Rangel Ravelo

Pos1B

B/TR/R

Born1992-04-24

Age (2027)35

No MLB projection yet. Career stats below are historical.

Overview

INTLROOKIE

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR
2024	32	INTLVenezuela	177	.290/.412/.421	5	6	143	—
2025	33	INTLCardenales de…	107	.220/.336/.253	0	1	79	—
2026	34	INTLCardenales de…	43	.316/.366/.368	0	0	102	—

Contract

No contract data on file.

Skills · percentileMiLB Statcast 2023 AAA

Max EV92

K%88

BB%84

Whiff%82

Z-Con%79

Chase%62

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)
2010	18	ROK	Bristol White Sox	—	187	173	44	9	1	1	9	25	0	0	2	254	291	335	626	81	293	13	5	275	36	—	—	—	—	—	—
2011	19	A	Kannapolis Intimidators	—	174	161	51	9	0	0	12	19	1	0	1	317	368	373	740	56	359	11	7	337	80	—	—	—	—	—	—
2011	19	ROK	Bristol White Sox	—	78	73	28	7	1	0	2	12	2	2	0	384	416	507	922	123	452	15	3	405	96	—	—	—	—	—	—
2012	20	A	Kannapolis Intimidators	—	327	290	84	19	3	2	20	38	7	6	1	290	350	397	747	107	319	12	6	327	80	—	—	—	—	—	—
2013	21	A+	Winston-Salem Dash	—	347	301	94	27	2	4	40	46	2	4	1	312	397	455	852	143	354	13	12	377	98	—	—	—	—	—	—
2013	21	A	Kannapolis Intimidators	—	67	53	12	4	0	0	11	11	1	1	1	226	364	302	666	75	279	16	16	310	68	—	—	—	—	—	—
2014	22	AA	Birmingham Barons	—	551	476	147	37	4	11	56	77	9	10	6	309	392	473	865	164	343	14	10	378	114	—	—	—	—	—	—
2015	23	AAA	Nashville Sounds	—	112	101	28	5	1	1	7	22	1	0	0	277	330	376	707	99	338	20	6	310	72	—	—	—	—	—	—
2015	23	AA	Midland RockHounds	—	98	88	28	6	1	2	9	17	0	0	1	318	381	477	859	159	371	17	9	377	103	—	—	—	—	—	—
2015	23	ROK	AZL Athletics	—	36	25	9	3	1	0	7	3	3	1	0	360	528	560	1.088	200	409	8	19	474	127	—	—	—	—	—	—
2015	23	INTL	Cardenales de Lara	—	229	178	63	13	0	8	41	32	6	7	4	354	489	562	1.051	208	387	14	18	456	195	—	—	—	—	—	—
2016	24	AAA	Nashville Sounds	—	416	367	96	23	1	8	34	63	8	1	1	262	337	395	733	134	293	15	8	325	82	—	—	—	—	—	—
2016	24	INTL	Cardenales de Lara	—	222	180	54	8	0	6	32	20	6	5	1	300	422	444	866	144	304	9	14	386	147	—	—	—	—	—	—
2017	25	AAA	Memphis Redbirds	—	345	306	96	25	1	8	31	56	5	1	2	314	386	480	866	167	359	16	9	382	101	—	—	—	—	—	—
2017	25	INTL	Cardenales de Lara	—	162	141	56	11	0	4	11	12	6	0	0	397	462	560	1.022	163	403	7	7	442	185	—	—	—	—	—	—
2018	26	AAA	Memphis Redbirds	—	399	347	107	19	2	13	42	49	7	0	1	308	393	487	880	179	328	12	11	389	111	—	—	—	—	—	—
2018	26	INTL	Venezuela	—	184	155	49	9	0	4	25	10	2	0	0	316	415	452	867	135	317	5	14	388	149	—	—	—	—	—	—
2019	27	MLB	St. Louis Cardinals	—	43	39	8	2	0	2	3	12	0	0	0	205	262	410	672	205	231	28	7	289	86	-1	+0	+0	-9	+1	-0.8
2019	27	AAA	Memphis Redbirds	—	381	334	100	20	1	12	37	61	9	0	1	299	384	473	857	174	336	16	10	381	88	—	—	—	—	—	—
2019	27	INTL	Aguilas Cibaenas	—	63	48	13	1	0	1	13	9	2	0	0	271	444	354	799	83	316	14	21	379	142	—	—	—	—	—	—
2020	28	MLB	St. Louis Cardinals	—	41	35	6	1	0	1	4	6	0	0	0	171	256	286	542	114	167	15	10	238	50	-2	+0	-1	-2	+1	-0.4
2020	28	INTL	Dominican Republic	—	146	128	35	5	0	1	13	21	5	0	0	273	363	336	699	62	321	14	9	325	106	—	—	—	—	—	—
2021	29	AAA	Oklahoma City Dodgers	—	113	91	37	8	0	8	17	11	3	0	0	407	514	758	1.272	352	392	10	15	531	197	—	—	—	—	—	—
2022	30	INTL	Cardenales de Lara	—	136	111	36	7	1	4	22	21	2	1	0	324	444	514	958	189	368	15	16	423	172	—	—	—	—	—	—
2023	31	AAA	El Paso Chihuahuas	—	258	203	63	9	0	8	42	36	5	0	0	310	438	473	911	163	331	14	16	398	117	—	—	—	—	—	—
2023	31	INTL	Cardenales de Lara	—	24	21	7	4	0	0	2	4	1	1	0	333	417	524	940	190	412	17	8	416	168	—	—	—	—	—	—
2024	32	INTL	Venezuela	—	177	145	42	4	0	5	26	19	5	6	0	290	412	421	833	131	306	11	15	380	143	—	—	—	—	—	—
2025	33	INTL	Cardenales de Lara	—	107	91	20	3	0	0	13	18	3	1	0	220	336	253	589	33	274	17	12	285	79	—	—	—	—	—	—
2026	34	INTL	Cardenales de Lara	—	43	38	12	2	0	0	3	8	0	0	0	316	366	368	734	53	375	19	7	319	102	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	84	74	14	3	0	3	7	18	0	0	0	189	259	351	611	162	196	21	8	265	65	-3	+0	-0	-11	+2	-1.3
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2010	18	ROK MLE	Bristol White Sox	—	187	176	38	7	1	1	6	36	0	0	2	216	242	284	526	68	256	19	3	222	36	—	—	—	—	—	—
2011	19	A MLE	Kannapolis Intimidators	—	174	165	46	8	0	0	8	24	1	0	1	279	316	327	643	48	329	14	5	286	80	—	—	—	—	—	—
2011	19	ROK MLE	Bristol White Sox	—	78	74	22	5	1	0	1	17	2	2	0	297	325	392	717	95	375	22	1	310	96	—	—	—	—	—	—
2012	20	A MLE	Kannapolis Intimidators	—	327	299	79	17	3	2	11	51	7	6	1	264	306	361	667	97	289	16	3	286	80	—	—	—	—	—	—
2013	21	A+ MLE	Winston-Salem Dash	—	347	316	85	22	1	3	25	66	2	4	1	269	327	373	700	104	326	19	7	313	98	—	—	—	—	—	—
2013	21	A MLE	Kannapolis Intimidators	—	67	57	12	4	0	0	8	14	1	1	1	211	318	281	599	70	261	21	12	268	68	—	—	—	—	—	—
2014	22	AA MLE	Birmingham Barons	—	551	495	141	39	3	10	37	99	9	10	6	285	346	436	782	152	323	18	7	337	114	—	—	—	—	—	—
2015	23	AAA MLE	Nashville Sounds	—	112	103	26	4	1	1	5	27	1	0	0	252	294	340	633	87	313	24	4	274	72	—	—	—	—	—	—
2015	23	AA MLE	Midland RockHounds	—	98	91	27	5	1	2	6	22	0	0	1	297	340	440	780	143	352	22	6	320	103	—	—	—	—	—	—
2015	23	ROK MLE	AZL Athletics	—	36	29	8	2	1	0	4	4	3	1	0	276	417	414	830	138	306	11	11	356	127	—	—	—	—	—	—
2016	24	AAA MLE	Nashville Sounds	—	416	378	91	22	1	8	23	81	8	1	1	241	298	368	666	127	276	19	6	290	82	—	—	—	—	—	—
2017	25	AAA MLE	Memphis Redbirds	—	345	315	84	20	1	6	22	71	5	1	2	267	325	394	718	127	322	21	6	318	101	—	—	—	—	—	—
2018	26	AAA MLE	Memphis Redbirds	—	399	358	97	16	2	11	32	65	7	0	1	271	343	419	762	148	299	16	8	332	111	—	—	—	—	—	—
2019	27	MLB MLE	St. Louis Cardinals	—	43	39	8	2	0	2	3	12	0	0	0	205	262	410	672	205	231	28	7	295	86	-1	+0	+0	-9	+1	-0.8
2019	27	AAA MLE	Memphis Redbirds	—	381	346	83	17	1	9	25	80	9	0	1	240	308	373	681	133	281	21	7	298	88	—	—	—	—	—	—
2020	28	MLB MLE	St. Louis Cardinals	—	41	35	6	1	0	1	4	6	0	0	0	171	256	286	542	114	167	15	10	243	50	-2	+0	-1	-2	+1	-0.4
2021	29	AAA MLE	Oklahoma City Dodgers	—	113	97	36	8	0	6	11	13	3	0	0	371	450	639	1.090	268	370	12	10	459	197	—	—	—	—	—	—
2023	31	AAA MLE	El Paso Chihuahuas	—	258	217	61	8	0	6	29	44	5	0	0	281	378	401	779	120	302	17	11	341	117	—	—	—	—	—	—
2010	18	ROK MLE	Bristol White Sox	—	187	176	38	7	1	1	6	36	0	0	2	216	242	284	526	68	266	19	3	222	36	—	—	—	—	—	—
2010	18	ROK RAW	Bristol White Sox	—	187	173	44	9	1	1	9	25	0	0	2	254	291	335	626	81	293	13	5	275	36	—	—	—	—	—	—
2011	19	A MLE	2 teams	—	252	239	69	13	1	0	9	41	3	2	1	289	323	351	674	63	347	16	4	293	85	—	—	—	—	—	—
2011	19	A RAW	2 teams	—	252	234	79	16	1	0	14	31	3	2	1	338	382	415	797	77	387	12	6	358	85	—	—	—	—	—	—
2012	20	A MLE	Kannapolis Intimidators	—	327	299	79	17	3	2	11	51	7	6	1	264	306	361	667	97	304	16	3	286	80	—	—	—	—	—	—
2012	20	A RAW	Kannapolis Intimidators	—	327	290	84	19	3	2	20	38	7	6	1	290	350	397	747	107	319	12	6	327	80	—	—	—	—	—	—
2013	21	A+ MLE	2 teams	—	414	373	97	26	1	3	33	81	3	5	2	260	325	359	684	99	321	20	8	306	93	—	—	—	—	—	—
2013	21	A+ RAW	2 teams	—	414	354	106	31	2	4	51	57	3	5	2	299	391	432	823	133	343	14	12	366	93	—	—	—	—	—	—
2014	22	AA MLE	Birmingham Barons	—	551	495	141	39	3	10	37	99	9	10	6	285	346	436	782	152	332	18	7	337	114	—	—	—	—	—	—
2014	22	AA RAW	Birmingham Barons	—	551	476	147	37	4	11	56	77	9	10	6	309	392	473	865	164	343	14	10	378	114	—	—	—	—	—	—
2015	23	INTL MLE	4 teams	—	475	429	115	21	5	5	28	104	10	8	5	268	328	375	703	107	336	22	6	304	92	—	—	—	—	—	—
2015	23	INTL RAW	4 teams	—	475	392	128	27	3	11	64	74	10	8	5	327	433	495	927	168	373	16	13	407	92	—	—	—	—	—	—
2016	24	AAA MLE	2 teams	—	638	578	139	34	1	12	35	124	14	6	2	240	300	365	665	125	282	19	5	290	82	—	—	—	—	—	—
2016	24	AAA RAW	2 teams	—	638	547	150	31	1	14	66	83	14	6	2	274	367	411	778	137	297	13	10	346	82	—	—	—	—	—	—
2017	25	AAA MLE	2 teams	—	507	457	125	30	1	10	32	105	11	1	2	274	336	409	745	136	330	21	6	318	101	—	—	—	—	—	—
2017	25	AAA RAW	2 teams	—	507	447	152	36	1	12	42	68	11	1	2	340	410	506	916	166	374	13	8	401	101	—	—	—	—	—	—
2018	26	AAA MLE	2 teams	—	583	525	141	24	2	16	46	94	9	0	1	269	338	413	751	145	299	16	8	332	111	—	—	—	—	—	—
2018	26	AAA RAW	2 teams	—	583	502	156	28	2	17	67	59	9	0	1	311	400	476	876	165	324	10	11	389	111	—	—	—	—	—	—
2019	27	AAA MLE	3 teams	—	487	442	103	21	1	13	32	106	11	0	1	233	301	373	674	140	277	22	7	298	88	—	—	—	—	—	—
2019	27	AAA RAW	3 teams	—	487	421	121	23	1	15	53	82	11	0	1	287	381	454	835	166	325	17	11	373	88	—	—	—	—	—	—
2020	28	INTL MLE	2 teams	—	187	162	27	4	0	5	18	27	5	0	0	167	270	284	554	117	167	14	10	243	50	—	—	—	—	—	—
2020	28	INTL RAW	2 teams	—	187	163	41	6	0	2	17	27	5	0	0	252	341	325	666	74	287	14	9	306	50	—	—	—	—	—	—
2021	29	AAA MLE	Oklahoma City Dodgers	—	113	97	36	8	0	6	11	13	3	0	0	371	450	639	1.090	268	375	12	10	459	197	—	—	—	—	—	—
2021	29	AAA RAW	Oklahoma City Dodgers	—	113	91	37	8	0	8	17	11	3	0	0	407	514	758	1.272	352	392	10	15	531	197	—	—	—	—	—	—
2022	30	INTL MLE	Cardenales de Lara	—	136	111	36	7	1	4	22	21	2	1	0	324	444	514	958	189	368	15	16	—	—	—	—	—	—	—	—
2022	30	INTL RAW	Cardenales de Lara	—	136	111	36	7	1	4	22	21	2	1	0	324	444	514	958	189	368	15	16	423	172	—	—	—	—	—	—
2023	31	AAA MLE	2 teams	—	282	237	66	9	0	6	32	48	6	1	0	278	378	392	771	114	316	17	11	341	117	—	—	—	—	—	—
2023	31	AAA RAW	2 teams	—	282	224	70	13	0	8	44	40	6	1	0	312	436	478	914	165	339	14	16	400	117	—	—	—	—	—	—
2024	32	INTL MLE	Venezuela	—	177	145	42	4	0	5	26	19	5	6	0	290	412	421	833	131	306	11	15	—	—	—	—	—	—	—	—
2024	32	INTL RAW	Venezuela	—	177	145	42	4	0	5	26	19	5	6	0	290	412	421	833	131	306	11	15	380	143	—	—	—	—	—	—
2025	33	INTL MLE	Cardenales de Lara	—	107	91	20	3	0	0	13	18	3	1	0	220	336	253	589	33	274	17	12	—	—	—	—	—	—	—	—
2025	33	INTL RAW	Cardenales de Lara	—	107	91	20	3	0	0	13	18	3	1	0	220	336	253	589	33	274	17	12	285	79	—	—	—	—	—	—
2026	34	INTL MLE	Cardenales de Lara	—	43	38	12	2	0	0	3	8	0	0	0	316	366	368	734	53	375	19	7	—	—	—	—	—	—	—	—
2026	34	INTL RAW	Cardenales de Lara	—	43	38	12	2	0	0	3	8	0	0	0	316	366	368	734	53	375	19	7	319	102	—	—	—	—	—	—
2010	18	ROK MLE	Bristol White Sox	—	187	179	38	7	1	1	6	36	0	0	2	212	242	279	521	67	256	19	3	222	36	—	—	—	—	—	—
2011	19	A MLE	2 teams	—	252	238	69	13	1	0	9	41	3	2	1	290	323	353	676	63	343	16	4	293	85	—	—	—	—	—	—
2012	20	A MLE	Kannapolis Intimidators	—	327	306	79	17	3	2	11	51	7	6	1	258	306	353	659	95	289	16	3	286	80	—	—	—	—	—	—
2013	21	A+ MLE	2 teams	—	414	375	97	26	1	3	33	81	3	5	2	259	325	357	683	99	315	20	8	306	93	—	—	—	—	—	—
2014	22	AA MLE	Birmingham Barons	—	551	500	141	39	3	10	37	99	9	10	6	282	346	432	778	150	323	18	7	337	114	—	—	—	—	—	—
2015	23	INTL MLE	4 teams	—	475	434	115	21	5	5	28	104	10	8	5	265	328	371	699	106	328	22	6	304	92	—	—	—	—	—	—
2016	24	AAA MLE	2 teams	—	638	584	139	34	1	12	35	124	14	6	2	238	300	361	661	123	276	19	5	290	82	—	—	—	—	—	—
2017	25	AAA MLE	2 teams	—	507	459	125	30	1	10	32	105	11	1	2	272	336	407	743	135	322	21	6	318	101	—	—	—	—	—	—
2018	26	AAA MLE	2 teams	—	583	523	141	24	2	16	46	94	9	0	1	270	338	415	753	145	299	16	8	332	111	—	—	—	—	—	—
2019	27	AAA MLE	3 teams	—	487	441	103	21	1	13	32	106	11	0	1	234	301	374	675	141	276	22	7	298	88	—	—	—	—	—	—
2020	28	INTL MLE	2 teams	—	187	162	27	4	0	5	18	27	5	0	0	167	270	284	554	117	167	14	10	243	50	—	—	—	—	—	—
2021	29	AAA MLE	Oklahoma City Dodgers	—	113	98	36	8	0	6	11	13	3	0	0	367	450	633	1.083	265	370	12	10	459	197	—	—	—	—	—	—
2023	31	AAA MLE	2 teams	—	282	242	66	9	0	6	32	48	6	1	0	273	378	384	762	112	302	17	11	341	117	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	84	74	14	3	0	3	7	18	0	0	0	189	259	351	611	162	196	21	8	265	77	-3	+0	-0	-11	+2	-1.3
/ 162G	—	A+C		—	650	573	108	23	0	23	54	139	0	0	0	188	258	349	607	161	196	21	8	265	77	-27	+0	-3	-83	+14	-10.0
Career	—	MLE		—	5466	4894	1286	269	20	98	394	995	101	47	23	263	330	386	716	123	308	18	7	282	77	-3	+0	-0	-11	+2	-1.3
/ 162G	—	MLE		—	650	582	153	32	2	12	47	118	12	6	3	263	331	387	717	124	307	18	7	282	77	-27	+0	-3	-83	+14	-10.0

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.

2023 AAAEl Paso Chihuahuas · 258 PAwOBA .400 → .341 (−59)K% 14.0% → 17.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.95%	÷0.985	×1.200	—	—	17.01%
BB% (unintentional) /PA	16.28%	÷0.963	×0.690	—	×0.962	11.22%
HBP% /PA	1.94%	—	×0.940	—	×0.962	1.75%
Singles /BIP	27.54%	÷0.958	×0.930	×1.009	×0.962	25.95%
Doubles /BIP	5.39%	÷0.975	×0.830	×1.009	×0.962	4.45%
Triples /BIP	0.00%	÷1.150	×0.970	×1.009	×0.962	0.00%
Home runs /BIP	4.79%	÷1.052	×0.700	—	×0.962	3.07%

Factors used: league row International League. Park (home-season share, regressed): HR 110, 1B 92, 2B 95, 3B 130, K 97, BB 93 — 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 ×1.009.

Result: wOBA .400 → .341; ISO .163 → .121; BABIP .331 → .302. 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).

2021 AAAOklahoma City Dodgers · 113 PAwOBA .526 → .459 (−67)K% 9.7% → 11.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	9.73%	÷0.994	×1.200	—	—	11.75%
BB% (unintentional) /PA	15.04%	÷1.015	×0.690	—	×0.982	10.05%
HBP% /PA	2.65%	—	×0.940	—	×0.982	2.45%
Singles /BIP	26.25%	÷0.958	×0.930	×1.050	×0.982	26.27%
Doubles /BIP	10.00%	÷0.941	×0.830	×1.050	×0.982	9.10%
Triples /BIP	0.00%	÷0.900	×0.920	×1.050	×0.982	0.00%
Home runs /BIP	10.00%	÷1.016	×0.700	—	×0.982	6.77%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 103, 1B 92, 2B 88, 3B 80, K 99, BB 103 — 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 ×1.050.

Result: wOBA .526 → .459; ISO .352 → .277; BABIP .392 → .370. 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).

2019 AAAMemphis Redbirds · 381 PAwOBA .372 → .298 (−73)K% 16.0% → 21.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.01%	÷0.986	×1.290	—	—	20.95%
BB% (unintentional) /PA	9.45%	÷1.035	×0.710	—	×1.003	6.50%
HBP% /PA	2.36%	—	×0.980	—	×1.003	2.32%
Singles /BIP	24.54%	÷1.014	×0.900	×0.950	×1.003	20.76%
Doubles /BIP	7.33%	÷0.917	×0.810	×0.950	×1.003	6.17%
Triples /BIP	0.37%	÷0.900	×0.810	×0.950	×1.003	0.31%
Home runs /BIP	4.40%	÷0.982	×0.780	—	×1.003	3.50%

Factors used: league row PCL. Park (home-season share, regressed): HR 96, 1B 103, 2B 83, 3B 80, K 97, BB 107 — 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 ×0.950.

Result: wOBA .372 → .298; ISO .174 → .139; BABIP .336 → .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).

2018 AAAMemphis Redbirds · 399 PAwOBA .381 → .332 (−49)K% 12.3% → 16.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	12.28%	÷0.975	×1.290	—	—	16.25%
BB% (unintentional) /PA	10.53%	÷0.960	×0.710	—	×1.018	7.92%
HBP% /PA	1.75%	—	×0.980	—	×1.018	1.75%
Singles /BIP	24.50%	÷0.984	×0.900	×1.003	×1.018	22.86%
Doubles /BIP	6.38%	÷0.957	×0.810	×1.003	×1.018	5.51%
Triples /BIP	0.67%	÷0.984	×0.810	×1.003	×1.018	0.56%
Home runs /BIP	4.36%	÷0.909	×0.780	—	×1.018	3.81%

Factors used: league row PCL. Park (home-season share, regressed): HR 82, 1B 97, 2B 91, 3B 97, K 95, BB 92 — 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 ×1.003.

Result: wOBA .381 → .332; ISO .179 → .154; BABIP .328 → .299. 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 AAAMemphis Redbirds · 345 PAwOBA .374 → .318 (−56)K% 16.2% → 20.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.23%	÷1.010	×1.290	—	—	20.74%
BB% (unintentional) /PA	8.70%	÷0.997	×0.710	—	×1.033	6.40%
HBP% /PA	1.45%	—	×0.980	—	×1.033	1.47%
Singles /BIP	24.80%	÷1.001	×0.900	×1.006	×1.033	23.17%
Doubles /BIP	10.00%	÷1.021	×0.810	×1.006	×1.033	8.24%
Triples /BIP	0.40%	÷1.135	×0.810	×1.006	×1.033	0.30%
Home runs /BIP	3.20%	÷0.980	×0.780	—	×1.033	2.63%

Factors used: league row PCL. Park (home-season share, regressed): HR 96, 1B 100, 2B 104, 3B 127, K 102, BB 99 — 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 ×1.006.

Result: wOBA .374 → .318; ISO .167 → .135; BABIP .359 → .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).

2016 AAANashville Sounds · 416 PAwOBA .316 → .290 (−26)K% 15.1% → 19.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.14%	÷1.004	×1.290	—	—	19.45%
BB% (unintentional) /PA	7.21%	÷0.979	×0.710	—	×1.048	5.48%
HBP% /PA	1.92%	—	×0.980	—	×1.048	1.98%
Singles /BIP	21.05%	÷1.035	×0.900	×1.023	×1.048	19.63%
Doubles /BIP	7.57%	÷0.898	×0.810	×1.023	×1.048	7.31%
Triples /BIP	0.33%	÷1.015	×0.810	×1.023	×1.048	0.28%
Home runs /BIP	2.63%	÷0.856	×0.780	—	×1.048	2.51%

Factors used: league row PCL. Park (home-season share, regressed): HR 71, 1B 107, 2B 80, 3B 103, K 101, BB 96 — 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 ×1.023.

Result: wOBA .316 → .290; ISO .134 → .128; BABIP .293 → .276. 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 AAANashville Sounds · 112 PAwOBA .308 → .274 (−34)K% 19.6% → 24.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.64%	÷1.034	×1.290	—	—	24.50%
BB% (unintentional) /PA	6.25%	÷1.018	×0.710	—	×1.050	4.58%
HBP% /PA	0.89%	—	×0.980	—	×1.050	0.92%
Singles /BIP	26.58%	÷0.953	×0.900	×0.975	×1.050	25.68%
Doubles /BIP	6.33%	÷1.063	×0.810	×0.975	×1.050	4.94%
Triples /BIP	1.27%	÷0.952	×0.810	×0.975	×1.050	1.10%
Home runs /BIP	1.27%	÷0.843	×0.780	—	×1.050	1.23%

Factors used: league row PCL. Park (home-season share, regressed): HR 69, 1B 91, 2B 113, 3B 90, K 107, BB 104 — applied at half strength. Age: age 23 vs a level average of 27.2 → +5.0% on BB/HBP/hit rates (4.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.975.

Result: wOBA .308 → .274; ISO .099 → .084; BABIP .338 → .313. 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 AAMidland RockHounds · 98 PAwOBA .371 → .320 (−50)K% 17.3% → 22.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	17.35%	÷0.928	×1.220	—	—	22.82%
BB% (unintentional) /PA	9.18%	÷1.106	×0.700	—	×1.027	5.97%
HBP% /PA	0.00%	—	×0.870	—	×1.027	0.00%
Singles /BIP	26.76%	÷0.990	×0.920	×1.050	×1.027	26.83%
Doubles /BIP	8.45%	÷1.125	×0.840	×1.050	×1.027	6.80%
Triples /BIP	1.41%	÷1.150	×0.940	×1.050	×1.027	1.24%
Home runs /BIP	2.82%	÷0.982	×0.800	—	×1.027	2.36%

Factors used: league row TL. Park (home-season share, regressed): HR 96, 1B 98, 2B 125, 3B 130, K 86, BB 121 — 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 .371 → .320; ISO .159 → .130; BABIP .371 → .352. 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 — .