Garabez Rosa

PosSS

B/TR/R

Born1989-10-12

Age (2027)37

No MLB projection yet. Career stats below are historical.

Overview

INTLLAST SEASON 2019

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2017	27	AA/INTL2 orgs	655	.289/.313/.409	15	1	72	—	.277/.293/.377
2018	28	AAA/INTL2 orgs	600	.268/.287/.383	13	2	57	—	.239/.253/.327
2019	29	AAA/INTL2 orgs	311	.282/.326/.392	4	2	85	—	.221/.254/.310

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)
2007	17	ROK	DSL Orioles	—	225	200	55	10	2	2	3	44	3	7	4	275	296	375	671	100	335	20	1	274	19	—	—	—	—	—	—
2008	18	ROK	GCL Orioles	—	192	185	61	8	3	4	1	26	2	4	2	330	340	470	811	141	365	14	1	350	67	—	—	—	—	—	—
2009	19	A	Delmarva Shorebirds	—	33	32	4	0	0	1	1	7	0	0	1	125	152	219	370	94	125	21	3	166	-25	—	—	—	—	—	—
2010	20	A	Delmarva Shorebirds	—	478	459	115	32	2	5	7	114	6	3	3	251	271	362	633	111	323	24	1	278	44	—	—	—	—	—	—
2011	21	A+	Frederick Keys	—	187	179	38	7	1	2	3	47	0	3	0	212	225	296	521	84	277	25	2	226	13	—	—	—	—	—	—
2011	21	A	Delmarva Shorebirds	—	257	244	64	15	1	3	6	57	0	3	0	262	280	369	649	107	328	22	2	280	49	—	—	—	—	—	—
2012	22	A+	Frederick Keys	—	389	363	89	16	2	7	10	87	4	4	5	245	273	358	631	113	303	22	3	273	36	—	—	—	—	—	—
2013	23	AA	Bowie Baysox	—	477	460	127	19	4	6	8	77	2	8	5	276	291	374	665	98	320	16	2	292	68	—	—	—	—	—	—
2013	23	INTL	Gigantes del Cibao	—	40	37	10	1	0	0	1	5	1	0	1	270	308	297	605	27	312	12	2	272	70	—	—	—	—	—	—
2014	24	AA	Bowie Baysox	—	485	465	131	27	1	11	12	95	1	7	2	282	301	415	716	133	331	20	2	312	78	—	—	—	—	—	—
2014	24	INTL	Gigantes del Cibao	—	149	140	40	7	0	4	6	23	1	2	2	286	320	421	741	136	316	15	4	325	106	—	—	—	—	—	—
2015	25	AA	Bowie Baysox	—	398	368	93	16	1	4	16	72	5	3	8	253	293	334	627	82	301	18	4	278	52	—	—	—	—	—	—
2015	25	INTL	Gigantes del Cibao	—	134	123	44	5	1	4	10	16	0	1	0	358	406	512	918	154	388	12	7	404	159	—	—	—	—	—	—
2016	26	AAA	Norfolk Tides	—	78	77	18	1	0	1	1	23	0	0	1	234	244	286	529	52	321	29	1	238	22	—	—	—	—	—	—
2016	26	AA	Bowie Baysox	—	476	452	137	21	2	8	14	104	4	2	4	303	330	412	741	108	374	22	3	327	78	—	—	—	—	—	—
2016	26	INTL	Gigantes del Cibao	—	198	192	43	8	2	0	5	32	0	1	0	224	244	286	530	62	269	16	3	237	46	—	—	—	—	—	—
2017	27	AA	Bowie Baysox	—	544	523	162	24	2	14	17	98	2	1	5	310	334	444	778	134	358	18	3	344	83	—	—	—	—	—	—
2017	27	INTL	Gigantes del Cibao	—	111	103	19	2	0	1	3	27	0	0	2	184	206	233	439	49	234	24	3	191	16	—	—	—	—	—	—
2018	28	AAA	Norfolk Tides	—	495	481	133	22	0	11	12	121	2	2	1	277	297	391	688	114	350	24	2	306	57	—	—	—	—	—	—
2018	28	INTL	Naranjeros de Hermosillo	—	105	102	23	4	1	2	2	23	0	0	0	225	240	343	584	118	269	22	2	255	59	—	—	—	—	—	—
2019	29	AAA	Algodoneros Union Laguna	—	119	111	30	6	0	3	5	18	2	0	0	270	314	405	719	135	300	15	4	319	55	—	—	—	—	—	—
2019	29	INTL	Navegantes del Magallanes	—	192	180	52	8	3	1	10	41	2	2	0	289	333	383	717	94	370	21	5	322	104	—	—	—	—	—	—
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2007	17	ROK MLE	DSL Orioles	—	225	201	41	7	1	1	2	54	3	7	4	204	223	264	487	60	234	24	1	196	19	—	—	—	—	—	—
2008	18	ROK MLE	GCL Orioles	—	192	185	49	6	2	3	1	37	2	4	2	265	277	368	644	103	302	19	1	267	67	—	—	—	—	—	—
2009	19	A MLE	Delmarva Shorebirds	—	33	32	4	0	0	1	1	9	0	0	1	125	152	219	370	94	118	27	3	131	-25	—	—	—	—	—	—
2010	20	A MLE	Delmarva Shorebirds	—	478	461	101	27	2	4	5	150	6	3	3	219	237	312	550	93	307	31	1	233	44	—	—	—	—	—	—
2011	21	A+ MLE	Frederick Keys	—	187	180	33	6	1	1	2	65	0	3	0	183	192	244	437	61	269	35	1	188	13	—	—	—	—	—	—
2011	21	A MLE	Delmarva Shorebirds	—	257	246	58	14	1	2	4	75	0	3	0	236	248	325	573	89	312	29	2	240	49	—	—	—	—	—	—
2012	22	A+ MLE	Frederick Keys	—	389	367	78	14	2	4	6	121	4	4	5	213	233	294	528	82	286	31	2	221	36	—	—	—	—	—	—
2013	23	AA MLE	Bowie Baysox	—	477	464	123	19	4	4	4	95	2	8	5	265	274	349	624	84	321	20	1	269	68	—	—	—	—	—	—
2014	24	AA MLE	Bowie Baysox	—	485	469	126	24	1	9	8	118	1	7	2	269	282	382	664	113	332	24	2	284	78	—	—	—	—	—	—
2015	25	AA MLE	Bowie Baysox	—	398	373	88	14	1	3	11	89	5	3	8	236	267	303	570	67	289	22	3	245	52	—	—	—	—	—	—
2016	26	AAA MLE	Norfolk Tides	—	78	78	16	1	0	1	0	28	0	0	1	205	205	256	462	51	305	36	0	200	22	—	—	—	—	—	—
2016	26	AA MLE	Bowie Baysox	—	476	458	127	17	2	6	8	129	4	2	4	277	296	362	658	85	362	27	2	284	78	—	—	—	—	—	—
2017	27	AA MLE	Bowie Baysox	—	544	530	147	19	2	10	10	123	2	1	5	277	293	377	671	100	341	23	2	291	83	—	—	—	—	—	—
2018	28	AAA MLE	Norfolk Tides	—	495	486	116	16	0	9	7	144	2	2	1	239	253	327	580	88	321	29	1	252	57	—	—	—	—	—	—
2019	29	AAA MLE	Algodoneros Union Laguna	—	119	113	25	4	0	2	3	23	2	0	0	221	254	310	564	88	262	19	3	250	55	—	—	—	—	—	—
2007	17	ROK MLE	DSL Orioles	—	225	201	41	7	1	1	2	54	3	7	4	204	223	264	487	60	267	24	1	196	19	—	—	—	—	—	—
2007	17	ROK RAW	DSL Orioles	—	225	200	55	10	2	2	3	44	3	7	4	275	296	375	671	100	335	20	1	274	19	—	—	—	—	—	—
2008	18	ROK MLE	GCL Orioles	—	192	185	49	6	2	3	1	37	2	4	2	265	277	368	644	103	315	19	1	267	67	—	—	—	—	—	—
2008	18	ROK RAW	GCL Orioles	—	192	185	61	8	3	4	1	26	2	4	2	330	340	470	811	141	365	14	1	350	67	—	—	—	—	—	—
2009	19	A MLE	Delmarva Shorebirds	—	33	32	4	0	0	1	1	9	0	0	1	125	152	219	370	94	136	27	3	131	-25	—	—	—	—	—	—
2009	19	A RAW	Delmarva Shorebirds	—	33	32	4	0	0	1	1	7	0	0	1	125	152	219	370	94	125	21	3	166	-25	—	—	—	—	—	—
2010	20	A MLE	Delmarva Shorebirds	—	478	461	101	27	2	4	5	150	6	3	3	219	237	312	550	93	315	31	1	233	44	—	—	—	—	—	—
2010	20	A RAW	Delmarva Shorebirds	—	478	459	115	32	2	5	7	114	6	3	3	251	271	362	633	111	323	24	1	278	44	—	—	—	—	—	—
2011	21	A MLE	2 teams	—	444	426	91	20	2	3	6	140	0	6	0	214	225	291	516	77	309	32	1	218	34	—	—	—	—	—	—
2011	21	A RAW	2 teams	—	444	423	102	22	2	5	9	104	0	6	0	241	257	338	595	97	307	23	2	257	34	—	—	—	—	—	—
2012	22	A+ MLE	Frederick Keys	—	389	367	78	14	2	4	6	121	4	4	5	213	233	294	528	82	303	31	2	221	36	—	—	—	—	—	—
2012	22	A+ RAW	Frederick Keys	—	389	363	89	16	2	7	10	87	4	4	5	245	273	358	631	113	303	22	3	273	36	—	—	—	—	—	—
2013	23	AA MLE	2 teams	—	517	501	134	21	5	4	5	103	3	8	6	267	279	353	632	86	329	20	1	269	68	—	—	—	—	—	—
2013	23	AA RAW	2 teams	—	517	497	137	20	4	6	9	82	3	8	6	276	293	368	661	93	320	16	2	290	68	—	—	—	—	—	—
2014	24	AA MLE	2 teams	—	634	613	165	31	1	12	10	155	2	9	4	269	283	382	665	113	339	24	2	284	78	—	—	—	—	—	—
2014	24	AA RAW	2 teams	—	634	605	171	34	1	15	18	118	2	9	4	283	306	417	722	134	327	19	3	315	78	—	—	—	—	—	—
2015	25	AA MLE	2 teams	—	532	503	117	19	1	3	14	119	5	4	8	233	261	292	553	60	296	22	3	245	52	—	—	—	—	—	—
2015	25	AA RAW	2 teams	—	532	491	137	21	2	8	26	88	5	4	8	279	322	379	701	100	323	17	5	309	52	—	—	—	—	—	—
2016	26	AA MLE	3 teams	—	752	730	194	24	3	9	11	213	4	3	5	266	281	344	624	78	361	28	1	272	70	—	—	—	—	—	—
2016	26	AA RAW	3 teams	—	752	721	198	30	4	9	20	159	4	3	5	275	298	365	663	90	339	21	3	294	70	—	—	—	—	—	—
2017	27	AA MLE	2 teams	—	655	635	176	23	2	12	12	149	2	1	7	277	293	376	669	99	343	23	2	291	83	—	—	—	—	—	—
2017	27	AA RAW	2 teams	—	655	626	181	26	2	15	20	125	2	1	7	289	313	409	722	120	339	19	3	318	83	—	—	—	—	—	—
2018	28	AAA MLE	2 teams	—	600	588	141	20	0	11	9	175	2	2	1	240	254	330	584	90	323	29	2	252	57	—	—	—	—	—	—
2018	28	AAA RAW	2 teams	—	600	583	156	26	1	13	14	144	2	2	1	268	287	383	670	115	335	24	2	297	57	—	—	—	—	—	—
2019	29	INTL MLE	2 teams	—	311	299	67	12	0	5	7	59	4	2	0	224	252	314	566	90	264	19	2	250	55	—	—	—	—	—	—
2019	29	INTL RAW	2 teams	—	311	291	82	14	3	4	15	59	4	2	0	282	326	392	718	110	342	19	5	321	55	—	—	—	—	—	—
2007	17	ROK MLE	DSL Orioles	—	225	218	41	7	1	1	2	54	3	7	4	188	223	243	466	55	234	24	1	196	19	—	—	—	—	—	—
2008	18	ROK MLE	GCL Orioles	—	192	187	49	6	2	3	1	37	2	4	2	262	277	364	640	102	302	19	1	267	67	—	—	—	—	—	—
2009	19	A MLE	Delmarva Shorebirds	—	33	32	4	0	0	1	1	9	0	0	1	125	152	219	370	94	118	27	3	131	-25	—	—	—	—	—	—
2010	20	A MLE	Delmarva Shorebirds	—	478	464	101	27	2	4	5	150	6	3	3	218	237	310	548	93	307	31	1	233	44	—	—	—	—	—	—
2011	21	A MLE	2 teams	—	444	435	91	20	2	3	6	140	0	6	0	209	225	285	510	76	294	32	1	218	34	—	—	—	—	—	—
2012	22	A+ MLE	Frederick Keys	—	389	376	78	14	2	4	6	121	4	4	5	207	233	287	521	80	286	31	2	221	36	—	—	—	—	—	—
2013	23	AA MLE	2 teams	—	517	504	134	21	5	4	5	103	3	8	6	266	279	351	630	85	321	20	1	269	68	—	—	—	—	—	—
2014	24	AA MLE	2 teams	—	634	617	165	31	1	12	10	155	2	9	4	267	283	379	662	112	332	24	2	284	78	—	—	—	—	—	—
2015	25	AA MLE	2 teams	—	532	508	117	19	1	3	14	119	5	4	8	230	261	289	550	59	289	22	3	245	52	—	—	—	—	—	—
2016	26	AA MLE	3 teams	—	752	731	194	24	3	9	11	213	4	3	5	265	281	343	624	78	354	28	1	272	70	—	—	—	—	—	—
2017	27	AA MLE	2 teams	—	655	636	176	23	2	12	12	149	2	1	7	277	293	376	669	99	341	23	2	291	83	—	—	—	—	—	—
2018	28	AAA MLE	2 teams	—	600	584	141	20	0	11	9	175	2	2	1	241	254	332	586	91	321	29	2	252	57	—	—	—	—	—	—
2019	29	INTL MLE	2 teams	—	311	297	67	12	0	5	7	59	4	2	0	226	252	316	568	91	262	19	2	250	55	—	—	—	—	—	—
▸ Career Totals
Career	—	MLE		—	5762	5541	1358	224	21	72	89	1484	37	53	46	245	262	332	594	87	320	26	2	255	59	-284	-8	+0	+62	+125	-10.8
/ 162G	—	MLE		—	650	625	152	25	2	8	10	167	4	6	5	243	259	328	587	85	318	26	2	255	59	-32	-1	+0	+7	+14	-1.2

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.

2019 AAAAlgodoneros Union Laguna · 119 PAwOBA .306 → .250 (−57)K% 15.1% → 19.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.13%	÷0.956	×1.200	—	—	18.98%
BB% (unintentional) /PA	3.36%	÷1.004	×0.690	—	×0.972	2.24%
HBP% /PA	1.68%	—	×0.940	—	×0.972	1.54%
Singles /BIP	22.58%	÷0.981	×0.930	—	×0.972	20.81%
Doubles /BIP	6.45%	÷1.076	×0.830	—	×0.972	4.84%
Triples /BIP	0.00%	÷1.116	×0.920	—	×0.972	0.00%
Home runs /BIP	3.23%	÷1.028	×0.700	—	×0.972	2.13%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 106, 1B 96, 2B 115, 3B 123, K 91, 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).

Result: wOBA .306 → .250; ISO .135 → .093; BABIP .300 → .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).

2018 AAANorfolk Tides · 495 PAwOBA .296 → .252 (−44)K% 24.4% → 29.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	24.44%	÷1.009	×1.200	—	—	29.07%
BB% (unintentional) /PA	2.22%	÷0.997	×0.690	—	×0.982	1.51%
HBP% /PA	0.40%	—	×0.940	—	×0.982	0.37%
Singles /BIP	27.78%	÷0.984	×0.930	×1.027	×0.982	26.49%
Doubles /BIP	6.11%	÷1.063	×0.830	×1.027	×0.982	4.81%
Triples /BIP	0.00%	÷1.150	×0.970	×1.027	×0.982	0.00%
Home runs /BIP	3.06%	÷0.964	×0.840	—	×0.982	2.61%

Factors used: league row IL. Park (home-season share, regressed): HR 93, 1B 97, 2B 113, 3B 130, K 102, BB 99 — 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 ×1.027.

Result: wOBA .296 → .252; ISO .114 → .090; BABIP .350 → .321. 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).

2017 AABowie Baysox · 544 PAwOBA .334 → .291 (−44)K% 18.0% → 22.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.01%	÷0.970	×1.220	—	—	22.66%
BB% (unintentional) /PA	2.94%	÷1.061	×0.700	—	×0.968	1.88%
HBP% /PA	0.37%	—	×0.850	—	×0.968	0.30%
Singles /BIP	28.71%	÷0.993	×0.970	×1.042	×0.968	28.28%
Doubles /BIP	5.65%	÷1.043	×0.860	×1.042	×0.968	4.70%
Triples /BIP	0.47%	÷1.016	×0.950	×1.042	×0.968	0.44%
Home runs /BIP	3.29%	÷0.998	×0.780	—	×0.968	2.49%

Factors used: league row EL. Park (home-season share, regressed): HR 100, 1B 99, 2B 109, 3B 103, K 94, BB 112 — applied at half strength. Age: age 28 vs a level average of 24.8 → −3.2% on BB/HBP/hit rates (3.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.042.

Result: wOBA .334 → .291; ISO .134 → .102; BABIP .358 → .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).

2016 AABowie Baysox · 476 PAwOBA .320 → .284 (−36)K% 21.8% → 27.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	21.85%	÷0.984	×1.220	—	—	27.08%
BB% (unintentional) /PA	2.73%	÷1.084	×0.700	—	×0.978	1.72%
HBP% /PA	0.84%	—	×0.850	—	×0.978	0.70%
Singles /BIP	30.46%	÷0.992	×0.970	×1.045	×0.978	30.45%
Doubles /BIP	6.03%	÷1.053	×0.860	×1.045	×0.978	5.04%
Triples /BIP	0.57%	÷0.900	×0.950	×1.045	×0.978	0.62%
Home runs /BIP	2.30%	÷1.057	×0.780	—	×0.978	1.66%

Factors used: league row EL. Park (home-season share, regressed): HR 111, 1B 98, 2B 111, 3B 80, K 97, BB 117 — applied at half strength. Age: age 27 vs a level average of 24.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.045.

Result: wOBA .320 → .284; ISO .108 → .084; BABIP .374 → .362. 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 AAANorfolk Tides · 78 PAwOBA .225 → .200 (−25)K% 29.5% → 36.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	29.49%	÷0.983	×1.200	—	—	35.98%
BB% (unintentional) /PA	0.00%	÷1.046	×0.690	—	×1.003	0.00%
HBP% /PA	0.00%	—	×0.940	—	×1.003	0.00%
Singles /BIP	29.63%	÷1.027	×0.930	×1.050	×1.003	28.27%
Doubles /BIP	1.85%	÷1.021	×0.830	×1.050	×1.003	1.59%
Triples /BIP	0.00%	÷1.150	×0.970	×1.050	×1.003	0.00%
Home runs /BIP	1.85%	÷0.776	×0.840	—	×1.003	2.01%

Factors used: league row IL. Park (home-season share, regressed): HR 55, 1B 105, 2B 104, 3B 130, K 97, BB 109 — 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 ×1.050.

Result: wOBA .225 → .200; ISO .052 → .049; BABIP .321 → .305. 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 AABowie Baysox · 398 PAwOBA .273 → .245 (−28)K% 18.1% → 22.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.09%	÷0.989	×1.220	—	—	22.32%
BB% (unintentional) /PA	4.02%	÷1.014	×0.700	—	×0.988	2.74%
HBP% /PA	1.26%	—	×0.850	—	×0.988	1.06%
Singles /BIP	24.32%	÷1.023	×0.970	×1.049	×0.988	23.93%
Doubles /BIP	5.41%	÷0.999	×0.860	×1.049	×0.988	4.83%
Triples /BIP	0.34%	÷1.123	×0.950	×1.049	×0.988	0.30%
Home runs /BIP	1.35%	÷1.197	×0.780	—	×0.988	0.87%

Factors used: league row EL. Park (home-season share, regressed): HR 139, 1B 105, 2B 100, 3B 125, K 98, BB 103 — applied at half strength. Age: age 26 vs a level average of 24.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.049.

Result: wOBA .273 → .245; ISO .082 → .064; BABIP .301 → .289. 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 AABowie Baysox · 485 PAwOBA .306 → .284 (−22)K% 19.6% → 24.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.59%	÷0.980	×1.220	—	—	24.38%
BB% (unintentional) /PA	2.47%	÷1.082	×0.700	—	×0.998	1.60%
HBP% /PA	0.21%	—	×0.850	—	×0.998	0.17%
Singles /BIP	24.86%	÷0.972	×0.970	×1.039	×0.998	25.74%
Doubles /BIP	7.30%	÷0.969	×0.860	×1.039	×0.998	6.72%
Triples /BIP	0.27%	÷0.900	×0.950	×1.039	×0.998	0.30%
Home runs /BIP	2.97%	÷0.919	×0.780	—	×0.998	2.52%

Factors used: league row EL. Park (home-season share, regressed): HR 84, 1B 94, 2B 94, 3B 80, K 96, BB 116 — applied at half strength. Age: age 25 vs a level average of 24.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.039.

Result: wOBA .306 → .284; ISO .133 → .115; BABIP .331 → .332. 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 AABowie Baysox · 477 PAwOBA .283 → .269 (−14)K% 16.1% → 19.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.14%	÷0.991	×1.220	—	—	19.87%
BB% (unintentional) /PA	1.47%	÷1.189	×0.700	—	×1.012	0.87%
HBP% /PA	0.42%	—	×0.850	—	×1.012	0.36%
Singles /BIP	25.59%	÷1.032	×0.970	×1.050	×1.012	25.56%
Doubles /BIP	4.96%	÷0.890	×0.860	×1.050	×1.012	5.09%
Triples /BIP	1.04%	÷0.900	×0.950	×1.050	×1.012	1.17%
Home runs /BIP	1.57%	÷1.140	×0.780	—	×1.012	1.08%

Factors used: league row EL. Park (home-season share, regressed): HR 128, 1B 106, 2B 78, 3B 80, K 98, BB 138 — 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 ×1.050.

Result: wOBA .283 → .269; ISO .098 → .087; BABIP .320 → .321. 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 — .