Ramón Cabrera

PosC

B/TS/R

Born1989-11-05

Age (2027)37

No MLB projection yet. Career stats below are historical.

Overview

INTLLAST SEASON 2024

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	wRC+	WAR
2021	31	INTLTigres de Ara…	104	.225/.324/.326	2	86	—
2023	33	INTLCaribes de An…	32	.200/.250/.200	0	31	—
2024	34	INTLNavegantes de…	31	.385/.484/.385	0	161	—

Contract

No contract data on file.

Skills · percentileStatcast 2015-2016

Avg EV29

Barrel%10

xwOBA10

Speed10

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. Catcher framing: only 2027 Statcast framing is modeled (Baseball Savant server-caches the leaderboard to the current season); prior-year framing is unmodeled — projections for established framers may run 1-3 WAR low.

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)
2008	18	ROK	VSL Pirates	—	210	178	47	16	0	3	28	27	2	5	0	264	370	404	775	140	293	13	13	348	38	—	—	—	—	—	—
2009	19	ROK	GCL Pirates	—	237	204	61	17	1	3	28	27	1	3	3	299	386	436	823	137	330	11	12	364	74	—	—	—	—	—	—
2010	20	A	West Virginia Power	—	372	342	92	14	4	1	22	42	1	3	4	269	315	342	657	73	300	11	6	292	61	—	—	—	—	—	—
2011	21	A+	Bradenton Marauders	—	379	327	112	25	4	3	38	29	4	5	1	343	417	471	888	128	361	8	10	387	120	—	—	—	—	—	—
2011	21	INTL	Leones del Caracas	—	66	56	10	1	1	0	9	13	0	1	0	179	292	232	524	54	233	20	14	249	54	—	—	—	—	—	—
2012	22	AA	Altoona Curve	—	428	384	106	22	2	3	39	45	0	0	3	276	343	367	710	91	306	11	9	319	80	—	—	—	—	—	—
2012	22	INTL	Leones del Caracas	—	97	90	24	3	0	1	6	12	0	0	2	267	312	333	646	67	295	12	6	291	83	—	—	—	—	—	—
2013	23	AAA	Toledo Mud Hens	—	165	149	36	9	1	1	14	21	1	0	1	242	311	336	647	94	276	13	8	293	65	—	—	—	—	—	—
2013	23	AA	Erie SeaWolves	—	362	312	95	22	2	0	44	34	3	4	0	304	396	388	783	83	338	9	12	355	112	—	—	—	—	—	—
2013	23	INTL	Leones del Caracas	—	134	124	36	9	0	4	8	25	0	0	0	290	333	460	793	169	333	19	6	345	120	—	—	—	—	—	—
2014	24	AA	Altoona Curve	—	480	440	120	22	0	6	36	43	0	1	1	273	328	364	691	91	289	9	8	311	76	—	—	—	—	—	—
2014	24	INTL	Leones del Caracas	—	111	98	25	3	0	1	13	14	0	0	1	255	342	316	659	61	289	13	12	306	93	—	—	—	—	—	—
2015	25	MLB	Cincinnati Reds	—	30	30	11	1	0	1	0	5	0	0	0	367	367	500	867	133	417	17	0	384	142	+1	+0	+0	+7	+1	1.0
2015	25	AAA	Louisville Bats	—	351	317	92	14	0	2	27	44	0	1	1	290	346	353	699	63	328	13	8	313	82	—	—	—	—	—	—
2016	26	MLB	Cincinnati Reds	—	185	171	42	10	0	3	8	30	1	1	1	246	283	357	640	111	277	16	4	279	71	-6	-0	-14	+6	+4	-1.2
2016	26	AAA	Louisville Bats	—	56	54	14	1	0	0	1	6	0	0	0	259	273	278	551	19	286	11	2	245	49	—	—	—	—	—	—
2016	26	INTL	Leones del Caracas	—	70	63	15	4	0	0	6	8	0	0	0	238	304	302	606	63	273	11	9	275	73	—	—	—	—	—	—
2017	27	AAA	New Orleans Baby Cakes	—	216	198	43	10	1	5	14	34	3	1	1	217	279	354	633	136	237	16	6	284	39	—	—	—	—	—	—
2017	27	INTL	Leones del Caracas	—	119	113	30	5	0	4	2	13	0	0	0	265	278	416	694	150	265	11	2	295	86	—	—	—	—	—	—
2018	28	INTL	Leones del Caracas	—	103	97	20	2	0	2	4	14	1	0	0	206	245	289	534	82	220	14	4	240	49	—	—	—	—	—	—
2019	29	INTL	Leones del Caracas	—	140	125	37	8	0	1	14	13	0	0	0	296	367	384	751	88	324	9	10	339	116	—	—	—	—	—	—
2020	30	INTL	Tigres de Aragua	—	70	61	17	2	1	0	7	3	1	0	0	279	362	344	707	66	288	4	10	321	103	—	—	—	—	—	—
2021	31	INTL	Tigres de Aragua	—	104	89	20	3	0	2	10	3	3	0	0	225	324	326	649	101	209	3	10	296	86	—	—	—	—	—	—
2023	33	INTL	Caribes de Anzoategui	—	32	30	6	0	0	0	2	3	0	0	0	200	250	200	450		222	9	6	213	31	—	—	—	—	—	—
2024	34	INTL	Navegantes del Magallanes	—	31	26	10	0	0	0	4	2	1	0	0	385	484	385	868		417	6	13	406	161	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	215	201	53	11	0	4	8	35	1	1	1	264	295	378	673	114	297	16	4	294	85	-4	-0	-14	+12	+5	-0.1
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2008	18	ROK MLE	VSL Pirates	—	210	187	31	10	0	1	19	33	2	5	0	166	250	235	485	70	189	16	9	225	38	—	—	—	—	—	—
2009	19	ROK MLE	GCL Pirates	—	237	216	51	13	1	2	16	39	1	3	3	236	292	333	625	97	269	16	7	277	74	—	—	—	—	—	—
2010	20	A MLE	West Virginia Power	—	372	350	89	12	4	1	14	55	1	3	4	254	285	320	605	66	285	15	4	259	61	—	—	—	—	—	—
2011	21	A+ MLE	Bradenton Marauders	—	379	340	106	24	4	2	25	41	4	5	1	312	366	424	789	112	329	11	7	346	120	—	—	—	—	—	—
2012	22	AA MLE	Altoona Curve	—	428	394	104	18	2	2	29	56	0	0	3	264	314	335	649	71	298	13	7	286	80	—	—	—	—	—	—
2013	23	AAA MLE	Toledo Mud Hens	—	165	153	35	8	1	1	10	25	1	0	1	229	280	314	594	85	271	15	6	265	65	—	—	—	—	—	—
2013	23	AA MLE	Erie SeaWolves	—	362	326	100	22	2	0	30	41	3	4	0	307	370	387	757	80	343	11	8	334	112	—	—	—	—	—	—
2014	24	AA MLE	Altoona Curve	—	480	452	119	20	0	6	24	53	0	1	1	263	300	347	648	84	280	11	5	281	76	—	—	—	—	—	—
2015	25	MLB MLE	Cincinnati Reds	—	30	30	11	1	0	1	0	5	0	0	0	367	367	500	867	133	417	17	0	378	142	+1	+0	+0	+7	+1	1.0
2015	25	AAA MLE	Louisville Bats	—	351	325	92	13	0	2	19	53	0	1	1	283	323	342	664	58	322	15	5	289	82	—	—	—	—	—	—
2016	26	MLB MLE	Cincinnati Reds	—	185	172	42	10	0	3	7	30	1	1	1	244	278	355	632	110	277	16	4	273	71	-6	-0	-14	+6	+4	-1.2
2016	26	AAA MLE	Louisville Bats	—	56	54	14	1	0	0	1	7	0	0	0	259	273	278	551	19	288	12	2	240	49	—	—	—	—	—	—
2017	27	AAA MLE	New Orleans Baby Cakes	—	216	202	36	8	1	4	10	45	3	1	1	178	228	287	515	109	206	21	5	226	39	—	—	—	—	—	—
2008	18	ROK MLE	VSL Pirates	—	210	187	31	10	0	1	19	33	2	5	0	166	250	235	485	70	194	16	9	225	38	—	—	—	—	—	—
2008	18	ROK RAW	VSL Pirates	—	210	178	47	16	0	3	28	27	2	5	0	264	370	404	775	140	293	13	13	348	38	—	—	—	—	—	—
2009	19	ROK MLE	GCL Pirates	—	237	216	51	13	1	2	16	39	1	3	3	236	292	333	625	97	277	16	7	277	74	—	—	—	—	—	—
2009	19	ROK RAW	GCL Pirates	—	237	204	61	17	1	3	28	27	1	3	3	299	386	436	823	137	330	11	12	364	74	—	—	—	—	—	—
2010	20	A MLE	West Virginia Power	—	372	350	89	12	4	1	14	55	1	3	4	254	285	320	605	66	295	15	4	259	61	—	—	—	—	—	—
2010	20	A RAW	West Virginia Power	—	372	342	92	14	4	1	22	42	1	3	4	269	315	342	657	73	300	11	6	292	61	—	—	—	—	—	—
2011	21	A+ MLE	2 teams	—	445	401	125	28	5	3	29	48	4	6	1	312	364	429	793	117	342	11	7	346	120	—	—	—	—	—	—
2011	21	A+ RAW	2 teams	—	445	383	122	26	5	3	47	42	4	6	1	319	399	436	835	117	345	9	11	366	120	—	—	—	—	—	—
2012	22	AA MLE	2 teams	—	525	483	128	22	2	3	36	69	0	0	5	265	316	337	653	72	303	13	7	286	80	—	—	—	—	—	—
2012	22	AA RAW	2 teams	—	525	474	130	25	2	4	45	57	0	0	5	274	337	361	698	86	304	11	9	314	80	—	—	—	—	—	—
2013	23	AA MLE	3 teams	—	661	601	170	38	4	1	50	83	4	4	1	283	342	364	706	82	324	13	8	312	98	—	—	—	—	—	—
2013	23	AA RAW	3 teams	—	661	585	167	40	3	5	66	80	4	4	1	285	362	390	752	104	321	12	10	338	98	—	—	—	—	—	—
2014	24	AA MLE	2 teams	—	591	558	146	24	0	7	29	66	0	1	2	262	298	342	640	81	284	11	5	281	76	—	—	—	—	—	—
2014	24	AA RAW	2 teams	—	591	538	145	25	0	7	49	57	0	1	2	270	330	355	686	86	289	10	8	310	76	—	—	—	—	—	—
2015	25	AAA MLE	2 teams	—	381	355	103	14	0	3	19	58	0	1	1	290	326	355	681	65	337	15	5	296	86	—	—	—	—	—	—
2015	25	AAA RAW	2 teams	—	381	347	103	15	0	3	27	49	0	1	1	297	348	366	714	69	336	13	7	318	86	—	—	—	—	—	—
2016	26	MLB MLE	3 teams	—	311	293	72	14	0	4	10	48	1	1	1	246	273	334	607	89	278	15	3	265	66	-13	-0	-14	+6	+7	-1.5
2016	26	MLB RAW	3 teams	—	311	288	71	15	0	3	15	44	1	1	1	247	286	330	616	83	278	14	5	272	66	-13	-0	-14	+6	+7	-1.5
2017	27	AAA MLE	2 teams	—	335	312	55	13	1	6	15	70	3	1	1	176	221	282	503	106	205	21	4	226	39	—	—	—	—	—	—
2017	27	AAA RAW	2 teams	—	335	311	73	15	1	9	16	47	3	1	1	235	279	376	655	141	248	14	5	288	39	—	—	—	—	—	—
2018	28	INTL MLE	Leones del Caracas	—	103	97	20	2	0	2	4	14	1	0	0	206	245	289	534	82	220	14	4	—	—	—	—	—	—	—	—
2018	28	INTL RAW	Leones del Caracas	—	103	97	20	2	0	2	4	14	1	0	0	206	245	289	534	82	220	14	4	240	49	—	—	—	—	—	—
2019	29	INTL MLE	Leones del Caracas	—	140	125	37	8	0	1	14	13	0	0	0	296	367	384	751	88	324	9	10	—	—	—	—	—	—	—	—
2019	29	INTL RAW	Leones del Caracas	—	140	125	37	8	0	1	14	13	0	0	0	296	367	384	751	88	324	9	10	339	116	—	—	—	—	—	—
2020	30	INTL MLE	Tigres de Aragua	—	70	61	17	2	1	0	7	3	1	0	0	279	362	344	707	66	288	4	10	—	—	—	—	—	—	—	—
2020	30	INTL RAW	Tigres de Aragua	—	70	61	17	2	1	0	7	3	1	0	0	279	362	344	707	66	288	4	10	321	103	—	—	—	—	—	—
2021	31	INTL MLE	Tigres de Aragua	—	104	89	20	3	0	2	10	3	3	0	0	225	324	326	649	101	209	3	10	—	—	—	—	—	—	—	—
2021	31	INTL RAW	Tigres de Aragua	—	104	89	20	3	0	2	10	3	3	0	0	225	324	326	649	101	209	3	10	296	86	—	—	—	—	—	—
2023	33	INTL MLE	Caribes de Anzoategui	—	32	30	6	0	0	0	2	3	0	0	0	200	250	200	450		222	9	6	—	—	—	—	—	—	—	—
2023	33	INTL RAW	Caribes de Anzoategui	—	32	30	6	0	0	0	2	3	0	0	0	200	250	200	450		222	9	6	213	31	—	—	—	—	—	—
2024	34	INTL MLE	Navegantes del Magallanes	—	31	26	10	0	0	0	4	2	1	0	0	385	484	385	868		417	6	13	—	—	—	—	—	—	—	—
2024	34	INTL RAW	Navegantes del Magallanes	—	31	26	10	0	0	0	4	2	1	0	0	385	484	385	868		417	6	13	406	161	—	—	—	—	—	—
2008	18	ROK MLE	VSL Pirates	—	210	187	31	10	0	1	19	33	2	5	0	166	250	235	485	70	189	16	9	225	38	—	—	—	—	—	—
2009	19	ROK MLE	GCL Pirates	—	237	218	51	13	1	2	16	39	1	3	3	234	292	330	622	96	269	16	7	277	74	—	—	—	—	—	—
2010	20	A MLE	West Virginia Power	—	372	354	89	12	4	1	14	55	1	3	4	251	285	316	601	65	285	15	4	259	61	—	—	—	—	—	—
2011	21	A+ MLE	2 teams	—	445	409	125	28	5	3	29	48	4	6	1	306	364	421	785	115	329	11	7	346	120	—	—	—	—	—	—
2012	22	AA MLE	2 teams	—	525	484	128	22	2	3	36	69	0	0	5	264	316	337	653	72	298	13	7	286	80	—	—	—	—	—	—
2013	23	AA MLE	3 teams	—	661	602	170	38	4	1	50	83	4	4	1	282	342	364	706	81	320	13	8	312	98	—	—	—	—	—	—
2014	24	AA MLE	2 teams	—	591	557	146	24	0	7	29	66	0	1	2	262	298	343	641	81	280	11	5	281	76	—	—	—	—	—	—
2015	25	AAA MLE	2 teams	—	381	359	103	14	0	3	19	58	0	1	1	287	326	351	677	64	329	15	5	296	86	—	—	—	—	—	—
2016	26	MLB MLE	3 teams	—	311	297	72	14	0	4	10	48	1	1	1	242	273	330	603	88	279	15	3	265	66	—	—	—	—	—	—
2017	27	AAA MLE	2 teams	—	335	314	55	13	1	6	15	70	3	1	1	175	221	280	501	105	206	21	4	226	39	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	215	201	53	11	0	4	8	35	1	1	1	264	295	378	673	114	297	16	4	294	58	-4	-0	-14	+12	+5	-0.1
/ 162G	—	A+C		—	650	608	160	33	0	12	24	106	3	3	3	263	294	377	671	113	297	16	4	294	58	-12	-1	-42	+37	+14	-0.3
Career	—	MLE		—	4548	4184	1080	203	18	36	278	607	22	25	19	258	308	341	649	83	292	13	6	254	58	-4	-0	-14	+12	+5	-0.1
/ 162G	—	MLE		—	650	598	155	29	3	5	40	87	3	4	3	259	309	343	652	84	293	13	6	254	58	-12	-1	-42	+37	+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 AAANew Orleans Baby Cakes · 216 PAwOBA .277 → .226 (−51)K% 15.7% → 20.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.74%	÷0.971	×1.290	—	—	20.91%
BB% (unintentional) /PA	6.48%	÷1.005	×0.710	—	×0.992	4.54%
HBP% /PA	1.39%	—	×0.980	—	×0.992	1.35%
Singles /BIP	16.46%	÷1.015	×0.900	×0.996	×0.992	14.42%
Doubles /BIP	6.10%	÷0.918	×0.810	×0.996	×0.992	5.31%
Triples /BIP	0.61%	÷0.977	×0.810	×0.996	×0.992	0.50%
Home runs /BIP	3.05%	÷0.928	×0.780	—	×0.992	2.54%

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 28 vs a level average of 27.2 → −0.8% on BB/HBP/hit rates (0.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.996.

Result: wOBA .277 → .226; ISO .136 → .111; BABIP .237 → .206. 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 AAALouisville Bats · 56 PAwOBA .243 → .240 (−3)K% 10.7% → 13.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	10.71%	÷0.984	×1.200	—	—	13.06%
BB% (unintentional) /PA	1.79%	÷0.978	×0.690	—	×1.003	1.26%
HBP% /PA	0.00%	—	×0.940	—	×1.003	0.00%
Singles /BIP	27.08%	÷0.952	×0.930	×1.043	×1.003	27.68%
Doubles /BIP	2.08%	÷1.053	×0.830	×1.043	×1.003	1.72%
Triples /BIP	0.00%	÷1.150	×0.970	×1.043	×1.003	0.00%
Home runs /BIP	0.00%	÷0.882	×0.840	—	×1.003	0.00%

Factors used: league row IL. Park (home-season share, regressed): HR 76, 1B 90, 2B 111, 3B 130, K 97, BB 96 — 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 ×1.043.

Result: wOBA .243 → .240; ISO .019 → .015; BABIP .286 → .288. 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 AAALouisville Bats · 351 PAwOBA .307 → .289 (−18)K% 12.5% → 15.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	12.54%	÷0.991	×1.200	—	—	15.18%
BB% (unintentional) /PA	7.69%	÷1.023	×0.690	—	×1.018	5.28%
HBP% /PA	0.00%	—	×0.940	—	×1.018	0.00%
Singles /BIP	27.84%	÷0.999	×0.930	×1.050	×1.018	27.70%
Doubles /BIP	5.13%	÷0.975	×0.830	×1.050	×1.018	4.66%
Triples /BIP	0.00%	÷0.922	×0.970	×1.050	×1.018	0.00%
Home runs /BIP	0.73%	÷1.009	×0.840	—	×1.018	0.62%

Factors used: league row IL. Park (home-season share, regressed): HR 102, 1B 100, 2B 95, 3B 84, K 98, BB 105 — 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 ×1.050.

Result: wOBA .307 → .289; ISO .063 → .057; BABIP .328 → .322. 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 AAAltoona Curve · 480 PAwOBA .305 → .281 (−24)K% 9.0% → 11.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	8.96%	÷0.986	×1.220	—	—	11.08%
BB% (unintentional) /PA	7.50%	÷1.078	×0.700	—	×0.998	4.86%
HBP% /PA	0.00%	—	×0.850	—	×0.998	0.00%
Singles /BIP	23.17%	÷1.017	×0.970	×1.045	×0.998	23.05%
Doubles /BIP	5.54%	÷1.020	×0.860	×1.045	×0.998	4.87%
Triples /BIP	0.00%	÷1.150	×0.950	×1.045	×0.998	0.00%
Home runs /BIP	1.51%	÷0.833	×0.780	—	×0.998	1.41%

Factors used: league row EL. Park (home-season share, regressed): HR 67, 1B 103, 2B 104, 3B 130, K 97, 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 ×1.045.

Result: wOBA .305 → .281; ISO .091 → .084; BABIP .289 → .280. 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 AAErie SeaWolves · 362 PAwOBA .350 → .334 (−15)K% 9.4% → 11.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	9.39%	÷1.004	×1.220	—	—	11.41%
BB% (unintentional) /PA	12.15%	÷1.034	×0.700	—	×1.012	8.33%
HBP% /PA	0.83%	—	×0.850	—	×1.012	0.71%
Singles /BIP	25.54%	÷0.998	×0.970	×1.050	×1.012	26.39%
Doubles /BIP	7.91%	÷0.965	×0.860	×1.050	×1.012	7.50%
Triples /BIP	0.72%	÷0.902	×0.950	×1.050	×1.012	0.81%
Home runs /BIP	0.00%	÷1.020	×0.780	—	×1.012	0.00%

Factors used: league row EL. Park (home-season share, regressed): HR 104, 1B 100, 2B 93, 3B 80, K 101, BB 107 — 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 .350 → .334; ISO .083 → .084; BABIP .338 → .343. 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 AAAToledo Mud Hens · 165 PAwOBA .286 → .265 (−21)K% 12.7% → 15.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	12.73%	÷1.011	×1.200	—	—	15.11%
BB% (unintentional) /PA	8.48%	÷1.041	×0.690	—	×1.048	5.89%
HBP% /PA	0.61%	—	×0.940	—	×1.048	0.60%
Singles /BIP	19.53%	÷1.016	×0.930	×1.050	×1.048	19.67%
Doubles /BIP	7.03%	÷0.994	×0.830	×1.050	×1.048	6.46%
Triples /BIP	0.78%	÷1.150	×0.970	×1.050	×1.048	0.73%
Home runs /BIP	0.78%	÷0.883	×0.840	—	×1.048	0.78%

Factors used: league row IL. Park (home-season share, regressed): HR 77, 1B 103, 2B 99, 3B 130, K 102, BB 108 — 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 .286 → .265; ISO .094 → .089; BABIP .276 → .271. 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 AAAltoona Curve · 428 PAwOBA .311 → .286 (−24)K% 10.5% → 13.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	10.51%	÷0.979	×1.220	—	—	13.10%
BB% (unintentional) /PA	8.88%	÷0.943	×0.700	—	×1.027	6.77%
HBP% /PA	0.00%	—	×0.850	—	×1.027	0.00%
Singles /BIP	23.30%	÷1.018	×0.970	×1.050	×1.027	23.94%
Doubles /BIP	6.49%	÷1.173	×0.860	×1.050	×1.027	5.13%
Triples /BIP	0.59%	÷1.026	×0.950	×1.050	×1.027	0.59%
Home runs /BIP	0.88%	÷1.042	×0.780	—	×1.027	0.68%

Factors used: league row EL. Park (home-season share, regressed): HR 108, 1B 104, 2B 135, 3B 105, K 96, BB 89 — applied at half strength. Age: age 23 vs a level average of 24.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.

Result: wOBA .311 → .286; ISO .091 → .075; BABIP .306 → .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).

2011 A+Bradenton Marauders · 379 PAwOBA .381 → .346 (−35)K% 7.7% → 10.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	7.65%	÷1.019	×1.420	—	—	10.66%
BB% (unintentional) /PA	8.97%	÷1.049	×0.750	—	×1.012	6.49%
HBP% /PA	1.06%	—	×0.930	—	×1.012	0.99%
Singles /BIP	26.85%	÷1.067	×0.920	×1.044	×1.012	24.44%
Doubles /BIP	8.39%	÷1.104	×0.960	×1.044	×1.012	7.70%
Triples /BIP	1.34%	÷0.900	×0.810	×1.044	×1.012	1.28%
Home runs /BIP	1.01%	÷1.114	×0.880	—	×1.012	0.80%

Factors used: league row FSL. Park (home-season share, regressed): HR 123, 1B 113, 2B 121, 3B 80, K 104, BB 110 — applied at half strength. Age: age 22 vs a level average of 22.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.044.

Result: wOBA .381 → .346; ISO .128 → .120; BABIP .361 → .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).

Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .