Sebastian Valle

PosC

B/TR/R

Born1990-07-24

Age (2027)37

No MLB projection yet. Career stats below are historical.

Overview

INTLLAST SEASON 2024

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR
2022	32	INTLYaquis de Obr…	231	.206/.265/.378	8	3	76	—
2023	33	INTLCharros de Ja…	140	.216/.263/.440	8	0	85	—
2024	34	INTLCharros de Ja…	44	.095/.136/.238	2	0	-1	—

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)
2007	17	ROK	DSL Phillies	—	214	176	50	13	1	2	29	26	5	4	4	284	400	403	803	119	322	12	14	360	51	—	—	—	—	—	—
2008	18	ROK	GCL Phillies	—	185	167	47	15	0	2	12	31	4	0	0	281	344	407	751	126	331	17	6	335	46	—	—	—	—	—	—
2009	19	A	Lakewood BlueClaws	—	179	157	35	12	1	1	16	37	5	1	2	223	315	331	646	108	283	21	9	296	47	—	—	—	—	—	—
2010	20	A	Lakewood BlueClaws	—	485	447	114	28	1	16	27	101	3	3	2	255	302	430	731	174	292	21	6	318	69	—	—	—	—	—	—
2010	20	INTL	Caneros de los Mochis	—	168	160	45	8	1	8	5	39	1	1	2	281	307	494	801	213	322	23	3	346	120	—	—	—	—	—	—
2011	21	A+	Clearwater Threshers	—	365	348	99	19	2	5	13	84	2	0	0	284	314	394	708	109	360	23	4	314	51	—	—	—	—	—	—
2011	21	INTL	Caneros de los Mochis	—	89	80	14	3	0	3	7	28	2	0	1	175	258	325	583	150	224	31	8	266	66	—	—	—	—	—	—
2012	22	AAA	Lehigh Valley IronPigs	—	82	78	17	2	0	4	2	31	0	0	1	218	237	397	635	179	289	38	2	271	32	—	—	—	—	—	—
2012	22	AA	Reading Phillies	—	329	310	81	13	1	13	11	83	0	0	2	261	287	435	722	174	308	25	3	310	59	—	—	—	—	—	—
2012	22	INTL	Caneros de los Mochis	—	93	83	16	4	0	2	5	36	1	0	0	193	247	313	560	120	298	39	5	243	50	—	—	—	—	—	—
2013	23	AA	Reading Fightin Phils	—	379	354	72	15	2	12	19	88	1	1	1	203	246	359	605	155	234	23	5	265	29	—	—	—	—	—	—
2013	23	INTL	Mexico	—	169	153	47	7	1	5	10	35	1	0	2	307	354	464	818	157	368	21	6	352	124	—	—	—	—	—	—
2014	24	AAA	Lehigh Valley IronPigs	—	135	127	28	7	0	4	4	33	0	0	0	220	244	370	614	150	261	24	3	263	49	—	—	—	—	—	—
2014	24	AA	Reading Fightin Phils	—	120	113	29	4	0	1	5	19	0	0	0	257	288	319	607	62	298	16	4	270	47	—	—	—	—	—	—
2014	24	INTL	Caneros de los Mochis	—	145	128	40	8	0	6	12	22	2	0	1	312	380	516	896	203	337	15	8	387	148	—	—	—	—	—	—
2015	25	AA	Altoona Curve	—	273	247	69	21	0	4	22	56	1	1	2	279	341	413	754	134	348	21	8	334	80	—	—	—	—	—	—
2015	25	INTL	Mexico	—	150	139	29	11	0	2	6	40	1	1	0	209	247	331	578	122	270	27	4	251	56	—	—	—	—	—	—
2016	26	AA	Trenton Thunder	—	244	228	46	11	0	4	13	72	0	0	0	202	245	303	547	101	273	30	5	244	19	—	—	—	—	—	—
2016	26	INTL	Mexico	—	195	171	40	7	0	6	18	53	1	2	0	234	311	380	691	146	298	27	9	304	92	—	—	—	—	—	—
2017	27	AAA	Leones de Yucatan	—	55	47	13	2	0	1	7	18	1	0	0	277	382	383	765	106	429	33	13	351	74	—	—	—	—	—	—
2017	27	INTL	Mexico	—	171	155	29	7	0	6	11	53	2	1	0	187	250	348	598	161	237	31	6	264	65	—	—	—	—	—	—
2018	28	INTL	Venados de Mazatlan	—	176	148	27	5	1	6	22	55	2	2	1	182	297	351	648	169	239	31	12	289	82	—	—	—	—	—	—
2019	29	AAA	Leones de Yucatan	—	406	341	91	20	1	11	48	86	5	3	1	267	365	428	794	161	319	21	12	347	84	—	—	—	—	—	—
2019	29	INTL	Venados de Mazatlan	—	162	143	27	4	1	7	14	33	1	0	1	189	266	378	643	189	190	20	9	280	76	—	—	—	—	—	—
2020	30	INTL	Yaquis de Obregon	—	204	175	51	11	0	12	27	38	1	1	1	291	389	560	949	269	310	19	13	412	165	—	—	—	—	—	—
2022	32	INTL	Yaquis de Obregon	—	231	209	43	12	0	8	16	64	1	3	1	206	265	378	643	172	250	28	7	280	76	—	—	—	—	—	—
2023	33	INTL	Charros de Jalisco	—	140	125	27	4	0	8	5	47	3	0	3	216	263	440	703	224	260	34	4	293	85	—	—	—	—	—	—
2024	34	INTL	Charros de Jalisco	—	44	42	4	0	0	2	2	19	0	0	0	95	136	238	374	143	95	43	5	167	-1	—	—	—	—	—	—
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2007	17	ROK MLE	DSL Phillies	—	214	186	35	8	1	1	19	32	5	4	4	188	281	258	539	70	213	15	9	243	51	—	—	—	—	—	—
2008	18	ROK MLE	GCL Phillies	—	185	171	35	10	0	2	8	45	4	0	0	205	257	298	555	94	253	24	4	236	46	—	—	—	—	—	—
2009	19	A MLE	Lakewood BlueClaws	—	179	162	31	10	1	1	11	50	5	1	2	191	264	284	548	93	258	28	6	238	47	—	—	—	—	—	—
2010	20	A MLE	Lakewood BlueClaws	—	485	456	101	23	1	15	18	135	3	3	2	221	256	375	631	154	269	28	4	270	69	—	—	—	—	—	—
2011	21	A+ MLE	Clearwater Threshers	—	365	351	79	16	2	3	10	120	2	0	0	225	251	308	558	83	325	33	3	243	51	—	—	—	—	—	—
2012	22	AAA MLE	Lehigh Valley IronPigs	—	82	79	15	2	0	3	1	35	0	0	1	190	200	329	529	139	260	43	1	215	32	—	—	—	—	—	—
2012	22	AA MLE	Reading Phillies	—	329	313	72	10	1	8	8	105	0	0	2	230	249	345	594	115	299	32	2	255	59	—	—	—	—	—	—
2013	23	AA MLE	Reading Fightin Phils	—	379	360	64	14	2	8	13	111	1	1	1	178	209	294	503	117	222	29	3	211	29	—	—	—	—	—	—
2014	24	AAA MLE	Lehigh Valley IronPigs	—	135	128	27	6	0	4	3	38	0	0	0	211	229	352	581	141	245	28	2	240	49	—	—	—	—	—	—
2014	24	AA MLE	Reading Fightin Phils	—	120	115	28	3	0	1	3	24	0	0	0	243	263	296	558	52	287	20	2	238	47	—	—	—	—	—	—
2015	25	AA MLE	Altoona Curve	—	273	254	64	19	0	3	15	68	1	1	2	252	296	362	659	110	328	25	5	287	80	—	—	—	—	—	—
2016	26	AA MLE	Trenton Thunder	—	244	232	40	9	0	3	9	88	0	0	0	172	203	250	453	78	255	36	4	197	19	—	—	—	—	—	—
2017	27	AAA MLE	Leones de Yucatan	—	55	49	12	2	0	1	5	21	1	0	0	245	327	347	674	102	385	38	9	277	74	—	—	—	—	—	—
2019	29	AAA MLE	Leones de Yucatan	—	406	356	83	18	1	10	33	102	5	3	1	233	307	374	681	140	275	25	8	293	84	—	—	—	—	—	—
2007	17	ROK MLE	DSL Phillies	—	214	186	35	8	1	1	19	32	5	4	4	188	281	258	539	70	221	15	9	243	51	—	—	—	—	—	—
2007	17	ROK RAW	DSL Phillies	—	214	176	50	13	1	2	29	26	5	4	4	284	400	403	803	119	322	12	14	360	51	—	—	—	—	—	—
2008	18	ROK MLE	GCL Phillies	—	185	171	35	10	0	2	8	45	4	0	0	205	257	298	555	94	262	24	4	236	46	—	—	—	—	—	—
2008	18	ROK RAW	GCL Phillies	—	185	167	47	15	0	2	12	31	4	0	0	281	344	407	751	126	331	17	6	335	46	—	—	—	—	—	—
2009	19	A MLE	Lakewood BlueClaws	—	179	162	31	10	1	1	11	50	5	1	2	191	264	284	548	93	268	28	6	238	47	—	—	—	—	—	—
2009	19	A RAW	Lakewood BlueClaws	—	179	157	35	12	1	1	16	37	5	1	2	223	315	331	646	108	283	21	9	296	47	—	—	—	—	—	—
2010	20	A MLE	2 teams	—	653	614	136	32	1	20	25	182	4	4	4	221	257	375	631	153	276	28	4	270	69	—	—	—	—	—	—
2010	20	A RAW	2 teams	—	653	607	159	36	2	24	32	140	4	4	4	262	303	446	750	185	299	21	5	325	69	—	—	—	—	—	—
2011	21	A+ MLE	2 teams	—	454	436	98	20	2	4	12	149	4	0	1	225	252	307	560	83	330	33	3	243	51	—	—	—	—	—	—
2011	21	A+ RAW	2 teams	—	454	428	113	22	2	8	20	112	4	0	1	264	303	381	684	117	339	25	4	305	51	—	—	—	—	—	—
2012	22	AA MLE	3 teams	—	504	478	106	14	1	13	11	172	1	0	3	222	241	337	578	115	306	34	2	247	53	—	—	—	—	—	—
2012	22	AA RAW	3 teams	—	504	471	114	19	1	19	18	150	1	0	3	242	271	408	679	166	304	30	4	291	53	—	—	—	—	—	—
2013	23	AA MLE	2 teams	—	548	517	90	20	2	11	19	161	2	1	3	174	206	284	491	110	227	29	3	211	29	—	—	—	—	—	—
2013	23	AA RAW	2 teams	—	548	507	119	22	3	17	29	123	2	1	3	235	279	391	669	156	276	22	5	292	29	—	—	—	—	—	—
2014	24	INTL MLE	3 teams	—	400	380	85	15	0	7	9	96	2	0	1	224	246	318	564	95	278	24	2	239	48	—	—	—	—	—	—
2014	24	INTL RAW	3 teams	—	400	368	97	19	0	11	21	74	2	0	1	264	307	405	712	141	300	18	5	310	48	—	—	—	—	—	—
2015	25	AA MLE	2 teams	—	423	391	99	29	0	5	23	105	2	2	2	253	298	366	664	113	331	25	5	287	80	—	—	—	—	—	—
2015	25	AA RAW	2 teams	—	423	386	98	32	0	6	28	96	2	2	2	254	308	383	691	130	321	23	7	305	80	—	—	—	—	—	—
2016	26	AA MLE	2 teams	—	439	415	72	16	0	5	15	158	1	2	0	173	204	248	452	75	262	36	3	197	19	—	—	—	—	—	—
2016	26	AA RAW	2 teams	—	439	399	86	18	0	10	31	125	1	2	0	216	274	336	610	120	284	28	7	271	19	—	—	—	—	—	—
2017	27	INTL MLE	2 teams	—	226	200	46	6	0	3	20	87	3	1	0	230	309	305	614	75	387	38	9	277	74	—	—	—	—	—	—
2017	27	INTL RAW	2 teams	—	226	202	42	9	0	7	18	71	3	1	0	208	283	356	639	149	280	31	8	285	74	—	—	—	—	—	—
2018	28	INTL MLE	Venados de Mazatlan	—	176	148	27	5	1	6	22	55	2	2	1	182	297	351	648	169	239	31	12	—	—	—	—	—	—	—	—
2018	28	INTL RAW	Venados de Mazatlan	—	176	148	27	5	1	6	22	55	2	2	1	182	297	351	648	169	239	31	12	289	82	—	—	—	—	—	—
2019	29	AAA MLE	2 teams	—	568	500	116	25	1	14	46	142	6	3	2	232	304	370	674	138	289	25	8	293	84	—	—	—	—	—	—
2019	29	AAA RAW	2 teams	—	568	484	118	24	2	18	62	119	6	3	2	244	337	413	750	169	281	21	11	328	84	—	—	—	—	—	—
2020	30	INTL MLE	Yaquis de Obregon	—	204	175	51	11	0	12	27	38	1	1	1	291	389	560	949	269	310	19	13	—	—	—	—	—	—	—	—
2020	30	INTL RAW	Yaquis de Obregon	—	204	175	51	11	0	12	27	38	1	1	1	291	389	560	949	269	310	19	13	412	165	—	—	—	—	—	—
2022	32	INTL MLE	Yaquis de Obregon	—	231	209	43	12	0	8	16	64	1	3	1	206	265	378	643	172	250	28	7	—	—	—	—	—	—	—	—
2022	32	INTL RAW	Yaquis de Obregon	—	231	209	43	12	0	8	16	64	1	3	1	206	265	378	643	172	250	28	7	280	76	—	—	—	—	—	—
2023	33	INTL MLE	Charros de Jalisco	—	140	125	27	4	0	8	5	47	3	0	3	216	263	440	703	224	260	34	4	—	—	—	—	—	—	—	—
2023	33	INTL RAW	Charros de Jalisco	—	140	125	27	4	0	8	5	47	3	0	3	216	263	440	703	224	260	34	4	293	85	—	—	—	—	—	—
2024	34	INTL MLE	Charros de Jalisco	—	44	42	4	0	0	2	2	19	0	0	0	95	136	238	374	143	95	43	5	—	—	—	—	—	—	—	—
2024	34	INTL RAW	Charros de Jalisco	—	44	42	4	0	0	2	2	19	0	0	0	95	136	238	374	143	95	43	5	167	-1	—	—	—	—	—	—
2007	17	ROK MLE	DSL Phillies	—	214	188	35	8	1	1	19	32	5	4	4	186	281	255	536	69	213	15	9	243	51	—	—	—	—	—	—
2008	18	ROK MLE	GCL Phillies	—	185	171	35	10	0	2	8	45	4	0	0	205	257	298	555	94	253	24	4	236	46	—	—	—	—	—	—
2009	19	A MLE	Lakewood BlueClaws	—	179	161	31	10	1	1	11	50	5	1	2	193	264	286	550	93	258	28	6	238	47	—	—	—	—	—	—
2010	20	A MLE	2 teams	—	653	619	136	32	1	20	25	182	4	4	4	220	257	372	628	152	269	28	4	270	69	—	—	—	—	—	—
2011	21	A+ MLE	2 teams	—	454	435	98	20	2	4	12	149	4	0	1	225	252	308	560	83	325	33	3	243	51	—	—	—	—	—	—
2012	22	AA MLE	3 teams	—	504	487	106	14	1	13	11	172	1	0	3	218	241	331	571	113	291	34	2	247	53	—	—	—	—	—	—
2013	23	AA MLE	2 teams	—	548	522	90	20	2	11	19	161	2	1	3	172	206	282	488	109	222	29	3	211	29	—	—	—	—	—	—
2014	24	INTL MLE	3 teams	—	400	386	85	15	0	7	9	96	2	0	1	220	246	313	559	93	265	24	2	239	48	—	—	—	—	—	—
2015	25	AA MLE	2 teams	—	423	395	99	29	0	5	23	105	2	2	2	251	298	362	660	111	328	25	5	287	80	—	—	—	—	—	—
2016	26	AA MLE	2 teams	—	439	420	72	16	0	5	15	158	1	2	0	171	204	245	449	74	255	36	3	197	19	—	—	—	—	—	—
2017	27	INTL MLE	2 teams	—	226	201	46	6	0	3	20	87	3	1	0	229	309	303	613	75	385	38	9	277	74	—	—	—	—	—	—
2019	29	AAA MLE	2 teams	—	568	511	116	25	1	14	46	142	6	3	2	227	304	362	666	135	275	25	8	293	84	—	—	—	—	—	—
▸ Career Totals
Career	—	MLE		—	5588	5149	1101	237	10	122	290	1602	46	24	28	214	262	335	597	121	281	29	5	214	31	-458	-6	+0	+100	+121	-24.8
/ 162G	—	MLE		—	650	599	128	28	1	14	34	186	5	3	3	214	262	334	596	120	281	29	5	214	31	-53	-1	+0	+12	+14	-2.9

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 · 406 PAwOBA .344 → .293 (−50)K% 21.2% → 25.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	21.18%	÷1.018	×1.200	—	—	24.97%
BB% (unintentional) /PA	11.82%	÷0.986	×0.690	—	×0.982	8.12%
HBP% /PA	1.23%	—	×0.940	—	×0.982	1.14%
Singles /BIP	23.14%	÷0.992	×0.930	×0.950	×0.982	20.24%
Doubles /BIP	7.84%	÷0.910	×0.830	×0.950	×0.982	6.67%
Triples /BIP	0.39%	÷1.150	×0.920	×0.950	×0.982	0.29%
Home runs /BIP	4.31%	÷0.792	×0.700	—	×0.982	3.74%

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 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 .344 → .293; ISO .161 → .145; BABIP .319 → .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).

2017 AAALeones de Yucatan · 55 PAwOBA .343 → .277 (−65)K% 32.7% → 38.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	32.73%	÷1.015	×1.200	—	—	38.71%
BB% (unintentional) /PA	12.73%	÷0.998	×0.690	—	×1.003	8.83%
HBP% /PA	1.82%	—	×0.940	—	×1.003	1.71%
Singles /BIP	34.48%	÷1.002	×0.930	—	×1.003	32.11%
Doubles /BIP	6.90%	÷1.054	×0.830	—	×1.003	5.45%
Triples /BIP	0.00%	÷0.900	×0.920	—	×1.003	0.00%
Home runs /BIP	3.45%	÷0.945	×0.700	—	×1.003	2.56%

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 27 vs a level average of 27.2 → +0.3% on BB/HBP/hit rates (0.2 yr younger than average).

Result: wOBA .343 → .277; ISO .106 → .078; BABIP .429 → .385. 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 AATrenton Thunder · 244 PAwOBA .240 → .197 (−42)K% 29.5% → 36.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	29.51%	÷0.997	×1.220	—	—	36.11%
BB% (unintentional) /PA	5.33%	÷1.061	×0.700	—	×0.988	3.47%
HBP% /PA	0.00%	—	×0.850	—	×0.988	0.00%
Singles /BIP	19.87%	÷0.981	×0.970	×0.988	×0.988	19.18%
Doubles /BIP	7.05%	÷0.962	×0.860	×0.988	×0.988	6.15%
Triples /BIP	0.00%	÷1.039	×0.950	×0.988	×0.988	0.00%
Home runs /BIP	2.56%	÷1.015	×0.780	—	×0.988	1.95%

Factors used: league row EL. Park (home-season share, regressed): HR 103, 1B 96, 2B 92, 3B 108, K 99, BB 112 — applied at half strength. Age: age 26 vs a level average of 24.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.988.

Result: wOBA .240 → .197; ISO .101 → .078; BABIP .273 → .255. 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 AAAltoona Curve · 273 PAwOBA .324 → .287 (−37)K% 20.5% → 24.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	20.51%	÷1.005	×1.220	—	—	24.89%
BB% (unintentional) /PA	7.69%	÷1.004	×0.700	—	×0.998	5.35%
HBP% /PA	0.37%	—	×0.850	—	×0.998	0.31%
Singles /BIP	23.04%	÷0.997	×0.970	×0.996	×0.998	22.29%
Doubles /BIP	10.99%	÷0.953	×0.860	×0.996	×0.998	9.87%
Triples /BIP	0.00%	÷1.150	×0.950	×0.996	×0.998	0.00%
Home runs /BIP	2.09%	÷0.912	×0.780	—	×0.998	1.79%

Factors used: league row EL. Park (home-season share, regressed): HR 82, 1B 99, 2B 91, 3B 130, K 101, BB 101 — 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 ×0.996.

Result: wOBA .324 → .287; ISO .134 → .117; BABIP .348 → .328. 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 AAALehigh Valley IronPigs · 135 PAwOBA .259 → .240 (−19)K% 24.4% → 27.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	24.44%	÷1.050	×1.200	—	—	27.95%
BB% (unintentional) /PA	2.96%	÷0.970	×0.690	—	×1.048	2.21%
HBP% /PA	0.00%	—	×0.940	—	×1.048	0.00%
Singles /BIP	18.09%	÷1.006	×0.930	×0.999	×1.048	17.51%
Doubles /BIP	7.45%	÷0.999	×0.830	×0.999	×1.048	6.48%
Triples /BIP	0.00%	÷1.136	×0.970	×0.999	×1.048	0.00%
Home runs /BIP	4.26%	÷0.922	×0.840	—	×1.048	4.06%

Factors used: league row IL. Park (home-season share, regressed): HR 84, 1B 101, 2B 100, 3B 127, K 110, BB 94 — applied at half strength. Age: age 24 vs a level average of 27.2 → +4.8% on BB/HBP/hit rates (3.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.999.

Result: wOBA .259 → .240; ISO .150 → .139; BABIP .261 → .245. 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 AAReading Fightin Phils · 120 PAwOBA .262 → .238 (−24)K% 15.8% → 19.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.83%	÷0.974	×1.220	—	—	19.82%
BB% (unintentional) /PA	3.33%	÷1.064	×0.700	—	×1.012	2.22%
HBP% /PA	0.00%	—	×0.850	—	×1.012	0.00%
Singles /BIP	25.53%	÷0.974	×0.970	×0.979	×1.012	25.18%
Doubles /BIP	4.26%	÷0.984	×0.860	×0.979	×1.012	3.68%
Triples /BIP	0.00%	÷0.923	×0.950	×0.979	×1.012	0.00%
Home runs /BIP	1.06%	÷1.317	×0.780	—	×1.012	0.64%

Factors used: league row EL. Park (home-season share, regressed): HR 163, 1B 95, 2B 97, 3B 85, K 95, BB 113 — 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 ×0.979.

Result: wOBA .262 → .238; ISO .062 → .046; BABIP .298 → .287. 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 AAReading Fightin Phils · 379 PAwOBA .259 → .211 (−48)K% 23.2% → 29.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	23.22%	÷0.964	×1.220	—	—	29.39%
BB% (unintentional) /PA	5.01%	÷1.074	×0.700	—	×1.027	3.36%
HBP% /PA	0.26%	—	×0.850	—	×1.027	0.23%
Singles /BIP	16.17%	÷1.022	×0.970	×0.987	×1.027	15.55%
Doubles /BIP	5.64%	÷0.892	×0.860	×0.987	×1.027	5.51%
Triples /BIP	0.75%	÷1.144	×0.950	×0.987	×1.027	0.63%
Home runs /BIP	4.51%	÷1.205	×0.780	—	×1.027	3.00%

Factors used: league row EL. Park (home-season share, regressed): HR 141, 1B 104, 2B 78, 3B 129, K 93, BB 115 — applied at half strength. Age: age 23 vs a level average of 24.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.987.

Result: wOBA .259 → .211; ISO .155 → .113; BABIP .234 → .222. 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 AAReading Phillies · 329 PAwOBA .306 → .255 (−51)K% 25.2% → 32.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	25.23%	÷0.963	×1.220	—	—	31.96%
BB% (unintentional) /PA	3.04%	÷0.947	×0.700	—	×1.042	2.34%
HBP% /PA	0.00%	—	×0.850	—	×1.042	0.00%
Singles /BIP	23.79%	÷0.960	×0.970	×0.987	×1.042	24.72%
Doubles /BIP	5.73%	÷1.117	×0.860	×0.987	×1.042	4.54%
Triples /BIP	0.44%	÷0.900	×0.950	×0.987	×1.042	0.48%
Home runs /BIP	5.73%	÷1.289	×0.780	—	×1.042	3.61%

Factors used: league row EL. Park (home-season share, regressed): HR 158, 1B 92, 2B 123, 3B 80, K 93, BB 89 — applied at half strength. Age: age 22 vs a level average of 24.8 → +4.2% on BB/HBP/hit rates (2.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.987.

Result: wOBA .306 → .255; ISO .174 → .114; BABIP .308 → .299. 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 — .