Sandy Madera

PosDH

B/TR/R

Born1980-08-11

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	AAAPericos de Pu…	385	.328/.421/.482	10	0	89	—	.255/.317/.351
2016	35	AAAOlmecas de Ta…	403	.340/.398/.526	17	1	105	—	.279/.315/.413
2017	36	AAAOlmecas de Ta…	386	.322/.409/.472	9	3	107	—	.285/.339/.400

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)
2006	25	AA	Bowie Baysox	—	76	69	16	4	0	1	2	19	1	0	2	232	264	333	597	101	306	25	3	254	42	—	—	—	—	—	—
2006	25	A+	Frederick Keys	—	144	126	41	8	0	8	12	24	4	1	2	325	401	579	981	254	344	17	8	423	122	—	—	—	—	—	—
2007	26	A+	Frederick Keys	—	49	42	11	3	1	1	5	5	2	0	1	262	367	452	820	190	278	10	10	366	80	—	—	—	—	—	—
2008	27	AAA	Pawtucket Red Sox	—	131	113	33	8	0	6	14	25	2	0	0	292	380	522	902	230	321	19	11	391	114	—	—	—	—	—	—
2008	27	AA	Portland Sea Dogs	—	189	172	50	9	1	7	12	19	3	1	0	291	348	477	824	186	291	10	6	361	99	—	—	—	—	—	—
2009	28	AAA	Pawtucket Red Sox	—	18	16	2	0	0	0	2	3	0	0	0	125	222	125	347		154	17	11	178	-18	—	—	—	—	—	—
2010	29	AAA	Leones de Yucatan	—	427	381	146	30	5	18	33	43	11	10	2	383	447	630	1.077	247	399	10	8	467	154	—	—	—	—	—	—
2010	29	INTL	Caneros de los Mochis	—	249	221	80	8	1	14	23	34	1	0	3	362	424	597	1.022	235	373	14	9	439	183	—	—	—	—	—	—
2011	30	AAA	Sultanes de Monterrey	—	424	366	119	16	1	19	47	52	7	3	3	325	412	530	942	205	334	12	11	412	112	—	—	—	—	—	—
2011	30	INTL	Caneros de los Mochis	—	244	213	78	14	1	13	24	32	6	0	1	366	444	624	1.069	258	387	13	10	463	200	—	—	—	—	—	—
2012	31	INTL	Caneros de los Mochis	—	213	186	51	4	1	14	21	35	4	1	1	274	360	532	892	258	266	16	10	387	148	—	—	—	—	—	—
2013	32	AAA	Pericos de Puebla	—	469	426	166	28	3	19	36	60	5	1	3	390	443	603	1.047	214	421	13	8	457	120	—	—	—	—	—	—
2013	32	INTL	Caneros de los Mochis	—	75	63	24	6	0	4	11	10	1	0	0	381	480	667	1.147	286	408	13	15	495	221	—	—	—	—	—	—
2014	33	AAA	Pericos de Puebla	—	419	362	146	26	1	26	47	45	7	3	1	403	481	696	1.177	293	408	11	11	504	147	—	—	—	—	—	—
2014	33	INTL	Caneros de los Mochis	—	138	118	31	0	0	2	14	25	6	0	2	263	370	314	683	51	319	18	10	323	105	—	—	—	—	—	—
2015	34	AAA	Pericos de Puebla	—	385	332	109	21	0	10	48	45	5	0	2	328	421	482	903	154	357	12	12	404	89	—	—	—	—	—	—
2016	35	AAA	Olmecas de Tabasco	—	403	365	124	17	0	17	30	49	5	1	1	340	398	526	924	186	354	12	7	405	105	—	—	—	—	—	—
2017	36	AAA	Olmecas de Tabasco	—	386	335	108	21	1	9	47	29	2	3	2	322	409	472	880	149	331	8	12	392	107	—	—	—	—	—	—
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2006	25	AA MLE	Bowie Baysox	—	76	70	16	4	0	1	1	23	1	0	2	229	250	329	579	100	297	30	1	230	42	—	—	—	—	—	—
2006	25	A+ MLE	Frederick Keys	—	144	131	37	7	0	7	7	34	4	1	2	282	338	496	834	214	314	24	5	349	122	—	—	—	—	—	—
2007	26	A+ MLE	Frederick Keys	—	49	44	9	2	1	1	3	7	2	0	1	205	286	364	649	159	237	14	6	286	80	—	—	—	—	—	—
2008	27	AAA MLE	Pawtucket Red Sox	—	131	117	31	7	0	5	10	30	2	0	0	265	333	453	786	188	298	23	8	336	114	—	—	—	—	—	—
2008	27	AA MLE	Portland Sea Dogs	—	189	177	47	8	1	5	7	23	3	1	0	266	305	407	712	141	276	12	4	314	99	—	—	—	—	—	—
2009	28	AAA MLE	Pawtucket Red Sox	—	18	17	2	0	0	0	1	4	0	0	0	118	167	118	284		141	22	6	142	-18	—	—	—	—	—	—
2010	29	AAA MLE	Leones de Yucatan	—	427	395	134	26	4	14	19	54	11	10	2	339	386	532	918	192	365	13	4	396	154	—	—	—	—	—	—
2011	30	AAA MLE	Sultanes de Monterrey	—	424	386	108	14	1	13	27	64	7	3	3	280	338	422	760	142	300	15	6	333	112	—	—	—	—	—	—
2013	32	AAA MLE	Pericos de Puebla	—	469	441	135	23	2	12	21	80	5	1	3	306	345	449	794	143	349	17	4	345	120	—	—	—	—	—	—
2014	33	AAA MLE	Pericos de Puebla	—	419	384	123	20	1	19	25	59	7	3	1	320	373	526	899	206	331	14	6	385	147	—	—	—	—	—	—
2015	34	AAA MLE	Pericos de Puebla	—	385	353	90	16	0	6	27	59	5	0	2	255	317	351	668	96	293	15	7	300	89	—	—	—	—	—	—
2016	35	AAA MLE	Olmecas de Tabasco	—	403	380	106	12	0	13	15	60	5	1	1	279	315	413	728	134	298	15	4	323	105	—	—	—	—	—	—
2017	36	AAA MLE	Olmecas de Tabasco	—	386	355	101	18	1	7	27	34	2	3	2	285	339	400	739	115	296	9	7	327	107	—	—	—	—	—	—
2006	25	A+ MLE	2 teams	—	220	200	52	10	0	8	9	57	5	1	4	260	308	430	738	170	321	26	4	308	95	—	—	—	—	—	—
2006	25	A+ RAW	2 teams	—	220	195	57	12	0	9	14	43	5	1	4	292	355	492	847	200	331	20	6	364	95	—	—	—	—	—	—
2007	26	A+ MLE	Frederick Keys	—	49	44	9	2	1	1	3	7	2	0	1	205	286	364	649	159	222	14	6	286	80	—	—	—	—	—	—
2007	26	A+ RAW	Frederick Keys	—	49	42	11	3	1	1	5	5	2	0	1	262	367	452	820	190	278	10	10	366	80	—	—	—	—	—	—
2008	27	AA MLE	2 teams	—	320	294	78	15	1	10	17	53	5	1	0	265	316	425	742	160	289	17	5	323	105	—	—	—	—	—	—
2008	27	AA RAW	2 teams	—	320	285	83	17	1	13	26	44	5	1	0	291	361	495	855	204	302	14	8	373	105	—	—	—	—	—	—
2009	28	AAA MLE	Pawtucket Red Sox	—	18	17	2	0	0	0	1	4	0	0	0	118	167	118	284		154	22	6	142	-18	—	—	—	—	—	—
2009	28	AAA RAW	Pawtucket Red Sox	—	18	16	2	0	0	0	2	3	0	0	0	125	222	125	347		154	17	11	178	-18	—	—	—	—	—	—
2010	29	AAA MLE	2 teams	—	676	628	213	41	7	22	30	86	12	10	5	339	381	532	912	193	364	13	4	396	154	—	—	—	—	—	—
2010	29	AAA RAW	2 teams	—	676	602	226	38	6	32	56	77	12	10	5	375	439	618	1.057	243	390	11	8	457	154	—	—	—	—	—	—
2011	30	AAA MLE	2 teams	—	668	607	170	22	1	20	43	101	13	3	4	280	341	418	759	138	306	15	6	333	112	—	—	—	—	—	—
2011	30	AAA RAW	2 teams	—	668	579	197	30	2	32	71	84	13	3	4	340	424	565	989	225	353	13	11	431	112	—	—	—	—	—	—
2012	31	INTL MLE	Caneros de los Mochis	—	213	186	51	4	1	14	21	35	4	1	1	274	360	532	892	258	266	16	10	—	—	—	—	—	—	—	—
2012	31	INTL RAW	Caneros de los Mochis	—	213	186	51	4	1	14	21	35	4	1	1	274	360	532	892	258	266	16	10	387	148	—	—	—	—	—	—
2013	32	AAA MLE	2 teams	—	544	512	158	27	3	14	24	92	6	1	3	309	347	455	802	146	353	17	4	345	120	—	—	—	—	—	—
2013	32	AAA RAW	2 teams	—	544	489	190	34	3	23	47	70	6	1	3	389	448	611	1.060	223	420	13	9	462	120	—	—	—	—	—	—
2014	33	AAA MLE	2 teams	—	557	508	163	27	1	25	33	79	13	3	3	321	377	526	903	205	339	14	6	385	147	—	—	—	—	—	—
2014	33	AAA RAW	2 teams	—	557	480	177	26	1	28	61	70	13	3	3	369	453	602	1.055	233	387	13	11	459	147	—	—	—	—	—	—
2015	34	AAA MLE	Pericos de Puebla	—	385	353	90	16	0	6	27	59	5	0	2	255	317	351	668	96	292	15	7	300	89	—	—	—	—	—	—
2015	34	AAA RAW	Pericos de Puebla	—	385	332	109	21	0	10	48	45	5	0	2	328	421	482	903	154	357	12	12	404	89	—	—	—	—	—	—
2016	35	AAA MLE	Olmecas de Tabasco	—	403	380	106	12	0	13	15	60	5	1	1	279	315	413	728	134	300	15	4	323	105	—	—	—	—	—	—
2016	35	AAA RAW	Olmecas de Tabasco	—	403	365	124	17	0	17	30	49	5	1	1	340	398	526	924	186	354	12	7	405	105	—	—	—	—	—	—
2017	36	AAA MLE	Olmecas de Tabasco	—	386	355	101	18	1	7	27	34	2	3	2	285	339	400	739	115	297	9	7	327	107	—	—	—	—	—	—
2017	36	AAA RAW	Olmecas de Tabasco	—	386	335	108	21	1	9	47	29	2	3	2	322	409	472	880	149	331	8	12	392	107	—	—	—	—	—	—
2006	25	A+ MLE	2 teams	—	220	204	52	10	0	8	9	57	5	1	4	255	308	422	730	167	308	26	4	308	95	—	—	—	—	—	—
2007	26	A+ MLE	Frederick Keys	—	49	44	9	2	1	1	3	7	2	0	1	205	286	364	649	159	237	14	6	286	80	—	—	—	—	—	—
2008	27	AA MLE	2 teams	—	320	295	78	15	1	10	17	53	5	1	0	264	316	424	740	159	285	17	5	323	105	—	—	—	—	—	—
2009	28	AAA MLE	Pawtucket Red Sox	—	18	17	2	0	0	0	1	4	0	0	0	118	167	118	284		141	22	6	142	-18	—	—	—	—	—	—
2010	29	AAA MLE	2 teams	—	676	629	213	41	7	22	30	86	12	10	5	339	381	531	912	192	365	13	4	396	154	—	—	—	—	—	—
2011	30	AAA MLE	2 teams	—	668	607	170	22	1	20	43	101	13	3	4	280	341	418	759	138	300	15	6	333	112	—	—	—	—	—	—
2013	32	AAA MLE	2 teams	—	544	509	158	27	3	14	24	92	6	1	3	310	347	458	805	147	349	17	4	345	120	—	—	—	—	—	—
2014	33	AAA MLE	2 teams	—	557	506	163	27	1	25	33	79	13	3	3	322	377	528	905	206	331	14	6	385	147	—	—	—	—	—	—
2015	34	AAA MLE	Pericos de Puebla	—	385	350	90	16	0	6	27	59	5	0	2	257	317	354	671	97	293	15	7	300	89	—	—	—	—	—	—
2016	35	AAA MLE	Olmecas de Tabasco	—	403	380	106	12	0	13	15	60	5	1	1	279	315	413	728	134	298	15	4	323	105	—	—	—	—	—	—
2017	36	AAA MLE	Olmecas de Tabasco	—	386	354	101	18	1	7	27	34	2	3	2	285	339	401	740	116	296	9	7	327	107	—	—	—	—	—	—
▸ Career Totals
Career	—	MLE		—	4439	4084	1193	194	16	140	250	667	72	24	26	292	344	450	794	158	319	15	6	327	107	+40	-6	+0	-111	+96	2.0
/ 162G	—	MLE		—	650	598	174	28	2	21	37	98	11	4	4	291	344	450	794	159	317	15	6	327	107	+6	-1	+0	-16	+14	0.3

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 AAAOlmecas de Tabasco · 386 PAwOBA .381 → .327 (−55)K% 7.5% → 8.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	7.51%	÷1.020	×1.200	—	—	8.84%
BB% (unintentional) /PA	11.40%	÷1.045	×0.690	—	×0.940	7.07%
HBP% /PA	0.52%	—	×0.940	—	×0.940	0.46%
Singles /BIP	25.16%	÷0.984	×0.930	×1.039	×0.940	23.23%
Doubles /BIP	6.86%	÷0.976	×0.830	×1.039	×0.940	5.70%
Triples /BIP	0.33%	÷1.150	×0.920	×1.039	×0.940	0.26%
Home runs /BIP	2.94%	÷0.886	×0.700	—	×0.940	2.18%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 77, 1B 97, 2B 95, 3B 130, K 104, BB 109 — applied at half strength. Age: age 37 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (9.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.039.

Result: wOBA .381 → .327; ISO .149 → .123; BABIP .331 → .296. 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 AAAOlmecas de Tabasco · 403 PAwOBA .391 → .323 (−68)K% 12.2% → 14.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	12.16%	÷0.977	×1.200	—	—	14.93%
BB% (unintentional) /PA	5.46%	÷0.933	×0.690	—	×0.940	3.79%
HBP% /PA	1.24%	—	×0.940	—	×0.940	1.10%
Singles /BIP	28.48%	÷1.022	×0.930	×1.030	×0.940	25.08%
Doubles /BIP	5.38%	÷1.142	×0.830	×1.030	×0.940	3.78%
Triples /BIP	0.00%	÷1.000	×0.920	×1.030	×0.940	0.00%
Home runs /BIP	5.38%	÷0.872	×0.700	—	×0.940	4.06%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 74, 1B 104, 2B 128, 3B 100, K 95, BB 87 — 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 ×1.030.

Result: wOBA .391 → .323; ISO .186 → .141; BABIP .354 → .298. 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 AAAPericos de Puebla · 385 PAwOBA .391 → .300 (−90)K% 11.7% → 15.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	11.69%	÷0.913	×1.200	—	—	15.36%
BB% (unintentional) /PA	11.43%	÷1.080	×0.690	—	×0.940	6.87%
HBP% /PA	1.30%	—	×0.940	—	×0.940	1.15%
Singles /BIP	27.18%	÷1.075	×0.930	×1.050	×0.940	23.20%
Doubles /BIP	7.32%	÷1.100	×0.830	×1.050	×0.940	5.45%
Triples /BIP	0.00%	÷1.150	×0.920	×1.050	×0.940	0.00%
Home runs /BIP	3.48%	÷1.062	×0.700	—	×0.940	2.16%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 112, 1B 115, 2B 120, 3B 130, K 83, BB 116 — 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 ×1.050.

Result: wOBA .391 → .300; ISO .154 → .106; BABIP .357 → .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).

2014 AAAPericos de Puebla · 419 PAwOBA .491 → .385 (−106)K% 10.7% → 14.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	10.74%	÷0.914	×1.200	—	—	14.11%
BB% (unintentional) /PA	9.79%	÷1.071	×0.690	—	×0.940	5.92%
HBP% /PA	1.67%	—	×0.940	—	×0.940	1.48%
Singles /BIP	29.34%	÷1.068	×0.930	×1.050	×0.940	25.21%
Doubles /BIP	8.20%	÷1.108	×0.830	×1.050	×0.940	6.06%
Triples /BIP	0.32%	÷1.150	×0.920	×1.050	×0.940	0.25%
Home runs /BIP	8.20%	÷0.957	×0.700	—	×0.940	5.64%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 91, 1B 114, 2B 122, 3B 130, K 83, BB 114 — applied at half strength. Age: age 34 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (6.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.

Result: wOBA .491 → .385; ISO .293 → .213; BABIP .408 → .331. 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 AAAPericos de Puebla · 469 PAwOBA .445 → .345 (−100)K% 12.8% → 17.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	12.79%	÷0.905	×1.200	—	—	16.97%
BB% (unintentional) /PA	7.25%	÷1.047	×0.690	—	×0.942	4.50%
HBP% /PA	1.07%	—	×0.940	—	×0.942	0.94%
Singles /BIP	31.69%	÷1.081	×0.930	×1.050	×0.942	26.97%
Doubles /BIP	7.65%	÷0.984	×0.830	×1.050	×0.942	6.38%
Triples /BIP	0.82%	÷1.150	×0.920	×1.050	×0.942	0.65%
Home runs /BIP	5.19%	÷1.055	×0.700	—	×0.942	3.24%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 111, 1B 116, 2B 97, 3B 130, K 81, BB 109 — 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 ×1.050.

Result: wOBA .445 → .345; ISO .214 → .149; BABIP .421 → .349. 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 AAASultanes de Monterrey · 424 PAwOBA .402 → .333 (−69)K% 12.3% → 15.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	12.26%	÷0.972	×1.200	—	—	15.15%
BB% (unintentional) /PA	9.91%	÷1.026	×0.690	—	×0.962	6.41%
HBP% /PA	1.65%	—	×0.940	—	×0.962	1.49%
Singles /BIP	26.43%	÷1.003	×0.930	×1.044	×0.962	24.63%
Doubles /BIP	5.10%	÷0.997	×0.830	×1.044	×0.962	4.26%
Triples /BIP	0.32%	÷1.020	×0.920	×1.044	×0.962	0.29%
Home runs /BIP	6.05%	÷1.053	×0.700	—	×0.962	3.87%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 111, 1B 101, 2B 99, 3B 104, K 94, BB 105 — applied at half strength. Age: age 31 vs a level average of 27.2 → −3.8% on BB/HBP/hit rates (3.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.044.

Result: wOBA .402 → .333; ISO .205 → .147; BABIP .334 → .300. 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 AAALeones de Yucatan · 427 PAwOBA .453 → .396 (−57)K% 10.1% → 12.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	10.07%	÷0.949	×1.200	—	—	12.74%
BB% (unintentional) /PA	6.79%	÷1.004	×0.690	—	×0.972	4.54%
HBP% /PA	2.58%	—	×0.940	—	×0.972	2.35%
Singles /BIP	27.51%	÷0.991	×0.930	×1.050	×0.972	26.35%
Doubles /BIP	8.88%	÷0.995	×0.830	×1.050	×0.972	7.56%
Triples /BIP	1.48%	÷1.150	×0.920	×1.050	×0.972	1.21%
Home runs /BIP	5.33%	÷0.886	×0.700	—	×0.972	4.09%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 77, 1B 98, 2B 99, 3B 130, K 90, BB 101 — 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 ×1.050.

Result: wOBA .453 → .396; ISO .247 → .200; BABIP .399 → .365. 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 AAAPawtucket Red Sox · 18 PAwOBA .174 → .142 (−33)K% 16.7% → 20.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.67%	÷1.000	×1.200	—	—	20.00%
BB% (unintentional) /PA	11.11%	÷1.000	×0.690	—	×0.982	7.53%
HBP% /PA	0.00%	—	×0.940	—	×0.982	0.00%
Singles /BIP	15.38%	÷1.000	×0.930	—	×0.982	14.05%
Doubles /BIP	0.00%	÷1.000	×0.830	—	×0.982	0.00%
Triples /BIP	0.00%	÷1.000	×0.970	—	×0.982	0.00%
Home runs /BIP	0.00%	÷1.000	×0.840	—	×0.982	0.00%

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

Result: wOBA .174 → .142; ISO .000 → .000; BABIP .154 → .141. 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 — .