Jose Tabata

PosLF

B/TR/R

Born1988-08-12

Age (2027)38

No MLB projection yet. Career stats below are historical.

Overview

INTLLAST SEASON 2021

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	SB	wRC+	WAR
2018	29	INTLTigres de Ara…	173	.295/.398/.329	2	114	—
2020	31	INTLCardenales de…	75	.302/.507/.321	0	160	—
2021	32	INTLCardenales de…	30	.214/.241/.250	0	33	—

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	16	ROK	GCL Yankees	—	173	156	49	5	1	3	15	14	2	22	6	314	382	417	798	103	331	8	9	361	82	—	—	—	—	—	—
2006	17	A	Charleston RiverDogs	—	363	319	95	22	1	5	30	66	12	15	5	298	380	420	800	122	360	18	8	360	98	—	—	—	—	—	—
2007	18	A+	Tampa Yankees	—	456	411	126	16	2	5	33	70	10	15	7	307	372	392	764	85	359	15	7	346	99	—	—	—	—	—	—
2008	19	AA	Altoona Curve	—	429	383	104	15	2	6	34	67	7	18	2	272	342	368	710	97	312	16	8	320	91	—	—	—	—	—	—
2009	20	AAA	Indianapolis Indians	—	148	134	37	7	1	3	10	18	2	4	2	276	336	410	746	134	298	12	7	330	93	—	—	—	—	—	—
2009	20	AA	Altoona Curve	—	254	228	69	15	1	2	20	25	5	7	6	303	372	404	775	101	332	10	8	350	112	—	—	—	—	—	—
2010	21	MLB	Pittsburgh Pirates	—	441	405	121	21	4	4	28	57	2	19	7	299	347	400	747	101	339	13	6	331	110	+5	+1	-2	-8	+10	0.6
2010	21	AAA	Indianapolis Indians	—	252	224	69	13	2	3	23	35	2	25	6	308	378	424	802	116	349	14	9	356	102	—	—	—	—	—	—
2010	21	INTL	Caribes de Anzoategui	—	55	41	13	2	0	1	13	4	1	3	0	317	491	439	930	122	333	7	24	427	175	—	—	—	—	—	—
2011	22	MLB	Pittsburgh Pirates	—	382	334	89	18	1	4	40	61	4	16	7	266	352	362	714	96	312	16	10	324	104	+2	+0	-8	-4	+8	-0.2
2011	22	AAA	Indianapolis Indians	—	38	33	11	6	0	0	5	4	0	0	2	333	421	515	936	182	379	11	13	414	136	—	—	—	—	—	—
2012	23	MLB	Pittsburgh Pirates	—	374	333	81	20	3	3	29	58	6	8	12	243	315	348	664	105	287	16	8	297	87	-6	-3	-5	-6	+8	-1.2
2012	23	AAA	Indianapolis Indians	—	173	158	47	9	0	0	10	20	4	5	2	297	355	354	709	57	338	12	6	323	88	—	—	—	—	—	—
2013	24	MLB	Pittsburgh Pirates	—	341	308	87	17	5	6	23	45	5	3	1	282	342	429	771	146	315	13	7	339	116	+7	+0	-6	-4	+7	0.5
2013	24	AAA	Indianapolis Indians	—	32	28	5	1	0	0	3	7	1	1	0	179	281	214	496	36	238	22	9	242	22	—	—	—	—	—	—
2014	25	MLB	Pittsburgh Pirates	—	186	174	49	5	2	0	7	26	2	1	2	282	317	333	650	52	327	14	4	290	82	-4	-1	-4	-4	+4	-0.8
2014	25	AAA	Indianapolis Indians	—	163	146	41	10	0	0	10	14	4	1	2	281	344	349	693	68	304	9	6	312	78	—	—	—	—	—	—
2015	26	MLB	Pittsburgh Pirates	—	41	38	11	0	0	0	2	7	1	0	1	289	341	289	631		355	17	5	295	86	-1	-0	-2	-3	+1	-0.5
2015	26	AAA	Oklahoma City Dodgers	—	264	237	63	10	1	2	24	29	1	3	2	266	336	342	678	76	295	11	9	308	62	—	—	—	—	—	—
2016	27	AAA	Tigres de Quintana Roo	—	229	190	54	9	1	2	29	29	7	4	1	284	398	374	772	89	321	13	13	352	103	—	—	—	—	—	—
2016	27	INTL	Navegantes del Magallanes	—	223	188	69	13	2	4	21	29	12	6	1	367	462	521	983	154	414	13	9	435	180	—	—	—	—	—	—
2017	28	INTL	Navegantes del Magallanes	—	102	88	22	1	0	0	11	11	3	1	1	250	353	261	614	11	286	11	11	296	86	—	—	—	—	—	—
2018	29	INTL	Tigres de Aragua	—	173	146	43	5	0	0	23	24	2	2	1	295	398	329	726	34	347	14	13	337	114	—	—	—	—	—	—
2020	31	INTL	Cardenales de Lara	—	75	53	16	1	0	0	17	7	5	0	0	302	507	321	827	19	348	9	23	405	160	—	—	—	—	—	—
2021	32	INTL	Cardenales de Lara	—	30	28	6	1	0	0	1	6	0	0	0	214	241	250	491	36	261	20	3	217	33	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	1765	1592	438	81	15	17	129	254	20	47	30	275	337	377	714	102	317	14	7	319	102	+4	-3	-27	-29	+38	-1.7
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2005	16	ROK MLE	GCL Yankees	—	173	162	43	4	1	2	9	20	2	22	6	265	312	340	652	74	290	12	5	290	82	—	—	—	—	—	—
2006	17	A MLE	Charleston RiverDogs	—	363	329	90	19	1	4	20	89	12	15	5	274	338	374	712	100	354	25	6	313	98	—	—	—	—	—	—
2007	18	A+ MLE	Tampa Yankees	—	456	421	121	16	2	4	23	99	10	15	7	287	339	363	703	76	365	22	5	314	99	—	—	—	—	—	—
2008	19	AA MLE	Altoona Curve	—	429	392	108	14	2	5	25	82	7	18	2	276	330	360	690	84	327	19	6	303	91	—	—	—	—	—	—
2009	20	AAA MLE	Indianapolis Indians	—	148	137	37	6	1	3	7	22	2	4	2	270	315	394	709	124	296	15	5	306	93	—	—	—	—	—	—
2009	20	AA MLE	Altoona Curve	—	254	235	72	14	1	2	13	30	5	7	6	306	356	400	756	94	345	12	5	334	112	—	—	—	—	—	—
2010	21	MLB MLE	Pittsburgh Pirates	—	441	405	120	20	4	4	28	57	2	19	7	296	345	395	740	99	339	13	6	331	110	+5	+1	-2	-8	+10	0.6
2010	21	AAA MLE	Indianapolis Indians	—	252	231	66	12	2	3	16	43	2	25	6	286	337	394	731	108	333	17	6	319	102	—	—	—	—	—	—
2011	22	MLB MLE	Pittsburgh Pirates	—	382	335	88	17	1	4	39	61	4	16	7	263	347	355	702	93	312	16	10	322	104	+2	+0	-8	-4	+8	-0.2
2011	22	AAA MLE	Indianapolis Indians	—	38	34	11	6	0	0	4	5	0	0	2	324	395	500	895	176	362	13	11	369	136	—	—	—	—	—	—
2012	23	MLB MLE	Pittsburgh Pirates	—	374	333	80	19	3	3	29	58	6	8	12	240	312	342	655	102	287	16	8	296	87	-6	-3	-5	-6	+8	-1.2
2012	23	AAA MLE	Indianapolis Indians	—	173	161	46	9	0	0	7	24	4	5	2	286	331	342	673	56	331	14	4	299	88	—	—	—	—	—	—
2013	24	MLB MLE	Pittsburgh Pirates	—	341	308	86	16	5	6	23	45	5	3	1	279	339	422	761	143	315	13	7	340	116	+7	+0	-6	-4	+7	0.5
2013	24	AAA MLE	Indianapolis Indians	—	32	29	5	1	0	0	2	9	1	1	0	172	250	207	457	34	230	28	6	201	22	—	—	—	—	—	—
2014	25	MLB MLE	Pittsburgh Pirates	—	186	174	49	5	2	0	7	26	2	1	2	282	317	333	650	52	327	14	4	290	82	-4	-1	-4	-4	+4	-0.8
2014	25	AAA MLE	Indianapolis Indians	—	163	149	39	10	0	0	7	17	4	1	2	262	312	329	641	67	281	10	4	283	78	—	—	—	—	—	—
2015	26	MLB MLE	Pittsburgh Pirates	—	41	38	11	0	0	0	2	7	1	0	1	289	341	289	631		355	17	5	296	86	-1	-0	-2	-3	+1	-0.5
2015	26	AAA MLE	Oklahoma City Dodgers	—	264	246	59	9	1	2	15	38	1	3	2	240	286	309	595	69	270	14	6	260	62	—	—	—	—	—	—
2016	27	AAA MLE	Tigres de Quintana Roo	—	229	200	56	9	1	1	19	33	7	4	1	280	363	350	713	70	317	14	8	321	103	—	—	—	—	—	—
2005	16	ROK MLE	GCL Yankees	—	173	162	43	4	1	2	9	20	2	22	6	265	312	340	652	74	293	12	5	290	82	—	—	—	—	—	—
2005	16	ROK RAW	GCL Yankees	—	173	156	49	5	1	3	15	14	2	22	6	314	382	417	798	103	331	8	9	361	82	—	—	—	—	—	—
2006	17	A MLE	Charleston RiverDogs	—	363	329	90	19	1	4	20	89	12	15	5	274	338	374	712	100	361	25	6	313	98	—	—	—	—	—	—
2006	17	A RAW	Charleston RiverDogs	—	363	319	95	22	1	5	30	66	12	15	5	298	380	420	800	122	360	18	8	360	98	—	—	—	—	—	—
2007	18	A+ MLE	Tampa Yankees	—	456	421	121	16	2	4	23	99	10	15	7	287	339	363	703	76	367	22	5	314	99	—	—	—	—	—	—
2007	18	A+ RAW	Tampa Yankees	—	456	411	126	16	2	5	33	70	10	15	7	307	372	392	764	85	359	15	7	346	99	—	—	—	—	—	—
2008	19	AA MLE	Altoona Curve	—	429	392	108	14	2	5	25	82	7	18	2	276	330	360	690	84	333	19	6	303	91	—	—	—	—	—	—
2008	19	AA RAW	Altoona Curve	—	429	383	104	15	2	6	34	67	7	18	2	272	342	368	710	97	312	16	8	320	91	—	—	—	—	—	—
2009	20	AA MLE	2 teams	—	402	372	109	21	2	4	20	52	7	11	8	293	341	392	733	99	330	13	5	324	105	—	—	—	—	—	—
2009	20	AA RAW	2 teams	—	402	362	106	22	2	5	30	43	7	11	8	293	358	406	764	113	320	11	7	342	105	—	—	—	—	—	—
2010	21	MLB MLE	3 teams	—	748	687	201	35	6	7	47	108	5	47	13	293	342	392	734	99	337	14	6	327	107	+6	+4	-2	-8	+16	1.7
2010	21	MLB RAW	3 teams	—	748	670	203	36	6	8	64	96	5	47	13	303	368	410	779	107	342	13	9	347	107	+6	+4	-2	-8	+16	1.7
2011	22	MLB MLE	2 teams	—	420	369	99	23	1	4	43	66	4	16	9	268	351	369	720	100	315	16	10	326	107	+3	-0	-8	-4	+9	-0.1
2011	22	MLB RAW	2 teams	—	420	367	100	24	1	4	45	65	4	16	9	272	358	376	734	104	319	15	11	332	107	+3	-0	-8	-4	+9	-0.1
2012	23	MLB MLE	2 teams	—	547	494	127	28	3	3	36	82	10	13	14	257	320	344	664	87	302	15	7	297	87	-8	-3	-5	-6	+12	-1.0
2012	23	MLB RAW	2 teams	—	547	491	128	29	3	3	39	78	10	13	14	261	328	350	678	90	304	14	7	305	87	-8	-3	-5	-6	+12	-1.0
2013	24	MLB MLE	2 teams	—	373	337	91	17	5	6	25	54	6	4	1	270	332	404	735	134	307	14	7	328	108	+4	+0	-6	-4	+8	0.3
2013	24	MLB RAW	2 teams	—	373	336	92	18	5	6	26	52	6	4	1	274	337	411	748	137	309	14	7	330	108	+4	+0	-6	-4	+8	0.3
2014	25	MLB MLE	2 teams	—	349	323	87	14	2	0	14	43	6	2	4	269	312	325	637	56	305	12	4	287	80	-8	-1	-4	-4	+8	-1.0
2014	25	MLB RAW	2 teams	—	349	320	90	15	2	0	17	40	6	2	4	281	329	341	670	59	316	11	5	300	80	-8	-1	-4	-4	+8	-1.0
2015	26	AAA MLE	2 teams	—	305	284	70	9	1	2	17	45	2	3	3	246	294	306	600	60	286	15	6	265	65	—	—	—	—	—	—
2015	26	AAA RAW	2 teams	—	305	275	74	10	1	2	26	36	2	3	3	269	337	335	671	65	303	12	9	306	65	—	—	—	—	—	—
2016	27	AAA MLE	2 teams	—	452	390	110	17	2	3	38	66	19	10	2	282	374	359	733	77	328	15	8	321	103	—	—	—	—	—	—
2016	27	AAA RAW	2 teams	—	452	378	123	22	3	6	50	58	19	10	2	325	430	447	877	122	367	13	11	393	103	—	—	—	—	—	—
2017	28	INTL MLE	Navegantes del Magallanes	—	102	88	22	1	0	0	11	11	3	1	1	250	353	261	614	11	286	11	11	—	—	—	—	—	—	—	—
2017	28	INTL RAW	Navegantes del Magallanes	—	102	88	22	1	0	0	11	11	3	1	1	250	353	261	614	11	286	11	11	296	86	—	—	—	—	—	—
2018	29	INTL MLE	Tigres de Aragua	—	173	146	43	5	0	0	23	24	2	2	1	295	398	329	726	34	347	14	13	—	—	—	—	—	—	—	—
2018	29	INTL RAW	Tigres de Aragua	—	173	146	43	5	0	0	23	24	2	2	1	295	398	329	726	34	347	14	13	337	114	—	—	—	—	—	—
2020	31	INTL MLE	Cardenales de Lara	—	75	53	16	1	0	0	17	7	5	0	0	302	507	321	827	19	348	9	23	—	—	—	—	—	—	—	—
2020	31	INTL RAW	Cardenales de Lara	—	75	53	16	1	0	0	17	7	5	0	0	302	507	321	827	19	348	9	23	405	160	—	—	—	—	—	—
2021	32	INTL MLE	Cardenales de Lara	—	30	28	6	1	0	0	1	6	0	0	0	214	241	250	491	36	261	20	3	—	—	—	—	—	—	—	—
2021	32	INTL RAW	Cardenales de Lara	—	30	28	6	1	0	0	1	6	0	0	0	214	241	250	491	36	261	20	3	217	33	—	—	—	—	—	—
2005	16	ROK MLE	GCL Yankees	—	173	160	43	4	1	2	9	20	2	22	6	269	312	344	656	75	290	12	5	290	82	—	—	—	—	—	—
2006	17	A MLE	Charleston RiverDogs	—	363	328	90	19	1	4	20	89	12	15	5	274	338	375	713	101	354	25	6	313	98	—	—	—	—	—	—
2007	18	A+ MLE	Tampa Yankees	—	456	420	121	16	2	4	23	99	10	15	7	288	339	364	703	76	365	22	5	314	99	—	—	—	—	—	—
2008	19	AA MLE	Altoona Curve	—	429	394	108	14	2	5	25	82	7	18	2	274	330	358	688	84	327	19	6	303	91	—	—	—	—	—	—
2009	20	AA MLE	2 teams	—	402	372	109	21	2	4	20	52	7	11	8	293	341	392	733	99	327	13	5	324	105	—	—	—	—	—	—
2010	21	MLB MLE	3 teams	—	748	690	201	35	6	7	47	108	5	47	13	291	342	390	732	99	337	14	6	327	107	—	—	—	—	—	—
2011	22	MLB MLE	2 teams	—	420	370	99	23	1	4	43	66	4	16	9	268	351	368	719	100	317	16	10	326	107	—	—	—	—	—	—
2012	23	MLB MLE	2 teams	—	547	496	127	28	3	3	36	82	10	13	14	256	320	343	663	87	301	15	7	297	87	—	—	—	—	—	—
2013	24	MLB MLE	2 teams	—	373	339	91	17	5	6	25	54	6	4	1	268	332	401	733	133	308	14	7	328	108	—	—	—	—	—	—
2014	25	MLB MLE	2 teams	—	349	326	87	14	2	0	14	43	6	2	4	267	312	322	634	55	305	12	4	287	80	—	—	—	—	—	—
2015	26	AAA MLE	2 teams	—	305	283	70	9	1	2	17	45	2	3	3	247	294	307	601	60	281	15	6	265	65	—	—	—	—	—	—
2016	27	AAA MLE	2 teams	—	452	392	110	17	2	3	38	66	19	10	2	281	374	357	731	77	317	15	8	321	103	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	1765	1592	438	81	15	17	129	254	20	47	30	275	337	377	714	102	317	14	7	319	82	+4	-3	-27	-29	+38	-1.7
/ 162G	—	A+C		—	650	586	162	30	6	6	48	94	7	17	11	276	339	379	717	102	320	14	7	319	82	+1	-1	-10	-11	+14	-0.6
Career	—	MLE		—	5397	4875	1343	225	28	44	369	854	100	179	76	275	339	360	699	85	324	16	7	289	82	+4	-3	-27	-29	+38	-1.7
/ 162G	—	MLE		—	650	587	161	27	3	5	44	103	12	22	9	274	337	356	694	82	323	16	7	289	82	+1	-1	-10	-11	+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.

2016 AAATigres de Quintana Roo · 229 PAwOBA .349 → .321 (−28)K% 12.7% → 14.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	12.66%	÷1.042	×1.200	—	—	14.58%
BB% (unintentional) /PA	12.66%	÷1.031	×0.690	—	×0.992	8.41%
HBP% /PA	3.06%	—	×0.940	—	×0.992	2.85%
Singles /BIP	26.09%	÷0.945	×0.930	×1.035	×0.992	26.36%
Doubles /BIP	5.59%	÷0.941	×0.830	×1.035	×0.992	5.06%
Triples /BIP	0.62%	÷0.910	×0.920	×1.035	×0.992	0.64%
Home runs /BIP	1.24%	÷1.105	×0.700	—	×0.992	0.78%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 121, 1B 89, 2B 88, 3B 82, K 108, BB 106 — applied at half strength. Age: age 28 vs a level average of 27.2 → −0.8% on BB/HBP/hit rates (0.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.035.

Result: wOBA .349 → .321; ISO .089 → .078; BABIP .321 → .317. 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 AAAOklahoma City Dodgers · 264 PAwOBA .300 → .260 (−40)K% 11.0% → 14.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	10.98%	÷0.984	×1.290	—	—	14.40%
BB% (unintentional) /PA	8.71%	÷1.095	×0.710	—	×1.003	5.67%
HBP% /PA	0.38%	—	×0.980	—	×1.003	0.37%
Singles /BIP	24.04%	÷1.028	×0.900	×1.050	×1.003	22.17%
Doubles /BIP	4.81%	÷0.965	×0.810	×1.050	×1.003	4.25%
Triples /BIP	0.48%	÷0.941	×0.810	×1.050	×1.003	0.44%
Home runs /BIP	0.96%	÷0.866	×0.780	—	×1.003	0.87%

Factors used: league row PCL. Park (home-season share, regressed): HR 73, 1B 106, 2B 93, 3B 88, K 97, BB 119 — 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 .300 → .260; ISO .076 → .068; BABIP .295 → .270. 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 AAAIndianapolis Indians · 163 PAwOBA .309 → .283 (−26)K% 8.6% → 10.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	8.59%	÷0.968	×1.200	—	—	10.64%
BB% (unintentional) /PA	6.13%	÷0.944	×0.690	—	×1.018	4.57%
HBP% /PA	2.45%	—	×0.940	—	×1.018	2.35%
Singles /BIP	23.48%	÷1.068	×0.930	×1.037	×1.018	21.58%
Doubles /BIP	7.58%	÷0.932	×0.830	×1.037	×1.018	7.12%
Triples /BIP	0.00%	÷1.150	×0.970	×1.037	×1.018	0.00%
Home runs /BIP	0.00%	÷0.854	×0.840	—	×1.018	0.00%

Factors used: league row IL. Park (home-season share, regressed): HR 71, 1B 114, 2B 86, 3B 130, K 94, BB 89 — 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 ×1.037.

Result: wOBA .309 → .283; ISO .068 → .066; BABIP .304 → .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).

2013 AAAIndianapolis Indians · 32 PAwOBA .236 → .201 (−35)K% 21.9% → 28.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	21.88%	÷0.909	×1.200	—	—	28.88%
BB% (unintentional) /PA	9.38%	÷1.012	×0.690	—	×1.033	6.61%
HBP% /PA	3.12%	—	×0.940	—	×1.033	3.03%
Singles /BIP	19.05%	÷0.978	×0.930	—	×1.033	18.70%
Doubles /BIP	4.76%	÷0.954	×0.830	—	×1.033	4.28%
Triples /BIP	0.00%	÷1.080	×0.970	—	×1.033	0.00%
Home runs /BIP	0.00%	÷0.901	×0.840	—	×1.033	0.00%

Factors used: league row IL. Park (home-season share, regressed): HR 80, 1B 96, 2B 91, 3B 116, K 82, BB 102 — 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).

Result: wOBA .236 → .201; ISO .036 → .030; BABIP .238 → .230. 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 AAAIndianapolis Indians · 173 PAwOBA .316 → .299 (−17)K% 11.6% → 13.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	11.56%	÷1.014	×1.200	—	—	13.68%
BB% (unintentional) /PA	5.78%	÷1.043	×0.690	—	×1.048	4.01%
HBP% /PA	2.31%	—	×0.940	—	×1.048	2.28%
Singles /BIP	27.54%	÷1.038	×0.930	×1.047	×1.048	27.06%
Doubles /BIP	6.52%	÷0.945	×0.830	×1.047	×1.048	6.29%
Triples /BIP	0.00%	÷1.150	×0.970	×1.047	×1.048	0.00%
Home runs /BIP	0.00%	÷1.095	×0.840	—	×1.048	0.00%

Factors used: league row IL. Park (home-season share, regressed): HR 119, 1B 108, 2B 89, 3B 130, K 103, BB 109 — 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 ×1.047.

Result: wOBA .316 → .299; ISO .057 → .055; BABIP .338 → .331. 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 AAAIndianapolis Indians · 38 PAwOBA .403 → .369 (−34)K% 10.5% → 12.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	10.53%	÷0.995	×1.200	—	—	12.69%
BB% (unintentional) /PA	13.16%	÷0.978	×0.690	—	×1.050	9.74%
HBP% /PA	0.00%	—	×0.940	—	×1.050	0.00%
Singles /BIP	17.24%	÷1.008	×0.930	—	×1.050	16.70%
Doubles /BIP	20.69%	÷0.927	×0.830	—	×1.050	19.46%
Triples /BIP	0.00%	÷0.984	×0.970	—	×1.050	0.00%
Home runs /BIP	0.00%	÷0.955	×0.840	—	×1.050	0.00%

Factors used: league row IL. Park (home-season share, regressed): HR 91, 1B 102, 2B 85, 3B 97, K 99, BB 96 — 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).

Result: wOBA .403 → .369; ISO .182 → .174; BABIP .379 → .362. 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 AAAIndianapolis Indians · 252 PAwOBA .350 → .319 (−31)K% 13.9% → 17.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.89%	÷0.967	×1.200	—	—	17.23%
BB% (unintentional) /PA	8.73%	÷1.000	×0.690	—	×1.050	6.32%
HBP% /PA	0.79%	—	×0.940	—	×1.050	0.78%
Singles /BIP	26.98%	÷1.067	×0.930	×1.050	×1.050	25.94%
Doubles /BIP	6.88%	÷0.981	×0.830	×1.050	×1.050	6.41%
Triples /BIP	1.06%	÷1.148	×0.970	×1.050	×1.050	0.99%
Home runs /BIP	1.59%	÷1.048	×0.840	—	×1.050	1.34%

Factors used: league row IL. Park (home-season share, regressed): HR 110, 1B 113, 2B 96, 3B 130, K 93, 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 .350 → .319; ISO .116 → .105; BABIP .349 → .333. 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 AAAltoona Curve · 254 PAwOBA .339 → .334 (−5)K% 9.8% → 12.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	9.84%	÷1.000	×1.220	—	—	12.01%
BB% (unintentional) /PA	7.09%	÷1.000	×0.700	—	×1.050	5.21%
HBP% /PA	1.97%	—	×0.850	—	×1.050	1.76%
Singles /BIP	25.12%	÷1.000	×0.970	×1.050	×1.050	26.87%
Doubles /BIP	7.39%	÷1.000	×0.860	×1.050	×1.050	7.01%
Triples /BIP	0.49%	÷1.000	×0.950	×1.050	×1.050	0.52%
Home runs /BIP	0.99%	÷1.000	×0.780	—	×1.050	0.81%

Factors used: league row EL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 21 vs a level average of 24.8 → +5.0% on BB/HBP/hit rates (3.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.

Result: wOBA .339 → .334; ISO .101 → .094; BABIP .332 → .345. 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 — .