Josh Fields

Pos3B

B/TR/R

Born1982-12-14

Age (2027)44

No MLB projection yet. Career stats below are historical.

Overview

AAALAST SEASON 2015

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2013	30	AAAPHI	411	.289/.340/.406	4	10	70	—	.250/.283/.351
2014	31	AAAPiratas de Ca…	128	.297/.341/.475	5	1	75	—	.256/.286/.372
2015	32	AAAPiratas de Ca…	110	.245/.349/.351	1	0	57	—	.208/.266/.297

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.

show model inputsbasis 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.

Year	Age	Lvl	Team	MLB%	PA	AB	H	2B	3B	HR	BB	SO	HBP	SB	CS	AVG	OBP	SLG	OPS	ISO	BABIP	K%	BB%	wOBA	wRC+	BAT	RUN	FLD	POS	REP	WAR
▸ Career — actual stats, one row per stint (as recorded, no adjustments)
2005	22	AA	Birmingham Barons	—	560	477	120	27	0	16	55	142	13	7	6	252	345	409	754	157	320	25	10	331	74	—	—	—	—	—	—
2006	23	MLB	Chicago White Sox	—	25	20	3	2	0	1	5	8	0	0	0	150	320	400	720	250	182	32	20	326	106	+0	+0	+2	+2	+1	0.5
2006	23	AAA	Charlotte Knights	—	526	462	141	32	4	19	54	136	3	28	5	305	382	515	897	210	394	26	10	389	109	—	—	—	—	—	—
2007	24	MLB	Chicago White Sox	—	418	373	91	17	1	23	35	125	1	1	1	244	311	480	790	236	298	30	8	339	116	+8	-0	-7	+2	+9	1.3
2007	24	AAA	Charlotte Knights	—	249	205	58	14	0	10	39	60	1	8	5	283	400	498	898	215	345	24	16	392	118	—	—	—	—	—	—
2008	25	MLB	Chicago White Sox	—	35	32	5	1	0	0	3	17	0	0	0	156	229	188	416	31	333	49	9	200	21	-3	+0	-1	+1	+1	-0.2
2008	25	AAA	Charlotte Knights	—	318	276	68	15	3	10	37	98	3	8	2	246	342	431	773	185	343	31	12	343	73	—	—	—	—	—	—
2009	26	MLB	Chicago White Sox	—	268	239	53	5	2	7	25	76	2	2	3	222	301	347	648	126	295	28	9	293	84	-5	-1	-3	+1	+6	-0.2
2009	26	AAA	Charlotte Knights	—	114	98	26	5	0	5	13	22	1	1	2	265	357	469	827	204	296	19	11	361	92	—	—	—	—	—	—
2010	27	MLB	Kansas City Royals	—	50	49	15	0	0	3	1	9	0	0	0	306	320	490	810	184	324	18	2	356	135	+2	+0	-1	+1	+1	0.2
2010	27	AA	Northwest Arkansas Naturals	—	41	39	17	8	0	0	1	4	0	1	0	436	450	641	1.091	205	472	10	2	466	140	—	—	—	—	—	—
2010	27	INTL	Senadores de San Juan	—	88	80	16	2	0	0	5	23	2	2	0	200	264	225	489	25	276	26	6	230	41	—	—	—	—	—	—
2011	28	AAA	Colorado Springs Sky Sox	—	203	178	65	20	1	11	20	37	2	7	0	365	435	674	1.109	309	406	18	10	470	124	—	—	—	—	—	—
2012	29	AAA	Albuquerque Isotopes	—	561	490	158	32	5	13	59	116	2	9	4	322	397	488	885	165	394	21	11	386	79	—	—	—	—	—	—
2013	30	AAA	Lehigh Valley IronPigs	—	411	377	109	26	3	4	28	110	1	10	3	289	340	406	746	117	395	27	7	330	70	—	—	—	—	—	—
2014	31	AAA	Piratas de Campeche	—	128	118	35	6	0	5	8	19	0	1	0	297	341	475	816	178	312	15	6	355	75	—	—	—	—	—	—
2015	32	AAA	Piratas de Campeche	—	110	94	23	5	1	1	14	18	1	0	0	245	349	351	700	106	289	16	13	319	57	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	796	713	167	25	3	34	69	235	3	3	4	234	304	421	725	187	298	30	9	318	101	+1	-1	-10	+8	+17	1.6
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2005	22	AA MLE	Birmingham Barons	—	560	495	109	25	0	13	37	173	13	7	6	220	292	349	641	129	289	31	7	278	74	—	—	—	—	—	—
2006	23	MLB MLE	Chicago White Sox	—	25	20	3	2	0	1	5	8	0	0	0	150	320	400	720	250	182	32	20	326	106	+0	+0	+2	+2	+1	0.5
2006	23	AAA MLE	Charlotte Knights	—	526	479	129	27	4	17	37	163	3	28	5	269	326	449	774	180	362	31	7	330	109	—	—	—	—	—	—
2007	24	MLB MLE	Chicago White Sox	—	418	373	91	17	1	23	35	125	1	1	1	244	311	480	790	236	298	30	8	339	116	+8	-0	-7	+2	+9	1.3
2007	24	AAA MLE	Charlotte Knights	—	249	217	57	13	0	9	27	72	1	8	5	263	347	447	794	184	330	29	11	343	118	—	—	—	—	—	—
2008	25	MLB MLE	Chicago White Sox	—	35	32	5	1	0	0	3	17	0	0	0	156	229	188	416	31	333	49	9	200	21	-3	+0	-1	+1	+1	-0.2
2008	25	AAA MLE	Charlotte Knights	—	318	288	59	12	3	8	25	118	3	8	2	205	275	351	626	146	309	37	8	276	73	—	—	—	—	—	—
2009	26	MLB MLE	Chicago White Sox	—	268	239	53	5	2	7	25	76	2	2	3	222	301	347	648	126	295	28	9	293	84	-5	-1	-3	+1	+6	-0.2
2009	26	AAA MLE	Charlotte Knights	—	114	102	24	4	0	4	9	26	1	1	2	235	304	392	696	157	272	23	8	304	92	—	—	—	—	—	—
2010	27	MLB MLE	Kansas City Royals	—	50	49	15	0	0	3	1	9	0	0	0	306	320	490	810	184	324	18	2	368	135	+2	+0	-1	+1	+1	0.2
2010	27	AA MLE	Northwest Arkansas Naturals	—	41	39	14	6	0	0	1	5	0	1	0	359	375	513	888	154	388	12	2	375	140	—	—	—	—	—	—
2011	28	AAA MLE	Colorado Springs Sky Sox	—	203	184	51	15	1	8	14	52	2	7	0	277	335	500	835	223	324	26	7	351	124	—	—	—	—	—	—
2012	29	AAA MLE	Albuquerque Isotopes	—	561	510	122	21	4	9	39	160	2	9	4	239	296	349	645	110	316	29	7	285	79	—	—	—	—	—	—
2013	30	AAA MLE	Lehigh Valley IronPigs	—	411	388	97	21	3	4	17	134	1	10	3	250	283	351	634	101	357	33	4	271	70	—	—	—	—	—	—
2014	31	AAA MLE	Piratas de Campeche	—	128	121	31	5	0	3	5	23	0	1	0	256	286	372	658	116	278	18	4	279	75	—	—	—	—	—	—
2015	32	AAA MLE	Piratas de Campeche	—	110	101	21	4	1	1	7	21	1	0	0	208	266	297	563	89	250	19	6	252	57	—	—	—	—	—	—
2005	22	AA MLE	Birmingham Barons	—	560	495	109	25	0	13	37	173	13	7	6	220	292	349	641	129	305	31	7	278	74	—	—	—	—	—	—
2005	22	AA RAW	Birmingham Barons	—	560	477	120	27	0	16	55	142	13	7	6	252	345	409	754	157	320	25	10	331	74	—	—	—	—	—	—
2006	23	AAA MLE	2 teams	—	551	499	132	29	4	18	42	171	3	28	5	265	325	447	772	182	364	31	8	330	109	—	—	—	—	—	—
2006	23	AAA RAW	2 teams	—	551	482	144	34	4	20	59	144	3	28	5	299	379	510	889	212	386	26	11	386	109	—	—	—	—	—	—
2007	24	MLB MLE	2 teams	—	667	590	148	30	1	32	62	197	2	9	6	251	324	468	792	217	315	30	9	341	117	+13	-1	-7	+2	+14	2.3
2007	24	MLB RAW	2 teams	—	667	578	149	31	1	33	74	185	2	9	6	258	344	486	830	228	316	28	11	359	117	+13	-1	-7	+2	+14	2.3
2008	25	AAA MLE	2 teams	—	353	320	64	13	3	8	28	135	3	8	2	200	271	334	605	134	315	38	8	268	68	—	—	—	—	—	—
2008	25	AAA RAW	2 teams	—	353	308	73	16	3	10	40	115	3	8	2	237	330	406	736	169	342	33	11	329	68	—	—	—	—	—	—
2009	26	MLB MLE	2 teams	—	382	341	77	9	2	11	34	102	3	3	5	226	302	361	662	135	289	27	9	296	86	-6	-1	-3	+1	+8	-0.1
2009	26	MLB RAW	2 teams	—	382	337	79	10	2	12	38	98	3	3	5	234	317	383	700	148	295	26	10	313	86	-6	-1	-3	+1	+8	-0.1
2010	27	INTL MLE	3 teams	—	179	172	58	12	0	6	3	28	2	3	0	337	356	512	868	174	371	16	2	371	137	—	—	—	—	—	—
2010	27	INTL RAW	3 teams	—	179	168	48	10	0	3	7	36	2	3	0	286	322	399	721	113	344	20	4	319	137	—	—	—	—	—	—
2011	28	AAA MLE	Colorado Springs Sky Sox	—	203	184	51	15	1	8	14	52	2	7	0	277	335	500	835	223	339	26	7	351	124	—	—	—	—	—	—
2011	28	AAA RAW	Colorado Springs Sky Sox	—	203	178	65	20	1	11	20	37	2	7	0	365	435	674	1.109	309	406	18	10	470	124	—	—	—	—	—	—
2012	29	AAA MLE	Albuquerque Isotopes	—	561	510	122	21	4	9	39	160	2	9	4	239	296	349	645	110	325	29	7	285	79	—	—	—	—	—	—
2012	29	AAA RAW	Albuquerque Isotopes	—	561	490	158	32	5	13	59	116	2	9	4	322	397	488	885	165	394	21	11	386	79	—	—	—	—	—	—
2013	30	AAA MLE	Lehigh Valley IronPigs	—	411	388	97	21	3	4	17	134	1	10	3	250	283	351	634	101	368	33	4	271	70	—	—	—	—	—	—
2013	30	AAA RAW	Lehigh Valley IronPigs	—	411	377	109	26	3	4	28	110	1	10	3	289	340	406	746	117	395	27	7	330	70	—	—	—	—	—	—
2014	31	AAA MLE	Piratas de Campeche	—	128	121	31	5	0	3	5	23	0	1	0	256	286	372	658	116	289	18	4	279	75	—	—	—	—	—	—
2014	31	AAA RAW	Piratas de Campeche	—	128	118	35	6	0	5	8	19	0	1	0	297	341	475	816	178	312	15	6	355	75	—	—	—	—	—	—
2015	32	AAA MLE	Piratas de Campeche	—	110	101	21	4	1	1	7	21	1	0	0	208	266	297	563	89	250	19	6	252	57	—	—	—	—	—	—
2015	32	AAA RAW	Piratas de Campeche	—	110	94	23	5	1	1	14	18	1	0	0	245	349	351	700	106	289	16	13	319	57	—	—	—	—	—	—
2005	22	AA MLE	Birmingham Barons	—	560	505	109	25	0	13	37	173	13	7	6	216	292	343	634	127	289	31	7	278	74	—	—	—	—	—	—
2006	23	AAA MLE	2 teams	—	551	501	132	29	4	18	42	171	3	28	5	263	325	445	770	182	354	31	8	330	109	—	—	—	—	—	—
2007	24	MLB MLE	2 teams	—	667	598	148	30	1	32	62	197	2	9	6	247	324	462	786	214	310	30	9	341	117	—	—	—	—	—	—
2008	25	AAA MLE	2 teams	—	353	319	64	13	3	8	28	135	3	8	2	201	271	335	606	135	311	38	8	268	68	—	—	—	—	—	—
2009	26	MLB MLE	2 teams	—	382	342	77	9	2	11	34	102	3	3	5	225	302	360	661	135	288	27	9	296	86	—	—	—	—	—	—
2010	27	INTL MLE	3 teams	—	179	172	58	12	0	6	3	28	2	3	0	337	356	512	868	174	353	16	2	371	137	—	—	—	—	—	—
2011	28	AAA MLE	Colorado Springs Sky Sox	—	203	185	51	15	1	8	14	52	2	7	0	276	335	497	832	222	324	26	7	351	124	—	—	—	—	—	—
2012	29	AAA MLE	Albuquerque Isotopes	—	561	515	122	21	4	9	39	160	2	9	4	237	296	346	641	109	316	29	7	285	79	—	—	—	—	—	—
2013	30	AAA MLE	Lehigh Valley IronPigs	—	411	390	97	21	3	4	17	134	1	10	3	249	283	349	632	100	357	33	4	271	70	—	—	—	—	—	—
2014	31	AAA MLE	Piratas de Campeche	—	128	122	31	5	0	3	5	23	0	1	0	254	286	369	655	115	278	18	4	279	75	—	—	—	—	—	—
2015	32	AAA MLE	Piratas de Campeche	—	110	101	21	4	1	1	7	21	1	0	0	208	266	297	563	89	250	19	6	252	57	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	796	713	167	25	3	34	69	235	3	3	4	234	304	421	725	187	298	30	9	318	91	+1	-1	-10	+8	+17	1.6
/ 162G	—	A+C		—	650	582	136	20	2	28	56	192	2	2	3	234	303	419	722	186	297	30	9	318	91	+1	-1	-8	+6	+14	1.3
Career	—	MLE		—	4105	3721	910	184	19	113	288	1196	32	85	31	245	304	395	700	151	326	29	7	303	91	+1	-1	-10	+8	+17	1.6
/ 162G	—	MLE		—	650	589	144	29	3	18	46	189	5	13	5	244	305	396	701	151	325	29	7	303	91	+1	-1	-8	+6	+14	1.3

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.

2015 AAAPiratas de Campeche · 110 PAwOBA .311 → .252 (−59)K% 16.4% → 19.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.36%	÷1.025	×1.200	—	—	19.16%
BB% (unintentional) /PA	11.82%	÷1.132	×0.690	—	×0.942	6.79%
HBP% /PA	0.91%	—	×0.940	—	×0.942	0.80%
Singles /BIP	21.05%	÷0.999	×0.930	×1.007	×0.942	18.59%
Doubles /BIP	6.58%	÷0.981	×0.830	×1.007	×0.942	5.28%
Triples /BIP	1.32%	÷0.900	×0.920	×1.007	×0.942	1.28%
Home runs /BIP	1.32%	÷1.067	×0.700	—	×0.942	0.81%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 113, 1B 100, 2B 96, 3B 80, K 105, BB 126 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.007.

Result: wOBA .311 → .252; ISO .106 → .088; BABIP .289 → .250. 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 AAAPiratas de Campeche · 128 PAwOBA .350 → .279 (−72)K% 14.8% → 17.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	14.84%	÷1.008	×1.200	—	—	17.68%
BB% (unintentional) /PA	6.25%	÷1.055	×0.690	—	×0.952	3.89%
HBP% /PA	0.00%	—	×0.940	—	×0.952	0.00%
Singles /BIP	24.24%	÷0.995	×0.930	×1.050	×0.952	22.64%
Doubles /BIP	6.06%	÷1.010	×0.830	×1.050	×0.952	4.98%
Triples /BIP	0.00%	÷1.150	×0.920	×1.050	×0.952	0.00%
Home runs /BIP	5.05%	÷1.245	×0.700	—	×0.952	2.70%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 149, 1B 99, 2B 102, 3B 130, K 102, BB 111 — 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 ×1.050.

Result: wOBA .350 → .279; ISO .178 → .111; BABIP .312 → .278. 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).

2013 AAALehigh Valley IronPigs · 411 PAwOBA .322 → .271 (−50)K% 26.8% → 32.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	26.76%	÷0.985	×1.200	—	—	32.61%
BB% (unintentional) /PA	6.33%	÷1.001	×0.690	—	×0.962	4.19%
HBP% /PA	0.24%	—	×0.940	—	×0.962	0.22%
Singles /BIP	28.46%	÷0.994	×0.930	×1.036	×0.962	26.53%
Doubles /BIP	9.74%	÷0.991	×0.830	×1.036	×0.962	8.12%
Triples /BIP	1.12%	÷1.116	×0.970	×1.036	×0.962	0.97%
Home runs /BIP	1.50%	÷0.891	×0.840	—	×0.962	1.36%

Factors used: league row IL. Park (home-season share, regressed): HR 78, 1B 99, 2B 98, 3B 123, K 97, BB 100 — 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 ×1.036.

Result: wOBA .322 → .271; ISO .117 → .097; BABIP .395 → .357. 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 AAAAlbuquerque Isotopes · 561 PAwOBA .378 → .285 (−93)K% 20.7% → 28.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	20.68%	÷0.935	×1.290	—	—	28.51%
BB% (unintentional) /PA	9.63%	÷0.962	×0.710	—	×0.972	6.90%
HBP% /PA	0.36%	—	×0.980	—	×0.972	0.34%
Singles /BIP	28.88%	÷1.034	×0.900	×1.001	×0.972	24.45%
Doubles /BIP	8.56%	÷1.135	×0.810	×1.001	×0.972	5.94%
Triples /BIP	1.34%	÷1.055	×0.810	×1.001	×0.972	1.00%
Home runs /BIP	3.48%	÷1.018	×0.780	—	×0.972	2.59%

Factors used: league row PCL. Park (home-season share, regressed): HR 104, 1B 107, 2B 127, 3B 111, K 87, BB 92 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.001.

Result: wOBA .378 → .285; ISO .165 → .116; BABIP .394 → .316. 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).

2011 AAAColorado Springs Sky Sox · 203 PAwOBA .463 → .351 (−112)K% 18.2% → 25.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.23%	÷0.925	×1.290	—	—	25.43%
BB% (unintentional) /PA	9.36%	÷0.972	×0.710	—	×0.982	6.71%
HBP% /PA	0.99%	—	×0.980	—	×0.982	0.95%
Singles /BIP	23.40%	÷1.016	×0.900	×0.968	×0.982	19.71%
Doubles /BIP	14.18%	÷0.992	×0.810	×0.968	×0.982	11.01%
Triples /BIP	0.71%	÷1.150	×0.810	×0.968	×0.982	0.48%
Home runs /BIP	7.80%	÷1.029	×0.780	—	×0.982	5.81%

Factors used: league row PCL. Park (home-season share, regressed): HR 106, 1B 103, 2B 98, 3B 130, K 85, BB 94 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.968.

Result: wOBA .463 → .351; ISO .309 → .224; BABIP .406 → .324. 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 AANorthwest Arkansas Naturals · 41 PAwOBA .464 → .375 (−89)K% 9.8% → 12.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	9.76%	÷0.944	×1.220	—	—	12.61%
BB% (unintentional) /PA	2.44%	÷1.109	×0.700	—	×0.968	1.49%
HBP% /PA	0.00%	—	×0.870	—	×0.968	0.00%
Singles /BIP	25.71%	÷1.006	×0.920	—	×0.968	22.75%
Doubles /BIP	22.86%	÷1.081	×0.840	—	×0.968	17.20%
Triples /BIP	0.00%	÷1.150	×0.940	—	×0.968	0.00%
Home runs /BIP	0.00%	÷1.145	×0.800	—	×0.968	0.00%

Factors used: league row TL. Park (home-season share, regressed): HR 129, 1B 101, 2B 116, 3B 130, K 89, BB 122 — applied at half strength. Age: age 28 vs a level average of 24.8 → −3.2% on BB/HBP/hit rates (3.2 yr older than average).

Result: wOBA .464 → .375; ISO .205 → .155; BABIP .472 → .388. 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).

2009 AAACharlotte Knights · 114 PAwOBA .351 → .304 (−47)K% 19.3% → 23.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.30%	÷1.000	×1.200	—	—	23.16%
BB% (unintentional) /PA	11.40%	÷1.000	×0.690	—	×1.003	7.89%
HBP% /PA	0.88%	—	×0.940	—	×1.003	0.83%
Singles /BIP	21.05%	÷1.000	×0.930	×1.025	×1.003	20.12%
Doubles /BIP	6.58%	÷1.000	×0.830	×1.025	×1.003	5.61%
Triples /BIP	0.00%	÷1.000	×0.970	×1.025	×1.003	0.00%
Home runs /BIP	6.58%	÷1.000	×0.840	—	×1.003	5.54%

Factors used: league row IL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×1.025.

Result: wOBA .351 → .304; ISO .204 → .176; BABIP .296 → .272. 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).

2008 AAACharlotte Knights · 318 PAwOBA .334 → .276 (−58)K% 30.8% → 37.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	30.82%	÷1.000	×1.200	—	—	36.98%
BB% (unintentional) /PA	11.32%	÷1.000	×0.690	—	×1.018	7.95%
HBP% /PA	0.94%	—	×0.940	—	×1.018	0.90%
Singles /BIP	22.47%	÷1.000	×0.930	×0.983	×1.018	20.92%
Doubles /BIP	8.43%	÷1.000	×0.830	×0.983	×1.018	7.00%
Triples /BIP	1.69%	÷1.000	×0.970	×0.983	×1.018	1.64%
Home runs /BIP	5.62%	÷1.000	×0.840	—	×1.018	4.80%

Factors used: league row IL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 26 vs a level average of 27.2 → +1.8% on BB/HBP/hit rates (1.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.983.

Result: wOBA .334 → .276; ISO .185 → .154; BABIP .343 → .309. 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 — .