Jose Amador

Pos2B

B/TR/R

Born1979-08-20

Age (2027)47

No MLB projection yet. Career stats below are historical.

Overview

INTLLAST SEASON 2021

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2019	39	AAA/INTL2 orgs	359	.275/.374/.395	8	2	91	—	.207/.258/.287
2020	40	INTLSultanes de M…	103	.244/.333/.367	1	0	101	—
2021	41	INTLAguilas de Me…	67	.173/.348/.173	0	0	67	—

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	25	AAA	Vaqueros Laguna	—	509	433	133	35	1	14	62	46	5	7	5	307	400	490	890	182	316	9	12	388	114	—	—	—	—	—	—
2006	26	AAA	Vaqueros Laguna	—	503	432	157	27	1	9	56	44	4	8	11	363	441	493	934	130	384	9	11	409	127	—	—	—	—	—	—
2007	27	AAA	Vaqueros Laguna	—	479	413	127	31	0	10	55	68	2	2	2	308	391	455	847	148	342	14	11	372	97	—	—	—	—	—	—
2008	28	AAA	Rojos del Aguila de Veracruz	—	442	393	106	23	0	4	36	36	7	1	3	270	342	359	701	89	288	8	8	316	65	—	—	—	—	—	—
2009	29	AAA	Rojos del Aguila de Veracruz	—	351	295	87	13	0	5	45	28	4	2	3	295	395	390	785	95	308	8	13	353	85	—	—	—	—	—	—
2010	30	AAA	Saraperos de Saltillo	—	351	309	90	29	0	8	31	41	5	3	1	291	365	463	828	172	311	12	9	362	74	—	—	—	—	—	—
2010	30	INTL	Aguilas de Mexicali	—	76	67	12	1	0	3	8	12	0	0	1	179	267	328	595	149	173	16	11	268	67	—	—	—	—	—	—
2011	31	AAA	Saraperos de Saltillo	—	432	380	135	13	0	18	36	59	9	1	4	355	424	532	955	176	379	14	8	417	107	—	—	—	—	—	—
2011	31	INTL	Naranjeros de Hermosillo	—	201	170	40	13	0	7	22	38	5	0	1	235	340	435	775	200	262	19	11	340	116	—	—	—	—	—	—
2012	32	AAA	Saraperos de Saltillo	—	451	412	133	28	0	22	30	78	3	4	2	323	373	551	924	228	350	17	7	399	81	—	—	—	—	—	—
2012	32	INTL	Naranjeros de Hermosillo	—	185	156	41	9	0	7	21	23	4	1	1	263	363	455	818	192	266	12	11	359	129	—	—	—	—	—	—
2013	33	AAA	Rieleros de Aguascalientes	—	432	353	113	20	0	23	50	59	18	3	4	320	425	572	997	252	326	14	12	428	97	—	—	—	—	—	—
2013	33	INTL	Naranjeros de Hermosillo	—	75	67	22	6	0	0	6	15	1	0	0	328	392	418	810	90	423	20	8	361	131	—	—	—	—	—	—
2014	34	AAA	Rieleros de Aguascalientes	—	458	394	113	23	0	16	50	66	10	3	1	287	379	467	846	180	310	14	11	376	63	—	—	—	—	—	—
2014	34	INTL	Naranjeros de Hermosillo	—	174	155	45	8	0	11	15	34	2	0	1	290	360	555	915	265	306	20	9	394	153	—	—	—	—	—	—
2015	35	AAA	Acereros del Norte	—	447	390	119	21	0	18	41	58	12	5	1	305	387	497	885	192	319	13	9	390	88	—	—	—	—	—	—
2015	35	INTL	Naranjeros de Hermosillo	—	264	217	70	13	0	11	38	36	7	0	1	323	439	535	973	212	343	14	14	428	175	—	—	—	—	—	—
2016	36	AAA	Piratas de Campeche	—	397	320	96	15	1	16	60	43	9	2	3	300	419	503	922	203	303	11	15	404	93	—	—	—	—	—	—
2016	36	INTL	Naranjeros de Hermosillo	—	284	240	66	11	0	15	36	41	4	0	0	275	379	508	887	233	271	14	13	386	147	—	—	—	—	—	—
2017	37	AAA	Acereros del Norte	—	361	305	85	16	0	10	45	55	8	1	0	279	385	430	815	151	309	15	12	366	77	—	—	—	—	—	—
2017	37	INTL	Naranjeros de Hermosillo	—	209	175	42	12	0	6	23	37	9	1	0	240	356	411	767	171	271	18	11	346	120	—	—	—	—	—	—
2018	38	INTL	Charros de Jalisco	—	115	97	23	3	0	3	16	20	0	0	0	237	342	361	703	124	267	17	14	319	102	—	—	—	—	—	—
2019	39	AAA	Acereros del Norte	—	189	169	47	7	0	5	11	42	5	1	0	278	339	408	747	130	336	22	6	330	51	—	—	—	—	—	—
2019	39	INTL	Sultanes de Monterrey	—	170	137	37	6	0	3	30	29	3	1	0	270	412	380	791	109	324	17	18	367	135	—	—	—	—	—	—
2020	40	INTL	Sultanes de Monterrey	—	103	90	22	8	0	1	8	20	4	0	0	244	333	367	700	122	300	19	8	317	101	—	—	—	—	—	—
2021	41	INTL	Aguilas de Mexicali	—	67	52	9	0	0	0	13	9	1	0	0	173	348	173	522		205	13	19	268	67	—	—	—	—	—	—
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2005	25	AAA MLE	Vaqueros Laguna	—	509	451	127	32	1	10	44	55	5	7	5	282	352	424	776	142	293	11	9	336	114	—	—	—	—	—	—
2006	26	AAA MLE	Vaqueros Laguna	—	503	450	149	24	1	7	38	53	4	8	11	331	388	436	824	104	348	11	8	356	127	—	—	—	—	—	—
2007	27	AAA MLE	Vaqueros Laguna	—	479	433	117	27	0	7	35	81	2	2	2	270	328	381	709	111	303	17	7	311	97	—	—	—	—	—	—
2008	28	AAA MLE	Rojos del Aguila de Veracruz	—	442	406	97	19	0	3	23	43	7	1	3	239	291	308	599	69	257	10	5	265	65	—	—	—	—	—	—
2009	29	AAA MLE	Rojos del Aguila de Veracruz	—	351	311	80	11	0	4	29	34	4	2	3	257	328	331	660	74	269	10	8	294	85	—	—	—	—	—	—
2010	30	AAA MLE	Saraperos de Saltillo	—	351	321	75	22	0	6	19	48	5	3	1	234	287	358	645	125	246	14	5	278	74	—	—	—	—	—	—
2011	31	AAA MLE	Saraperos de Saltillo	—	432	395	113	10	0	13	21	74	9	1	4	286	336	410	747	124	312	17	5	327	107	—	—	—	—	—	—
2012	32	AAA MLE	Saraperos de Saltillo	—	451	426	103	21	0	15	16	101	3	4	2	242	274	397	671	155	275	22	4	288	81	—	—	—	—	—	—
2013	33	AAA MLE	Rieleros de Aguascalientes	—	432	379	93	15	0	13	29	76	18	3	4	245	329	388	717	142	263	18	7	311	97	—	—	—	—	—	—
2014	34	AAA MLE	Rieleros de Aguascalientes	—	458	415	86	16	0	9	31	85	10	3	1	207	279	311	589	104	236	19	7	262	63	—	—	—	—	—	—
2015	35	AAA MLE	Acereros del Norte	—	447	407	100	16	0	12	25	65	12	5	1	246	309	373	682	128	262	15	6	299	88	—	—	—	—	—	—
2016	36	AAA MLE	Piratas de Campeche	—	397	348	81	11	1	10	37	54	9	2	3	233	322	356	679	124	244	14	9	305	93	—	—	—	—	—	—
2017	37	AAA MLE	Acereros del Norte	—	361	321	71	13	0	7	29	66	8	1	0	221	302	327	629	106	252	18	8	282	77	—	—	—	—	—	—
2019	39	AAA MLE	Acereros del Norte	—	189	174	36	5	0	3	7	51	5	1	0	207	258	287	545	80	260	27	4	244	51	—	—	—	—	—	—
2005	25	AAA MLE	Vaqueros Laguna	—	509	451	127	32	1	10	44	55	5	7	5	282	352	424	776	142	300	11	9	336	114	—	—	—	—	—	—
2005	25	AAA RAW	Vaqueros Laguna	—	509	433	133	35	1	14	62	46	5	7	5	307	400	490	890	182	316	9	12	388	114	—	—	—	—	—	—
2006	26	AAA MLE	Vaqueros Laguna	—	503	450	149	24	1	7	38	53	4	8	11	331	388	436	824	104	359	11	8	356	127	—	—	—	—	—	—
2006	26	AAA RAW	Vaqueros Laguna	—	503	432	157	27	1	9	56	44	4	8	11	363	441	493	934	130	384	9	11	409	127	—	—	—	—	—	—
2007	27	AAA MLE	Vaqueros Laguna	—	479	433	117	27	0	7	35	81	2	2	2	270	328	381	709	111	312	17	7	311	97	—	—	—	—	—	—
2007	27	AAA RAW	Vaqueros Laguna	—	479	413	127	31	0	10	55	68	2	2	2	308	391	455	847	148	342	14	11	372	97	—	—	—	—	—	—
2008	28	AAA MLE	Rojos del Aguila de Veracruz	—	442	406	97	19	0	3	23	43	7	1	3	239	291	308	599	69	260	10	5	265	65	—	—	—	—	—	—
2008	28	AAA RAW	Rojos del Aguila de Veracruz	—	442	393	106	23	0	4	36	36	7	1	3	270	342	359	701	89	288	8	8	316	65	—	—	—	—	—	—
2009	29	AAA MLE	Rojos del Aguila de Veracruz	—	351	311	80	11	0	4	29	34	4	2	3	257	328	331	660	74	274	10	8	294	85	—	—	—	—	—	—
2009	29	AAA RAW	Rojos del Aguila de Veracruz	—	351	295	87	13	0	5	45	28	4	2	3	295	395	390	785	95	308	8	13	353	85	—	—	—	—	—	—
2010	30	AAA MLE	2 teams	—	427	392	91	27	0	7	23	58	5	3	2	232	283	355	638	122	254	14	5	278	74	—	—	—	—	—	—
2010	30	AAA RAW	2 teams	—	427	376	102	30	0	11	39	53	5	3	2	271	348	439	786	168	288	12	9	345	74	—	—	—	—	—	—
2011	31	AAA MLE	2 teams	—	633	577	166	15	0	20	31	108	14	1	5	288	339	418	757	130	320	17	5	327	107	—	—	—	—	—	—
2011	31	AAA RAW	2 teams	—	633	550	175	26	0	25	58	97	14	1	5	318	397	502	899	184	345	15	9	392	107	—	—	—	—	—	—
2012	32	AAA MLE	2 teams	—	636	597	146	30	0	21	23	142	7	5	3	245	281	400	681	156	283	22	4	288	81	—	—	—	—	—	—
2012	32	AAA RAW	2 teams	—	636	568	174	37	0	29	51	101	7	5	3	306	370	525	895	218	326	16	8	387	81	—	—	—	—	—	—
2013	33	AAA MLE	2 teams	—	507	447	108	17	0	15	34	90	19	3	4	242	322	380	702	139	268	18	7	311	97	—	—	—	—	—	—
2013	33	AAA RAW	2 teams	—	507	420	135	26	0	23	56	74	19	3	4	321	420	548	968	226	341	15	11	418	97	—	—	—	—	—	—
2014	34	AAA MLE	2 teams	—	632	574	118	22	0	12	42	118	12	3	2	206	274	307	581	101	238	19	7	262	63	—	—	—	—	—	—
2014	34	AAA RAW	2 teams	—	632	549	158	31	0	27	65	100	12	3	2	288	374	492	866	204	309	16	10	381	63	—	—	—	—	—	—
2015	35	AAA MLE	2 teams	—	711	647	159	25	0	19	40	104	19	5	2	246	309	372	681	127	265	15	6	299	88	—	—	—	—	—	—
2015	35	AAA RAW	2 teams	—	711	607	189	34	0	29	79	94	19	5	2	311	407	511	917	199	327	13	11	404	88	—	—	—	—	—	—
2016	36	AAA MLE	2 teams	—	681	598	139	19	2	17	63	92	13	2	3	232	319	356	675	124	246	14	9	305	93	—	—	—	—	—	—
2016	36	AAA RAW	2 teams	—	681	560	162	26	1	31	96	84	13	2	3	289	402	505	907	216	290	12	14	397	93	—	—	—	—	—	—
2017	37	AAA MLE	2 teams	—	570	503	113	21	0	11	46	105	17	2	0	225	311	332	643	107	261	18	8	282	77	—	—	—	—	—	—
2017	37	AAA RAW	2 teams	—	570	480	127	28	0	16	68	92	17	2	0	265	375	423	797	158	295	16	12	358	77	—	—	—	—	—	—
2018	38	INTL MLE	Charros de Jalisco	—	115	97	23	3	0	3	16	20	0	0	0	237	342	361	703	124	267	17	14	—	—	—	—	—	—	—	—
2018	38	INTL RAW	Charros de Jalisco	—	115	97	23	3	0	3	16	20	0	0	0	237	342	361	703	124	267	17	14	319	102	—	—	—	—	—	—
2019	39	AAA MLE	2 teams	—	359	335	68	9	0	6	13	97	8	2	0	203	250	284	534	81	264	27	4	244	51	—	—	—	—	—	—
2019	39	AAA RAW	2 teams	—	359	306	84	13	0	8	41	71	8	2	0	275	374	395	769	121	330	20	11	348	51	—	—	—	—	—	—
2020	40	INTL MLE	Sultanes de Monterrey	—	103	90	22	8	0	1	8	20	4	0	0	244	333	367	700	122	300	19	8	—	—	—	—	—	—	—	—
2020	40	INTL RAW	Sultanes de Monterrey	—	103	90	22	8	0	1	8	20	4	0	0	244	333	367	700	122	300	19	8	317	101	—	—	—	—	—	—
2021	41	INTL MLE	Aguilas de Mexicali	—	67	52	9	0	0	0	13	9	1	0	0	173	348	173	522		205	13	19	—	—	—	—	—	—	—	—
2021	41	INTL RAW	Aguilas de Mexicali	—	67	52	9	0	0	0	13	9	1	0	0	173	348	173	522		205	13	19	268	67	—	—	—	—	—	—
2005	25	AAA MLE	Vaqueros Laguna	—	509	455	127	32	1	10	44	55	5	7	5	279	352	420	772	141	293	11	9	336	114	—	—	—	—	—	—
2006	26	AAA MLE	Vaqueros Laguna	—	503	456	149	24	1	7	38	53	4	8	11	327	388	430	818	103	348	11	8	356	127	—	—	—	—	—	—
2007	27	AAA MLE	Vaqueros Laguna	—	479	439	117	27	0	7	35	81	2	2	2	267	328	376	704	109	303	17	7	311	97	—	—	—	—	—	—
2008	28	AAA MLE	Rojos del Aguila de Veracruz	—	442	409	97	19	0	3	23	43	7	1	3	237	291	306	597	68	257	10	5	265	65	—	—	—	—	—	—
2009	29	AAA MLE	Rojos del Aguila de Veracruz	—	351	315	80	11	0	4	29	34	4	2	3	254	328	327	655	73	269	10	8	294	85	—	—	—	—	—	—
2010	30	AAA MLE	2 teams	—	427	396	91	27	0	7	23	58	5	3	2	230	283	351	634	121	246	14	5	278	74	—	—	—	—	—	—
2011	31	AAA MLE	2 teams	—	633	583	166	15	0	20	31	108	14	1	5	285	339	413	753	129	312	17	5	327	107	—	—	—	—	—	—
2012	32	AAA MLE	2 teams	—	636	601	146	30	0	21	23	142	7	5	3	243	281	398	678	155	275	22	4	288	81	—	—	—	—	—	—
2013	33	AAA MLE	2 teams	—	507	449	108	17	0	15	34	90	19	3	4	241	322	379	701	138	263	18	7	311	97	—	—	—	—	—	—
2014	34	AAA MLE	2 teams	—	632	573	118	22	0	12	42	118	12	3	2	206	274	307	581	101	236	19	7	262	63	—	—	—	—	—	—
2015	35	AAA MLE	2 teams	—	711	646	159	25	0	19	40	104	19	5	2	246	309	373	682	127	262	15	6	299	88	—	—	—	—	—	—
2016	36	AAA MLE	2 teams	—	681	600	139	19	2	17	63	92	13	2	3	232	319	355	674	123	244	14	9	305	93	—	—	—	—	—	—
2017	37	AAA MLE	2 teams	—	570	502	113	21	0	11	46	105	17	2	0	225	311	333	644	108	252	18	8	282	77	—	—	—	—	—	—
2019	39	AAA MLE	2 teams	—	359	335	68	9	0	6	13	97	8	2	0	203	250	284	534	81	260	27	4	244	51	—	—	—	—	—	—
▸ Career Totals
Career	—	MLE		—	7725	6960	1732	309	4	163	521	1229	141	46	45	249	314	365	679	116	278	16	7	287	81	-178	-9	+0	+28	+167	0.8
/ 162G	—	MLE		—	650	586	146	26	0	14	44	103	12	4	4	249	315	365	680	116	278	16	7	287	81	-15	-1	+0	+2	+14	0.1

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 AAAAcereros del Norte · 189 PAwOBA .325 → .244 (−80)K% 22.2% → 27.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	22.22%	÷0.988	×1.200	—	—	26.99%
BB% (unintentional) /PA	5.29%	÷0.960	×0.690	—	×0.940	3.58%
HBP% /PA	2.65%	—	×0.940	—	×0.940	2.34%
Singles /BIP	27.56%	÷1.036	×0.930	×0.950	×0.940	22.10%
Doubles /BIP	5.51%	÷1.048	×0.830	×0.950	×0.940	3.90%
Triples /BIP	0.00%	÷0.922	×0.920	×0.950	×0.940	0.00%
Home runs /BIP	3.94%	÷1.015	×0.700	—	×0.940	2.55%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 103, 1B 107, 2B 110, 3B 84, K 98, BB 92 — applied at half strength. Age: age 40 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (12.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.

Result: wOBA .325 → .244; ISO .130 → .087; BABIP .336 → .260. 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 AAAAcereros del Norte · 361 PAwOBA .359 → .282 (−77)K% 15.2% → 18.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.24%	÷0.996	×1.200	—	—	18.37%
BB% (unintentional) /PA	12.19%	÷0.985	×0.690	—	×0.940	8.02%
HBP% /PA	2.22%	—	×0.940	—	×0.940	1.96%
Singles /BIP	23.60%	÷1.025	×0.930	×0.981	×0.940	19.73%
Doubles /BIP	6.40%	÷0.958	×0.830	×0.981	×0.940	5.11%
Triples /BIP	0.00%	÷1.109	×0.920	×0.981	×0.940	0.00%
Home runs /BIP	4.00%	÷0.969	×0.700	—	×0.940	2.72%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 94, 1B 105, 2B 92, 3B 122, K 99, BB 97 — applied at half strength. Age: age 38 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (10.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.981.

Result: wOBA .359 → .282; ISO .151 → .112; BABIP .309 → .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).

2016 AAAPiratas de Campeche · 397 PAwOBA .394 → .305 (−90)K% 10.8% → 13.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	10.83%	÷0.966	×1.200	—	—	13.46%
BB% (unintentional) /PA	14.11%	÷0.984	×0.690	—	×0.940	9.30%
HBP% /PA	2.27%	—	×0.940	—	×0.940	2.00%
Singles /BIP	23.10%	÷0.989	×0.930	×0.966	×0.940	19.71%
Doubles /BIP	5.42%	÷1.075	×0.830	×0.966	×0.940	3.80%
Triples /BIP	0.36%	÷0.900	×0.920	×0.966	×0.940	0.33%
Home runs /BIP	5.78%	÷1.132	×0.700	—	×0.940	3.36%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 126, 1B 98, 2B 115, 3B 80, K 93, BB 97 — applied at half strength. Age: age 37 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (9.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.966.

Result: wOBA .394 → .305; ISO .203 → .136; BABIP .303 → .244. 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 AAAAcereros del Norte · 447 PAwOBA .380 → .299 (−81)K% 13.0% → 14.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	12.98%	÷1.063	×1.200	—	—	14.65%
BB% (unintentional) /PA	8.50%	÷0.979	×0.690	—	×0.940	5.63%
HBP% /PA	2.68%	—	×0.940	—	×0.940	2.37%
Singles /BIP	24.10%	÷0.988	×0.930	×0.981	×0.940	20.90%
Doubles /BIP	6.33%	÷1.051	×0.830	×0.981	×0.940	4.60%
Triples /BIP	0.00%	÷1.150	×0.920	×0.981	×0.940	0.00%
Home runs /BIP	5.42%	÷1.052	×0.700	—	×0.940	3.39%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 110, 1B 98, 2B 110, 3B 130, K 113, BB 96 — applied at half strength. Age: age 36 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (8.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.981.

Result: wOBA .380 → .299; ISO .192 → .131; BABIP .319 → .262. 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 AAARieleros de Aguascalientes · 458 PAwOBA .365 → .262 (−104)K% 14.4% → 18.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	14.41%	÷0.929	×1.200	—	—	18.62%
BB% (unintentional) /PA	10.48%	÷1.010	×0.690	—	×0.940	6.73%
HBP% /PA	2.18%	—	×0.940	—	×0.940	1.93%
Singles /BIP	22.56%	÷1.032	×0.930	×0.960	×0.940	18.33%
Doubles /BIP	7.01%	÷1.105	×0.830	×0.960	×0.940	4.75%
Triples /BIP	0.00%	÷1.150	×0.920	×0.960	×0.940	0.00%
Home runs /BIP	4.88%	÷1.197	×0.700	—	×0.940	2.68%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 139, 1B 106, 2B 121, 3B 130, K 86, BB 102 — applied at half strength. Age: age 35 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (7.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.960.

Result: wOBA .365 → .262; ISO .180 → .108; BABIP .310 → .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).

2013 AAARieleros de Aguascalientes · 432 PAwOBA .422 → .311 (−110)K% 13.7% → 17.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.66%	÷0.924	×1.200	—	—	17.74%
BB% (unintentional) /PA	11.57%	÷1.096	×0.690	—	×0.940	6.85%
HBP% /PA	4.17%	—	×0.940	—	×0.940	3.68%
Singles /BIP	23.81%	÷0.957	×0.930	×0.963	×0.940	20.93%
Doubles /BIP	6.80%	÷1.089	×0.830	×0.963	×0.940	4.69%
Triples /BIP	0.00%	÷1.150	×0.920	×0.963	×0.940	0.00%
Home runs /BIP	7.82%	÷1.235	×0.700	—	×0.940	4.17%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 147, 1B 91, 2B 118, 3B 130, K 85, BB 119 — 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 ×0.963.

Result: wOBA .422 → .311; ISO .252 → .151; BABIP .326 → .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 AAASaraperos de Saltillo · 451 PAwOBA .391 → .288 (−103)K% 17.3% → 22.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	17.29%	÷0.928	×1.200	—	—	22.36%
BB% (unintentional) /PA	6.21%	÷1.136	×0.690	—	×0.942	3.55%
HBP% /PA	0.67%	—	×0.940	—	×0.942	0.59%
Singles /BIP	24.85%	÷1.036	×0.930	×0.968	×0.942	20.35%
Doubles /BIP	8.38%	÷1.003	×0.830	×0.968	×0.942	6.33%
Triples /BIP	0.00%	÷1.150	×0.920	×0.968	×0.942	0.00%
Home runs /BIP	6.59%	÷0.984	×0.700	—	×0.942	4.41%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 97, 1B 107, 2B 101, 3B 130, K 86, BB 127 — 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 ×0.968.

Result: wOBA .391 → .288; ISO .228 → .157; BABIP .350 → .275. 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 AAASaraperos de Saltillo · 432 PAwOBA .410 → .327 (−83)K% 13.7% → 17.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.66%	÷0.956	×1.200	—	—	17.14%
BB% (unintentional) /PA	8.10%	÷1.079	×0.690	—	×0.952	4.93%
HBP% /PA	2.08%	—	×0.940	—	×0.952	1.86%
Singles /BIP	32.40%	÷1.049	×0.930	×0.998	×0.952	27.30%
Doubles /BIP	4.05%	÷1.008	×0.830	×0.998	×0.952	3.17%
Triples /BIP	0.00%	÷1.150	×0.920	×0.998	×0.952	0.00%
Home runs /BIP	5.61%	÷0.920	×0.700	—	×0.952	4.06%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 84, 1B 110, 2B 102, 3B 130, K 91, BB 116 — 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 ×0.998.

Result: wOBA .410 → .327; ISO .176 → .133; BABIP .379 → .312. 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 — .