Humberto Sosa

PosC

B/TR/R

Born1985-10-13

Age (2027)41

No MLB projection yet. Career stats below are historical.

Overview

AAALAST SEASON 2019

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2016	30	AAA/INTL2 orgs	298	.272/.358/.349	4	2	64	—	.204/.270/.261
2017	31	AAA/INTL2 orgs	366	.213/.270/.318	6	3	32	—	.190/.226/.283
2019	33	AAA/INTL2 orgs	198	.256/.337/.494	10	0	82	—	.240/.299/.474

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)
2006	20	ROK	VSL Reds	—	161	129	38	10	0	1	30	22	1	1	2	295	431	395	827	101	349	14	19	379	51	—	—	—	—	—	—
2007	21	ROK	DSL Reds	—	285	240	66	19	1	3	32	41	5	1	1	275	372	400	772	125	310	14	11	341	31	—	—	—	—	—	—
2008	22	ROK	GCL Reds	—	172	158	48	10	0	3	14	34	0	0	0	304	360	424	785	120	372	20	8	352	47	—	—	—	—	—	—
2009	23	A	Dayton Dragons	—	323	292	76	21	0	4	29	50	1	1	1	260	329	373	702	113	303	15	9	317	59	—	—	—	—	—	—
2009	23	ROK	Billings Mustangs	—	89	78	28	9	1	2	10	12	0	2	0	359	432	577	1.009	218	400	13	11	436	96	—	—	—	—	—	—
2010	24	AAA	Petroleros de Minatitlan	—	245	211	59	12	0	6	29	35	1	1	0	280	369	422	791	142	310	14	12	351	74	—	—	—	—	—	—
2012	26	AAA	Rojos del Aguila de Veracruz	—	260	225	62	14	0	12	28	51	2	4	2	276	361	498	859	222	307	20	11	371	81	—	—	—	—	—	—
2012	26	INTL	Venados de Mazatlan	—	132	122	31	4	0	4	10	27	0	0	1	254	311	385	696	131	297	20	8	313	98	—	—	—	—	—	—
2013	27	AAA	Rojos del Aguila de Veracruz	—	313	279	70	18	1	6	27	55	0	3	0	251	317	387	704	136	288	18	9	309	58	—	—	—	—	—	—
2014	28	AAA	Rojos del Aguila de Veracruz	—	358	309	79	16	0	11	38	68	0	0	2	256	337	414	751	159	292	19	11	327	65	—	—	—	—	—	—
2015	29	AAA	Rojos del Aguila de Veracruz	—	377	346	96	13	0	7	24	67	1	2	0	277	326	376	702	98	324	18	6	312	53	—	—	—	—	—	—
2015	29	INTL	Mayos de Navojoa	—	22	16	2	1	0	0	6	3	0	0	0	125	364	188	551	62	154	14	27	290	82	—	—	—	—	—	—
2016	30	AAA	Leones de Yucatan	—	232	200	53	5	0	4	27	50	3	2	0	265	361	350	711	85	333	22	12	326	53	—	—	—	—	—	—
2016	30	INTL	Mayos de Navojoa	—	66	61	18	3	0	0	5	17	0	0	0	295	348	344	693	49	409	26	8	317	101	—	—	—	—	—	—
2017	31	AAA	Leones de Yucatan	—	277	251	58	16	0	5	19	51	0	1	0	231	285	355	640	124	265	18	7	280	34	—	—	—	—	—	—
2017	31	INTL	Yaquis de Obregon	—	89	82	13	1	0	1	7	19	0	2	0	159	225	207	432	49	194	21	8	205	25	—	—	—	—	—	—
2019	33	AAA	Leones de Yucatan	—	172	148	43	11	0	10	16	38	3	0	1	291	371	568	939	277	327	22	9	397	103	—	—	—	—	—	—
2019	33	INTL	Sultanes de Monterrey	—	26	24	1	0	0	0	2	10	0	0	0	42	115	42	157		71	38	8	88	-54	—	—	—	—	—	—
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2006	20	ROK MLE	VSL Reds	—	161	142	25	6	0	0	17	27	1	1	2	176	269	218	487	42	221	17	11	244	51	—	—	—	—	—	—
2007	21	ROK MLE	DSL Reds	—	285	252	41	11	1	1	20	50	5	1	1	163	238	226	464	63	185	18	7	214	31	—	—	—	—	—	—
2008	22	ROK MLE	GCL Reds	—	172	164	35	7	0	2	8	49	0	0	0	213	250	293	543	79	287	28	5	237	47	—	—	—	—	—	—
2009	23	A MLE	Dayton Dragons	—	323	301	66	17	0	3	20	68	1	1	1	219	270	306	576	86	274	21	6	255	59	—	—	—	—	—	—
2009	23	ROK MLE	Billings Mustangs	—	89	82	21	6	1	1	6	17	0	2	0	256	307	390	697	134	305	19	7	310	96	—	—	—	—	—	—
2010	24	AAA MLE	Petroleros de Minatitlan	—	245	222	53	10	0	3	18	43	1	1	0	239	299	324	623	86	275	18	7	278	74	—	—	—	—	—	—
2012	26	AAA MLE	Rojos del Aguila de Veracruz	—	260	236	54	10	0	9	17	61	2	4	2	229	286	386	672	157	264	23	7	288	81	—	—	—	—	—	—
2013	27	AAA MLE	Rojos del Aguila de Veracruz	—	313	290	63	15	1	5	16	63	0	3	0	217	258	328	586	110	247	20	5	254	58	—	—	—	—	—	—
2014	28	AAA MLE	Rojos del Aguila de Veracruz	—	358	323	71	14	0	8	24	83	0	0	2	220	274	337	611	118	257	23	7	264	65	—	—	—	—	—	—
2015	29	AAA MLE	Rojos del Aguila de Veracruz	—	377	358	83	10	0	5	12	80	1	2	0	232	259	302	560	70	276	21	3	247	53	—	—	—	—	—	—
2016	30	AAA MLE	Leones de Yucatan	—	232	211	43	3	0	3	16	65	3	2	0	204	270	261	530	57	279	28	7	247	53	—	—	—	—	—	—
2017	31	AAA MLE	Leones de Yucatan	—	277	258	49	12	0	4	12	60	0	1	0	190	226	283	509	93	218	22	4	219	34	—	—	—	—	—	—
2019	33	AAA MLE	Leones de Yucatan	—	172	154	37	9	0	9	10	45	3	0	1	240	299	474	773	234	267	26	6	321	103	—	—	—	—	—	—
2006	20	ROK MLE	VSL Reds	—	161	142	25	6	0	0	17	27	1	1	2	176	269	218	487	42	217	17	11	244	51	—	—	—	—	—	—
2006	20	ROK RAW	VSL Reds	—	161	129	38	10	0	1	30	22	1	1	2	295	431	395	827	101	349	14	19	379	51	—	—	—	—	—	—
2007	21	ROK MLE	DSL Reds	—	285	252	41	11	1	1	20	50	5	1	1	163	238	226	464	63	192	18	7	214	31	—	—	—	—	—	—
2007	21	ROK RAW	DSL Reds	—	285	240	66	19	1	3	32	41	5	1	1	275	372	400	772	125	310	14	11	341	31	—	—	—	—	—	—
2008	22	ROK MLE	GCL Reds	—	172	164	35	7	0	2	8	49	0	0	0	213	250	293	543	79	292	28	5	237	47	—	—	—	—	—	—
2008	22	ROK RAW	GCL Reds	—	172	158	48	10	0	3	14	34	0	0	0	304	360	424	785	120	372	20	8	352	47	—	—	—	—	—	—
2009	23	A MLE	2 teams	—	412	384	88	24	1	4	25	85	1	3	1	229	278	328	606	99	284	21	6	267	67	—	—	—	—	—	—
2009	23	A RAW	2 teams	—	412	370	104	30	1	6	39	62	1	3	1	281	351	416	767	135	323	15	9	343	67	—	—	—	—	—	—
2010	24	AAA MLE	Petroleros de Minatitlan	—	245	222	53	10	0	3	18	43	1	1	0	239	299	324	623	86	282	18	7	278	74	—	—	—	—	—	—
2010	24	AAA RAW	Petroleros de Minatitlan	—	245	211	59	12	0	6	29	35	1	1	0	280	369	422	791	142	310	14	12	351	74	—	—	—	—	—	—
2012	26	AAA MLE	2 teams	—	392	359	82	16	0	13	26	92	2	4	3	228	284	382	666	153	271	23	7	288	81	—	—	—	—	—	—
2012	26	AAA RAW	2 teams	—	392	347	93	18	0	16	38	78	2	4	3	268	344	458	802	190	303	20	10	351	81	—	—	—	—	—	—
2013	27	AAA MLE	Rojos del Aguila de Veracruz	—	313	290	63	15	1	5	16	63	0	3	0	217	258	328	586	110	257	20	5	254	58	—	—	—	—	—	—
2013	27	AAA RAW	Rojos del Aguila de Veracruz	—	313	279	70	18	1	6	27	55	0	3	0	251	317	387	704	136	288	18	9	309	58	—	—	—	—	—	—
2014	28	AAA MLE	Rojos del Aguila de Veracruz	—	358	323	71	14	0	8	24	83	0	0	2	220	274	337	611	118	268	23	7	264	65	—	—	—	—	—	—
2014	28	AAA RAW	Rojos del Aguila de Veracruz	—	358	309	79	16	0	11	38	68	0	0	2	256	337	414	751	159	292	19	11	327	65	—	—	—	—	—	—
2015	29	AAA MLE	2 teams	—	399	379	88	10	0	6	13	84	1	2	0	232	260	306	566	74	281	21	3	247	53	—	—	—	—	—	—
2015	29	AAA RAW	2 teams	—	399	362	98	14	0	7	30	70	1	2	0	271	328	367	696	97	316	18	8	311	53	—	—	—	—	—	—
2016	30	AAA MLE	2 teams	—	298	272	56	4	0	4	21	83	3	2	0	206	270	265	535	59	280	28	7	247	53	—	—	—	—	—	—
2016	30	AAA RAW	2 teams	—	298	261	71	8	0	4	32	67	3	2	0	272	358	349	707	77	351	22	11	324	53	—	—	—	—	—	—
2017	31	AAA MLE	2 teams	—	366	343	64	16	0	5	16	80	0	3	0	187	223	277	500	90	224	22	4	219	34	—	—	—	—	—	—
2017	31	AAA RAW	2 teams	—	366	333	71	17	0	6	26	70	0	3	0	213	270	318	589	105	248	19	7	262	34	—	—	—	—	—	—
2019	33	AAA MLE	2 teams	—	198	179	43	11	0	10	11	51	3	0	1	240	295	469	765	229	277	26	6	321	103	—	—	—	—	—	—
2019	33	AAA RAW	2 teams	—	198	172	44	11	0	10	18	48	3	0	1	256	337	494	831	238	296	24	9	356	103	—	—	—	—	—	—
2006	20	ROK MLE	VSL Reds	—	161	142	25	6	0	0	17	27	1	1	2	176	269	218	487	42	221	17	11	244	51	—	—	—	—	—	—
2007	21	ROK MLE	DSL Reds	—	285	258	41	11	1	1	20	50	5	1	1	159	238	221	459	62	185	18	7	214	31	—	—	—	—	—	—
2008	22	ROK MLE	GCL Reds	—	172	162	35	7	0	2	8	49	0	0	0	216	250	296	546	80	287	28	5	237	47	—	—	—	—	—	—
2009	23	A MLE	2 teams	—	412	383	88	24	1	4	25	85	1	3	1	230	278	329	607	99	281	21	6	267	67	—	—	—	—	—	—
2010	24	AAA MLE	Petroleros de Minatitlan	—	245	224	53	10	0	3	18	43	1	1	0	237	299	321	620	85	275	18	7	278	74	—	—	—	—	—	—
2012	26	AAA MLE	2 teams	—	392	361	82	16	0	13	26	92	2	4	3	227	284	380	664	152	264	23	7	288	81	—	—	—	—	—	—
2013	27	AAA MLE	Rojos del Aguila de Veracruz	—	313	294	63	15	1	5	16	63	0	3	0	214	258	323	581	109	247	20	5	254	58	—	—	—	—	—	—
2014	28	AAA MLE	Rojos del Aguila de Veracruz	—	358	331	71	14	0	8	24	83	0	0	2	215	274	329	603	115	257	23	7	264	65	—	—	—	—	—	—
2015	29	AAA MLE	2 teams	—	399	382	88	10	0	6	13	84	1	2	0	230	260	304	563	73	276	21	3	247	53	—	—	—	—	—	—
2016	30	AAA MLE	2 teams	—	298	272	56	4	0	4	21	83	3	2	0	206	270	265	535	59	279	28	7	247	53	—	—	—	—	—	—
2017	31	AAA MLE	2 teams	—	366	347	64	16	0	5	16	80	0	3	0	184	223	274	497	89	218	22	4	219	34	—	—	—	—	—	—
2019	33	AAA MLE	2 teams	—	198	182	43	11	0	10	11	51	3	0	1	236	295	462	757	225	267	26	6	321	103	—	—	—	—	—	—
▸ Career Totals
Career	—	MLE		—	3599	3309	709	144	3	61	215	790	17	20	10	214	266	315	581	101	261	22	6	256	60	-173	+0	+0	+64	+78	-3.2
/ 162G	—	MLE		—	650	598	128	26	1	11	39	143	3	4	2	214	266	316	582	102	261	22	6	256	60	-31	+0	+0	+12	+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.

2019 AAALeones de Yucatan · 172 PAwOBA .386 → .321 (−65)K% 22.1% → 26.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	22.09%	÷1.018	×1.200	—	—	26.04%
BB% (unintentional) /PA	8.72%	÷0.986	×0.690	—	×0.940	5.74%
HBP% /PA	1.74%	—	×0.940	—	×0.940	1.54%
Singles /BIP	20.00%	÷0.992	×0.930	×0.950	×0.940	16.74%
Doubles /BIP	10.00%	÷0.910	×0.830	×0.950	×0.940	8.14%
Triples /BIP	0.00%	÷1.150	×0.920	×0.950	×0.940	0.00%
Home runs /BIP	9.09%	÷0.792	×0.700	—	×0.940	7.55%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 58, 1B 98, 2B 82, 3B 130, K 104, BB 97 — 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 ×0.950.

Result: wOBA .386 → .321; ISO .277 → .239; BABIP .327 → .267. 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 AAALeones de Yucatan · 277 PAwOBA .276 → .219 (−57)K% 18.4% → 21.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.41%	÷1.015	×1.200	—	—	21.78%
BB% (unintentional) /PA	6.50%	÷0.998	×0.690	—	×0.952	4.28%
HBP% /PA	0.00%	—	×0.940	—	×0.952	0.00%
Singles /BIP	18.50%	÷1.002	×0.930	×0.983	×0.952	16.07%
Doubles /BIP	8.00%	÷1.054	×0.830	×0.983	×0.952	5.90%
Triples /BIP	0.00%	÷0.900	×0.920	×0.983	×0.952	0.00%
Home runs /BIP	2.50%	÷0.945	×0.700	—	×0.952	1.76%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 89, 1B 100, 2B 111, 3B 80, K 103, BB 100 — 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 ×0.983.

Result: wOBA .276 → .219; ISO .124 → .091; BABIP .265 → .218. 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 AAALeones de Yucatan · 232 PAwOBA .316 → .247 (−69)K% 21.6% → 28.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	21.55%	÷0.924	×1.200	—	—	27.98%
BB% (unintentional) /PA	10.78%	÷1.008	×0.690	—	×0.962	7.10%
HBP% /PA	1.29%	—	×0.940	—	×0.962	1.17%
Singles /BIP	29.33%	÷0.991	×0.930	×0.950	×0.962	25.15%
Doubles /BIP	3.33%	÷1.104	×0.830	×0.950	×0.962	2.29%
Triples /BIP	0.00%	÷1.150	×0.920	×0.950	×0.962	0.00%
Home runs /BIP	2.67%	÷0.834	×0.700	—	×0.962	2.15%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 67, 1B 98, 2B 121, 3B 130, K 85, BB 102 — 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 ×0.950.

Result: wOBA .316 → .247; ISO .085 → .065; BABIP .333 → .279. 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 AAARojos del Aguila de Veracruz · 377 PAwOBA .303 → .247 (−56)K% 17.8% → 21.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	17.77%	÷1.009	×1.200	—	—	21.14%
BB% (unintentional) /PA	5.57%	÷1.121	×0.690	—	×0.972	3.33%
HBP% /PA	0.27%	—	×0.940	—	×0.972	0.24%
Singles /BIP	27.24%	÷0.998	×0.930	×0.970	×0.972	23.94%
Doubles /BIP	4.66%	÷1.074	×0.830	×0.970	×0.972	3.40%
Triples /BIP	0.00%	÷0.900	×0.920	×0.970	×0.972	0.00%
Home runs /BIP	2.51%	÷0.920	×0.700	—	×0.972	1.86%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 84, 1B 100, 2B 115, 3B 80, K 102, BB 124 — 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 ×0.970.

Result: wOBA .303 → .247; ISO .098 → .074; BABIP .324 → .276. 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 AAARojos del Aguila de Veracruz · 358 PAwOBA .320 → .264 (−56)K% 19.0% → 23.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.99%	÷0.988	×1.200	—	—	23.07%
BB% (unintentional) /PA	10.34%	÷1.041	×0.690	—	×0.982	6.73%
HBP% /PA	0.00%	—	×0.940	—	×0.982	0.00%
Singles /BIP	21.58%	÷1.005	×0.930	×0.995	×0.982	19.52%
Doubles /BIP	6.64%	÷0.945	×0.830	×0.995	×0.982	5.70%
Triples /BIP	0.00%	÷1.000	×0.920	×0.995	×0.982	0.00%
Home runs /BIP	4.56%	÷1.006	×0.700	—	×0.982	3.12%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 101, 1B 101, 2B 89, 3B 100, K 98, BB 108 — 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 ×0.995.

Result: wOBA .320 → .264; ISO .159 → .122; BABIP .292 → .257. 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 AAARojos del Aguila de Veracruz · 313 PAwOBA .300 → .254 (−46)K% 17.6% → 20.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	17.57%	÷1.044	×1.200	—	—	20.19%
BB% (unintentional) /PA	7.35%	÷1.011	×0.690	—	×0.992	4.97%
HBP% /PA	0.00%	—	×0.940	—	×0.992	0.00%
Singles /BIP	20.09%	÷0.995	×0.930	×0.965	×0.992	17.97%
Doubles /BIP	8.04%	÷1.015	×0.830	×0.965	×0.992	6.29%
Triples /BIP	0.45%	÷1.150	×0.920	×0.965	×0.992	0.34%
Home runs /BIP	2.68%	÷0.867	×0.700	—	×0.992	2.15%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 73, 1B 99, 2B 103, 3B 130, K 109, BB 102 — 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 ×0.965.

Result: wOBA .300 → .254; ISO .136 → .113; BABIP .288 → .247. 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 AAARojos del Aguila de Veracruz · 260 PAwOBA .361 → .288 (−73)K% 19.6% → 23.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.62%	÷1.004	×1.200	—	—	23.46%
BB% (unintentional) /PA	10.38%	÷1.087	×0.690	—	×1.003	6.61%
HBP% /PA	0.77%	—	×0.940	—	×1.003	0.73%
Singles /BIP	20.69%	÷0.959	×0.930	×0.971	×1.003	19.54%
Doubles /BIP	8.05%	÷1.125	×0.830	×0.971	×1.003	5.78%
Triples /BIP	0.00%	÷1.027	×0.920	×0.971	×1.003	0.00%
Home runs /BIP	6.90%	÷1.014	×0.700	—	×1.003	4.78%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 103, 1B 92, 2B 125, 3B 105, K 101, BB 117 — 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 ×0.971.

Result: wOBA .361 → .288; ISO .222 → .161; BABIP .307 → .264. 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 AAAPetroleros de Minatitlan · 245 PAwOBA .342 → .278 (−63)K% 14.3% → 17.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	14.29%	÷0.986	×1.200	—	—	17.39%
BB% (unintentional) /PA	11.43%	÷1.096	×0.690	—	×1.033	7.44%
HBP% /PA	0.41%	—	×0.940	—	×1.033	0.40%
Singles /BIP	23.30%	÷1.003	×0.930	×0.968	×1.033	21.61%
Doubles /BIP	6.82%	÷1.026	×0.830	×0.968	×1.033	5.52%
Triples /BIP	0.00%	÷1.150	×0.920	×0.968	×1.033	0.00%
Home runs /BIP	3.41%	÷1.295	×0.700	—	×1.033	1.90%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 159, 1B 101, 2B 105, 3B 130, K 97, BB 119 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.968.

Result: wOBA .342 → .278; ISO .142 → .097; BABIP .310 → .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).

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