Adan Munoz

PosC

B/TL/R

Born1978-03-09

Age (2027)49

No MLB projection yet. Career stats below are historical.

Overview

AAALAST SEASON 2017

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2015	37	AAA/INTL2 orgs	475	.238/.310/.357	10	0	50	—	.195/.242/.279
2016	38	AAA/INTL2 orgs	437	.284/.336/.413	9	0	74	—	.243/.272/.321
2017	39	AAA/INTL2 orgs	371	.254/.308/.399	13	1	45	—	.210/.245/.308

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. Catcher framing: only 2027 Statcast framing is modeled (Baseball Savant server-caches the leaderboard to the current season); prior-year framing is unmodeled — projections for established framers may run 1-3 WAR low.

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	27	AAA	Tigres de la Angelopolis	—	410	358	115	34	0	12	37	57	6	1	3	321	394	517	911	196	347	14	9	393	108	—	—	—	—	—	—
2006	28	AAA	Tigres de la Angelopolis	—	88	78	23	7	0	0	5	14	2	0	1	295	353	385	738	90	348	16	6	323	80	—	—	—	—	—	—
2007	29	AAA	Tigres de Quintana Roo	—	426	380	100	15	0	6	37	46	5	3	4	263	336	350	686	87	285	11	9	312	61	—	—	—	—	—	—
2008	30	AAA	Potros de Tijuana	—	291	262	56	10	0	6	17	29	7	4	0	214	280	321	600	107	218	10	6	270	36	—	—	—	—	—	—
2009	31	AAA	Broncos de Reynosa	—	394	356	111	21	0	12	31	59	3	3	1	312	372	472	844	160	343	15	8	371	86	—	—	—	—	—	—
2010	32	AAA	Broncos de Reynosa	—	421	369	102	26	1	9	37	52	3	3	6	276	347	425	773	149	296	12	9	336	68	—	—	—	—	—	—
2010	32	INTL	Mayos de Navojoa	—	274	240	58	8	0	11	26	37	3	0	1	242	323	412	736	171	239	14	9	324	105	—	—	—	—	—	—
2011	33	AAA	Broncos de Reynosa	—	350	323	99	19	1	20	19	41	2	1	0	307	349	557	906	251	297	12	5	388	88	—	—	—	—	—	—
2011	33	INTL	Mayos de Navojoa	—	268	245	57	7	1	5	17	35	2	0	0	233	288	331	618	98	252	13	6	277	73	—	—	—	—	—	—
2012	34	AAA	Broncos de Reynosa	—	377	342	91	15	0	9	22	56	10	2	2	266	329	389	718	123	294	15	6	322	55	—	—	—	—	—	—
2012	34	INTL	Yaquis de Obregon	—	171	161	37	6	0	1	7	22	2	2	0	230	271	286	556	56	259	13	4	253	57	—	—	—	—	—	—
2013	35	AAA	Broncos de Reynosa	—	308	277	75	15	1	3	21	45	1	1	1	271	324	365	689	94	313	15	7	303	53	—	—	—	—	—	—
2013	35	INTL	Mexico	—	19	15	3	0	0	1	4	1	0	0	0	200	368	400	768	200	154	5	21	352	124	—	—	—	—	—	—
2014	36	AAA	Sultanes de Monterrey	—	309	278	88	21	1	8	22	51	2	0	0	317	370	486	855	169	356	17	7	371	94	—	—	—	—	—	—
2014	36	INTL	Naranjeros de Hermosillo	—	172	152	34	5	0	2	14	31	3	1	0	224	302	296	598	72	267	18	8	273	71	—	—	—	—	—	—
2015	37	AAA	Toros de Tijuana	—	351	310	74	13	1	8	29	56	4	0	0	239	312	365	676	126	263	16	8	300	40	—	—	—	—	—	—
2015	37	INTL	Naranjeros de Hermosillo	—	124	110	26	5	0	2	11	19	0	0	0	236	306	336	642	100	267	15	9	286	80	—	—	—	—	—	—
2016	38	AAA	Olmecas de Tabasco	—	348	321	95	20	0	5	22	54	3	0	1	296	347	405	752	109	341	16	6	336	66	—	—	—	—	—	—
2016	38	INTL	Aguilas de Mexicali	—	89	81	19	5	0	4	6	13	1	0	0	235	295	444	740	210	231	15	7	323	104	—	—	—	—	—	—
2017	39	AAA	Guerreros de Oaxaca	—	331	303	80	9	0	13	24	60	3	1	0	264	324	422	747	158	290	18	7	332	50	—	—	—	—	—	—
2017	39	INTL	Charros de Jalisco	—	40	40	7	2	0	0	0	9	0	0	0	175	175	225	400	50	226	22	0	177	6	—	—	—	—	—	—
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2005	27	AAA MLE	Tigres de la Angelopolis	—	410	371	103	29	0	9	24	68	6	1	3	278	332	429	760	151	301	17	6	328	108	—	—	—	—	—	—
2006	28	AAA MLE	Tigres de la Angelopolis	—	88	80	22	6	0	0	3	17	2	0	1	275	318	350	668	75	314	19	3	287	80	—	—	—	—	—	—
2007	29	AAA MLE	Tigres de Quintana Roo	—	426	397	92	13	0	4	20	55	5	3	4	232	277	295	572	63	256	13	5	259	61	—	—	—	—	—	—
2008	30	AAA MLE	Potros de Tijuana	—	291	271	51	9	0	4	8	35	7	4	0	188	231	266	496	77	196	12	3	222	36	—	—	—	—	—	—
2009	31	AAA MLE	Broncos de Reynosa	—	394	371	96	17	0	8	16	71	3	3	1	259	295	369	664	111	293	18	4	296	86	—	—	—	—	—	—
2010	32	AAA MLE	Broncos de Reynosa	—	421	387	89	21	1	7	19	60	3	3	6	230	271	344	615	114	244	14	5	269	68	—	—	—	—	—	—
2011	33	AAA MLE	Broncos de Reynosa	—	350	334	83	15	1	14	8	50	2	1	0	249	270	425	695	177	246	14	2	299	88	—	—	—	—	—	—
2012	34	AAA MLE	Broncos de Reynosa	—	377	355	77	11	0	6	9	64	10	2	2	217	257	299	555	82	243	17	2	249	55	—	—	—	—	—	—
2013	35	AAA MLE	Broncos de Reynosa	—	308	288	68	11	1	2	10	53	1	1	1	236	264	302	566	66	270	17	3	246	53	—	—	—	—	—	—
2014	36	AAA MLE	Sultanes de Monterrey	—	309	290	79	18	1	6	11	64	2	0	0	272	304	403	707	131	311	21	4	307	94	—	—	—	—	—	—
2015	37	AAA MLE	Toros de Tijuana	—	351	323	63	10	1	5	16	69	4	0	0	195	242	279	521	84	219	20	5	227	40	—	—	—	—	—	—
2016	38	AAA MLE	Olmecas de Tabasco	—	348	333	81	14	0	4	10	66	3	0	1	243	272	321	593	78	291	19	3	266	66	—	—	—	—	—	—
2017	39	AAA MLE	Guerreros de Oaxaca	—	331	315	66	7	0	8	12	73	3	1	0	210	245	308	553	98	244	22	4	242	50	—	—	—	—	—	—
2005	27	AAA MLE	Tigres de la Angelopolis	—	410	371	103	29	0	9	24	68	6	1	3	278	332	429	760	151	311	17	6	328	108	—	—	—	—	—	—
2005	27	AAA RAW	Tigres de la Angelopolis	—	410	358	115	34	0	12	37	57	6	1	3	321	394	517	911	196	347	14	9	393	108	—	—	—	—	—	—
2006	28	AAA MLE	Tigres de la Angelopolis	—	88	80	22	6	0	0	3	17	2	0	1	275	318	350	668	75	338	19	3	287	80	—	—	—	—	—	—
2006	28	AAA RAW	Tigres de la Angelopolis	—	88	78	23	7	0	0	5	14	2	0	1	295	353	385	738	90	348	16	6	323	80	—	—	—	—	—	—
2007	29	AAA MLE	Tigres de Quintana Roo	—	426	397	92	13	0	4	20	55	5	3	4	232	277	295	572	63	259	13	5	259	61	—	—	—	—	—	—
2007	29	AAA RAW	Tigres de Quintana Roo	—	426	380	100	15	0	6	37	46	5	3	4	263	336	350	686	87	285	11	9	312	61	—	—	—	—	—	—
2008	30	AAA MLE	Potros de Tijuana	—	291	271	51	9	0	4	8	35	7	4	0	188	231	266	496	77	201	12	3	222	36	—	—	—	—	—	—
2008	30	AAA RAW	Potros de Tijuana	—	291	262	56	10	0	6	17	29	7	4	0	214	280	321	600	107	218	10	6	270	36	—	—	—	—	—	—
2009	31	AAA MLE	Broncos de Reynosa	—	394	371	96	17	0	8	16	71	3	3	1	259	295	369	664	111	297	18	4	296	86	—	—	—	—	—	—
2009	31	AAA RAW	Broncos de Reynosa	—	394	356	111	21	0	12	31	59	3	3	1	312	372	472	844	160	343	15	8	371	86	—	—	—	—	—	—
2010	32	AAA MLE	2 teams	—	695	640	147	35	1	12	32	99	6	3	7	230	273	344	617	114	250	14	5	269	68	—	—	—	—	—	—
2010	32	AAA RAW	2 teams	—	695	609	160	34	1	20	63	89	6	3	7	263	338	420	758	158	274	13	9	331	68	—	—	—	—	—	—
2011	33	AAA MLE	2 teams	—	618	590	146	27	1	25	14	88	4	1	0	247	270	424	693	176	251	14	2	299	88	—	—	—	—	—	—
2011	33	AAA RAW	2 teams	—	618	568	156	26	2	25	36	76	4	1	0	275	322	460	782	185	278	12	6	340	88	—	—	—	—	—	—
2012	34	AAA MLE	2 teams	—	548	519	112	16	0	9	13	93	12	4	2	216	252	299	550	83	245	17	2	249	55	—	—	—	—	—	—
2012	34	AAA RAW	2 teams	—	548	503	128	21	0	10	29	78	12	4	2	254	311	356	667	101	282	14	5	300	55	—	—	—	—	—	—
2013	35	AAA MLE	2 teams	—	327	306	72	12	1	2	11	57	1	1	1	235	264	301	565	65	282	17	3	246	53	—	—	—	—	—	—
2013	35	AAA RAW	2 teams	—	327	292	78	15	1	4	25	46	1	1	1	267	327	366	693	99	305	14	8	305	53	—	—	—	—	—	—
2014	36	AAA MLE	2 teams	—	481	450	122	28	2	9	17	99	5	1	0	271	305	402	707	131	324	21	4	307	94	—	—	—	—	—	—
2014	36	AAA RAW	2 teams	—	481	430	122	26	1	10	36	82	5	1	0	284	345	419	764	135	325	17	7	336	94	—	—	—	—	—	—
2015	37	AAA MLE	2 teams	—	475	438	84	14	1	6	22	93	4	0	0	192	237	269	506	78	226	20	5	227	40	—	—	—	—	—	—
2015	37	AAA RAW	2 teams	—	475	420	100	18	1	10	40	75	4	0	0	238	310	357	667	119	264	16	8	296	40	—	—	—	—	—	—
2016	38	AAA MLE	2 teams	—	437	417	102	18	0	5	13	83	4	0	1	245	274	324	598	79	292	19	3	266	66	—	—	—	—	—	—
2016	38	AAA RAW	2 teams	—	437	402	114	25	0	9	28	67	4	0	1	284	336	413	749	129	319	15	6	333	66	—	—	—	—	—	—
2017	39	AAA MLE	2 teams	—	371	354	74	8	0	9	13	82	3	1	0	209	243	308	551	99	246	22	4	242	50	—	—	—	—	—	—
2017	39	AAA RAW	2 teams	—	371	343	87	11	0	13	24	69	3	1	0	254	308	399	708	146	282	19	6	316	50	—	—	—	—	—	—
2005	27	AAA MLE	Tigres de la Angelopolis	—	410	377	103	29	0	9	24	68	6	1	3	273	332	422	753	149	301	17	6	328	108	—	—	—	—	—	—
2006	28	AAA MLE	Tigres de la Angelopolis	—	88	83	22	6	0	0	3	17	2	0	1	265	318	337	655	72	314	19	3	287	80	—	—	—	—	—	—
2007	29	AAA MLE	Tigres de Quintana Roo	—	426	398	92	13	0	4	20	55	5	3	4	231	277	294	571	63	256	13	5	259	61	—	—	—	—	—	—
2008	30	AAA MLE	Potros de Tijuana	—	291	274	51	9	0	4	8	35	7	4	0	186	231	263	494	77	196	12	3	222	36	—	—	—	—	—	—
2009	31	AAA MLE	Broncos de Reynosa	—	394	372	96	17	0	8	16	71	3	3	1	258	295	368	663	110	293	18	4	296	86	—	—	—	—	—	—
2010	32	AAA MLE	2 teams	—	695	652	147	35	1	12	32	99	6	3	7	225	273	337	610	112	244	14	5	269	68	—	—	—	—	—	—
2011	33	AAA MLE	2 teams	—	618	595	146	27	1	25	14	88	4	1	0	245	270	420	690	175	246	14	2	299	88	—	—	—	—	—	—
2012	34	AAA MLE	2 teams	—	548	518	112	16	0	9	13	93	12	4	2	216	252	299	551	83	243	17	2	249	55	—	—	—	—	—	—
2013	35	AAA MLE	2 teams	—	327	312	72	12	1	2	11	57	1	1	1	231	264	295	559	64	270	17	3	246	53	—	—	—	—	—	—
2014	36	AAA MLE	2 teams	—	481	456	122	28	2	9	17	99	5	1	0	268	305	397	702	129	311	21	4	307	94	—	—	—	—	—	—
2015	37	AAA MLE	2 teams	—	475	446	84	14	1	6	22	93	4	0	0	188	237	265	502	76	219	20	5	227	40	—	—	—	—	—	—
2016	38	AAA MLE	2 teams	—	437	417	102	18	0	5	13	83	4	0	1	245	274	324	598	79	291	19	3	266	66	—	—	—	—	—	—
2017	39	AAA MLE	2 teams	—	371	352	74	8	0	9	13	82	3	1	0	210	243	310	553	99	244	22	4	242	50	—	—	—	—	—	—
▸ Career Totals
Career	—	MLE		—	5561	5204	1223	232	6	102	206	940	62	22	20	235	272	341	613	106	266	17	4	270	69	-206	-4	+0	+99	+120	1.0
/ 162G	—	MLE		—	650	608	143	27	1	12	24	110	7	3	2	235	272	342	614	107	266	17	4	270	69	-24	-0	+0	+12	+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.

2017 AAAGuerreros de Oaxaca · 331 PAwOBA .320 → .242 (−78)K% 18.1% → 22.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.13%	÷0.991	×1.200	—	—	21.95%
BB% (unintentional) /PA	6.04%	÷1.085	×0.690	—	×0.940	3.61%
HBP% /PA	0.91%	—	×0.940	—	×0.940	0.80%
Singles /BIP	23.87%	÷0.999	×0.930	×1.004	×0.940	20.98%
Doubles /BIP	3.70%	÷1.042	×0.830	×1.004	×0.940	2.79%
Triples /BIP	0.00%	÷1.135	×0.920	×1.004	×0.940	0.00%
Home runs /BIP	5.35%	÷1.121	×0.700	—	×0.940	3.14%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 124, 1B 100, 2B 108, 3B 127, K 98, BB 117 — 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 ×1.004.

Result: wOBA .320 → .242; ISO .158 → .098; BABIP .290 → .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).

2016 AAAOlmecas de Tabasco · 348 PAwOBA .322 → .266 (−55)K% 15.5% → 19.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.52%	÷0.977	×1.200	—	—	19.05%
BB% (unintentional) /PA	4.31%	÷0.933	×0.690	—	×0.940	3.00%
HBP% /PA	0.86%	—	×0.940	—	×0.940	0.76%
Singles /BIP	26.22%	÷1.022	×0.930	×1.050	×0.940	23.54%
Doubles /BIP	7.49%	÷1.142	×0.830	×1.050	×0.940	5.37%
Triples /BIP	0.00%	÷1.000	×0.920	×1.050	×0.940	0.00%
Home runs /BIP	1.87%	÷0.872	×0.700	—	×0.940	1.41%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 74, 1B 104, 2B 128, 3B 100, K 95, BB 87 — 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 .322 → .266; ISO .109 → .080; BABIP .341 → .291. 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 AAAToros de Tijuana · 351 PAwOBA .291 → .227 (−65)K% 16.0% → 19.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.95%	÷0.978	×1.200	—	—	19.58%
BB% (unintentional) /PA	7.12%	÷1.013	×0.690	—	×0.940	4.56%
HBP% /PA	1.14%	—	×0.940	—	×0.940	1.01%
Singles /BIP	20.47%	÷0.982	×0.930	×0.978	×0.940	17.82%
Doubles /BIP	5.12%	÷1.026	×0.830	×0.978	×0.940	3.81%
Triples /BIP	0.39%	÷1.046	×0.920	×0.978	×0.940	0.32%
Home runs /BIP	3.15%	÷1.208	×0.700	—	×0.940	1.72%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 142, 1B 96, 2B 105, 3B 109, K 96, BB 103 — 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 ×0.978.

Result: wOBA .291 → .227; ISO .126 → .081; BABIP .263 → .219. 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 AAASultanes de Monterrey · 309 PAwOBA .362 → .307 (−55)K% 16.5% → 20.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.50%	÷0.961	×1.200	—	—	20.61%
BB% (unintentional) /PA	5.50%	÷1.030	×0.690	—	×0.940	3.46%
HBP% /PA	0.65%	—	×0.940	—	×0.940	0.57%
Singles /BIP	25.55%	÷0.999	×0.930	×1.028	×0.940	22.98%
Doubles /BIP	9.25%	÷0.963	×0.830	×1.028	×0.940	7.71%
Triples /BIP	0.44%	÷0.900	×0.920	×1.028	×0.940	0.44%
Home runs /BIP	3.52%	÷0.917	×0.700	—	×0.940	2.53%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 83, 1B 100, 2B 93, 3B 80, K 92, BB 106 — 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 ×1.028.

Result: wOBA .362 → .307; ISO .169 → .135; BABIP .356 → .311. 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 AAABroncos de Reynosa · 308 PAwOBA .289 → .246 (−43)K% 14.6% → 17.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	14.61%	÷1.012	×1.200	—	—	17.33%
BB% (unintentional) /PA	5.19%	÷1.031	×0.690	—	×0.940	3.27%
HBP% /PA	0.32%	—	×0.940	—	×0.940	0.29%
Singles /BIP	24.14%	÷0.994	×0.930	×1.036	×0.940	22.00%
Doubles /BIP	6.47%	÷1.155	×0.830	×1.036	×0.940	4.52%
Triples /BIP	0.43%	÷1.150	×0.920	×1.036	×0.940	0.34%
Home runs /BIP	1.29%	÷0.932	×0.700	—	×0.940	0.91%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 86, 1B 99, 2B 131, 3B 130, K 102, BB 106 — 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 ×1.036.

Result: wOBA .289 → .246; ISO .094 → .070; BABIP .313 → .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).

2012 AAABroncos de Reynosa · 377 PAwOBA .309 → .249 (−60)K% 14.9% → 16.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	14.85%	÷1.052	×1.200	—	—	16.94%
BB% (unintentional) /PA	4.24%	÷1.125	×0.690	—	×0.940	2.45%
HBP% /PA	2.65%	—	×0.940	—	×0.940	2.34%
Singles /BIP	23.43%	÷0.988	×0.930	×0.979	×0.940	20.29%
Doubles /BIP	5.24%	÷1.106	×0.830	×0.979	×0.940	3.62%
Triples /BIP	0.00%	÷1.150	×0.920	×0.979	×0.940	0.00%
Home runs /BIP	3.15%	÷0.941	×0.700	—	×0.940	2.20%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 88, 1B 98, 2B 121, 3B 130, K 110, BB 125 — 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 ×0.979.

Result: wOBA .309 → .249; ISO .123 → .088; BABIP .294 → .243. 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 AAABroncos de Reynosa · 350 PAwOBA .374 → .299 (−75)K% 11.7% → 14.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	11.71%	÷0.981	×1.200	—	—	14.33%
BB% (unintentional) /PA	3.43%	÷1.016	×0.690	—	×0.942	2.19%
HBP% /PA	0.57%	—	×0.940	—	×0.942	0.51%
Singles /BIP	20.92%	÷1.007	×0.930	×1.000	×0.942	18.21%
Doubles /BIP	6.74%	÷1.001	×0.830	×1.000	×0.942	5.26%
Triples /BIP	0.35%	÷1.150	×0.920	×1.000	×0.942	0.27%
Home runs /BIP	7.09%	÷0.972	×0.700	—	×0.942	4.81%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 94, 1B 101, 2B 100, 3B 130, K 96, BB 103 — 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 ×1.000.

Result: wOBA .374 → .299; ISO .251 → .182; BABIP .297 → .246. 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 AAABroncos de Reynosa · 421 PAwOBA .327 → .269 (−57)K% 12.4% → 14.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	12.35%	÷1.035	×1.200	—	—	14.32%
BB% (unintentional) /PA	7.36%	÷1.042	×0.690	—	×0.952	4.64%
HBP% /PA	0.71%	—	×0.940	—	×0.952	0.64%
Singles /BIP	20.82%	÷1.015	×0.930	×0.981	×0.952	17.80%
Doubles /BIP	8.20%	÷1.012	×0.830	×0.981	×0.952	6.28%
Triples /BIP	0.32%	÷1.150	×0.920	×0.981	×0.952	0.24%
Home runs /BIP	2.84%	÷0.915	×0.700	—	×0.952	2.07%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 83, 1B 103, 2B 102, 3B 130, K 107, BB 108 — 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 ×0.981.

Result: wOBA .327 → .269; ISO .149 → .119; BABIP .296 → .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).

Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .