Shin-Soo Choo

PosRF

B/TL/L

Born1982-07-13

Age (2027)45

No MLB projection yet. Career stats below are historical.

Overview

MLBLAST SEASON 2020

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR
2018	36	MLBTEX	665	.264/.378/.434	21	6	121	2.0
2019	37	MLBTEX	660	.265/.372/.455	24	15	125	1.6
2020	38	MLBTEX	127	.236/.328/.400	5	6	97	-0.1
2021	39	No MLB games played
2022	40	No MLB games played
2023	41	No MLB games played
2024	42	No MLB games played
2025	43	No MLB games played
2026	44	No MLB games played

Last 3 seasons WAR 3.4

Contract

No contract data on file.

Skills · percentileStatcast 2018-2020

xwOBA90

Avg EV71

Barrel%62

Speed17

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	23	MLB	Seattle Mariners	—	21	18	1	0	0	0	3	4	0	0	0	56	190	56	246		71	19	14	143	-17	-3	+0	-0	+2	+0	-0.1
2005	23	AAA	Tacoma Rainiers	—	502	429	121	21	5	11	69	97	1	20	10	282	383	431	814	149	342	19	14	364	96	—	—	—	—	—	—
2006	24	MLB	Cleveland Indians	—	179	157	44	12	3	3	18	50	2	5	3	280	362	452	814	172	390	28	10	358	123	+5	-0	+2	-6	+4	0.5
2006	24	AAA	Tacoma Rainiers	—	427	375	121	21	3	13	45	73	2	26	4	323	398	499	897	176	369	17	11	393	118	—	—	—	—	—	—
2007	25	MLB	Cleveland Indians	—	20	17	5	0	0	0	2	5	0	0	1	294	368	294	663		385	25	10	296	63	-1	-0	+2	-3	+0	-0.2
2007	25	AAA	Buffalo Bisons	—	238	208	54	11	2	3	21	40	3	10	3	260	336	375	711	115	298	17	9	314	85	—	—	—	—	—	—
2008	26	MLB	Cleveland Indians	—	370	317	98	28	3	14	44	78	5	4	3	309	402	549	951	240	367	21	12	412	160	+26	-0	-5	-4	+8	2.5
2008	26	AAA	Buffalo Bisons	—	49	42	11	2	0	1	5	14	2	1	3	262	367	381	748	119	370	29	10	344	77	—	—	—	—	—	—
2009	27	MLB	Cleveland Indians	—	685	583	175	38	6	20	78	151	17	21	2	300	398	489	887	189	370	22	11	390	147	+38	+3	-7	-7	+15	4.3
2010	28	MLB	Cleveland Indians	—	646	550	165	31	2	22	83	118	11	22	7	300	402	484	886	184	347	18	13	394	144	+34	+2	-0	-7	+14	4.4
2011	29	MLB	Cleveland Indians	—	358	313	81	11	3	8	36	78	6	12	5	259	346	390	736	131	317	22	10	331	107	+3	+0	-2	-4	+8	0.6
2012	30	MLB	Cleveland Indians	—	686	598	169	43	2	16	73	150	14	21	7	283	374	441	815	159	353	22	11	365	133	+27	+1	-15	-7	+15	2.1
2013	31	MLB	Cincinnati Reds	—	712	569	162	34	2	21	112	133	26	20	11	285	424	462	887	178	338	19	16	397	147	+40	-0	-4	+3	+15	5.4
2014	32	MLB	Texas Rangers	—	529	455	110	19	1	13	58	131	12	3	4	242	343	374	716	132	308	25	11	325	96	-3	-1	-10	-6	+11	-0.8
2015	33	MLB	Texas Rangers	—	653	555	153	32	3	22	76	147	15	4	2	276	378	463	841	187	335	23	12	372	127	+21	+0	-12	-7	+14	1.6
2016	34	MLB	Texas Rangers	—	210	178	43	7	0	7	25	46	7	6	3	242	357	399	756	157	288	22	12	345	109	+2	+0	-2	-3	+5	0.2
2016	34	AA	Frisco RoughRiders	—	24	20	6	1	0	0	3	7	1	0	1	300	417	350	767	50	462	29	12	360	76	—	—	—	—	—	—
2017	35	MLB	Texas Rangers	—	636	544	142	20	1	22	77	134	7	12	3	261	360	423	783	162	305	21	12	348	112	+9	+1	-10	-7	+14	0.7
2018	36	MLB	Texas Rangers	—	665	560	148	30	1	21	92	156	10	6	1	264	378	434	812	170	330	23	14	364	121	+17	+1	-6	-7	+14	2.0
2019	37	MLB	Texas Rangers	—	660	563	149	31	2	24	78	165	18	15	1	265	372	455	826	190	333	25	12	370	125	+19	+3	-14	-7	+14	1.6
2020	38	MLB	Texas Rangers	—	127	110	26	3	0	5	13	33	2	6	2	236	328	400	728	164	284	26	10	324	97	-0	+0	-3	-1	+3	-0.1
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	7157	6087	1671	339	29	218	868	1579	152	157	55	275	379	447	826	173	336	22	12	368	135	+301	+9	-87	-72	+155	31.2
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2005	23	MLB MLE	Seattle Mariners	—	21	18	1	0	0	0	3	4	0	0	0	56	190	56	246		71	19	14	143	-17	-3	+0	-0	+2	+0	-0.1
2005	23	AAA MLE	Tacoma Rainiers	—	502	447	112	18	4	9	51	125	1	20	10	251	329	369	698	119	329	25	10	310	96	—	—	—	—	—	—
2006	24	MLB MLE	Cleveland Indians	—	179	159	44	12	3	3	16	50	2	5	3	277	350	447	797	170	390	28	9	350	123	+5	-0	+2	-6	+4	0.5
2006	24	AAA MLE	Tacoma Rainiers	—	427	389	116	19	3	11	31	94	2	26	4	298	353	447	800	149	354	22	7	343	118	—	—	—	—	—	—
2007	25	MLB MLE	Cleveland Indians	—	20	18	5	0	0	0	1	5	0	0	1	278	316	278	594		385	25	5	261	63	-1	-0	+2	-3	+0	-0.2
2007	25	AAA MLE	Buffalo Bisons	—	238	214	54	10	2	3	15	48	3	10	3	252	310	360	670	107	293	20	6	294	85	—	—	—	—	—	—
2008	26	MLB MLE	Cleveland Indians	—	370	321	98	28	3	14	40	78	5	4	3	305	391	542	933	237	367	21	11	404	160	+26	-0	-5	-4	+8	2.5
2008	26	AAA MLE	Buffalo Bisons	—	49	43	10	2	0	1	4	17	2	1	3	233	327	349	675	116	341	35	8	282	77	—	—	—	—	—	—
2009	27	MLB MLE	Cleveland Indians	—	685	588	175	38	6	20	73	151	17	21	2	298	391	485	876	187	370	22	11	385	147	+38	+3	-7	-7	+15	4.3
2010	28	MLB MLE	Cleveland Indians	—	646	561	165	31	2	22	72	118	11	22	7	294	385	474	859	180	347	18	11	382	144	+34	+2	-0	-7	+14	4.4
2011	29	MLB MLE	Cleveland Indians	—	358	316	82	11	4	8	33	78	6	12	5	259	341	396	736	136	317	22	9	327	107	+3	+0	-2	-4	+8	0.6
2012	30	MLB MLE	Cleveland Indians	—	686	598	168	42	2	16	73	150	14	21	7	281	372	438	810	157	353	22	11	365	133	+27	+1	-15	-7	+15	2.1
2013	31	MLB MLE	Cincinnati Reds	—	712	574	160	35	2	19	107	133	26	20	11	279	414	446	860	167	338	19	15	385	147	+40	-0	-4	+3	+15	5.4
2014	32	MLB MLE	Texas Rangers	—	529	458	108	18	1	12	55	131	12	3	4	236	333	358	691	122	308	25	10	310	96	-3	-1	-10	-6	+11	-0.8
2015	33	MLB MLE	Texas Rangers	—	653	556	150	30	3	21	75	147	15	4	2	270	372	448	819	178	335	23	11	356	127	+21	+0	-12	-7	+14	1.6
2016	34	MLB MLE	Texas Rangers	—	210	179	43	7	0	7	24	46	7	6	3	240	352	397	749	156	288	22	11	329	109	+2	+0	-2	-3	+5	0.2
2016	34	AA MLE	Frisco RoughRiders	—	24	21	5	1	0	0	2	8	1	0	1	238	333	286	619	48	396	33	8	281	76	—	—	—	—	—	—
2017	35	MLB MLE	Texas Rangers	—	636	545	140	19	1	21	76	134	7	12	3	257	355	411	766	154	305	21	12	334	112	+9	+1	-10	-7	+14	0.7
2018	36	MLB MLE	Texas Rangers	—	665	562	145	28	1	20	90	156	10	6	1	258	370	418	788	160	330	23	14	348	121	+17	+1	-6	-7	+14	2.0
2019	37	MLB MLE	Texas Rangers	—	660	566	146	29	2	23	75	165	18	15	1	258	363	438	801	180	333	25	11	352	125	+19	+3	-14	-7	+14	1.6
2020	38	MLB MLE	Texas Rangers	—	127	111	26	3	0	5	12	33	2	6	2	234	320	396	716	162	284	26	9	311	97	-0	+0	-3	-1	+3	-0.1
2005	23	AAA MLE	2 teams	—	523	465	113	18	4	9	54	129	1	20	10	243	323	357	680	114	317	25	10	303	91	—	—	—	—	—	—
2005	23	AAA RAW	2 teams	—	523	447	122	21	5	11	72	101	1	20	10	273	375	416	791	143	330	19	14	355	91	—	—	—	—	—	—
2006	24	AAA MLE	2 teams	—	606	548	160	31	6	14	47	144	4	31	7	292	352	447	799	155	370	24	8	345	120	—	—	—	—	—	—
2006	24	AAA RAW	2 teams	—	606	532	165	33	6	16	63	123	4	31	7	310	387	485	872	175	374	20	10	383	120	—	—	—	—	—	—
2007	25	AAA MLE	2 teams	—	258	232	59	10	2	3	16	53	3	10	4	254	311	353	664	99	306	21	6	291	83	—	—	—	—	—	—
2007	25	AAA RAW	2 teams	—	258	225	59	11	2	3	23	45	3	10	4	262	339	369	708	107	304	17	9	313	83	—	—	—	—	—	—
2008	26	MLB MLE	2 teams	—	419	364	108	30	3	15	44	95	7	5	6	297	383	519	902	223	360	23	11	390	150	+25	-1	-5	-4	+9	2.3
2008	26	MLB RAW	2 teams	—	419	359	109	30	3	15	49	92	7	5	6	304	398	529	927	226	367	22	12	404	150	+25	-1	-5	-4	+9	2.3
2009	27	MLB MLE	Cleveland Indians	—	685	588	175	38	6	20	73	151	17	21	2	298	391	485	876	187	366	22	11	385	147	+38	+3	-7	-7	+15	4.3
2009	27	MLB RAW	Cleveland Indians	—	685	583	175	38	6	20	78	151	17	21	2	300	398	489	887	189	370	22	11	390	147	+38	+3	-7	-7	+15	4.3
2010	28	MLB MLE	Cleveland Indians	—	646	561	165	31	2	22	72	118	11	22	7	294	385	474	859	180	338	18	11	382	144	+34	+2	-0	-7	+14	4.4
2010	28	MLB RAW	Cleveland Indians	—	646	550	165	31	2	22	83	118	11	22	7	300	402	484	886	184	347	18	13	394	144	+34	+2	-0	-7	+14	4.4
2011	29	MLB MLE	Cleveland Indians	—	358	316	82	11	4	8	33	78	6	12	5	259	341	396	736	136	318	22	9	327	107	+3	+0	-2	-4	+8	0.6
2011	29	MLB RAW	Cleveland Indians	—	358	313	81	11	3	8	36	78	6	12	5	259	346	390	736	131	317	22	10	331	107	+3	+0	-2	-4	+8	0.6
2012	30	MLB MLE	Cleveland Indians	—	686	598	168	42	2	16	73	150	14	21	7	281	372	438	810	157	351	22	11	365	133	+27	+1	-15	-7	+15	2.1
2012	30	MLB RAW	Cleveland Indians	—	686	598	169	43	2	16	73	150	14	21	7	283	374	441	815	159	353	22	11	365	133	+27	+1	-15	-7	+15	2.1
2013	31	MLB MLE	Cincinnati Reds	—	712	574	160	35	2	19	107	133	26	20	11	279	414	446	860	167	333	19	15	385	147	+40	-0	-4	+3	+15	5.4
2013	31	MLB RAW	Cincinnati Reds	—	712	569	162	34	2	21	112	133	26	20	11	285	424	462	887	178	338	19	16	397	147	+40	-0	-4	+3	+15	5.4
2014	32	MLB MLE	Texas Rangers	—	529	458	108	18	1	12	55	131	12	3	4	236	333	358	691	122	301	25	10	310	96	-3	-1	-10	-6	+11	-0.8
2014	32	MLB RAW	Texas Rangers	—	529	455	110	19	1	13	58	131	12	3	4	242	343	374	716	132	308	25	11	325	96	-3	-1	-10	-6	+11	-0.8
2015	33	MLB MLE	Texas Rangers	—	653	556	150	30	3	21	75	147	15	4	2	270	372	448	819	178	328	23	11	356	127	+21	+0	-12	-7	+14	1.6
2015	33	MLB RAW	Texas Rangers	—	653	555	153	32	3	22	76	147	15	4	2	276	378	463	841	187	335	23	12	372	127	+21	+0	-12	-7	+14	1.6
2016	34	MLB MLE	2 teams	—	234	200	47	7	0	7	26	54	8	6	4	235	346	375	721	140	288	23	11	324	105	+1	-0	-2	-3	+5	0.2
2016	34	MLB RAW	2 teams	—	234	198	49	8	0	7	28	53	8	6	4	247	363	394	757	146	304	23	12	346	105	+1	-0	-2	-3	+5	0.2
2017	35	MLB MLE	Texas Rangers	—	636	545	140	19	1	21	76	134	7	12	3	257	355	411	766	154	301	21	12	334	112	+9	+1	-10	-7	+14	0.7
2017	35	MLB RAW	Texas Rangers	—	636	544	142	20	1	22	77	134	7	12	3	261	360	423	783	162	305	21	12	348	112	+9	+1	-10	-7	+14	0.7
2018	36	MLB MLE	Texas Rangers	—	665	562	145	28	1	20	90	156	10	6	1	258	370	418	788	160	322	23	14	348	121	+17	+1	-6	-7	+14	2.0
2018	36	MLB RAW	Texas Rangers	—	665	560	148	30	1	21	92	156	10	6	1	264	378	434	812	170	330	23	14	364	121	+17	+1	-6	-7	+14	2.0
2019	37	MLB MLE	Texas Rangers	—	660	566	146	29	2	23	75	165	18	15	1	258	363	438	801	180	325	25	11	352	125	+19	+3	-14	-7	+14	1.6
2019	37	MLB RAW	Texas Rangers	—	660	563	149	31	2	24	78	165	18	15	1	265	372	455	826	190	333	25	12	370	125	+19	+3	-14	-7	+14	1.6
2020	38	MLB MLE	Texas Rangers	—	127	111	26	3	0	5	12	33	2	6	2	234	320	396	716	162	280	26	9	311	97	-0	+0	-3	-1	+3	-0.1
2020	38	MLB RAW	Texas Rangers	—	127	110	26	3	0	5	13	33	2	6	2	236	328	400	728	164	284	26	10	324	97	-0	+0	-3	-1	+3	-0.1
2005	23	AAA MLE	2 teams	—	523	463	113	18	4	9	54	129	1	20	10	244	323	359	682	114	319	25	10	303	91	—	—	—	—	—	—
2006	24	AAA MLE	2 teams	—	606	550	160	31	6	14	47	144	4	31	7	291	352	445	798	155	365	24	8	345	120	—	—	—	—	—	—
2007	25	AAA MLE	2 teams	—	258	237	59	10	2	3	16	53	3	10	4	249	311	346	657	97	300	21	6	291	83	—	—	—	—	—	—
2008	26	MLB MLE	2 teams	—	419	365	108	30	3	15	44	95	7	5	6	296	383	518	901	222	364	23	11	390	150	—	—	—	—	—	—
2009	27	MLB MLE	Cleveland Indians	—	685	590	175	38	6	20	73	151	17	21	2	297	391	483	874	186	370	22	11	385	147	—	—	—	—	—	—
2010	28	MLB MLE	Cleveland Indians	—	646	558	165	31	2	22	72	118	11	22	7	296	385	477	862	181	347	18	11	382	144	—	—	—	—	—	—
2011	29	MLB MLE	Cleveland Indians	—	358	316	82	11	4	8	33	78	6	12	5	259	341	396	736	136	317	22	9	327	107	—	—	—	—	—	—
2012	30	MLB MLE	Cleveland Indians	—	686	594	168	42	2	16	73	150	14	21	7	283	372	441	813	158	353	22	11	365	133	—	—	—	—	—	—
2013	31	MLB MLE	Cincinnati Reds	—	712	573	160	35	2	19	107	133	26	20	11	279	414	447	861	168	338	19	15	385	147	—	—	—	—	—	—
2014	32	MLB MLE	Texas Rangers	—	529	457	108	18	1	12	55	131	12	3	4	236	333	359	692	123	308	25	10	310	96	—	—	—	—	—	—
2015	33	MLB MLE	Texas Rangers	—	653	558	150	30	3	21	75	147	15	4	2	269	372	446	818	177	335	23	11	356	127	—	—	—	—	—	—
2016	34	MLB MLE	2 teams	—	234	198	47	7	0	7	26	54	8	6	4	237	346	379	725	141	299	23	11	324	105	—	—	—	—	—	—
2017	35	MLB MLE	Texas Rangers	—	636	548	140	19	1	21	76	134	7	12	3	255	355	409	764	153	305	21	12	334	112	—	—	—	—	—	—
2018	36	MLB MLE	Texas Rangers	—	665	560	145	28	1	20	90	156	10	6	1	259	370	420	790	161	330	23	14	348	121	—	—	—	—	—	—
2019	37	MLB MLE	Texas Rangers	—	660	562	146	29	2	23	75	165	18	15	1	260	363	441	804	181	333	25	11	352	125	—	—	—	—	—	—
2020	38	MLB MLE	Texas Rangers	—	127	112	26	3	0	5	12	33	2	6	2	232	320	393	713	161	284	26	9	311	97	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	7157	6087	1671	339	29	218	868	1579	152	157	55	275	379	447	826	173	336	22	12	368	124	+301	+9	-87	-72	+155	31.2
/ 162G	—	A+C		—	650	553	153	31	3	20	79	143	14	14	5	277	381	452	833	175	338	22	12	368	124	+27	+1	-8	-7	+14	2.8
Career	—	MLE		—	8397	7244	1952	380	39	235	928	1871	161	214	76	269	365	430	795	161	331	22	11	351	124	+301	+9	-87	-72	+155	31.2
/ 162G	—	MLE		—	650	561	150	29	3	18	72	145	12	17	6	267	363	426	789	159	328	22	11	351	124	+27	+1	-8	-7	+14	2.8

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.

2016 AAFrisco RoughRiders · 24 PAwOBA .352 → .281 (−70)K% 29.2% → 34.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	29.17%	÷1.034	×1.220	—	—	34.42%
BB% (unintentional) /PA	12.50%	÷0.978	×0.700	—	×0.940	8.41%
HBP% /PA	4.17%	—	×0.870	—	×0.940	3.41%
Singles /BIP	38.46%	÷0.982	×0.920	—	×0.940	33.88%
Doubles /BIP	7.69%	÷1.062	×0.840	—	×0.940	5.72%
Triples /BIP	0.00%	÷1.150	×0.940	—	×0.940	0.00%
Home runs /BIP	0.00%	÷1.065	×0.800	—	×0.940	0.00%

Factors used: league row TL. Park (home-season share, regressed): HR 113, 1B 96, 2B 112, 3B 130, K 107, BB 96 — applied at half strength. Age: age 34 vs a level average of 24.8 → −6.0% on BB/HBP/hit rates (9.2 yr older than average).

Result: wOBA .352 → .281; ISO .050 → .037; BABIP .462 → .396. 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 AAABuffalo Bisons · 49 PAwOBA .335 → .282 (−53)K% 28.6% → 34.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	28.57%	÷1.000	×1.200	—	—	34.29%
BB% (unintentional) /PA	10.20%	÷1.000	×0.690	—	×1.018	7.17%
HBP% /PA	4.08%	—	×0.940	—	×1.018	3.91%
Singles /BIP	28.57%	÷1.000	×0.930	—	×1.018	27.05%
Doubles /BIP	7.14%	÷1.000	×0.830	—	×1.018	6.04%
Triples /BIP	0.00%	÷1.000	×0.970	—	×1.018	0.00%
Home runs /BIP	3.57%	÷1.000	×0.840	—	×1.018	3.05%

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

Result: wOBA .335 → .282; ISO .119 → .097; BABIP .370 → .341. 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 AAABuffalo Bisons · 238 PAwOBA .314 → .294 (−20)K% 16.8% → 20.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.81%	÷1.000	×1.200	—	—	20.17%
BB% (unintentional) /PA	8.82%	÷1.000	×0.690	—	×1.033	6.29%
HBP% /PA	1.26%	—	×0.940	—	×1.033	1.22%
Singles /BIP	22.62%	÷1.000	×0.930	×1.047	×1.033	22.75%
Doubles /BIP	6.55%	÷1.000	×0.830	×1.047	×1.033	5.88%
Triples /BIP	1.19%	÷1.000	×0.970	×1.047	×1.033	1.25%
Home runs /BIP	1.79%	÷1.000	×0.840	—	×1.033	1.55%

Factors used: league row IL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×1.047.

Result: wOBA .314 → .294; ISO .115 → .108; BABIP .298 → .293. 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 AAATacoma Rainiers · 427 PAwOBA .384 → .343 (−41)K% 17.1% → 22.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	17.10%	÷1.000	×1.290	—	—	22.05%
BB% (unintentional) /PA	9.84%	÷1.000	×0.710	—	×1.048	7.32%
HBP% /PA	0.47%	—	×0.980	—	×1.048	0.48%
Singles /BIP	27.81%	÷1.000	×0.900	×1.050	×1.048	27.55%
Doubles /BIP	6.95%	÷1.000	×0.810	×1.050	×1.048	6.20%
Triples /BIP	0.99%	÷1.000	×0.810	×1.050	×1.048	0.89%
Home runs /BIP	4.30%	÷1.000	×0.780	—	×1.048	3.52%

Factors used: league row PCL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×1.050.

Result: wOBA .384 → .343; ISO .176 → .148; BABIP .369 → .354. 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 AAATacoma Rainiers · 502 PAwOBA .356 → .310 (−46)K% 19.3% → 24.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.32%	÷1.000	×1.290	—	—	24.93%
BB% (unintentional) /PA	13.75%	÷1.000	×0.710	—	×1.050	10.25%
HBP% /PA	0.20%	—	×0.980	—	×1.050	0.20%
Singles /BIP	25.30%	÷1.000	×0.900	×1.050	×1.050	25.11%
Doubles /BIP	6.33%	÷1.000	×0.810	×1.050	×1.050	5.65%
Triples /BIP	1.51%	÷1.000	×0.810	×1.050	×1.050	1.34%
Home runs /BIP	3.31%	÷1.000	×0.780	—	×1.050	2.71%

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 ×1.050.

Result: wOBA .356 → .310; ISO .149 → .125; BABIP .342 → .329. 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).