Alcides Escobar

PosSS

B/TR/R

Born1986-12-16

Age (2027)40

No MLB projection yet. Career stats below are historical.

Overview

INTL

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR
2024	37	INTLTiburones de …	217	.321/.381/.418	1	9	128	—
2025	38	INTLTiburones de …	187	.316/.357/.437	2	4	123	—
2026	39	INTLTiburones de …	38	.235/.278/.235	0	0	41	—

Contract

No contract data on file.

Skills · percentileStatcast 2018-2022

Speed68

xwOBA26

Barrel%10

Avg EV10

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	18	A	West Virginia Power	—	563	520	141	25	8	2	20	90	7	30	13	271	307	362	668	90	322	16	4	292	68	—	—	—	—	—	—
2006	19	A+	Brevard County Manatees	—	386	350	90	9	1	2	19	56	3	28	8	257	301	306	607	49	294	15	5	268	59	—	—	—	—	—	—
2007	20	AA	Huntsville Stars	—	245	226	64	5	4	1	11	36	0	4	3	283	316	354	670	71	330	15	4	292	71	—	—	—	—	—	—
2007	20	A+	Brevard County Manatees	—	283	268	87	8	3	0	7	35	3	18	10	325	349	377	726	52	369	12	2	321	86	—	—	—	—	—	—
2008	21	AA	Huntsville Stars	—	597	546	179	24	5	8	31	82	3	34	8	328	367	434	801	106	369	14	5	348	110	—	—	—	—	—	—
2009	22	MLB	Milwaukee Brewers	—	134	125	38	3	1	1	4	18	2	4	2	304	336	368	704	64	346	13	3	311	97	-1	+0	+0	+7	+3	0.9
2009	22	AAA	Nashville Sounds	—	487	430	128	24	6	4	32	65	5	42	10	298	353	409	763	112	343	13	7	328	87	—	—	—	—	—	—
2010	23	MLB	Milwaukee Brewers	—	552	506	119	14	10	4	36	70	3	10	4	235	290	326	616	91	264	13	7	276	69	-21	+0	+9	+7	+12	0.8
2010	23	INTL	Cardenales de Lara	—	147	135	29	6	1	1	4	14	1	2	2	215	243	296	539	81	228	10	3	231	42	—	—	—	—	—	—
2011	24	MLB	Kansas City Royals	—	598	548	139	21	8	4	25	73	4	26	9	254	291	343	634	89	285	12	4	275	72	-20	+2	+17	+8	+13	2.0
2011	24	INTL	Cardenales de Lara	—	125	112	35	6	0	1	7	15	4	3	2	312	374	393	767	80	351	12	6	344	119	—	—	—	—	—	—
2012	25	MLB	Kansas City Royals	—	648	605	177	30	7	5	27	100	8	35	5	293	331	390	721	98	344	15	4	320	102	+2	+5	-2	+8	+14	2.7
2012	25	INTL	Cardenales de Lara	—	120	109	38	5	1	2	7	11	2	4	1	349	398	468	866	119	375	9	6	381	144	—	—	—	—	—	—
2013	26	MLB	Kansas City Royals	—	642	607	142	20	4	4	19	84	3	22	0	234	261	300	561	66	264	13	3	248	54	-35	+4	+17	+7	+14	0.7
2014	27	MLB	Kansas City Royals	—	620	579	165	34	5	3	23	83	6	31	6	285	319	377	696	92	326	13	4	306	94	-5	+4	+13	+7	+13	3.3
2015	28	MLB	Kansas City Royals	—	662	612	157	20	5	3	26	75	8	17	5	257	296	320	616	64	286	11	4	273	71	-23	+1	+14	+7	+14	1.4
2016	29	MLB	Kansas City Royals	—	682	637	166	24	6	7	27	96	3	17	4	261	294	350	644	89	295	14	4	283	78	-18	+2	+10	+7	+15	1.6
2017	30	MLB	Kansas City Royals	—	629	599	150	36	5	6	15	102	4	4	7	250	273	357	631	107	291	16	2	276	73	-20	-2	+11	+7	+14	1.0
2018	31	MLB	Kansas City Royals	—	531	485	112	22	3	4	29	74	5	8	2	231	281	313	595	82	263	14	5	264	66	-22	+1	-4	+6	+12	-0.8
2019	32	AAA	Charlotte Knights	—	405	367	105	28	0	10	32	64	2	6	2	286	347	444	791	158	320	16	8	349	59	—	—	—	—	—	—
2021	34	MLB	Washington Nationals	—	349	319	92	21	2	4	17	56	9	3	0	288	342	404	746	116	337	16	5	332	111	+5	+1	+0	+5	+8	1.9
2021	34	AAA	Omaha Storm Chasers	—	133	124	34	7	0	5	6	29	1	2	0	274	313	452	765	177	319	22	5	333	50	—	—	—	—	—	—
2022	35	MLB	Washington Nationals	—	131	124	27	4	2	0	5	32	2	1	1	218	260	282	542	65	293	24	4	247	56	-7	-0	-1	+2	+3	-0.3
2022	35	INTL	Tiburones de La Guaira	—	88	81	25	4	0	0	5	9	1	2	0	309	356	358	714	49	347	10	6	322	104	—	—	—	—	—	—
2023	36	INTL	Venezuela	—	180	163	51	7	1	1	8	22	7	6	1	313	371	387	757	74	355	12	4	341	117	—	—	—	—	—	—
2024	37	INTL	Tiburones de La Guaira	—	217	196	63	12	2	1	14	25	5	9	5	321	381	418	800	97	360	12	6	358	128	—	—	—	—	—	—
2025	38	INTL	Tiburones de La Guaira	—	187	174	55	13	1	2	8	27	3	4	2	316	357	437	794	121	363	14	4	351	123	—	—	—	—	—	—
2026	39	INTL	Tiburones de La Guaira	—	38	34	8	0	0	0	1	6	1	0	0	235	278	235	513		276	16	3	228	41	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	6178	5746	1484	249	58	45	253	863	57	178	45	258	296	345	642	87	295	14	4	283	78	-163	+18	+82	+78	+134	15.2
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2005	18	A MLE	West Virginia Power	—	563	527	137	22	8	2	14	120	7	30	13	260	288	343	632	83	319	21	2	268	68	—	—	—	—	—	—
2006	19	A+ MLE	Brevard County Manatees	—	386	355	89	9	1	2	14	80	3	28	8	251	285	299	584	48	297	21	4	255	59	—	—	—	—	—	—
2007	20	AA MLE	Huntsville Stars	—	245	232	64	5	4	1	5	44	0	4	3	276	291	345	636	69	320	18	2	273	71	—	—	—	—	—	—
2007	20	A+ MLE	Brevard County Manatees	—	283	270	82	8	2	0	5	50	3	18	10	304	324	348	672	44	360	18	2	295	86	—	—	—	—	—	—
2008	21	AA MLE	Huntsville Stars	—	597	555	180	24	5	7	22	100	3	34	8	324	353	423	777	99	367	17	4	331	110	—	—	—	—	—	—
2009	22	MLB MLE	Milwaukee Brewers	—	134	125	38	3	1	1	4	18	2	4	2	304	336	368	704	64	346	13	3	311	97	-1	+0	+0	+7	+3	0.9
2009	22	AAA MLE	Nashville Sounds	—	487	440	124	22	5	3	22	84	5	42	10	282	323	375	698	93	324	17	5	297	87	—	—	—	—	—	—
2010	23	MLB MLE	Milwaukee Brewers	—	552	513	120	15	10	4	29	70	3	10	4	234	279	326	604	92	264	13	5	270	69	-21	+0	+9	+7	+12	0.8
2011	24	MLB MLE	Kansas City Royals	—	598	549	140	21	8	4	24	73	4	26	9	255	291	344	635	89	285	12	4	275	72	-20	+2	+17	+8	+13	2.0
2012	25	MLB MLE	Kansas City Royals	—	648	607	178	30	7	5	25	100	8	35	5	293	330	390	720	97	344	15	4	319	102	+2	+5	-2	+8	+14	2.7
2013	26	MLB MLE	Kansas City Royals	—	642	608	143	20	4	4	18	84	3	22	0	235	261	301	562	66	264	13	3	249	54	-35	+4	+17	+7	+14	0.7
2014	27	MLB MLE	Kansas City Royals	—	620	580	166	34	5	3	22	83	6	31	6	286	319	378	697	91	326	13	4	307	94	-5	+4	+13	+7	+13	3.3
2015	28	MLB MLE	Kansas City Royals	—	662	613	158	20	5	3	25	75	8	17	5	258	296	321	617	64	286	11	4	274	71	-23	+1	+14	+7	+14	1.4
2016	29	MLB MLE	Kansas City Royals	—	682	639	168	24	6	8	25	96	3	17	4	263	294	357	651	94	295	14	4	283	78	-18	+2	+10	+7	+15	1.6
2017	30	MLB MLE	Kansas City Royals	—	629	600	151	36	5	6	14	102	4	4	7	252	273	358	632	107	291	16	2	277	73	-20	-2	+11	+7	+14	1.0
2018	31	MLB MLE	Kansas City Royals	—	531	486	113	22	3	4	28	74	5	8	2	233	281	315	596	82	263	14	5	265	66	-22	+1	-4	+6	+12	-0.8
2019	32	AAA MLE	Charlotte Knights	—	405	380	83	23	0	7	19	80	2	6	2	218	259	334	594	116	250	20	5	255	59	—	—	—	—	—	—
2021	34	MLB MLE	Washington Nationals	—	349	319	92	21	2	4	17	56	9	3	0	288	342	404	746	116	337	16	5	333	111	+5	+1	+0	+5	+8	1.9
2021	34	AAA MLE	Omaha Storm Chasers	—	133	126	26	5	0	3	4	35	1	2	0	206	237	317	554	111	255	26	3	242	50	—	—	—	—	—	—
2022	35	MLB MLE	Washington Nationals	—	131	124	27	4	2	0	5	32	2	1	1	218	260	282	542	65	293	24	4	251	56	-7	-0	-1	+2	+3	-0.3
2005	18	A MLE	West Virginia Power	—	563	527	137	22	8	2	14	120	7	30	13	260	288	343	632	83	330	21	2	268	68	—	—	—	—	—	—
2005	18	A RAW	West Virginia Power	—	563	520	141	25	8	2	20	90	7	30	13	271	307	362	668	90	322	16	4	292	68	—	—	—	—	—	—
2006	19	A+ MLE	Brevard County Manatees	—	386	355	89	9	1	2	14	80	3	28	8	251	285	299	584	48	311	21	4	255	59	—	—	—	—	—	—
2006	19	A+ RAW	Brevard County Manatees	—	386	350	90	9	1	2	19	56	3	28	8	257	301	306	607	49	294	15	5	268	59	—	—	—	—	—	—
2007	20	A+ MLE	2 teams	—	528	502	146	13	6	1	10	94	3	22	13	291	309	347	655	56	352	18	2	285	79	—	—	—	—	—	—
2007	20	A+ RAW	2 teams	—	528	494	151	13	7	1	18	71	3	22	13	306	334	366	700	61	351	13	3	308	79	—	—	—	—	—	—
2008	21	AA MLE	Huntsville Stars	—	597	555	180	24	5	7	22	100	3	34	8	324	353	423	777	99	380	17	4	331	110	—	—	—	—	—	—
2008	21	AA RAW	Huntsville Stars	—	597	546	179	24	5	8	31	82	3	34	8	328	367	434	801	106	369	14	5	348	110	—	—	—	—	—	—
2009	22	AAA MLE	2 teams	—	621	565	162	25	6	4	26	102	7	46	12	287	326	373	700	87	343	16	4	300	89	—	—	—	—	—	—
2009	22	AAA RAW	2 teams	—	621	555	166	27	7	5	36	83	7	46	12	299	349	400	749	101	343	13	6	325	89	—	—	—	—	—	—
2010	23	MLB MLE	2 teams	—	699	644	153	19	13	5	37	89	4	12	6	238	283	331	614	93	266	13	5	270	69	-26	+0	+9	+7	+15	0.5
2010	23	MLB RAW	2 teams	—	699	641	148	20	11	5	40	84	4	12	6	231	280	320	600	89	256	12	6	266	69	-26	+0	+9	+7	+15	0.5
2011	24	MLB MLE	2 teams	—	723	663	168	25	9	5	29	88	8	29	11	253	293	341	634	87	284	12	4	275	72	-24	+1	+17	+8	+16	1.8
2011	24	MLB RAW	2 teams	—	723	660	174	27	8	5	32	88	8	29	11	264	306	352	657	88	296	12	4	287	72	-24	+1	+17	+8	+16	1.8
2012	25	MLB MLE	2 teams	—	768	718	211	36	8	6	30	119	10	39	6	294	331	391	722	97	346	15	4	319	102	+2	+5	-2	+8	+17	3.1
2012	25	MLB RAW	2 teams	—	768	714	215	35	8	7	34	111	10	39	6	301	342	402	744	101	349	14	4	329	102	+2	+5	-2	+8	+17	3.1
2013	26	MLB MLE	Kansas City Royals	—	642	608	143	20	4	4	18	84	3	22	0	235	261	301	562	66	265	13	3	249	54	-35	+4	+17	+7	+14	0.7
2013	26	MLB RAW	Kansas City Royals	—	642	607	142	20	4	4	19	84	3	22	0	234	261	300	561	66	264	13	3	248	54	-35	+4	+17	+7	+14	0.7
2014	27	MLB MLE	Kansas City Royals	—	620	580	166	34	5	3	22	83	6	31	6	286	319	378	697	91	327	13	4	307	94	-5	+4	+13	+7	+13	3.3
2014	27	MLB RAW	Kansas City Royals	—	620	579	165	34	5	3	23	83	6	31	6	285	319	377	696	92	326	13	4	306	94	-5	+4	+13	+7	+13	3.3
2015	28	MLB MLE	Kansas City Royals	—	662	613	158	20	5	3	25	75	8	17	5	258	296	321	617	64	287	11	4	274	71	-23	+1	+14	+7	+14	1.4
2015	28	MLB RAW	Kansas City Royals	—	662	612	157	20	5	3	26	75	8	17	5	257	296	320	616	64	286	11	4	273	71	-23	+1	+14	+7	+14	1.4
2016	29	MLB MLE	Kansas City Royals	—	682	639	168	24	6	8	25	96	3	17	4	263	294	357	651	94	296	14	4	283	78	-18	+2	+10	+7	+15	1.6
2016	29	MLB RAW	Kansas City Royals	—	682	637	166	24	6	7	27	96	3	17	4	261	294	350	644	89	295	14	4	283	78	-18	+2	+10	+7	+15	1.6
2017	30	MLB MLE	Kansas City Royals	—	629	600	151	36	5	6	14	102	4	4	7	252	273	358	632	107	292	16	2	277	73	-20	-2	+11	+7	+14	1.0
2017	30	MLB RAW	Kansas City Royals	—	629	599	150	36	5	6	15	102	4	4	7	250	273	357	631	107	291	16	2	276	73	-20	-2	+11	+7	+14	1.0
2018	31	MLB MLE	Kansas City Royals	—	531	486	113	22	3	4	28	74	5	8	2	233	281	315	596	82	265	14	5	265	66	-22	+1	-4	+6	+12	-0.8
2018	31	MLB RAW	Kansas City Royals	—	531	485	112	22	3	4	29	74	5	8	2	231	281	313	595	82	263	14	5	264	66	-22	+1	-4	+6	+12	-0.8
2019	32	AAA MLE	Charlotte Knights	—	405	380	83	23	0	7	19	80	2	6	2	218	259	334	594	116	256	20	5	255	59	—	—	—	—	—	—
2019	32	AAA RAW	Charlotte Knights	—	405	367	105	28	0	10	32	64	2	6	2	286	347	444	791	158	320	16	8	349	59	—	—	—	—	—	—
2021	34	MLB MLE	2 teams	—	482	445	118	26	2	7	21	91	10	5	0	265	313	380	693	115	317	19	4	308	94	-3	+1	+0	+5	+10	1.4
2021	34	MLB RAW	2 teams	—	482	443	126	28	2	9	23	85	10	5	0	284	334	418	752	133	332	18	5	332	94	-3	+1	+0	+5	+10	1.4
2022	35	MLB MLE	2 teams	—	219	207	46	7	4	0	8	53	3	3	1	222	261	295	556	72	299	24	4	251	56	-11	+0	-1	+2	+5	-0.6
2022	35	MLB RAW	2 teams	—	219	205	52	8	2	0	10	41	3	3	1	254	298	312	610	59	317	19	5	277	56	-11	+0	-1	+2	+5	-0.6
2023	36	INTL MLE	Venezuela	—	180	163	51	7	1	1	8	22	7	6	1	313	371	387	757	74	355	12	4	—	—	—	—	—	—	—	—
2023	36	INTL RAW	Venezuela	—	180	163	51	7	1	1	8	22	7	6	1	313	371	387	757	74	355	12	4	341	117	—	—	—	—	—	—
2024	37	INTL MLE	Tiburones de La Guaira	—	217	196	63	12	2	1	14	25	5	9	5	321	381	418	800	97	360	12	6	—	—	—	—	—	—	—	—
2024	37	INTL RAW	Tiburones de La Guaira	—	217	196	63	12	2	1	14	25	5	9	5	321	381	418	800	97	360	12	6	358	128	—	—	—	—	—	—
2025	38	INTL MLE	Tiburones de La Guaira	—	187	174	55	13	1	2	8	27	3	4	2	316	357	437	794	121	363	14	4	—	—	—	—	—	—	—	—
2025	38	INTL RAW	Tiburones de La Guaira	—	187	174	55	13	1	2	8	27	3	4	2	316	357	437	794	121	363	14	4	351	123	—	—	—	—	—	—
2026	39	INTL MLE	Tiburones de La Guaira	—	38	34	8	0	0	0	1	6	1	0	0	235	278	235	513		276	16	3	—	—	—	—	—	—	—	—
2026	39	INTL RAW	Tiburones de La Guaira	—	38	34	8	0	0	0	1	6	1	0	0	235	278	235	513		276	16	3	228	41	—	—	—	—	—	—
2005	18	A MLE	West Virginia Power	—	563	537	137	22	8	2	14	120	7	30	13	255	288	337	625	82	319	21	2	268	68	—	—	—	—	—	—
2006	19	A+ MLE	Brevard County Manatees	—	386	366	89	9	1	2	14	80	3	28	8	243	285	290	575	46	297	21	4	255	59	—	—	—	—	—	—
2007	20	A+ MLE	2 teams	—	528	510	146	13	6	1	10	94	3	22	13	286	309	341	650	55	341	18	2	285	79	—	—	—	—	—	—
2008	21	AA MLE	Huntsville Stars	—	597	567	180	24	5	7	22	100	3	34	8	317	353	414	768	97	367	17	4	331	110	—	—	—	—	—	—
2009	22	AAA MLE	2 teams	—	621	583	162	25	6	4	26	102	7	46	12	278	326	362	688	84	329	16	4	300	89	—	—	—	—	—	—
2010	23	MLB MLE	2 teams	—	699	653	153	19	13	5	37	89	4	12	6	234	283	326	609	92	264	13	5	270	69	—	—	—	—	—	—
2011	24	MLB MLE	2 teams	—	723	680	168	25	9	5	29	88	8	29	11	247	293	332	625	85	285	12	4	275	72	—	—	—	—	—	—
2012	25	MLB MLE	2 teams	—	768	722	211	36	8	6	30	119	10	39	6	292	331	389	720	97	344	15	4	319	102	—	—	—	—	—	—
2013	26	MLB MLE	Kansas City Royals	—	642	616	143	20	4	4	18	84	3	22	0	232	261	297	558	65	264	13	3	249	54	—	—	—	—	—	—
2014	27	MLB MLE	Kansas City Royals	—	620	587	166	34	5	3	22	83	6	31	6	283	319	373	692	90	326	13	4	307	94	—	—	—	—	—	—
2015	28	MLB MLE	Kansas City Royals	—	662	624	158	20	5	3	25	75	8	17	5	253	296	316	611	62	286	11	4	274	71	—	—	—	—	—	—
2016	29	MLB MLE	Kansas City Royals	—	682	649	168	24	6	8	25	96	3	17	4	259	294	351	645	92	295	14	4	283	78	—	—	—	—	—	—
2017	30	MLB MLE	Kansas City Royals	—	629	606	151	36	5	6	14	102	4	4	7	249	273	355	628	106	291	16	2	277	73	—	—	—	—	—	—
2018	31	MLB MLE	Kansas City Royals	—	531	493	113	22	3	4	28	74	5	8	2	229	281	310	592	81	263	14	5	265	66	—	—	—	—	—	—
2019	32	AAA MLE	Charlotte Knights	—	405	381	83	23	0	7	19	80	2	6	2	218	259	333	593	115	250	20	5	255	59	—	—	—	—	—	—
2021	34	MLB MLE	2 teams	—	482	448	118	26	2	7	21	91	10	5	0	263	313	377	690	114	314	19	4	308	94	—	—	—	—	—	—
2022	35	MLB MLE	2 teams	—	219	206	46	7	4	0	8	53	3	3	1	223	261	296	558	73	293	24	4	251	56	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	6178	5746	1484	249	58	45	253	863	57	178	45	258	296	345	642	87	295	14	4	283	66	-163	+18	+82	+78	+134	15.2
/ 162G	—	A+C		—	650	605	156	26	6	5	27	91	6	19	5	258	297	345	642	88	294	14	4	283	66	-17	+2	+9	+8	+14	1.6
Career	—	MLE		—	10379	9654	2569	417	94	78	393	1610	105	372	112	266	302	353	655	87	310	16	4	266	66	-163	+18	+82	+78	+134	15.2
/ 162G	—	MLE		—	650	605	161	26	6	5	25	101	7	23	7	266	304	354	658	88	310	16	4	266	66	-17	+2	+9	+8	+14	1.6

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.

2021 AAAOmaha Storm Chasers · 133 PAwOBA .325 → .242 (−83)K% 21.8% → 26.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	21.80%	÷0.985	×1.200	—	—	26.57%
BB% (unintentional) /PA	4.51%	÷0.990	×0.690	—	×0.940	2.95%
HBP% /PA	0.75%	—	×0.940	—	×0.940	0.66%
Singles /BIP	23.16%	÷1.056	×0.930	×0.996	×0.940	19.08%
Doubles /BIP	7.37%	÷0.978	×0.830	×0.996	×0.940	5.85%
Triples /BIP	0.00%	÷0.936	×0.920	×0.996	×0.940	0.00%
Home runs /BIP	5.26%	÷1.027	×0.700	—	×0.940	3.37%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 105, 1B 111, 2B 96, 3B 87, K 97, BB 98 — 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 ×0.996.

Result: wOBA .325 → .242; ISO .177 → .120; BABIP .319 → .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).

2019 AAACharlotte Knights · 405 PAwOBA .342 → .255 (−86)K% 15.8% → 19.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.80%	÷0.962	×1.200	—	—	19.72%
BB% (unintentional) /PA	7.65%	÷1.077	×0.690	—	×0.942	4.62%
HBP% /PA	0.49%	—	×0.940	—	×0.942	0.44%
Singles /BIP	22.11%	÷1.061	×0.930	×0.950	×0.942	17.35%
Doubles /BIP	9.24%	÷0.921	×0.830	×0.950	×0.942	7.45%
Triples /BIP	0.00%	÷0.900	×0.970	×0.950	×0.942	0.00%
Home runs /BIP	3.30%	÷1.212	×0.840	—	×0.942	2.15%

Factors used: league row IL. Park (home-season share, regressed): HR 142, 1B 112, 2B 84, 3B 80, K 92, BB 115 — 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 ×0.950.

Result: wOBA .342 → .255; ISO .158 → .115; BABIP .320 → .250. 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 AAANashville Sounds · 487 PAwOBA .319 → .297 (−22)K% 13.3% → 17.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.35%	÷1.000	×1.290	—	—	17.22%
BB% (unintentional) /PA	6.16%	÷1.000	×0.710	—	×1.050	4.59%
HBP% /PA	1.03%	—	×0.980	—	×1.050	1.06%
Singles /BIP	25.75%	÷1.000	×0.900	×1.027	×1.050	25.00%
Doubles /BIP	6.58%	÷1.000	×0.810	×1.027	×1.050	5.75%
Triples /BIP	1.64%	÷1.000	×0.810	×1.027	×1.050	1.44%
Home runs /BIP	1.10%	÷1.000	×0.780	—	×1.050	0.90%

Factors used: league row PCL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 23 vs a level average of 27.2 → +5.0% on BB/HBP/hit rates (4.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.027.

Result: wOBA .319 → .297; ISO .112 → .099; BABIP .343 → .324. 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).

2008 AAHuntsville Stars · 597 PAwOBA .343 → .331 (−12)K% 13.7% → 16.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.74%	÷1.000	×1.220	—	—	16.76%
BB% (unintentional) /PA	5.19%	÷1.000	×0.680	—	×1.042	3.68%
HBP% /PA	0.50%	—	×0.840	—	×1.042	0.44%
Singles /BIP	30.60%	÷1.000	×0.920	×1.041	×1.042	30.54%
Doubles /BIP	5.17%	÷1.000	×0.910	×1.041	×1.042	5.11%
Triples /BIP	1.08%	÷1.000	×0.880	×1.041	×1.042	1.03%
Home runs /BIP	1.72%	÷1.000	×0.800	—	×1.042	1.44%

Factors used: league row SL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×1.041.

Result: wOBA .343 → .331; ISO .106 → .099; BABIP .369 → .367. 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).

2007 A+Brevard County Manatees · 283 PAwOBA .316 → .295 (−21)K% 12.4% → 17.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	12.37%	÷1.000	×1.420	—	—	17.56%
BB% (unintentional) /PA	2.47%	÷1.000	×0.750	—	×1.027	1.91%
HBP% /PA	1.06%	—	×0.930	—	×1.027	1.01%
Singles /BIP	32.62%	÷1.000	×0.920	×1.035	×1.027	31.90%
Doubles /BIP	3.43%	÷1.000	×0.960	×1.035	×1.027	3.50%
Triples /BIP	1.29%	÷1.000	×0.810	×1.035	×1.027	1.11%
Home runs /BIP	0.00%	÷1.000	×0.880	—	×1.027	0.00%

Factors used: league row FSL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 21 vs a level average of 22.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.035.

Result: wOBA .316 → .295; ISO .052 → .048; BABIP .369 → .360. 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).

2007 AAHuntsville Stars · 245 PAwOBA .280 → .273 (−7)K% 14.7% → 17.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	14.69%	÷1.000	×1.220	—	—	17.93%
BB% (unintentional) /PA	2.86%	÷1.000	×0.680	—	×1.050	2.04%
HBP% /PA	0.00%	—	×0.840	—	×1.050	0.00%
Singles /BIP	28.42%	÷1.000	×0.920	×1.008	×1.050	27.68%
Doubles /BIP	2.63%	÷1.000	×0.910	×1.008	×1.050	2.54%
Triples /BIP	2.11%	÷1.000	×0.880	×1.008	×1.050	1.96%
Home runs /BIP	0.53%	÷1.000	×0.800	—	×1.050	0.44%

Factors used: league row SL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 21 vs a level average of 24.8 → +5.0% on BB/HBP/hit rates (3.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.008.

Result: wOBA .280 → .273; ISO .071 → .068; BABIP .330 → .320. 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).

2006 A+Brevard County Manatees · 386 PAwOBA .265 → .255 (−9)K% 14.5% → 20.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	14.51%	÷1.000	×1.420	—	—	20.60%
BB% (unintentional) /PA	4.66%	÷1.000	×0.750	—	×1.042	3.64%
HBP% /PA	0.78%	—	×0.930	—	×1.042	0.75%
Singles /BIP	26.53%	÷1.000	×0.920	×1.050	×1.042	26.70%
Doubles /BIP	3.06%	÷1.000	×0.960	×1.050	×1.042	3.22%
Triples /BIP	0.34%	÷1.000	×0.810	×1.050	×1.042	0.30%
Home runs /BIP	0.68%	÷1.000	×0.880	—	×1.042	0.62%

Factors used: league row FSL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 20 vs a level average of 22.8 → +4.2% on BB/HBP/hit rates (2.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.

Result: wOBA .265 → .255; ISO .049 → .047; BABIP .294 → .297. 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).

2005 AWest Virginia Power · 563 PAwOBA .286 → .268 (−18)K% 16.0% → 21.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.99%	÷1.000	×1.340	—	—	21.42%
BB% (unintentional) /PA	3.55%	÷1.000	×0.660	—	×1.045	2.45%
HBP% /PA	1.24%	—	×0.770	—	×1.045	1.00%
Singles /BIP	24.65%	÷1.000	×0.920	×1.050	×1.045	24.88%
Doubles /BIP	5.81%	÷1.000	×0.820	×1.050	×1.045	5.23%
Triples /BIP	1.86%	÷1.000	×0.940	×1.050	×1.045	1.92%
Home runs /BIP	0.47%	÷1.000	×0.820	—	×1.045	0.40%

Factors used: league row SAL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 19 vs a level average of 22.0 → +4.5% on BB/HBP/hit rates (3.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.

Result: wOBA .286 → .268; ISO .090 → .083; BABIP .322 → .319. 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 — .