Ramon Orantes

PosDH

B/TR/R

Born1973-12-05

Age (2027)53

No MLB projection yet. Career stats below are historical.

Overview

AAALAST SEASON 2016

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2014	40	AAA/INTL2 orgs	359	.301/.359/.348	1	2	81	—	.269/.311/.302
2015	41	AAA/INTL2 orgs	371	.288/.325/.406	7	2	75	—	.243/.271/.332
2016	42	AAA/INTL2 orgs	53	.132/.132/.132	0	0	-41	—	.065/.065/.065

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	31	AAA	Sultanes de Monterrey	—	264	233	74	13	0	4	20	29	3	1	2	318	379	425	804	107	345	11	8	351	92	—	—	—	—	—	—
2006	32	AAA	Sultanes de Monterrey	—	358	333	117	20	3	5	13	24	3	3	3	351	381	474	856	123	364	7	4	371	105	—	—	—	—	—	—
2007	33	AAA	Dorados de Chihuahua	—	375	330	116	22	1	10	33	37	7	2	2	352	422	515	937	164	369	10	9	411	118	—	—	—	—	—	—
2008	34	AAA	Dorados de Chihuahua	—	410	369	120	16	0	10	31	41	8	1	1	325	390	450	840	125	344	10	8	375	96	—	—	—	—	—	—
2009	35	AAA	Dorados de Chihuahua	—	419	393	131	23	2	11	18	40	5	0	1	333	370	486	856	153	348	10	4	377	97	—	—	—	—	—	—
2010	36	AAA	Dorados de Chihuahua	—	451	408	133	18	4	11	31	50	7	2	0	326	383	471	854	145	348	11	7	376	89	—	—	—	—	—	—
2010	36	INTL	Caneros de los Mochis	—	235	220	71	18	0	14	10	29	4	1	2	323	363	595	959	273	320	12	4	415	167	—	—	—	—	—	—
2011	37	AAA	Olmecas de Tabasco	—	383	351	128	13	0	8	20	43	6	0	0	365	408	470	879	105	395	11	5	388	110	—	—	—	—	—	—
2011	37	INTL	Caneros de los Mochis	—	257	234	64	5	0	8	15	40	5	0	1	274	331	397	728	124	298	16	6	324	106	—	—	—	—	—	—
2012	38	AAA	Olmecas de Tabasco	—	396	361	122	18	2	6	28	42	5	4	4	338	393	449	842	111	369	11	7	376	96	—	—	—	—	—	—
2012	38	INTL	Caneros de los Mochis	—	169	156	42	5	0	5	8	25	2	0	2	269	313	397	711	128	289	15	5	313	98	—	—	—	—	—	—
2013	39	AAA	Olmecas de Tabasco	—	363	325	101	18	0	6	25	49	6	1	5	311	371	422	792	111	348	13	7	350	80	—	—	—	—	—	—
2013	39	INTL	Caneros de los Mochis	—	122	110	33	5	0	4	9	21	1	0	0	300	355	455	810	155	337	17	7	356	127	—	—	—	—	—	—
2014	40	AAA	Olmecas de Tabasco	—	231	205	62	8	0	0	18	32	2	2	1	302	364	341	706	39	352	14	8	317	70	—	—	—	—	—	—
2014	40	INTL	Caneros de los Mochis	—	128	117	35	4	0	1	8	18	1	0	0	299	349	359	708	60	343	14	6	318	101	—	—	—	—	—	—
2015	41	AAA	Saraperos de Saltillo	—	274	256	73	10	1	7	10	36	3	0	2	285	320	414	734	129	306	13	4	321	63	—	—	—	—	—	—
2015	41	INTL	Caneros de los Mochis	—	97	91	27	6	1	0	4	16	2	2	0	297	340	385	725	88	360	16	4	327	107	—	—	—	—	—	—
2016	42	AAA	Saraperos de Saltillo	—	31	31	3	0	0	0	0	7	0	0	0	97	97	97	194		125	23	0	88	-68	—	—	—	—	—	—
2016	42	INTL	Caneros de los Mochis	—	22	22	4	0	0	0	0	7	0	0	0	182	182	182	364		267	32	0	165	-2	—	—	—	—	—	—
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2005	31	AAA MLE	Sultanes de Monterrey	—	264	240	69	11	0	3	13	35	3	1	2	287	332	371	703	83	312	13	5	304	92	—	—	—	—	—	—
2006	32	AAA MLE	Sultanes de Monterrey	—	358	339	108	17	3	3	7	29	3	3	3	319	338	413	751	94	326	8	2	323	105	—	—	—	—	—	—
2007	33	AAA MLE	Dorados de Chihuahua	—	375	342	106	19	1	7	21	44	7	2	2	310	362	433	795	123	328	12	6	342	118	—	—	—	—	—	—
2008	34	AAA MLE	Dorados de Chihuahua	—	410	382	108	13	0	7	18	49	8	1	1	283	328	372	700	89	307	12	4	310	96	—	—	—	—	—	—
2009	35	AAA MLE	Dorados de Chihuahua	—	419	400	116	19	2	7	11	48	5	0	1	290	317	400	717	110	309	11	3	311	97	—	—	—	—	—	—
2010	36	AAA MLE	Dorados de Chihuahua	—	451	421	115	16	4	7	18	58	7	2	0	273	314	380	694	107	294	13	4	300	89	—	—	—	—	—	—
2011	37	AAA MLE	Olmecas de Tabasco	—	383	360	115	11	0	6	11	53	6	0	0	319	350	400	750	81	351	14	3	331	110	—	—	—	—	—	—
2012	38	AAA MLE	Olmecas de Tabasco	—	396	375	109	15	2	4	14	51	5	4	4	291	325	373	698	83	325	13	4	310	96	—	—	—	—	—	—
2013	39	AAA MLE	Olmecas de Tabasco	—	363	337	90	15	0	5	13	61	6	1	5	267	306	356	662	89	301	17	4	287	80	—	—	—	—	—	—
2014	40	AAA MLE	Olmecas de Tabasco	—	231	212	57	7	0	0	11	41	2	2	1	269	311	302	613	33	316	18	5	272	70	—	—	—	—	—	—
2015	41	AAA MLE	Saraperos de Saltillo	—	274	259	63	9	1	4	7	44	3	0	2	243	271	332	603	89	269	16	3	262	63	—	—	—	—	—	—
2016	42	AAA MLE	Saraperos de Saltillo	—	31	31	2	0	0	0	0	9	0	0	0	65	65	65	129		109	29	0	68	-68	—	—	—	—	—	—
2005	31	AAA MLE	Sultanes de Monterrey	—	264	240	69	11	0	3	13	35	3	1	2	287	332	371	703	83	322	13	5	304	92	—	—	—	—	—	—
2005	31	AAA RAW	Sultanes de Monterrey	—	264	233	74	13	0	4	20	29	3	1	2	318	379	425	804	107	345	11	8	351	92	—	—	—	—	—	—
2006	32	AAA MLE	Sultanes de Monterrey	—	358	339	108	17	3	3	7	29	3	3	3	319	338	413	751	94	338	8	2	323	105	—	—	—	—	—	—
2006	32	AAA RAW	Sultanes de Monterrey	—	358	333	117	20	3	5	13	24	3	3	3	351	381	474	856	123	364	7	4	371	105	—	—	—	—	—	—
2007	33	AAA MLE	Dorados de Chihuahua	—	375	342	106	19	1	7	21	44	7	2	2	310	362	433	795	123	336	12	6	342	118	—	—	—	—	—	—
2007	33	AAA RAW	Dorados de Chihuahua	—	375	330	116	22	1	10	33	37	7	2	2	352	422	515	937	164	369	10	9	411	118	—	—	—	—	—	—
2008	34	AAA MLE	Dorados de Chihuahua	—	410	382	108	13	0	7	18	49	8	1	1	283	328	372	700	89	308	12	4	310	96	—	—	—	—	—	—
2008	34	AAA RAW	Dorados de Chihuahua	—	410	369	120	16	0	10	31	41	8	1	1	325	390	450	840	125	344	10	8	375	96	—	—	—	—	—	—
2009	35	AAA MLE	Dorados de Chihuahua	—	419	400	116	19	2	7	11	48	5	0	1	290	317	400	717	110	313	11	3	311	97	—	—	—	—	—	—
2009	35	AAA RAW	Dorados de Chihuahua	—	419	393	131	23	2	11	18	40	5	0	1	333	370	486	856	153	348	10	4	377	97	—	—	—	—	—	—
2010	36	AAA MLE	2 teams	—	686	642	174	24	6	10	27	88	11	3	2	271	312	374	686	103	299	13	4	300	89	—	—	—	—	—	—
2010	36	AAA RAW	2 teams	—	686	628	204	36	4	25	41	79	11	3	2	325	376	514	891	189	338	12	6	389	89	—	—	—	—	—	—
2011	37	AAA MLE	2 teams	—	640	602	193	18	0	11	18	88	11	0	1	321	352	405	757	85	358	14	3	331	110	—	—	—	—	—	—
2011	37	AAA RAW	2 teams	—	640	585	192	18	0	16	35	83	11	0	1	328	377	441	818	113	358	13	5	362	110	—	—	—	—	—	—
2012	38	AAA MLE	2 teams	—	565	533	156	22	3	6	20	73	7	4	6	293	327	379	706	86	328	13	4	310	96	—	—	—	—	—	—
2012	38	AAA RAW	2 teams	—	565	517	164	23	2	11	36	67	7	4	6	317	370	433	803	116	346	12	6	357	96	—	—	—	—	—	—
2013	39	AAA MLE	2 teams	—	485	453	120	20	0	6	17	81	7	1	5	265	302	349	651	84	308	17	4	287	80	—	—	—	—	—	—
2013	39	AAA RAW	2 teams	—	485	435	134	23	0	10	34	70	7	1	5	308	367	430	797	122	345	14	7	352	80	—	—	—	—	—	—
2014	40	AAA MLE	2 teams	—	359	331	89	11	0	0	17	64	3	2	1	269	311	302	613	33	328	18	5	272	70	—	—	—	—	—	—
2014	40	AAA RAW	2 teams	—	359	322	97	12	0	1	26	50	3	2	1	301	359	348	707	47	349	14	7	317	70	—	—	—	—	—	—
2015	41	AAA MLE	2 teams	—	371	351	86	12	1	6	10	59	5	2	2	245	276	336	612	91	277	16	3	262	63	—	—	—	—	—	—
2015	41	AAA RAW	2 teams	—	371	347	100	16	2	7	14	52	5	2	2	288	325	406	731	118	320	14	4	323	63	—	—	—	—	—	—
2016	42	AAA MLE	2 teams	—	53	53	4	0	0	0	0	15	0	0	0	75	75	75	151		105	28	0	68	-68	—	—	—	—	—	—
2016	42	AAA RAW	2 teams	—	53	53	7	0	0	0	0	14	0	0	0	132	132	132	264		179	26	0	120	-68	—	—	—	—	—	—
2005	31	AAA MLE	Sultanes de Monterrey	—	264	246	69	11	0	3	13	35	3	1	2	280	332	362	694	81	312	13	5	304	92	—	—	—	—	—	—
2006	32	AAA MLE	Sultanes de Monterrey	—	358	345	108	17	3	3	7	29	3	3	3	313	338	406	744	93	326	8	2	323	105	—	—	—	—	—	—
2007	33	AAA MLE	Dorados de Chihuahua	—	375	344	106	19	1	7	21	44	7	2	2	308	362	430	792	122	328	12	6	342	118	—	—	—	—	—	—
2008	34	AAA MLE	Dorados de Chihuahua	—	410	381	108	13	0	7	18	49	8	1	1	283	328	373	701	89	307	12	4	310	96	—	—	—	—	—	—
2009	35	AAA MLE	Dorados de Chihuahua	—	419	400	116	19	2	7	11	48	5	0	1	290	317	400	717	110	309	11	3	311	97	—	—	—	—	—	—
2010	36	AAA MLE	2 teams	—	686	643	174	24	6	10	27	88	11	3	2	271	312	373	685	103	294	13	4	300	89	—	—	—	—	—	—
2011	37	AAA MLE	2 teams	—	640	606	193	18	0	11	18	88	11	0	1	318	352	403	754	84	351	14	3	331	110	—	—	—	—	—	—
2012	38	AAA MLE	2 teams	—	565	533	156	22	3	6	20	73	7	4	6	293	327	379	706	86	325	13	4	310	96	—	—	—	—	—	—
2013	39	AAA MLE	2 teams	—	485	458	120	20	0	6	17	81	7	1	5	262	302	345	647	83	301	17	4	287	80	—	—	—	—	—	—
2014	40	AAA MLE	2 teams	—	359	336	89	11	0	0	17	64	3	2	1	265	311	298	608	33	316	18	5	272	70	—	—	—	—	—	—
2015	41	AAA MLE	2 teams	—	371	353	86	12	1	6	10	59	5	2	2	244	276	334	610	91	269	16	3	262	63	—	—	—	—	—	—
2016	42	AAA MLE	2 teams	—	53	53	4	0	0	0	0	15	0	0	0	75	75	75	151		109	28	0	68	-68	—	—	—	—	—	—
▸ Career Totals
Career	—	MLE		—	4985	4668	1329	186	16	66	179	673	70	19	26	285	321	374	695	89	318	14	4	303	91	-51	-7	+0	-125	+108	-7.6
/ 162G	—	MLE		—	650	609	173	24	2	9	23	88	9	2	3	284	320	374	694	90	317	14	4	303	91	-7	-1	+0	-16	+14	-1.0

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.

2016 AAASaraperos de Saltillo · 31 PAwOBA .085 → .068 (−17)K% 22.6% → 28.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	22.58%	÷0.948	×1.200	—	—	28.57%
BB% (unintentional) /PA	0.00%	÷1.047	×0.690	—	×0.940	0.00%
HBP% /PA	0.00%	—	×0.940	—	×0.940	0.00%
Singles /BIP	12.50%	÷1.007	×0.930	—	×0.940	10.85%
Doubles /BIP	0.00%	÷1.154	×0.830	—	×0.940	0.00%
Triples /BIP	0.00%	÷1.059	×0.920	—	×0.940	0.00%
Home runs /BIP	0.00%	÷0.966	×0.700	—	×0.940	0.00%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 93, 1B 101, 2B 131, 3B 112, K 90, BB 109 — applied at half strength. Age: age 43 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (15.8 yr older than average).

Result: wOBA .085 → .068; ISO .000 → .000; BABIP .125 → .109. 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 AAASaraperos de Saltillo · 274 PAwOBA .316 → .262 (−53)K% 13.1% → 15.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.14%	÷0.989	×1.200	—	—	15.95%
BB% (unintentional) /PA	3.65%	÷0.903	×0.690	—	×0.940	2.62%
HBP% /PA	1.09%	—	×0.940	—	×0.940	0.97%
Singles /BIP	25.00%	÷1.024	×0.930	×1.050	×0.940	22.40%
Doubles /BIP	4.55%	÷0.948	×0.830	×1.050	×0.940	3.93%
Triples /BIP	0.45%	÷0.900	×0.920	×1.050	×0.940	0.46%
Home runs /BIP	3.18%	÷1.099	×0.700	—	×0.940	1.91%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 120, 1B 105, 2B 90, 3B 80, K 98, BB 81 — applied at half strength. Age: age 42 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (14.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.

Result: wOBA .316 → .262; ISO .129 → .091; BABIP .306 → .269. 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 AAAOlmecas de Tabasco · 231 PAwOBA .310 → .272 (−38)K% 13.9% → 17.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.85%	÷0.939	×1.200	—	—	17.69%
BB% (unintentional) /PA	6.93%	÷0.980	×0.690	—	×0.940	4.58%
HBP% /PA	0.87%	—	×0.940	—	×0.940	0.77%
Singles /BIP	31.21%	÷1.013	×0.930	×1.050	×0.940	28.28%
Doubles /BIP	4.62%	÷0.974	×0.830	×1.050	×0.940	3.89%
Triples /BIP	0.00%	÷1.000	×0.920	×1.050	×0.940	0.00%
Home runs /BIP	0.00%	÷0.935	×0.700	—	×0.940	0.00%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 87, 1B 103, 2B 95, 3B 100, K 88, BB 96 — applied at half strength. Age: age 41 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (13.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.

Result: wOBA .310 → .272; ISO .039 → .034; BABIP .352 → .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).

2013 AAAOlmecas de Tabasco · 363 PAwOBA .340 → .287 (−53)K% 13.5% → 16.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.50%	÷0.972	×1.200	—	—	16.67%
BB% (unintentional) /PA	5.79%	÷1.050	×0.690	—	×0.940	3.57%
HBP% /PA	1.65%	—	×0.940	—	×0.940	1.46%
Singles /BIP	27.90%	÷1.034	×0.930	×1.050	×0.940	24.78%
Doubles /BIP	6.52%	÷1.040	×0.830	×1.050	×0.940	5.14%
Triples /BIP	0.00%	÷0.900	×0.920	×1.050	×0.940	0.00%
Home runs /BIP	2.17%	÷0.875	×0.700	—	×0.940	1.63%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 75, 1B 107, 2B 108, 3B 80, K 94, BB 110 — 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 ×1.050.

Result: wOBA .340 → .287; ISO .111 → .088; BABIP .348 → .301. 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 AAAOlmecas de Tabasco · 396 PAwOBA .363 → .310 (−53)K% 10.6% → 13.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	10.61%	÷0.982	×1.200	—	—	12.97%
BB% (unintentional) /PA	5.81%	÷1.046	×0.690	—	×0.940	3.60%
HBP% /PA	1.26%	—	×0.940	—	×0.940	1.12%
Singles /BIP	30.09%	÷1.029	×0.930	×1.050	×0.940	26.86%
Doubles /BIP	5.64%	÷0.984	×0.830	×1.050	×0.940	4.70%
Triples /BIP	0.63%	÷0.952	×0.920	×1.050	×0.940	0.60%
Home runs /BIP	1.88%	÷0.933	×0.700	—	×0.940	1.33%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 87, 1B 106, 2B 97, 3B 90, K 96, BB 109 — applied at half strength. Age: age 39 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (11.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.

Result: wOBA .363 → .310; ISO .111 → .089; BABIP .369 → .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).

2011 AAAOlmecas de Tabasco · 383 PAwOBA .379 → .331 (−48)K% 11.2% → 13.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	11.23%	÷0.974	×1.200	—	—	13.84%
BB% (unintentional) /PA	4.44%	÷1.032	×0.690	—	×0.940	2.79%
HBP% /PA	1.57%	—	×0.940	—	×0.940	1.38%
Singles /BIP	34.74%	÷1.019	×0.930	×1.050	×0.940	31.29%
Doubles /BIP	4.22%	÷0.991	×0.830	×1.050	×0.940	3.49%
Triples /BIP	0.00%	÷1.040	×0.920	×1.050	×0.940	0.00%
Home runs /BIP	2.60%	÷0.828	×0.700	—	×0.940	2.07%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 66, 1B 104, 2B 98, 3B 108, K 95, BB 106 — 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 ×1.050.

Result: wOBA .379 → .331; ISO .105 → .087; BABIP .395 → .351. 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 AAADorados de Chihuahua · 451 PAwOBA .367 → .300 (−68)K% 11.1% → 12.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	11.09%	÷1.038	×1.200	—	—	12.82%
BB% (unintentional) /PA	6.21%	÷1.039	×0.690	—	×0.940	3.87%
HBP% /PA	1.55%	—	×0.940	—	×0.940	1.37%
Singles /BIP	27.93%	÷1.072	×0.930	×1.050	×0.940	23.93%
Doubles /BIP	5.03%	÷0.961	×0.830	×1.050	×0.940	4.29%
Triples /BIP	1.12%	÷1.028	×0.920	×1.050	×0.940	0.99%
Home runs /BIP	3.07%	÷1.129	×0.700	—	×0.940	1.79%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 126, 1B 114, 2B 92, 3B 106, K 108, BB 108 — 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 ×1.050.

Result: wOBA .367 → .300; ISO .145 → .105; BABIP .348 → .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).

2009 AAADorados de Chihuahua · 419 PAwOBA .368 → .311 (−57)K% 9.5% → 11.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	9.55%	÷1.000	×1.200	—	—	11.46%
BB% (unintentional) /PA	4.06%	÷1.000	×0.690	—	×0.940	2.63%
HBP% /PA	1.19%	—	×0.940	—	×0.940	1.05%
Singles /BIP	26.91%	÷1.000	×0.930	×1.050	×0.940	24.70%
Doubles /BIP	6.52%	÷1.000	×0.830	×1.050	×0.940	5.34%
Triples /BIP	0.57%	÷1.000	×0.920	×1.050	×0.940	0.51%
Home runs /BIP	3.12%	÷1.000	×0.700	—	×0.940	2.05%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×1.050.

Result: wOBA .368 → .311; ISO .153 → .113; BABIP .348 → .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 — .