Ruben Sosa

PosLF

B/TS/R

Born1990-09-23

Age (2027)36

No MLB projection yet. Career stats below are historical.

Overview

INTLLAST SEASON 2022

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	SB	wRC+	WAR
2020	29	INTLToros del Este	93	.151/.333/.219	4	73	—
2021	30	INTLCangrejeros d…	118	.260/.379/.271	2	95	—
2022	31	INTLToros del Este	19	.176/.263/.176	1	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)
2011	20	A	Lexington Legends	—	39	34	7	3	0	0	4	7	0	2	0	206	289	294	584	88	259	18	10	263	32	—	—	—	—	—	—
2011	20	ROK	Greeneville Astros	—	156	129	32	6	1	0	22	27	2	12	3	248	366	310	676	62	311	17	14	313	47	—	—	—	—	—	—
2012	21	A	Lexington Legends	—	145	125	35	3	2	0	17	26	0	13	2	280	366	336	702	56	350	18	12	318	76	—	—	—	—	—	—
2012	21	ROK	Greeneville Astros	—	15	13	1	0	0	0	1	2	1	2	0	77	200	77	277		91	13	7	156	-39	—	—	—	—	—	—
2013	22	AAA	Oklahoma City RedHawks	—	144	125	34	4	3	1	12	35	1	8	6	272	341	376	717	104	363	24	8	310	71	—	—	—	—	—	—
2013	22	A	Quad Cities River Bandits	—	60	50	15	0	1	0	10	14	0	10	4	300	417	340	757	40	417	23	17	354	70	—	—	—	—	—	—
2013	22	INTL	Tigres del Licey	—	15	13	1	1	0	0	1	5	0	1	1	77	143	154	297	77	111	33	7	132	-24	—	—	—	—	—	—
2014	23	AAA	Oklahoma City RedHawks	—	65	56	15	4	1	1	5	14	0	5	3	268	328	429	756	161	333	22	8	315	79	—	—	—	—	—	—
2014	23	AA	Corpus Christi Hooks	—	216	180	48	8	5	3	22	53	1	20	4	267	350	417	766	150	360	25	10	322	91	—	—	—	—	—	—
2014	23	A+	Lancaster JetHawks	—	159	130	31	6	4	1	19	36	1	14	3	238	340	369	709	131	316	23	12	304	58	—	—	—	—	—	—
2014	23	INTL	Cangrejeros de Santurce	—	56	49	12	1	1	0	3	9	2	8	0	245	315	306	621	61	300	16	5	277	74	—	—	—	—	—	—
2015	24	AAA	Rojos del Aguila de Veracruz	—	41	35	10	0	0	0	3	8	0	5	1	286	342	286	628		370	20	7	272	61	—	—	—	—	—	—
2015	24	AA	Arkansas Travelers	—	136	119	33	6	3	1	16	22	0	11	3	277	363	403	766	126	333	16	12	343	85	—	—	—	—	—	—
2015	24	A+	Inland Empire 66ers	—	138	125	32	4	1	2	8	28	1	10	2	256	306	352	658	96	309	20	6	289	49	—	—	—	—	—	—
2015	24	INTL	Puerto Rico	—	165	140	44	7	1	0	21	24	0	17	7	314	404	379	782	64	370	15	13	351	123	—	—	—	—	—	—
2016	25	AAA	Vaqueros de la Laguna	—	314	259	96	12	10	2	41	47	4	22	6	371	464	517	981	147	439	15	13	422	157	—	—	—	—	—	—
2016	25	INTL	Leones del Escogido	—	177	144	43	3	3	0	24	21	2	11	9	299	406	361	767	62	350	12	14	341	117	—	—	—	—	—	—
2017	26	AAA	Omaha Storm Chasers	—	174	153	34	8	1	2	16	32	0	11	2	222	296	327	623	105	264	18	9	276	45	—	—	—	—	—	—
2017	26	AA	Northwest Arkansas Naturals	—	132	115	30	5	4	2	13	30	1	6	1	261	341	426	767	165	337	23	10	334	72	—	—	—	—	—	—
2017	26	INTL	Leones del Escogido	—	108	89	17	5	1	0	17	15	0	1	5	191	321	270	590	79	230	14	16	276	73	—	—	—	—	—	—
2018	27	INTL	Dominican Republic	—	204	176	47	3	1	0	17	34	4	13	4	267	345	295	641	28	329	17	8	290	82	—	—	—	—	—	—
2019	28	AAA	Tigres de Quintana Roo	—	502	426	128	23	1	7	53	81	14	29	6	300	396	408	804	108	358	16	11	360	88	—	—	—	—	—	—
2019	28	INTL	Dominican Republic	—	178	148	41	5	0	0	28	26	1	10	3	277	395	311	706	34	336	15	16	333	111	—	—	—	—	—	—
2020	29	INTL	Toros del Este	—	93	73	11	1	2	0	19	21	1	4	1	151	333	219	553	68	212	23	20	277	73	—	—	—	—	—	—
2021	30	INTL	Cangrejeros de Santurce	—	118	96	25	1	0	0	16	26	3	2	4	260	379	271	650	10	347	22	14	308	95	—	—	—	—	—	—
2022	31	INTL	Toros del Este	—	19	17	3	0	0	0	2	4	0	1	0	176	263	176	440		231	21	11	216	33	—	—	—	—	—	—
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2011	20	A MLE	Lexington Legends	—	39	35	7	3	0	0	3	9	0	2	0	200	263	286	549	86	236	23	8	216	32	—	—	—	—	—	—
2011	20	ROK MLE	Greeneville Astros	—	156	137	28	5	1	0	14	38	2	12	3	204	288	255	543	51	263	24	9	237	47	—	—	—	—	—	—
2012	21	A MLE	Lexington Legends	—	145	131	35	3	2	0	11	33	0	13	2	267	324	321	645	53	340	23	8	281	76	—	—	—	—	—	—
2012	21	ROK MLE	Greeneville Astros	—	15	13	1	0	0	0	1	3	1	2	0	77	200	77	277		74	20	7	111	-39	—	—	—	—	—	—
2013	22	AAA MLE	Oklahoma City RedHawks	—	144	128	32	3	3	1	9	48	1	8	6	250	304	344	648	94	356	33	6	273	71	—	—	—	—	—	—
2013	22	A MLE	Quad Cities River Bandits	—	60	53	13	0	1	0	7	18	0	10	4	245	333	283	616	38	362	30	12	272	70	—	—	—	—	—	—
2014	23	AAA MLE	Oklahoma City RedHawks	—	65	57	15	4	1	1	4	18	0	5	3	263	311	421	733	158	316	28	6	285	79	—	—	—	—	—	—
2014	23	AA MLE	Corpus Christi Hooks	—	216	186	49	8	6	3	16	65	1	20	4	263	325	419	744	156	352	30	7	302	91	—	—	—	—	—	—
2014	23	A+ MLE	Lancaster JetHawks	—	159	135	28	5	3	1	14	51	1	14	3	207	287	311	598	104	290	32	9	254	58	—	—	—	—	—	—
2015	24	AAA MLE	Rojos del Aguila de Veracruz	—	41	36	11	0	0	0	2	10	0	5	1	306	342	306	648		357	24	5	258	61	—	—	—	—	—	—
2015	24	AA MLE	Arkansas Travelers	—	136	124	32	5	3	1	11	26	0	11	3	258	319	371	689	113	310	19	8	294	85	—	—	—	—	—	—
2015	24	A+ MLE	Inland Empire 66ers	—	138	127	28	3	1	2	6	39	1	10	2	220	261	307	568	87	277	28	4	240	49	—	—	—	—	—	—
2016	25	AAA MLE	Vaqueros de la Laguna	—	314	273	102	11	10	2	27	57	4	22	6	374	438	509	947	136	437	18	9	400	157	—	—	—	—	—	—
2017	26	AAA MLE	Omaha Storm Chasers	—	174	158	32	7	1	2	11	39	0	11	2	203	254	297	552	95	240	22	6	234	45	—	—	—	—	—	—
2017	26	AA MLE	Northwest Arkansas Naturals	—	132	120	26	4	4	1	8	38	1	6	1	217	271	342	613	125	303	29	6	274	72	—	—	—	—	—	—
2019	28	AAA MLE	Tigres de Quintana Roo	—	502	442	116	19	1	6	37	96	14	29	6	262	339	351	689	88	313	19	7	299	88	—	—	—	—	—	—
2011	20	ROK MLE	2 teams	—	195	172	33	7	1	0	17	48	2	14	3	192	272	244	516	52	264	25	9	233	44	—	—	—	—	—	—
2011	20	ROK RAW	2 teams	—	195	163	39	9	1	0	26	34	2	14	3	239	351	307	658	67	300	17	13	303	44	—	—	—	—	—	—
2012	21	A MLE	2 teams	—	160	144	36	3	2	0	12	36	1	15	2	250	312	299	611	49	330	22	8	265	66	—	—	—	—	—	—
2012	21	A RAW	2 teams	—	160	138	36	3	2	0	18	28	1	15	2	261	350	312	662	51	324	18	11	303	66	—	—	—	—	—	—
2013	22	AAA MLE	3 teams	—	219	194	48	4	4	1	17	71	1	19	11	247	311	325	636	77	376	32	8	273	71	—	—	—	—	—	—
2013	22	AAA RAW	3 teams	—	219	188	50	5	4	1	23	54	1	19	11	266	349	351	700	85	360	25	11	310	71	—	—	—	—	—	—
2014	23	AA MLE	4 teams	—	496	427	104	20	11	5	37	152	4	47	10	244	310	377	687	133	361	31	7	282	77	—	—	—	—	—	—
2014	23	AA RAW	4 teams	—	496	415	106	19	11	5	49	112	4	47	10	255	340	390	730	135	334	23	10	310	77	—	—	—	—	—	—
2015	24	INTL MLE	4 teams	—	480	439	106	13	5	4	28	112	1	43	13	241	288	321	610	80	311	23	6	266	66	—	—	—	—	—	—
2015	24	INTL RAW	4 teams	—	480	419	119	17	5	3	48	82	1	43	13	284	359	370	729	86	342	17	10	324	66	—	—	—	—	—	—
2016	25	AAA MLE	2 teams	—	491	426	160	18	16	3	42	89	6	33	15	376	439	514	953	138	464	18	9	400	157	—	—	—	—	—	—
2016	25	AAA RAW	2 teams	—	491	403	139	15	13	2	65	68	6	33	15	345	443	462	905	117	407	14	13	393	157	—	—	—	—	—	—
2017	26	AAA MLE	3 teams	—	414	377	79	15	7	4	26	104	1	18	8	210	262	318	581	109	277	25	6	251	56	—	—	—	—	—	—
2017	26	AAA RAW	3 teams	—	414	357	81	18	6	4	46	77	1	18	8	227	317	345	661	118	277	19	11	294	56	—	—	—	—	—	—
2018	27	INTL MLE	Dominican Republic	—	204	176	47	3	1	0	17	34	4	13	4	267	345	295	641	28	329	17	8	—	—	—	—	—	—	—	—
2018	27	INTL RAW	Dominican Republic	—	204	176	47	3	1	0	17	34	4	13	4	267	345	295	641	28	329	17	8	290	82	—	—	—	—	—	—
2019	28	AAA MLE	2 teams	—	680	605	155	25	1	7	50	131	15	39	9	256	328	336	664	79	317	19	7	299	88	—	—	—	—	—	—
2019	28	AAA RAW	2 teams	—	680	574	169	28	1	7	81	107	15	39	9	294	396	383	779	89	352	16	12	353	88	—	—	—	—	—	—
2020	29	INTL MLE	Toros del Este	—	93	73	11	1	2	0	19	21	1	4	1	151	333	219	553	68	212	23	20	—	—	—	—	—	—	—	—
2020	29	INTL RAW	Toros del Este	—	93	73	11	1	2	0	19	21	1	4	1	151	333	219	553	68	212	23	20	277	73	—	—	—	—	—	—
2021	30	INTL MLE	Cangrejeros de Santurce	—	118	96	25	1	0	0	16	26	3	2	4	260	379	271	650	10	347	22	14	—	—	—	—	—	—	—	—
2021	30	INTL RAW	Cangrejeros de Santurce	—	118	96	25	1	0	0	16	26	3	2	4	260	379	271	650	10	347	22	14	308	95	—	—	—	—	—	—
2022	31	INTL MLE	Toros del Este	—	19	17	3	0	0	0	2	4	0	1	0	176	263	176	440		231	21	11	—	—	—	—	—	—	—	—
2022	31	INTL RAW	Toros del Este	—	19	17	3	0	0	0	2	4	0	1	0	176	263	176	440		231	21	11	216	33	—	—	—	—	—	—
2011	20	ROK MLE	2 teams	—	195	174	33	7	1	0	17	48	2	14	3	190	272	241	514	52	258	25	9	233	44	—	—	—	—	—	—
2012	21	A MLE	2 teams	—	160	146	36	3	2	0	12	36	1	15	2	247	312	295	607	48	315	22	8	265	66	—	—	—	—	—	—
2013	22	AAA MLE	3 teams	—	219	199	48	4	4	1	17	71	1	19	11	241	311	317	628	75	358	32	8	273	71	—	—	—	—	—	—
2014	23	AA MLE	4 teams	—	496	452	104	20	11	5	37	152	4	47	10	230	310	356	666	126	324	31	7	282	77	—	—	—	—	—	—
2015	24	INTL MLE	4 teams	—	480	448	106	13	5	4	28	112	1	43	13	237	288	315	603	78	302	23	6	266	66	—	—	—	—	—	—
2016	25	AAA MLE	2 teams	—	491	440	160	18	16	3	42	89	6	33	15	364	439	498	937	134	437	18	9	400	157	—	—	—	—	—	—
2017	26	AAA MLE	3 teams	—	414	384	79	15	7	4	26	104	1	18	8	206	262	312	575	107	267	25	6	251	56	—	—	—	—	—	—
2019	28	AAA MLE	2 teams	—	680	610	155	25	1	7	50	131	15	39	9	254	328	333	661	79	313	19	7	299	88	—	—	—	—	—	—
▸ Career Totals
Career	—	MLE		—	3569	3146	807	110	50	24	283	828	39	248	80	257	325	346	672	90	338	23	8	257	60	-168	+18	+0	-38	+77	-11.4
/ 162G	—	MLE		—	650	573	146	20	9	4	52	151	7	45	15	255	324	342	666	87	336	23	8	257	60	-31	+3	+0	-7	+14	-2.1

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 AAATigres de Quintana Roo · 502 PAwOBA .350 → .299 (−52)K% 16.1% → 19.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.14%	÷1.008	×1.200	—	—	19.20%
BB% (unintentional) /PA	10.36%	÷0.966	×0.690	—	×0.982	7.26%
HBP% /PA	2.79%	—	×0.940	—	×0.982	2.57%
Singles /BIP	28.12%	÷0.962	×0.930	×0.950	×0.982	25.36%
Doubles /BIP	6.67%	÷0.990	×0.830	×0.950	×0.982	5.21%
Triples /BIP	0.29%	÷0.900	×0.920	×0.950	×0.982	0.28%
Home runs /BIP	2.03%	÷0.898	×0.700	—	×0.982	1.55%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 80, 1B 92, 2B 98, 3B 80, K 102, BB 93 — 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 ×0.950.

Result: wOBA .350 → .299; ISO .108 → .087; BABIP .358 → .313. 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 AAAOmaha Storm Chasers · 174 PAwOBA .272 → .234 (−38)K% 18.4% → 22.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.39%	÷1.054	×1.290	—	—	22.50%
BB% (unintentional) /PA	9.20%	÷1.076	×0.710	—	×1.003	6.08%
HBP% /PA	0.00%	—	×0.980	—	×1.003	0.00%
Singles /BIP	19.01%	÷1.024	×0.900	×1.050	×1.003	17.60%
Doubles /BIP	6.61%	÷0.985	×0.810	×1.050	×1.003	5.73%
Triples /BIP	0.83%	÷0.914	×0.810	×1.050	×1.003	0.77%
Home runs /BIP	1.65%	÷0.956	×0.780	—	×1.003	1.35%

Factors used: league row PCL. Park (home-season share, regressed): HR 91, 1B 105, 2B 97, 3B 83, K 111, BB 115 — 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 .272 → .234; ISO .105 → .092; BABIP .264 → .240. 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 AANorthwest Arkansas Naturals · 132 PAwOBA .322 → .274 (−49)K% 22.7% → 28.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	22.73%	÷0.967	×1.220	—	—	28.66%
BB% (unintentional) /PA	9.09%	÷0.982	×0.700	—	×0.978	6.34%
HBP% /PA	0.76%	—	×0.870	—	×0.978	0.64%
Singles /BIP	22.35%	÷1.051	×0.920	×1.050	×0.978	20.10%
Doubles /BIP	5.88%	÷1.091	×0.840	×1.050	×0.978	4.65%
Triples /BIP	4.71%	÷0.900	×0.940	×1.050	×0.978	5.05%
Home runs /BIP	2.35%	÷1.114	×0.800	—	×0.978	1.65%

Factors used: league row TL. Park (home-season share, regressed): HR 123, 1B 110, 2B 118, 3B 80, K 93, BB 96 — applied at half strength. Age: age 27 vs a level average of 24.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.

Result: wOBA .322 → .274; ISO .165 → .146; BABIP .337 → .303. 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 AAAVaqueros de la Laguna · 314 PAwOBA .416 → .400 (−16)K% 15.0% → 18.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	14.97%	÷0.986	×1.200	—	—	18.22%
BB% (unintentional) /PA	12.74%	÷1.051	×0.690	—	×1.018	8.51%
HBP% /PA	1.27%	—	×0.940	—	×1.018	1.22%
Singles /BIP	33.96%	÷0.963	×0.930	×1.041	×1.018	34.77%
Doubles /BIP	5.66%	÷0.992	×0.830	×1.041	×1.018	5.02%
Triples /BIP	4.72%	÷1.046	×0.920	×1.041	×1.018	4.40%
Home runs /BIP	0.94%	÷0.929	×0.700	—	×1.018	0.72%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 86, 1B 93, 2B 98, 3B 109, K 97, BB 110 — 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 ×1.041.

Result: wOBA .416 → .400; ISO .147 → .140; BABIP .439 → .437. 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 A+Inland Empire 66ers · 138 PAwOBA .285 → .240 (−46)K% 20.3% → 28.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	20.29%	÷0.972	×1.340	—	—	27.96%
BB% (unintentional) /PA	5.80%	÷1.013	×0.710	—	×0.978	3.97%
HBP% /PA	0.72%	—	×0.790	—	×0.978	0.56%
Singles /BIP	25.77%	÷1.021	×0.910	×1.050	×0.978	23.60%
Doubles /BIP	4.12%	÷1.000	×0.820	×1.050	×0.978	3.47%
Triples /BIP	1.03%	÷1.150	×0.760	×1.050	×0.978	0.70%
Home runs /BIP	2.06%	÷0.896	×0.920	—	×0.978	2.07%

Factors used: league row CAL. Park (home-season share, regressed): HR 79, 1B 104, 2B 100, 3B 130, K 94, BB 103 — applied at half strength. Age: age 25 vs a level average of 22.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.

Result: wOBA .285 → .240; ISO .096 → .083; BABIP .309 → .277. 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 AAArkansas Travelers · 136 PAwOBA .332 → .294 (−38)K% 16.2% → 18.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.18%	÷1.047	×1.220	—	—	18.84%
BB% (unintentional) /PA	11.03%	÷0.985	×0.700	—	×0.998	7.82%
HBP% /PA	0.00%	—	×0.870	—	×0.998	0.00%
Singles /BIP	23.71%	÷1.002	×0.920	×1.050	×0.998	22.81%
Doubles /BIP	6.19%	÷1.033	×0.840	×1.050	×0.998	5.27%
Triples /BIP	3.09%	÷1.150	×0.940	×1.050	×0.998	2.65%
Home runs /BIP	1.03%	÷1.022	×0.800	—	×0.998	0.81%

Factors used: league row TL. Park (home-season share, regressed): HR 104, 1B 100, 2B 107, 3B 130, K 109, BB 97 — applied at half strength. Age: age 25 vs a level average of 24.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.

Result: wOBA .332 → .294; ISO .126 → .109; BABIP .333 → .310. 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 · 41 PAwOBA .265 → .258 (−7)K% 19.5% → 23.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.51%	÷1.009	×1.200	—	—	23.21%
BB% (unintentional) /PA	7.32%	÷1.121	×0.690	—	×1.033	4.65%
HBP% /PA	0.00%	—	×0.940	—	×1.033	0.00%
Singles /BIP	37.04%	÷0.998	×0.930	—	×1.033	35.66%
Doubles /BIP	0.00%	÷1.074	×0.830	—	×1.033	0.00%
Triples /BIP	0.00%	÷0.900	×0.920	—	×1.033	0.00%
Home runs /BIP	0.00%	÷0.920	×0.700	—	×1.033	0.00%

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 25 vs a level average of 27.2 → +3.3% on BB/HBP/hit rates (2.2 yr younger than average).

Result: wOBA .265 → .258; ISO .000 → .000; BABIP .370 → .357. 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 AACorpus Christi Hooks · 216 PAwOBA .316 → .302 (−14)K% 24.5% → 30.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	24.54%	÷0.988	×1.220	—	—	30.31%
BB% (unintentional) /PA	10.19%	÷0.991	×0.700	—	×1.012	7.28%
HBP% /PA	0.46%	—	×0.870	—	×1.012	0.41%
Singles /BIP	25.20%	÷1.022	×0.920	×1.050	×1.012	24.09%
Doubles /BIP	6.30%	÷0.890	×0.840	×1.050	×1.012	6.32%
Triples /BIP	3.94%	÷0.900	×0.940	×1.050	×1.012	4.37%
Home runs /BIP	2.36%	÷0.956	×0.800	—	×1.012	2.00%

Factors used: league row TL. Park (home-season share, regressed): HR 91, 1B 104, 2B 78, 3B 80, K 98, BB 98 — applied at half strength. Age: age 24 vs a level average of 24.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.

Result: wOBA .316 → .302; ISO .150 → .157; BABIP .360 → .352. 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 — .