Randy Ruiz

PosDH

B/TR/R

Born1977-10-19

Age (2027)49

No MLB projection yet. Career stats below are historical.

Overview

INTLLAST SEASON 2017

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	wRC+	WAR	MLE AVG/OBP/SLG
2015	37	AAA/INTL2 orgs	231	.244/.294/.366	4	61	—	.192/.216/.283
2016	38	INTLPuerto Rico	50	.271/.300/.333	0	80	—
2017	39	INTLIndios de May…	37	.324/.378/.529	2	156	—

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)
2005	27	AA	Reading Phillies	—	385	344	120	29	0	27	30	87	6	0	2	349	411	669	1.079	320	396	23	8	459	147	—	—	—	—	—	—
2006	28	AA	Trenton Thunder	—	555	491	139	36	1	28	47	140	15	2	0	283	363	532	895	248	342	25	8	391	89	—	—	—	—	—	—
2007	29	AAA	Ottawa Lynx	—	88	79	17	4	0	4	9	23	0	0	0	215	295	418	713	203	250	26	10	317	47	—	—	—	—	—	—
2007	29	AA	Connecticut Defenders	—	439	395	122	25	4	18	35	93	6	1	1	309	374	529	903	220	362	21	8	393	95	—	—	—	—	—	—
2008	30	MLB	Minnesota Twins	—	68	62	17	2	0	1	6	21	0	0	0	274	338	355	693	81	400	31	9	316	93	-1	+0	+0	-13	+1	-1.2
2008	30	AAA	Rochester Red Wings	—	456	416	133	33	3	17	23	116	11	1	2	320	371	536	907	216	401	25	5	393	100	—	—	—	—	—	—
2009	31	MLB	Toronto Blue Jays	—	130	115	36	7	0	10	10	35	4	1	1	313	388	635	1.022	322	366	27	8	438	182	+13	-0	-1	-12	+3	0.3
2009	31	AAA	Las Vegas 51s	—	521	462	148	43	2	25	47	99	9	0	0	320	394	584	978	264	361	19	9	423	101	—	—	—	—	—	—
2010	32	MLB	Toronto Blue Jays	—	40	40	6	2	0	1	0	11	0	1	0	150	150	275	425	125	179	28	0	184	11	-4	+0	+0	-1	+1	-0.4
2011	33	INTL	Puerto Rico	—	143	128	40	7	1	3	11	31	4	0	0	312	385	453	838	141	394	22	8	376	140	—	—	—	—	—	—
2012	34	AAA	Reno Aces	—	205	181	60	9	1	14	19	47	2	3	1	331	401	624	1.025	293	374	23	9	437	104	—	—	—	—	—	—
2012	34	INTL	Indios de Mayaguez	—	101	89	24	4	0	3	9	24	3	0	0	270	356	416	772	146	339	24	9	349	122	—	—	—	—	—	—
2013	35	AAA	Scranton/Wilkes-Barre RailRiders	—	442	404	123	22	0	23	31	105	6	1	2	304	363	530	893	225	361	24	7	391	99	—	—	—	—	—	—
2013	35	INTL	Puerto Rico	—	149	136	41	6	1	6	8	37	1	0	0	301	345	493	837	191	361	25	5	359	129	—	—	—	—	—	—
2014	36	AAA	Rojos del Aguila de Veracruz	—	187	169	45	4	0	4	14	42	1	2	2	266	326	361	687	95	325	22	7	307	51	—	—	—	—	—	—
2014	36	INTL	Indios de Mayaguez	—	119	106	29	6	1	1	8	27	5	0	0	274	353	377	730	104	359	23	7	333	112	—	—	—	—	—	—
2015	37	AAA	Broncos de Tamaulipas	—	103	97	25	9	0	2	4	25	1	0	0	258	294	412	706	155	324	24	4	310	43	—	—	—	—	—	—
2015	37	INTL	Indios de Mayaguez	—	128	116	27	5	0	2	8	19	2	0	0	233	294	328	621	95	258	15	6	279	75	—	—	—	—	—	—
2016	38	INTL	Puerto Rico	—	50	48	13	3	0	0	1	15	1	0	0	271	300	333	633	62	394	30	2	287	80	—	—	—	—	—	—
2017	39	INTL	Indios de Mayaguez	—	37	34	11	1	0	2	3	8	0	0	0	324	378	529	908	206	375	22	8	399	156	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	238	217	59	11	0	12	16	67	4	2	1	272	333	488	822	217	338	28	7	360	130	+9	+0	-0	-25	+5	-1.2
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2005	27	AA MLE	Reading Phillies	—	385	361	111	26	0	21	13	106	6	0	2	307	342	554	896	247	366	28	3	386	147	—	—	—	—	—	—
2006	28	AA MLE	Trenton Thunder	—	555	510	116	28	1	21	28	171	15	2	0	227	288	410	697	182	293	31	5	300	89	—	—	—	—	—	—
2007	29	AAA MLE	Ottawa Lynx	—	88	82	14	3	0	3	6	28	0	0	0	171	227	317	544	146	205	32	7	237	47	—	—	—	—	—	—
2007	29	AA MLE	Connecticut Defenders	—	439	408	102	20	3	13	22	113	6	1	1	250	298	409	707	159	311	26	5	308	95	—	—	—	—	—	—
2008	30	MLB MLE	Minnesota Twins	—	68	63	17	2	0	1	5	21	0	0	0	270	324	349	673	79	400	31	7	306	93	-1	+0	+0	-13	+1	-1.2
2008	30	AAA MLE	Rochester Red Wings	—	456	424	112	26	3	13	15	139	11	1	2	264	307	432	738	167	345	30	3	316	100	—	—	—	—	—	—
2009	31	MLB MLE	Toronto Blue Jays	—	130	115	36	7	0	10	10	35	4	1	1	313	388	635	1.022	322	366	27	8	438	182	+13	-0	-1	-12	+3	0.3
2009	31	AAA MLE	Las Vegas 51s	—	521	481	119	33	2	18	28	128	9	0	0	247	301	437	738	189	293	25	5	318	101	—	—	—	—	—	—
2010	32	MLB MLE	Toronto Blue Jays	—	40	40	6	2	0	1	0	11	0	1	0	150	150	275	425	125	179	28	0	184	11	-4	+0	+0	-1	+1	-0.4
2012	34	AAA MLE	Reno Aces	—	205	189	48	6	1	10	11	63	2	3	1	254	302	455	757	201	312	31	5	322	104	—	—	—	—	—	—
2013	35	AAA MLE	Scranton/Wilkes-Barre RailRiders	—	442	416	107	17	0	18	19	125	6	1	2	257	299	428	727	171	324	28	4	315	99	—	—	—	—	—	—
2014	36	AAA MLE	Rojos del Aguila de Veracruz	—	187	175	39	3	0	3	8	51	1	2	2	223	261	291	552	69	283	27	4	243	51	—	—	—	—	—	—
2015	37	AAA MLE	Broncos de Tamaulipas	—	103	99	19	6	0	1	2	31	1	0	0	192	216	283	499	91	267	30	2	232	43	—	—	—	—	—	—
2005	27	AA MLE	Reading Phillies	—	385	361	111	26	0	21	13	106	6	0	2	307	342	554	896	247	377	28	3	386	147	—	—	—	—	—	—
2005	27	AA RAW	Reading Phillies	—	385	344	120	29	0	27	30	87	6	0	2	349	411	669	1.079	320	396	23	8	459	147	—	—	—	—	—	—
2006	28	AA MLE	Trenton Thunder	—	555	510	116	28	1	21	28	171	15	2	0	227	288	410	697	182	297	31	5	300	89	—	—	—	—	—	—
2006	28	AA RAW	Trenton Thunder	—	555	491	139	36	1	28	47	140	15	2	0	283	363	532	895	248	342	25	8	391	89	—	—	—	—	—	—
2007	29	AA MLE	2 teams	—	527	490	116	23	3	16	28	141	6	1	1	237	286	394	680	157	298	27	5	296	87	—	—	—	—	—	—
2007	29	AA RAW	2 teams	—	527	474	139	29	4	22	44	116	6	1	1	293	361	511	871	217	345	22	8	381	87	—	—	—	—	—	—
2008	30	AAA MLE	2 teams	—	524	487	129	28	3	14	20	160	11	1	2	265	309	421	730	156	361	31	4	315	99	—	—	—	—	—	—
2008	30	AAA RAW	2 teams	—	524	478	150	35	3	18	29	137	11	1	2	314	367	513	879	199	401	26	6	383	99	—	—	—	—	—	—
2009	31	AAA MLE	2 teams	—	651	596	155	40	2	28	38	163	13	1	1	260	318	475	793	215	311	25	6	342	118	—	—	—	—	—	—
2009	31	AAA RAW	2 teams	—	651	577	184	50	2	35	57	134	13	1	1	319	393	594	987	276	362	21	9	426	118	—	—	—	—	—	—
2010	32	MLB MLE	Toronto Blue Jays	—	40	40	6	2	0	1	0	11	0	1	0	150	150	275	425	125	179	28	0	184	11	-4	+0	+0	-1	+1	-0.4
2010	32	MLB RAW	Toronto Blue Jays	—	40	40	6	2	0	1	0	11	0	1	0	150	150	275	425	125	179	28	0	184	11	-4	+0	+0	-1	+1	-0.4
2011	33	INTL MLE	Puerto Rico	—	143	128	40	7	1	3	11	31	4	0	0	312	385	453	838	141	394	22	8	—	—	—	—	—	—	—	—
2011	33	INTL RAW	Puerto Rico	—	143	128	40	7	1	3	11	31	4	0	0	312	385	453	838	141	394	22	8	376	140	—	—	—	—	—	—
2012	34	AAA MLE	2 teams	—	306	281	70	9	1	14	17	95	5	3	1	249	304	438	741	189	320	31	6	322	104	—	—	—	—	—	—
2012	34	AAA RAW	2 teams	—	306	270	84	13	1	17	28	71	5	3	1	311	386	556	942	244	362	23	9	408	104	—	—	—	—	—	—
2013	35	AAA MLE	2 teams	—	591	554	144	23	0	24	25	167	7	1	2	260	300	431	732	171	326	28	4	315	99	—	—	—	—	—	—
2013	35	AAA RAW	2 teams	—	591	540	164	28	1	29	39	142	7	1	2	304	358	520	879	217	361	24	7	383	99	—	—	—	—	—	—
2014	36	AAA MLE	2 teams	—	306	284	63	5	0	4	13	84	6	2	2	222	271	282	552	60	296	27	4	243	51	—	—	—	—	—	—
2014	36	AAA RAW	2 teams	—	306	275	74	10	1	5	22	69	6	2	2	269	337	367	704	98	338	23	7	317	51	—	—	—	—	—	—
2015	37	INTL MLE	2 teams	—	231	220	44	14	0	3	5	69	3	0	0	200	228	305	533	105	272	30	2	232	43	—	—	—	—	—	—
2015	37	INTL RAW	2 teams	—	231	213	52	14	0	4	12	44	3	0	0	244	294	366	660	122	286	19	5	293	43	—	—	—	—	—	—
2016	38	INTL MLE	Puerto Rico	—	50	48	13	3	0	0	1	15	1	0	0	271	300	333	633	62	394	30	2	—	—	—	—	—	—	—	—
2016	38	INTL RAW	Puerto Rico	—	50	48	13	3	0	0	1	15	1	0	0	271	300	333	633	62	394	30	2	287	80	—	—	—	—	—	—
2017	39	INTL MLE	Indios de Mayaguez	—	37	34	11	1	0	2	3	8	0	0	0	324	378	529	908	206	375	22	8	—	—	—	—	—	—	—	—
2017	39	INTL RAW	Indios de Mayaguez	—	37	34	11	1	0	2	3	8	0	0	0	324	378	529	908	206	375	22	8	399	156	—	—	—	—	—	—
2005	27	AA MLE	Reading Phillies	—	385	363	111	26	0	21	13	106	6	0	2	306	342	551	893	245	366	28	3	386	147	—	—	—	—	—	—
2006	28	AA MLE	Trenton Thunder	—	555	507	116	28	1	21	28	171	15	2	0	229	288	412	700	183	293	31	5	300	89	—	—	—	—	—	—
2007	29	AA MLE	2 teams	—	527	488	116	23	3	16	28	141	6	1	1	238	286	395	682	158	293	27	5	296	87	—	—	—	—	—	—
2008	30	AAA MLE	2 teams	—	524	488	129	28	3	14	20	160	11	1	2	264	309	420	729	156	352	31	4	315	99	—	—	—	—	—	—
2009	31	AAA MLE	2 teams	—	651	595	155	40	2	28	38	163	13	1	1	261	318	476	794	215	308	25	6	342	118	—	—	—	—	—	—
2010	32	MLB MLE	Toronto Blue Jays	—	40	40	6	2	0	1	0	11	0	1	0	150	150	275	425	125	179	28	0	184	11	—	—	—	—	—	—
2012	34	AAA MLE	2 teams	—	306	281	70	9	1	14	17	95	5	3	1	249	304	438	741	189	312	31	6	322	104	—	—	—	—	—	—
2013	35	AAA MLE	2 teams	—	591	554	144	23	0	24	25	167	7	1	2	260	300	431	732	171	324	28	4	315	99	—	—	—	—	—	—
2014	36	AAA MLE	2 teams	—	306	284	63	5	0	4	13	84	6	2	2	222	271	282	552	60	283	27	4	243	51	—	—	—	—	—	—
2015	37	INTL MLE	2 teams	—	231	221	44	14	0	3	5	69	3	0	0	199	228	303	531	104	267	30	2	232	43	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	238	217	59	11	0	12	16	67	4	2	1	272	333	488	822	217	338	28	7	360	85	+9	+0	-0	-25	+5	-1.2
/ 162G	—	A+C		—	650	593	161	30	0	33	44	183	11	5	3	272	334	489	823	218	337	28	7	360	85	+23	+0	-0	-69	+14	-3.3
Career	—	MLE		—	4346	4033	1018	209	11	151	202	1221	77	12	11	252	301	422	723	170	322	28	5	294	85	+9	+0	-0	-25	+5	-1.2
/ 162G	—	MLE		—	650	603	153	31	2	23	30	183	12	2	2	254	302	426	729	172	323	28	5	294	85	+23	+0	-0	-69	+14	-3.3

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.

2015 AAABroncos de Tamaulipas · 103 PAwOBA .304 → .232 (−73)K% 24.3% → 29.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	24.27%	÷0.980	×1.200	—	—	29.73%
BB% (unintentional) /PA	3.88%	÷1.122	×0.690	—	×0.940	2.25%
HBP% /PA	0.97%	—	×0.940	—	×0.940	0.86%
Singles /BIP	19.44%	÷1.000	×0.930	×1.027	×0.940	17.45%
Doubles /BIP	12.50%	÷1.108	×0.830	×1.027	×0.940	9.04%
Triples /BIP	0.00%	÷1.150	×0.920	×1.027	×0.940	0.00%
Home runs /BIP	2.78%	÷0.851	×0.700	—	×0.940	2.15%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 70, 1B 100, 2B 122, 3B 130, K 96, BB 124 — applied at half strength. Age: age 38 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (10.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.027.

Result: wOBA .304 → .232; ISO .155 → .110; BABIP .324 → .267. 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 AAARojos del Aguila de Veracruz · 187 PAwOBA .302 → .243 (−59)K% 22.5% → 27.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	22.46%	÷0.988	×1.200	—	—	27.27%
BB% (unintentional) /PA	6.95%	÷1.041	×0.690	—	×0.940	4.33%
HBP% /PA	0.53%	—	×0.940	—	×0.940	0.47%
Singles /BIP	29.13%	÷1.005	×0.930	×1.017	×0.940	25.78%
Doubles /BIP	3.15%	÷0.945	×0.830	×1.017	×0.940	2.64%
Triples /BIP	0.00%	÷1.000	×0.920	×1.017	×0.940	0.00%
Home runs /BIP	3.15%	÷1.006	×0.700	—	×0.940	2.06%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 101, 1B 101, 2B 89, 3B 100, K 98, BB 108 — 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 ×1.017.

Result: wOBA .302 → .243; ISO .095 → .066; BABIP .325 → .283. 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 AAAScranton/Wilkes-Barre RailRiders · 442 PAwOBA .380 → .315 (−65)K% 23.8% → 28.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	23.76%	÷1.010	×1.200	—	—	28.22%
BB% (unintentional) /PA	6.79%	÷1.015	×0.690	—	×0.940	4.34%
HBP% /PA	1.36%	—	×0.940	—	×0.940	1.20%
Singles /BIP	26.09%	÷0.971	×0.930	×1.050	×0.940	24.65%
Doubles /BIP	7.36%	÷1.026	×0.830	×1.050	×0.940	5.88%
Triples /BIP	0.00%	÷1.000	×0.970	×1.050	×0.940	0.00%
Home runs /BIP	7.69%	÷0.976	×0.840	—	×0.940	6.23%

Factors used: league row IL. Park (home-season share, regressed): HR 95, 1B 94, 2B 105, 3B 100, K 102, BB 103 — 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 ×1.050.

Result: wOBA .380 → .315; ISO .225 → .178; BABIP .361 → .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).

2012 AAAReno Aces · 205 PAwOBA .430 → .322 (−108)K% 22.9% → 30.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	22.93%	÷0.956	×1.290	—	—	30.95%
BB% (unintentional) /PA	8.78%	÷1.042	×0.710	—	×0.940	5.62%
HBP% /PA	0.98%	—	×0.980	—	×0.940	0.90%
Singles /BIP	26.87%	÷0.989	×0.900	×1.050	×0.940	24.14%
Doubles /BIP	6.72%	÷1.130	×0.810	×1.050	×0.940	4.75%
Triples /BIP	0.75%	÷0.900	×0.810	×1.050	×0.940	0.66%
Home runs /BIP	10.45%	÷1.021	×0.780	—	×0.940	7.51%

Factors used: league row PCL. Park (home-season share, regressed): HR 104, 1B 98, 2B 126, 3B 80, K 91, BB 108 — 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 .430 → .322; ISO .293 → .203; BABIP .374 → .312. 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 AAALas Vegas 51s · 521 PAwOBA .411 → .318 (−93)K% 19.0% → 24.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.00%	÷1.000	×1.290	—	—	24.51%
BB% (unintentional) /PA	8.06%	÷1.000	×0.710	—	×0.952	5.45%
HBP% /PA	1.73%	—	×0.980	—	×0.952	1.61%
Singles /BIP	21.49%	÷1.000	×0.900	×1.003	×0.952	18.47%
Doubles /BIP	11.85%	÷1.000	×0.810	×1.003	×0.952	9.16%
Triples /BIP	0.55%	÷1.000	×0.810	×1.003	×0.952	0.43%
Home runs /BIP	6.89%	÷1.000	×0.780	—	×0.952	5.11%

Factors used: league row PCL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 32 vs a level average of 27.2 → −4.8% on BB/HBP/hit rates (4.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.003.

Result: wOBA .411 → .318; ISO .264 → .196; BABIP .361 → .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).

2008 AAARochester Red Wings · 456 PAwOBA .386 → .316 (−70)K% 25.4% → 30.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	25.44%	÷1.000	×1.200	—	—	30.53%
BB% (unintentional) /PA	4.82%	÷1.000	×0.690	—	×0.962	3.20%
HBP% /PA	2.41%	—	×0.940	—	×0.962	2.18%
Singles /BIP	26.67%	÷1.000	×0.930	×1.003	×0.962	23.93%
Doubles /BIP	11.00%	÷1.000	×0.830	×1.003	×0.962	8.81%
Triples /BIP	1.00%	÷1.000	×0.970	×1.003	×0.962	0.94%
Home runs /BIP	5.67%	÷1.000	×0.840	—	×0.962	4.58%

Factors used: league row IL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×1.003.

Result: wOBA .386 → .316; ISO .216 → .172; BABIP .401 → .345. 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 AAConnecticut Defenders · 439 PAwOBA .385 → .308 (−77)K% 21.2% → 25.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	21.18%	÷1.000	×1.220	—	—	25.85%
BB% (unintentional) /PA	7.74%	÷1.000	×0.700	—	×0.948	5.14%
HBP% /PA	1.37%	—	×0.850	—	×0.948	1.10%
Singles /BIP	24.83%	÷1.000	×0.970	×0.977	×0.948	22.30%
Doubles /BIP	8.28%	÷1.000	×0.860	×0.977	×0.948	6.59%
Triples /BIP	1.32%	÷1.000	×0.950	×0.977	×0.948	1.16%
Home runs /BIP	5.96%	÷1.000	×0.780	—	×0.948	4.41%

Factors used: league row EL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 30 vs a level average of 24.8 → −5.2% on BB/HBP/hit rates (5.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.977.

Result: wOBA .385 → .308; ISO .220 → .167; BABIP .362 → .311. 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 AAAOttawa Lynx · 88 PAwOBA .308 → .237 (−72)K% 26.1% → 31.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	26.14%	÷1.000	×1.200	—	—	31.36%
BB% (unintentional) /PA	10.23%	÷1.000	×0.690	—	×0.972	6.86%
HBP% /PA	0.00%	—	×0.940	—	×0.972	0.00%
Singles /BIP	16.07%	÷1.000	×0.930	×0.950	×0.972	13.80%
Doubles /BIP	7.14%	÷1.000	×0.830	×0.950	×0.972	5.47%
Triples /BIP	0.00%	÷1.000	×0.970	×0.950	×0.972	0.00%
Home runs /BIP	7.14%	÷1.000	×0.840	—	×0.972	5.83%

Factors used: league row IL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×0.950.

Result: wOBA .308 → .237; ISO .203 → .158; BABIP .250 → .205. 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 — .