Mike Aviles

PosSS

B/TR/R

Born1981-03-13

Age (2027)46

No MLB projection yet. Career stats below are historical.

Overview

AAALAST SEASON 2017

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2015	34	MLBCleveland Ind…	317	.231/.283/.317	5	3	67	-1.0
2016	35	MLBDET	181	.210/.258/.269	1	2	50	-1.4
2017	36	AAANew Orleans B…	196	.292/.333/.376	1	1	53	—	.243/.275/.320
2017	36	MLBMIA	97	.233/.298/.291	1	0	60	0.2
2018	37	No MLB games played
2019	38	No MLB games played
2020	39	No MLB games played
2021	40	No MLB games played
2022	41	No MLB games played
2023	42	No MLB games played
2024	43	No MLB games played
2025	44	No MLB games played
2026	45	No MLB games played

Last 3 seasons WAR -2.3

Contract

No contract data on file.

Skills · percentileStatcast 2015-2017

Speed58

xwOBA20

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	24	AA	Wichita Wranglers	—	559	521	146	33	6	14	30	64	1	11	6	280	321	447	768	167	295	11	5	335	76	—	—	—	—	—	—
2006	25	AAA	Omaha Royals	—	502	469	124	21	3	8	28	48	2	14	5	264	309	373	682	109	279	10	6	304	61	—	—	—	—	—	—
2007	26	AAA	Omaha Royals	—	581	538	159	27	6	17	30	59	2	5	5	296	335	463	798	167	303	10	5	346	84	—	—	—	—	—	—
2008	27	MLB	Kansas City Royals	—	441	419	136	27	4	10	18	58	2	8	3	325	355	480	835	155	357	13	4	367	130	+16	+0	+15	+7	+10	4.9
2008	27	AAA	Omaha Royals	—	227	214	72	21	6	10	11	23	1	3	0	336	372	631	1.003	294	341	10	5	430	113	—	—	—	—	—	—
2009	28	MLB	Kansas City Royals	—	127	120	22	3	1	1	4	26	0	1	0	183	210	250	460	67	223	20	3	203	23	-12	+0	-0	+1	+3	-0.8
2010	29	MLB	Kansas City Royals	—	448	424	129	16	3	8	20	49	1	14	5	304	337	413	750	108	327	11	4	333	114	+7	+1	-4	+2	+10	1.6
2010	29	AAA	Omaha Royals	—	75	70	19	3	1	1	4	10	1	0	0	271	320	386	706	114	305	13	5	317	51	—	—	—	—	—	—
2011	30	MLB	Boston Red Sox	—	309	286	73	17	3	7	13	44	2	14	4	255	292	409	701	154	276	14	4	302	86	-5	+1	-6	+2	+7	-0.1
2011	30	AAA	Omaha Storm Chasers	—	150	140	43	8	2	9	6	17	0	6	4	307	336	586	921	279	291	11	4	388	95	—	—	—	—	—	—
2011	30	INTL	Leones de Ponce	—	46	38	11	3	0	2	8	2	0	3	0	289	413	526	939	237	265	4	17	414	166	—	—	—	—	—	—
2012	31	MLB	Boston Red Sox	—	546	512	128	28	0	13	23	77	2	14	6	250	285	381	666	131	269	14	4	292	78	-14	+0	+10	+6	+12	1.4
2013	32	MLB	Cleveland Indians	—	394	361	91	15	0	9	15	41	3	8	5	252	288	368	656	116	257	10	4	282	77	-11	-0	-0	+1	+9	-0.2
2014	33	MLB	Cleveland Indians	—	374	344	85	16	1	5	13	49	1	14	5	247	277	343	620	96	271	13	3	266	66	-15	+1	-4	+1	+8	-1.0
2015	34	MLB	Cleveland Indians	—	317	290	67	10	0	5	20	38	1	3	1	231	283	317	600	86	250	12	6	268	67	-12	+0	-1	-3	+7	-1.0
2016	35	MLB	Detroit Tigers	—	181	167	35	5	1	1	9	27	2	2	2	210	258	269	528	60	245	15	5	239	50	-11	-0	-5	-2	+4	-1.4
2017	36	MLB	Miami Marlins	—	97	86	20	2	0	1	6	15	2	0	0	233	298	291	589	58	271	15	6	265	60	-5	+0	+1	+3	+2	0.2
2017	36	AAA	New Orleans Baby Cakes	—	196	178	52	8	2	1	10	24	1	1	2	292	333	376	710	84	325	12	5	308	53	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	3234	3009	786	139	13	60	141	424	16	78	31	261	298	376	674	115	284	13	4	295	86	-55	+3	+5	+19	+70	4.3
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2005	24	AA MLE	Wichita Wranglers	—	559	530	130	28	6	11	21	78	1	11	6	245	275	383	658	138	261	14	4	281	76	—	—	—	—	—	—
2006	25	AAA MLE	Omaha Royals	—	502	477	110	17	2	6	20	62	2	14	5	231	265	312	577	82	253	12	4	258	61	—	—	—	—	—	—
2007	26	AAA MLE	Omaha Royals	—	581	547	142	22	5	14	21	76	2	5	5	260	289	395	684	135	270	13	4	292	84	—	—	—	—	—	—
2008	27	MLB MLE	Kansas City Royals	—	441	423	136	27	4	10	14	58	2	8	3	322	346	475	821	154	357	13	3	361	130	+16	+0	+15	+7	+10	4.9
2008	27	AAA MLE	Omaha Royals	—	227	217	59	16	5	8	8	30	1	3	0	272	301	502	803	230	281	13	4	335	113	—	—	—	—	—	—
2009	28	MLB MLE	Kansas City Royals	—	127	120	22	3	1	1	4	26	0	1	0	183	210	250	460	67	223	20	3	203	23	-12	+0	-0	+1	+3	-0.8
2010	29	MLB MLE	Kansas City Royals	—	448	424	131	16	3	9	20	49	1	14	5	309	342	425	766	116	327	11	4	337	114	+7	+1	-4	+2	+10	1.6
2010	29	AAA MLE	Omaha Royals	—	75	71	16	2	1	1	3	13	1	0	0	225	267	324	591	99	256	17	4	244	51	—	—	—	—	—	—
2011	30	MLB MLE	Boston Red Sox	—	309	286	70	15	3	7	13	44	2	14	4	245	282	392	674	147	276	14	4	295	86	-5	+1	-6	+2	+7	-0.1
2011	30	AAA MLE	Omaha Storm Chasers	—	150	143	37	6	2	6	3	23	0	6	4	259	274	455	729	196	255	15	2	308	95	—	—	—	—	—	—
2012	31	MLB MLE	Boston Red Sox	—	546	512	124	25	0	13	23	77	2	14	6	242	277	367	645	125	269	14	4	283	78	-14	+0	+10	+6	+12	1.4
2013	32	MLB MLE	Cleveland Indians	—	394	361	91	15	0	9	15	41	3	8	5	252	288	368	656	116	257	10	4	281	77	-11	-0	-0	+1	+9	-0.2
2014	33	MLB MLE	Cleveland Indians	—	374	344	85	16	1	5	13	49	1	14	5	247	277	343	620	96	271	13	3	265	66	-15	+1	-4	+1	+8	-1.0
2015	34	MLB MLE	Cleveland Indians	—	317	290	67	10	0	5	20	38	1	3	1	231	283	317	600	86	250	12	6	267	67	-12	+0	-1	-3	+7	-1.0
2016	35	MLB MLE	Detroit Tigers	—	181	167	35	5	1	1	9	27	2	2	2	210	258	269	528	60	245	15	5	242	50	-11	-0	-5	-2	+4	-1.4
2017	36	MLB MLE	Miami Marlins	—	97	88	20	2	0	1	4	15	2	0	0	227	277	284	561	57	271	15	4	256	60	-5	+0	+1	+3	+2	0.2
2017	36	AAA MLE	New Orleans Baby Cakes	—	196	181	44	7	2	1	7	32	1	1	2	243	275	320	596	77	262	16	4	246	53	—	—	—	—	—	—
2005	24	AA MLE	Wichita Wranglers	—	559	530	130	28	6	11	21	78	1	11	6	245	275	383	658	138	267	14	4	281	76	—	—	—	—	—	—
2005	24	AA RAW	Wichita Wranglers	—	559	521	146	33	6	14	30	64	1	11	6	280	321	447	768	167	295	11	5	335	76	—	—	—	—	—	—
2006	25	AAA MLE	Omaha Royals	—	502	477	110	17	2	6	20	62	2	14	5	231	265	312	577	82	252	12	4	258	61	—	—	—	—	—	—
2006	25	AAA RAW	Omaha Royals	—	502	469	124	21	3	8	28	48	2	14	5	264	309	373	682	109	279	10	6	304	61	—	—	—	—	—	—
2007	26	AAA MLE	Omaha Royals	—	581	547	142	22	5	14	21	76	2	5	5	260	289	395	684	135	276	13	4	292	84	—	—	—	—	—	—
2007	26	AAA RAW	Omaha Royals	—	581	538	159	27	6	17	30	59	2	5	5	296	335	463	798	167	303	10	5	346	84	—	—	—	—	—	—
2008	27	MLB MLE	2 teams	—	668	640	195	43	9	18	22	88	3	11	3	305	331	484	815	180	330	13	3	352	124	+19	+1	+15	+7	+14	5.8
2008	27	MLB RAW	2 teams	—	668	633	208	48	10	20	29	81	3	11	3	329	361	531	892	202	351	12	4	388	124	+19	+1	+15	+7	+14	5.8
2009	28	MLB MLE	Kansas City Royals	—	127	120	22	3	1	1	4	26	0	1	0	183	210	250	460	67	223	20	3	203	23	-12	+0	-0	+1	+3	-0.8
2009	28	MLB RAW	Kansas City Royals	—	127	120	22	3	1	1	4	26	0	1	0	183	210	250	460	67	223	20	3	203	23	-12	+0	-0	+1	+3	-0.8
2010	29	MLB MLE	2 teams	—	523	495	144	18	3	9	23	62	2	14	5	291	325	394	719	103	316	12	4	323	105	+3	+1	-4	+2	+11	1.4
2010	29	MLB RAW	2 teams	—	523	494	148	19	4	9	24	59	2	14	5	300	335	409	744	109	324	11	5	330	105	+3	+1	-4	+2	+11	1.4
2011	30	MLB MLE	3 teams	—	505	474	118	23	6	14	17	73	2	23	8	249	278	411	689	162	264	14	3	299	89	-7	+1	-6	+2	+11	0.2
2011	30	MLB RAW	3 teams	—	505	464	127	28	5	18	27	63	2	23	8	274	316	472	788	198	279	12	5	338	89	-7	+1	-6	+2	+11	0.2
2012	31	MLB MLE	Boston Red Sox	—	546	512	124	25	0	13	23	77	2	14	6	242	277	367	645	125	259	14	4	283	78	-14	+0	+10	+6	+12	1.4
2012	31	MLB RAW	Boston Red Sox	—	546	512	128	28	0	13	23	77	2	14	6	250	285	381	666	131	269	14	4	292	78	-14	+0	+10	+6	+12	1.4
2013	32	MLB MLE	Cleveland Indians	—	394	361	91	15	0	9	15	41	3	8	5	252	288	368	656	116	257	10	4	281	77	-11	-0	-0	+1	+9	-0.2
2013	32	MLB RAW	Cleveland Indians	—	394	361	91	15	0	9	15	41	3	8	5	252	288	368	656	116	257	10	4	282	77	-11	-0	-0	+1	+9	-0.2
2014	33	MLB MLE	Cleveland Indians	—	374	344	85	16	1	5	13	49	1	14	5	247	277	343	620	96	271	13	3	265	66	-15	+1	-4	+1	+8	-1.0
2014	33	MLB RAW	Cleveland Indians	—	374	344	85	16	1	5	13	49	1	14	5	247	277	343	620	96	271	13	3	266	66	-15	+1	-4	+1	+8	-1.0
2015	34	MLB MLE	Cleveland Indians	—	317	290	67	10	0	5	20	38	1	3	1	231	283	317	600	86	250	12	6	267	67	-12	+0	-1	-3	+7	-1.0
2015	34	MLB RAW	Cleveland Indians	—	317	290	67	10	0	5	20	38	1	3	1	231	283	317	600	86	250	12	6	268	67	-12	+0	-1	-3	+7	-1.0
2016	35	MLB MLE	Detroit Tigers	—	181	167	35	5	1	1	9	27	2	2	2	210	258	269	528	60	245	15	5	242	50	-11	-0	-5	-2	+4	-1.4
2016	35	MLB RAW	Detroit Tigers	—	181	167	35	5	1	1	9	27	2	2	2	210	258	269	528	60	245	15	5	239	50	-11	-0	-5	-2	+4	-1.4
2017	36	AAA MLE	2 teams	—	293	269	64	9	2	2	11	47	3	1	2	238	276	309	584	71	277	16	4	249	55	—	—	—	—	—	—
2017	36	AAA RAW	2 teams	—	293	264	72	10	2	2	16	39	3	1	2	273	322	348	670	76	308	13	5	294	55	—	—	—	—	—	—
2005	24	AA MLE	Wichita Wranglers	—	559	532	130	28	6	11	21	78	1	11	6	244	275	382	657	137	261	14	4	281	76	—	—	—	—	—	—
2006	25	AAA MLE	Omaha Royals	—	502	475	110	17	2	6	20	62	2	14	5	232	265	314	578	82	253	12	4	258	61	—	—	—	—	—	—
2007	26	AAA MLE	Omaha Royals	—	581	553	142	22	5	14	21	76	2	5	5	257	289	391	680	134	270	13	4	292	84	—	—	—	—	—	—
2008	27	MLB MLE	2 teams	—	668	638	195	43	9	18	22	88	3	11	3	306	331	486	817	180	331	13	3	352	124	—	—	—	—	—	—
2009	28	MLB MLE	Kansas City Royals	—	127	122	22	3	1	1	4	26	0	1	0	180	210	246	456	66	223	20	3	203	23	—	—	—	—	—	—
2010	29	MLB MLE	2 teams	—	523	493	144	18	3	9	23	62	2	14	5	292	325	396	721	103	317	12	4	323	105	—	—	—	—	—	—
2011	30	MLB MLE	3 teams	—	505	481	118	23	6	14	17	73	2	23	8	245	278	405	683	160	269	14	3	299	89	—	—	—	—	—	—
2012	31	MLB MLE	Boston Red Sox	—	546	516	124	25	0	13	23	77	2	14	6	240	277	364	642	124	269	14	4	283	78	—	—	—	—	—	—
2013	32	MLB MLE	Cleveland Indians	—	394	373	91	15	0	9	15	41	3	8	5	244	288	357	644	113	257	10	4	281	77	—	—	—	—	—	—
2014	33	MLB MLE	Cleveland Indians	—	374	357	85	16	1	5	13	49	1	14	5	238	277	331	607	92	271	13	3	265	66	—	—	—	—	—	—
2015	34	MLB MLE	Cleveland Indians	—	317	293	67	10	0	5	20	38	1	3	1	229	283	314	597	85	250	12	6	267	67	—	—	—	—	—	—
2016	35	MLB MLE	Detroit Tigers	—	181	168	35	5	1	1	9	27	2	2	2	208	258	268	526	60	245	15	5	242	50	—	—	—	—	—	—
2017	36	AAA MLE	2 teams	—	293	277	64	9	2	2	11	47	3	1	2	231	276	300	575	69	265	16	4	249	55	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	3234	3009	786	139	13	60	141	424	16	78	31	261	298	376	674	115	284	13	4	295	81	-55	+3	+5	+19	+70	4.3
/ 162G	—	A+C		—	650	605	158	28	3	12	28	85	3	16	6	261	297	377	674	116	284	13	4	295	81	-11	+1	+1	+4	+14	0.9
Career	—	MLE		—	5570	5226	1327	234	36	108	219	744	24	121	53	254	287	374	662	121	275	13	4	288	81	-55	+3	+5	+19	+70	4.3
/ 162G	—	MLE		—	650	610	155	27	4	13	26	87	3	14	6	254	288	375	664	121	275	13	4	288	81	-11	+1	+1	+4	+14	0.9

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.

2017 AAANew Orleans Baby Cakes · 196 PAwOBA .306 → .246 (−60)K% 12.2% → 16.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	12.24%	÷0.971	×1.290	—	—	16.27%
BB% (unintentional) /PA	5.10%	÷1.005	×0.710	—	×0.940	3.39%
HBP% /PA	0.51%	—	×0.980	—	×0.940	0.47%
Singles /BIP	26.62%	÷1.015	×0.900	×0.973	×0.940	21.59%
Doubles /BIP	5.19%	÷0.918	×0.810	×0.973	×0.940	4.19%
Triples /BIP	1.30%	÷0.977	×0.810	×0.973	×0.940	0.98%
Home runs /BIP	0.65%	÷0.928	×0.780	—	×0.940	0.51%

Factors used: league row PCL. Park (home-season share, regressed): HR 86, 1B 103, 2B 84, 3B 95, K 94, BB 101 — applied at half strength. Age: age 36 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (8.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.973.

Result: wOBA .306 → .246; ISO .084 → .068; BABIP .325 → .262. 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).

2011 AAAOmaha Storm Chasers · 150 PAwOBA .379 → .308 (−72)K% 11.3% → 15.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	11.33%	÷0.970	×1.290	—	—	15.08%
BB% (unintentional) /PA	2.67%	÷1.028	×0.710	—	×0.972	1.79%
HBP% /PA	0.00%	—	×0.980	—	×0.972	0.00%
Singles /BIP	19.51%	÷0.929	×0.900	×1.010	×0.972	18.54%
Doubles /BIP	6.50%	÷1.033	×0.810	×1.010	×0.972	5.00%
Triples /BIP	1.63%	÷0.932	×0.810	×1.010	×0.972	1.39%
Home runs /BIP	7.32%	÷1.161	×0.780	—	×0.972	4.78%

Factors used: league row PCL. Park (home-season share, regressed): HR 132, 1B 86, 2B 107, 3B 86, K 94, BB 106 — 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 ×1.010.

Result: wOBA .379 → .308; ISO .279 → .197; BABIP .291 → .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).

2010 AAAOmaha Royals · 75 PAwOBA .308 → .244 (−64)K% 13.3% → 17.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.33%	÷0.959	×1.290	—	—	17.94%
BB% (unintentional) /PA	5.33%	÷1.034	×0.710	—	×0.982	3.59%
HBP% /PA	1.33%	—	×0.980	—	×0.982	1.28%
Singles /BIP	23.33%	÷1.002	×0.900	×0.972	×0.982	20.01%
Doubles /BIP	5.00%	÷0.932	×0.810	×0.972	×0.982	4.15%
Triples /BIP	1.67%	÷1.150	×0.810	×0.972	×0.982	1.12%
Home runs /BIP	1.67%	÷0.967	×0.780	—	×0.982	1.32%

Factors used: league row PCL. Park (home-season share, regressed): HR 93, 1B 100, 2B 86, 3B 130, K 92, BB 107 — 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 ×0.972.

Result: wOBA .308 → .244; ISO .114 → .086; BABIP .305 → .256. 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 AAAOmaha Royals · 227 PAwOBA .419 → .335 (−84)K% 10.1% → 13.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	10.13%	÷1.000	×1.290	—	—	13.07%
BB% (unintentional) /PA	4.85%	÷1.000	×0.710	—	×1.003	3.45%
HBP% /PA	0.44%	—	×0.980	—	×1.003	0.43%
Singles /BIP	18.32%	÷1.000	×0.900	×0.966	×1.003	15.98%
Doubles /BIP	10.99%	÷1.000	×0.810	×0.966	×1.003	8.63%
Triples /BIP	3.14%	÷1.000	×0.810	×0.966	×1.003	2.47%
Home runs /BIP	5.24%	÷1.000	×0.780	—	×1.003	4.10%

Factors used: league row PCL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×0.966.

Result: wOBA .419 → .335; ISO .294 → .228; BABIP .341 → .281. 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 AAAOmaha Royals · 581 PAwOBA .339 → .292 (−48)K% 10.2% → 13.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	10.15%	÷1.000	×1.290	—	—	13.10%
BB% (unintentional) /PA	5.16%	÷1.000	×0.710	—	×1.018	3.73%
HBP% /PA	0.34%	—	×0.980	—	×1.018	0.34%
Singles /BIP	22.76%	÷1.000	×0.900	×1.002	×1.018	20.90%
Doubles /BIP	5.64%	÷1.000	×0.810	×1.002	×1.018	4.66%
Triples /BIP	1.25%	÷1.000	×0.810	×1.002	×1.018	1.04%
Home runs /BIP	3.55%	÷1.000	×0.780	—	×1.018	2.82%

Factors used: league row PCL. 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.002.

Result: wOBA .339 → .292; ISO .167 → .136; BABIP .303 → .270. 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 AAAOmaha Royals · 502 PAwOBA .297 → .258 (−39)K% 9.6% → 12.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	9.56%	÷1.000	×1.290	—	—	12.33%
BB% (unintentional) /PA	5.38%	÷1.000	×0.710	—	×1.033	3.94%
HBP% /PA	0.40%	—	×0.980	—	×1.033	0.40%
Singles /BIP	21.85%	÷1.000	×0.900	×0.999	×1.033	20.30%
Doubles /BIP	4.99%	÷1.000	×0.810	×0.999	×1.033	4.17%
Triples /BIP	0.71%	÷1.000	×0.810	×0.999	×1.033	0.60%
Home runs /BIP	1.90%	÷1.000	×0.780	—	×1.033	1.53%

Factors used: league row PCL. 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 ×0.999.

Result: wOBA .297 → .258; ISO .109 → .089; BABIP .279 → .253. 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 AAWichita Wranglers · 559 PAwOBA .328 → .281 (−46)K% 11.4% → 14.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	11.45%	÷1.000	×1.220	—	—	13.97%
BB% (unintentional) /PA	5.19%	÷1.000	×0.700	—	×1.012	3.68%
HBP% /PA	0.18%	—	×0.870	—	×1.012	0.16%
Singles /BIP	20.35%	÷1.000	×0.920	×0.975	×1.012	18.48%
Doubles /BIP	7.22%	÷1.000	×0.840	×0.975	×1.012	5.99%
Triples /BIP	1.31%	÷1.000	×0.940	×0.975	×1.012	1.22%
Home runs /BIP	3.06%	÷1.000	×0.800	—	×1.012	2.48%

Factors used: league row TL. 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 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 ×0.975.

Result: wOBA .328 → .281; ISO .167 → .140; BABIP .295 → .261. 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 — .