255 268 68 — — — — — —
201530 INTL RAW3 teams — 239213 601200 24461 137 282357338695 56359 1910 319 68 — — — — — —
201631 AAA MLE3 teams — 578531 1371352 301041 3912 258299313612 55314 185 267 67 — — — — — —
201631 AAA RAW3 teams — 578513 1461752 48941 3912 285347349696 64341 168 309 67 — — — — — —
201732 INTL MLE4 teams — 269249 571141 8480 218 229253317570 88276 183 241 49 — — — — — —
201732 INTL RAW4 teams — 269239 641351 18450 218 268319377696 109321 177 298 49 — — — — — —
201833 INTL MLETigres del Licey — 9887 20452 8160 51 230295460755 230254 168 — — — — — — — —
201833 INTL RAWTigres del Licey — 9887 20452 8160 51 230295460755 230254 168 317 101 — — — — — —
201934 AAA MLE2 teams — 361335 741837 20933 208 221271355626 134284 266 270 69 — — — — — —
201934 AAA RAW2 teams — 361319 902139 36743 208 282360451812 169342 2010 359 69 — — — — — —
202035 INTL MLETigres del Licey — 6047 12410 12100 71 255407383790 128316 1720 — — — — — — — —
202035 INTL RAWTigres del Licey — 6047 12410 12100 71 255407383790 128316 1720 358 128 — — — — — —
202136 INTL MLETigres del Licey — 148132 33301 8251 104 250298295593 45296 175 — — — — — — — —
202136 INTL RAWTigres del Licey — 148132 33301 8251 104 250298295593 45296 175 260 62 — — — — — —
202237 INTL MLEDominican Republic — 186166 43471 15260 54 259320386706 127302 148 — — — — — — — —
202237 INTL RAWDominican Republic — 186166 43471 15260 54 259320386706 127302 148 307 94 — — — — — —
202338 INTL MLEDominican Republic — 197175 57150 18291 164 326392389780 63385 159 — — — — — — — —
202338 INTL RAWDominican Republic — 197175 57150 18291 164 326392389780 63385 159 349 123 — — — — — —
202439 INTL MLETigres del Licey — 217189 55741 24260 133 291371386757 95331 1211 — — — — — — — —
202439 INTL RAWTigres del Licey — 217189 55741 24260 133 291371386757 95331 1211 337 114 — — — — — —
202540 INTL MLETigres del Licey — 10390 13301 9240 52 144222211433 67185 239 — — — — — — — —
202540 INTL RAWTigres del Licey — 10390 13301 9240 52 144222211433 67185 239 198 20 — — — — — —
200520 A MLESouth Bend Silver Hawks — 592545 1371271 401232 5517 251308305613 53316 217 271 70 — — — — — —
200621 A+ MLELancaster JetHawks — 608565 1633066 321396 6114 288337395732 106365 235 317 101 — — — — — —
200722 AA MLE2 teams — 623586 1612252 301312 4114 275312340652 65344 215 283 78 — — — — — —
200823 AAA MLE2 teams — 624583 16624101 361270 2814 285330365695 81357 206 306 93 — — — — — —
200924 MLB MLEFlorida Marlins — 509468 1161161 34952 219 248306303609 56312 197 275 72 — — — — — —
201025 MLB MLE3 teams — 507462 1191880 401090 276 258320331651 74329 218 289 82 — — — — — —
201126 MLB MLEFlorida Marlins — 641577 1722885 581291 4011 298370400770 102372 209 342 118 — — — — — —
201227 MLB MLE2 teams — 310278 68441 28651 334 245317299616 54311 219 284 78 — — — — — —
201328 MLB MLE2 teams — 565521 1252734 371262 3310 240295326622 86312 227 281 76 — — — — — —
201429 MLB MLE2 teams — 442415 1051643 24870 269 253296333628 80321 205 281 77 — — — — — —
201530 INTL MLE3 teams — 239224 58800 12591 137 259298295593 36341 255 268 68 — — — — — —
201631 AAA MLE3 teams — 578542 1371352 301041 3912 253299306605 54306 185 267 67 — — — — — —
201732 INTL MLE4 teams — 269259 571141 8480 218 220253305558 85266 183 241 49 — — — — — —
201934 AAA MLE2 teams — 361335 741837 20933 208 221271355626 134281 266 270 69 — — — — — —
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career— A+C — 28942610 669953313 2156037 16648 256315333648 77326 217 289 56 -64 +14 -0 +11 +63 2.5
/ 162G— A+C — 650586 1502173 481352 3711 256314331646 75325 217 289 56 -14 +3 -0 +3 +14 0.6
Career— MLE — 78777174 18912689540 523159123 519162 264316344660 81331 207 251 56 -64 +14 -0 +11 +63 2.5
/ 162G— MLE — 650592 1562283 431312 4313 264316343658 79331 207 251 56 -14 +3 -0 +3 +14 0.6

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.

2019 AAADurham Bulls · 288 PAwOBA .354 → .270 (−84)K% 21.9% → 25.7%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA21.88%÷1.020×1.200——25.73%
BB% (unintentional) /PA8.68%÷0.998×0.690—×0.9405.64%
HBP% /PA0.69%—×0.940—×0.9400.61%
Singles /BIP22.45%÷0.986×0.930×0.950×0.94018.90%
Doubles /BIP9.69%÷1.006×0.830×0.950×0.9407.14%
Triples /BIP1.53%÷1.025×0.970×0.950×0.9401.29%
Home runs /BIP4.08%÷1.128×0.840—×0.9402.86%

Factors used: league row IL. Park (home-season share, regressed): HR 126, 1B 97, 2B 101, 3B 105, K 104, BB 100 — applied at half strength. Age: age 34 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (6.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.

Result: wOBA .354 → .270; ISO .189 → .138; BABIP .351 → .281. 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 AAJackson Generals · 100 PAwOBA .303 → .268 (−34)K% 15.0% → 18.6%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA15.00%÷0.983×1.220——18.61%
BB% (unintentional) /PA4.00%÷0.987×0.680—×0.9402.59%
HBP% /PA0.00%—×0.840—×0.9400.00%
Singles /BIP23.68%÷0.980×0.920×1.038×0.94021.70%
Doubles /BIP6.58%÷1.004×0.910×1.038×0.9405.82%
Triples /BIP2.63%÷1.150×0.880×1.038×0.9401.96%
Home runs /BIP1.32%÷0.985×0.800—×0.9401.00%

Factors used: league row SL. Park (home-season share, regressed): HR 97, 1B 96, 2B 101, 3B 130, K 97, BB 97 — applied at half strength. Age: age 32 vs a level average of 24.8 → −6.0% on BB/HBP/hit rates (7.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.038.

Result: wOBA .303 → .268; ISO .132 → .110; BABIP .329 → .294. 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 AAAReno Aces · 17 PAwOBA .413 → .335 (−78)K% 5.9% → 8.3%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA5.88%÷0.919×1.290——8.26%
BB% (unintentional) /PA11.76%÷1.007×0.710—×0.9527.89%
HBP% /PA0.00%—×0.980—×0.9520.00%
Singles /BIP35.71%÷0.992×0.900—×0.95230.86%
Doubles /BIP7.14%÷1.089×0.810—×0.9525.06%
Triples /BIP0.00%÷1.150×0.810—×0.9520.00%
Home runs /BIP0.00%÷1.044×0.780—×0.9520.00%

Factors used: league row PCL. Park (home-season share, regressed): HR 109, 1B 98, 2B 118, 3B 130, K 84, BB 102 — 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 .413 → .335; ISO .067 → .048; BABIP .429 → .359. 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 AAAGwinnett Braves · 471 PAwOBA .316 → .272 (−44)K% 14.9% → 17.0%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA14.86%÷1.046×1.200——17.04%
BB% (unintentional) /PA7.86%÷1.022×0.690—×0.9625.10%
HBP% /PA0.21%—×0.940—×0.9620.19%
Singles /BIP29.71%÷1.017×0.930×1.008×0.96226.37%
Doubles /BIP4.00%÷0.991×0.830×1.008×0.9623.25%
Triples /BIP1.43%÷1.150×0.970×1.008×0.9621.17%
Home runs /BIP0.57%÷1.132×0.840—×0.9620.41%

Factors used: league row IL. Park (home-season share, regressed): HR 126, 1B 103, 2B 98, 3B 130, K 109, BB 104 — 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 .316 → .272; ISO .071 → .059; BABIP .349 → .306. 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).

2015 AAAIowa Cubs · 68 PAwOBA .452 → .377 (−75)K% 11.8% → 14.4%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA11.76%÷1.051×1.290——14.44%
BB% (unintentional) /PA11.76%÷0.996×0.710—×0.9728.15%
HBP% /PA0.00%—×0.980—×0.9720.00%
Singles /BIP44.23%÷1.008×0.900—×0.97238.39%
Doubles /BIP7.69%÷0.984×0.810—×0.9726.16%
Triples /BIP0.00%÷0.948×0.810—×0.9720.00%
Home runs /BIP0.00%÷0.916×0.780—×0.9720.00%

Factors used: league row PCL. Park (home-season share, regressed): HR 83, 1B 102, 2B 97, 3B 90, K 110, BB 99 — 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 .452 → .377; ISO .067 → .054; BABIP .519 → .445. 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).

2014 AATennessee Smokies · 16 PAwOBA .220 → .195 (−25)K% 12.5% → 15.6%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA12.50%÷0.980×1.220——15.56%
BB% (unintentional) /PA0.00%÷0.948×0.680—×0.9580.00%
HBP% /PA0.00%—×0.840—×0.9580.00%
Singles /BIP28.57%÷0.958×0.920—×0.95826.29%
Doubles /BIP0.00%÷1.140×0.910—×0.9580.00%
Triples /BIP0.00%÷1.065×0.880—×0.9580.00%
Home runs /BIP0.00%÷1.009×0.800—×0.9580.00%

Factors used: league row SL. Park (home-season share, regressed): HR 102, 1B 92, 2B 128, 3B 113, K 96, BB 90 — applied at half strength. Age: age 29 vs a level average of 24.8 → −4.2% on BB/HBP/hit rates (4.2 yr older than average).

Result: wOBA .220 → .195; ISO .000 → .000; BABIP .286 → .263. 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).

2012 A+Jupiter Hammerheads · 36 PAwOBA .247 → .186 (−61)K% 25.0% → 37.1%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA25.00%÷0.956×1.420——37.14%
BB% (unintentional) /PA16.67%÷0.971×0.750—×0.95812.33%
HBP% /PA0.00%—×0.930—×0.9580.00%
Singles /BIP19.05%÷1.027×0.920—×0.95816.34%
Doubles /BIP4.76%÷0.977×0.960—×0.9584.48%
Triples /BIP0.00%÷1.150×0.810—×0.9580.00%
Home runs /BIP0.00%÷0.939×0.880—×0.9580.00%

Factors used: league row FSL. Park (home-season share, regressed): HR 88, 1B 105, 2B 95, 3B 130, K 91, BB 94 — applied at half strength. Age: age 27 vs a level average of 22.8 → −4.2% on BB/HBP/hit rates (4.2 yr older than average).

Result: wOBA .247 → .186; ISO .033 → .027; BABIP .238 → .208. 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).

2010 AAANew Orleans Zephyrs · 182 PAwOBA .306 → .277 (−29)K% 18.1% → 22.2%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA18.13%÷1.056×1.290——22.15%
BB% (unintentional) /PA8.79%÷0.887×0.710—×1.0337.27%
HBP% /PA0.00%—×0.980—×1.0330.00%
Singles /BIP25.95%÷1.007×0.900×1.034×1.03324.77%
Doubles /BIP6.11%÷0.963×0.810×1.034×1.0335.49%
Triples /BIP2.29%÷0.900×0.810×1.034×1.0332.20%
Home runs /BIP0.00%÷0.939×0.780—×1.0330.00%

Factors used: league row PCL. Park (home-season share, regressed): HR 88, 1B 101, 2B 93, 3B 80, K 111, BB 77 — 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 ×1.034.

Result: wOBA .306 → .277; ISO .085 → .077; BABIP .344 → .325. 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 — .