Yairo Muñoz

Pos3B

B/TR/R

Born1995-01-23

Age (2027)32

No MLB projection yet. Career stats below are historical.

Overview

INTL

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR
2024	29	INTLToros del Este	132	.254/.300/.287	0	6	67	—
2025	30	INTLToros del Este	160	.280/.335/.427	2	5	109	—
2026	31	INTLToros del Este	27	.346/.370/.423	0	0	127	—

Contract

No contract data on file.

Skills · percentileMiLB Statcast 2023 AAA

K%62

Max EV48

BB%48

Whiff%30

Z-Con%26

Speed24

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)
2012	17	ROK	DSL Athletics	—	119	105	24	7	3	0	10	23	1	4	3	229	302	352	654	124	286	19	8	288	17	—	—	—	—	—	—
2013	18	ROK	AZL Athletics	—	77	67	13	3	0	1	7	11	2	1	0	194	289	284	573	90	214	14	9	265	24	—	—	—	—	—	—
2015	20	A+	Stockton Ports	—	165	150	48	12	0	4	11	20	2	1	1	320	374	480	854	160	346	12	7	375	98	—	—	—	—	—	—
2015	20	A	Beloit Snappers	—	400	369	87	14	3	9	22	62	2	10	2	236	282	363	646	127	257	16	6	284	49	—	—	—	—	—	—
2016	21	AA	Midland RockHounds	—	414	387	93	16	3	9	23	76	2	6	7	240	286	367	653	127	278	18	6	291	50	—	—	—	—	—	—
2016	21	INTL	Mesa Solar Sox	—	80	74	20	3	2	0	5	17	0	3	0	270	316	365	681	95	345	21	6	302	90	—	—	—	—	—	—
2017	22	AAA	Nashville Sounds	—	272	256	74	9	1	7	11	46	1	10	4	289	321	414	735	125	324	17	4	323	85	—	—	—	—	—	—
2017	22	AA	Midland RockHounds	—	207	190	60	17	3	6	10	35	1	12	1	316	350	532	881	216	355	17	5	375	107	—	—	—	—	—	—
2017	22	INTL	Toros del Este	—	17	15	2	0	0	0	2	5	0	1	0	133	235	133	369		200	29	12	189	14	—	—	—	—	—	—
2018	23	MLB	St. Louis Cardinals	—	329	293	81	16	0	8	30	71	4	5	6	276	352	413	765	137	338	22	9	342	109	+4	-1	-12	+5	+7	0.2
2018	23	AAA	Memphis Redbirds	—	100	94	27	3	1	3	5	18	1	1	0	287	330	436	766	149	329	18	5	340	78	—	—	—	—	—	—
2019	24	MLB	St. Louis Cardinals	—	181	172	46	7	1	2	7	37	1	8	3	267	300	355	655	87	328	20	4	293	84	-3	+0	-1	+1	+4	0.1
2020	25	MLB	Boston Red Sox	—	45	45	15	5	0	1	0	11	0	2	0	333	333	511	844	178	424	24	0	370	125	+1	+0	-0	-0	+1	0.2
2021	26	AAA	Worcester Red Sox	—	374	351	108	16	4	8	17	53	2	18	5	308	343	444	788	137	341	14	5	346	89	—	—	—	—	—	—
2021	26	INTL	Aguilas Cibaenas	—	37	33	6	0	0	0	2	3	1	1	0	182	250	182	432		200	8	5	204	24	—	—	—	—	—	—
2022	27	MLB	Philadelphia Phillies	—	60	57	12	2	0	3	3	10	0	1	0	211	250	404	654	193	205	17	5	287	76	-2	+0	-2	+2	+1	-0.0
2022	27	AAA	Lehigh Valley IronPigs	—	292	277	86	15	1	6	9	48	3	13	3	310	339	437	776	126	357	16	3	342	80	—	—	—	—	—	—
2022	27	INTL	Aguilas Cibaenas	—	106	97	31	6	1	0	7	14	1	9	1	320	371	402	773	82	373	13	7	346	120	—	—	—	—	—	—
2023	28	AAA	Reno Aces	—	54	46	14	4	0	0	6	11	1	0	0	304	396	391	788	87	389	20	11	354	80	—	—	—	—	—	—
2023	28	INTL	Aguilas Cibaenas	—	178	163	49	10	1	2	11	18	2	4	2	301	352	411	763	110	324	10	6	339	116	—	—	—	—	—	—
2024	29	INTL	Toros del Este	—	132	122	31	4	0	0	6	22	2	6	3	254	300	287	587	33	304	17	5	267	67	—	—	—	—	—	—
2025	30	INTL	Toros del Este	—	160	143	40	15	0	2	11	24	1	5	0	280	335	427	762	147	317	15	7	329	109	—	—	—	—	—	—
2026	31	INTL	Toros del Este	—	27	26	9	2	0	0	1	7	0	0	0	346	370	423	793	77	474	26	4	356	127	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	615	567	154	30	1	14	40	129	5	16	9	272	325	402	727	131	328	21	7	324	106	+4	-0	-15	+6	+13	0.9
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2012	17	ROK MLE	DSL Athletics	—	119	108	16	4	2	0	7	28	1	4	3	148	207	222	429	74	192	24	6	194	17	—	—	—	—	—	—
2013	18	ROK MLE	AZL Athletics	—	77	70	11	2	0	1	4	16	2	1	0	157	224	229	452	71	182	21	5	203	24	—	—	—	—	—	—
2015	20	A+ MLE	Stockton Ports	—	165	153	44	10	0	2	8	25	2	1	1	288	331	392	723	105	321	15	5	313	98	—	—	—	—	—	—
2015	20	A MLE	Beloit Snappers	—	400	374	78	12	3	7	17	86	2	10	2	209	247	313	560	104	240	22	4	240	49	—	—	—	—	—	—
2016	21	AA MLE	Midland RockHounds	—	414	395	84	13	3	7	16	101	2	6	7	213	247	314	561	101	264	24	4	242	50	—	—	—	—	—	—
2017	22	AAA MLE	Nashville Sounds	—	272	259	70	8	1	6	8	59	1	10	4	270	295	378	673	108	318	22	3	294	85	—	—	—	—	—	—
2017	22	AA MLE	Midland RockHounds	—	207	195	53	15	3	6	7	46	1	12	1	272	300	472	772	200	313	22	3	326	107	—	—	—	—	—	—
2018	23	MLB MLE	St. Louis Cardinals	—	329	300	81	15	0	9	23	71	4	5	6	270	330	410	740	140	338	22	7	330	109	+4	-1	-12	+5	+7	0.2
2018	23	AAA MLE	Memphis Redbirds	—	100	95	24	2	1	3	4	24	1	1	0	253	290	389	679	137	306	24	4	284	78	—	—	—	—	—	—
2019	24	MLB MLE	St. Louis Cardinals	—	181	172	46	7	1	2	7	37	1	8	3	267	300	355	655	87	328	20	4	293	84	-3	+0	-1	+1	+4	0.1
2020	25	MLB MLE	Boston Red Sox	—	45	45	14	4	0	1	0	11	0	2	0	311	311	467	778	156	424	24	0	353	125	+1	+0	-0	-0	+1	0.2
2021	26	AAA MLE	Worcester Red Sox	—	374	356	101	14	4	4	12	62	2	18	5	284	311	379	690	96	327	17	3	300	89	—	—	—	—	—	—
2022	27	MLB MLE	Philadelphia Phillies	—	60	57	12	2	0	3	3	10	0	1	0	211	250	404	654	193	205	17	5	281	76	-2	+0	-2	+2	+1	-0.0
2022	27	AAA MLE	Lehigh Valley IronPigs	—	292	280	77	12	1	4	6	59	3	13	3	275	298	368	665	93	330	20	2	287	80	—	—	—	—	—	—
2023	28	AAA MLE	Reno Aces	—	54	48	12	3	0	0	4	14	1	0	0	250	321	312	633	62	336	26	7	287	80	—	—	—	—	—	—
2012	17	ROK MLE	DSL Athletics	—	119	108	16	4	2	0	7	28	1	4	3	148	207	222	429	74	195	24	6	194	17	—	—	—	—	—	—
2012	17	ROK RAW	DSL Athletics	—	119	105	24	7	3	0	10	23	1	4	3	229	302	352	654	124	286	19	8	288	17	—	—	—	—	—	—
2013	18	ROK MLE	AZL Athletics	—	77	70	11	2	0	1	4	16	2	1	0	157	224	229	452	71	185	21	5	203	24	—	—	—	—	—	—
2013	18	ROK RAW	AZL Athletics	—	77	67	13	3	0	1	7	11	2	1	0	194	289	284	573	90	214	14	9	265	24	—	—	—	—	—	—
2015	20	A MLE	2 teams	—	565	527	121	21	3	9	25	111	4	11	3	230	270	332	602	102	271	20	4	261	63	—	—	—	—	—	—
2015	20	A RAW	2 teams	—	565	519	135	26	3	13	33	82	4	11	3	260	309	397	706	137	283	15	6	310	63	—	—	—	—	—	—
2016	21	AA MLE	2 teams	—	494	471	99	15	3	9	19	121	2	9	7	210	244	312	556	102	263	24	4	242	50	—	—	—	—	—	—
2016	21	AA RAW	2 teams	—	494	461	113	19	5	9	28	93	2	9	7	245	291	367	657	121	289	19	6	293	50	—	—	—	—	—	—
2017	22	AAA MLE	3 teams	—	496	471	128	24	4	13	15	109	2	23	5	272	297	423	720	151	323	22	3	308	94	—	—	—	—	—	—
2017	22	AAA RAW	3 teams	—	496	461	136	26	4	13	23	86	2	23	5	295	330	453	783	158	333	17	5	340	94	—	—	—	—	—	—
2018	23	MLB MLE	2 teams	—	429	395	105	18	1	11	27	95	5	6	6	266	321	400	721	134	323	22	6	319	102	+1	-1	-12	+5	+9	0.2
2018	23	MLB RAW	2 teams	—	429	387	108	19	1	11	35	89	5	6	6	279	347	419	765	140	336	21	8	342	102	+1	-1	-12	+5	+9	0.2
2019	24	MLB MLE	St. Louis Cardinals	—	181	172	46	7	1	2	7	37	1	8	3	267	300	355	655	87	328	20	4	293	84	-3	+0	-1	+1	+4	0.1
2019	24	MLB RAW	St. Louis Cardinals	—	181	172	46	7	1	2	7	37	1	8	3	267	300	355	655	87	328	20	4	293	84	-3	+0	-1	+1	+4	0.1
2020	25	MLB MLE	Boston Red Sox	—	45	45	14	4	0	1	0	11	0	2	0	311	311	467	778	156	394	24	0	353	125	+1	+0	-0	-0	+1	0.2
2020	25	MLB RAW	Boston Red Sox	—	45	45	15	5	0	1	0	11	0	2	0	333	333	511	844	178	424	24	0	370	125	+1	+0	-0	-0	+1	0.2
2021	26	AAA MLE	2 teams	—	411	390	111	15	4	5	13	69	3	19	5	285	313	382	695	97	332	17	3	300	89	—	—	—	—	—	—
2021	26	AAA RAW	2 teams	—	411	384	114	16	4	8	19	56	3	19	5	297	335	422	757	125	328	14	5	333	89	—	—	—	—	—	—
2022	27	AAA MLE	3 teams	—	458	438	115	19	1	9	12	90	4	23	4	263	289	372	661	110	312	20	3	286	80	—	—	—	—	—	—
2022	27	AAA RAW	3 teams	—	458	431	129	23	2	9	19	72	4	23	4	299	335	425	759	125	342	16	4	336	80	—	—	—	—	—	—
2023	28	INTL MLE	2 teams	—	232	210	53	14	0	0	16	60	3	4	2	252	314	319	633	67	346	26	7	287	80	—	—	—	—	—	—
2023	28	INTL RAW	2 teams	—	232	209	63	14	1	2	17	29	3	4	2	301	362	407	769	105	337	12	7	342	80	—	—	—	—	—	—
2024	29	INTL MLE	Toros del Este	—	132	122	31	4	0	0	6	22	2	6	3	254	300	287	587	33	304	17	5	—	—	—	—	—	—	—	—
2024	29	INTL RAW	Toros del Este	—	132	122	31	4	0	0	6	22	2	6	3	254	300	287	587	33	304	17	5	267	67	—	—	—	—	—	—
2025	30	INTL MLE	Toros del Este	—	160	143	40	15	0	2	11	24	1	5	0	280	335	427	762	147	317	15	7	—	—	—	—	—	—	—	—
2025	30	INTL RAW	Toros del Este	—	160	143	40	15	0	2	11	24	1	5	0	280	335	427	762	147	317	15	7	329	109	—	—	—	—	—	—
2026	31	INTL MLE	Toros del Este	—	27	26	9	2	0	0	1	7	0	0	0	346	370	423	793	77	474	26	4	—	—	—	—	—	—	—	—
2026	31	INTL RAW	Toros del Este	—	27	26	9	2	0	0	1	7	0	0	0	346	370	423	793	77	474	26	4	356	127	—	—	—	—	—	—
2012	17	ROK MLE	DSL Athletics	—	119	110	16	4	2	0	7	28	1	4	3	145	207	218	425	73	192	24	6	194	17	—	—	—	—	—	—
2013	18	ROK MLE	AZL Athletics	—	77	71	11	2	0	1	4	16	2	1	0	155	224	225	449	70	182	21	5	203	24	—	—	—	—	—	—
2015	20	A MLE	2 teams	—	565	531	121	21	3	9	25	111	4	11	3	228	270	330	599	102	264	20	4	261	63	—	—	—	—	—	—
2016	21	AA MLE	2 teams	—	494	470	99	15	3	9	19	121	2	9	7	211	244	313	557	102	264	24	4	242	50	—	—	—	—	—	—
2017	22	AAA MLE	3 teams	—	496	476	128	24	4	13	15	109	2	23	5	269	297	418	715	149	316	22	3	308	94	—	—	—	—	—	—
2018	23	MLB MLE	2 teams	—	429	394	105	18	1	11	27	95	5	6	6	266	321	401	722	135	331	22	6	319	102	—	—	—	—	—	—
2019	24	MLB MLE	St. Louis Cardinals	—	181	171	46	7	1	2	7	37	1	8	3	269	300	357	657	88	328	20	4	293	84	—	—	—	—	—	—
2020	25	MLB MLE	Boston Red Sox	—	45	45	14	4	0	1	0	11	0	2	0	311	311	467	778	156	424	24	0	353	125	—	—	—	—	—	—
2021	26	AAA MLE	2 teams	—	411	392	111	15	4	5	13	69	3	19	5	283	313	380	693	97	327	17	3	300	89	—	—	—	—	—	—
2022	27	AAA MLE	3 teams	—	458	439	115	19	1	9	12	90	4	23	4	262	289	371	660	109	309	20	3	286	80	—	—	—	—	—	—
2023	28	INTL MLE	2 teams	—	232	211	53	14	0	0	16	60	3	4	2	251	314	318	632	66	336	26	7	287	80	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	615	567	154	30	1	14	40	129	5	16	9	272	325	402	727	131	328	21	7	324	60	+4	-0	-15	+6	+13	0.9
/ 162G	—	A+C		—	650	599	163	32	1	15	42	136	5	17	10	272	325	404	729	132	328	21	6	324	60	+4	-0	-16	+7	+14	0.9
Career	—	MLE		—	3826	3588	899	164	19	62	163	800	30	121	41	251	289	359	648	108	303	21	4	258	60	+4	-0	-15	+6	+13	0.9
/ 162G	—	MLE		—	650	610	153	28	3	11	28	136	5	21	7	251	290	361	650	110	303	21	4	258	60	+4	-0	-16	+7	+14	0.9

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 AAAReno Aces · 54 PAwOBA .352 → .287 (−65)K% 20.4% → 25.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	20.37%	÷0.951	×1.200	—	—	25.70%
BB% (unintentional) /PA	11.11%	÷1.096	×0.690	—	×0.992	6.94%
HBP% /PA	1.85%	—	×0.940	—	×0.992	1.73%
Singles /BIP	28.57%	÷1.026	×0.930	—	×0.992	25.70%
Doubles /BIP	11.43%	÷1.059	×0.830	—	×0.992	8.88%
Triples /BIP	0.00%	÷1.150	×0.970	—	×0.992	0.00%
Home runs /BIP	0.00%	÷1.012	×0.700	—	×0.992	0.00%

Factors used: league row International League. Park (home-season share, regressed): HR 102, 1B 105, 2B 112, 3B 130, K 90, BB 119 — 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).

Result: wOBA .352 → .287; ISO .087 → .068; BABIP .389 → .336. 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).

2022 AAALehigh Valley IronPigs · 292 PAwOBA .333 → .287 (−47)K% 16.4% → 20.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.44%	÷0.970	×1.200	—	—	20.35%
BB% (unintentional) /PA	3.08%	÷1.067	×0.690	—	×1.003	2.00%
HBP% /PA	1.03%	—	×0.940	—	×1.003	0.97%
Singles /BIP	27.95%	÷1.007	×0.930	×1.026	×1.003	26.57%
Doubles /BIP	6.55%	÷1.018	×0.830	×1.026	×1.003	5.49%
Triples /BIP	0.44%	÷0.900	×0.970	×1.026	×1.003	0.48%
Home runs /BIP	2.62%	÷1.039	×0.700	—	×1.003	1.77%

Factors used: league row International League. Park (home-season share, regressed): HR 108, 1B 101, 2B 104, 3B 80, K 94, BB 113 — 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 ×1.026.

Result: wOBA .333 → .287; ISO .126 → .095; BABIP .357 → .330. 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 AAAWorcester Red Sox · 374 PAwOBA .339 → .300 (−39)K% 14.2% → 16.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	14.17%	÷1.021	×1.200	—	—	16.66%
BB% (unintentional) /PA	4.55%	÷1.008	×0.690	—	×1.018	3.17%
HBP% /PA	0.53%	—	×0.940	—	×1.018	0.51%
Singles /BIP	26.85%	÷0.974	×0.930	×1.022	×1.018	26.67%
Doubles /BIP	5.37%	÷0.992	×0.830	×1.022	×1.018	4.67%
Triples /BIP	1.34%	÷1.023	×0.920	×1.022	×1.018	1.26%
Home runs /BIP	2.68%	÷1.318	×0.700	—	×1.018	1.45%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 164, 1B 95, 2B 98, 3B 105, K 104, BB 102 — 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 ×1.022.

Result: wOBA .339 → .300; ISO .137 → .098; BABIP .341 → .327. 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 · 100 PAwOBA .331 → .284 (−47)K% 18.0% → 23.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.00%	÷0.975	×1.290	—	—	23.82%
BB% (unintentional) /PA	5.00%	÷0.960	×0.710	—	×1.050	3.88%
HBP% /PA	1.00%	—	×0.980	—	×1.050	1.03%
Singles /BIP	26.32%	÷0.984	×0.900	×0.986	×1.050	24.90%
Doubles /BIP	3.95%	÷0.957	×0.810	×0.986	×1.050	3.46%
Triples /BIP	1.32%	÷0.984	×0.810	×0.986	×1.050	1.12%
Home runs /BIP	3.95%	÷0.909	×0.780	—	×1.050	3.55%

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 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 ×0.986.

Result: wOBA .331 → .284; ISO .149 → .124; BABIP .329 → .306. 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 AAANashville Sounds · 272 PAwOBA .318 → .294 (−24)K% 16.9% → 21.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.91%	÷1.003	×1.290	—	—	21.76%
BB% (unintentional) /PA	4.04%	÷1.029	×0.710	—	×1.050	2.93%
HBP% /PA	0.37%	—	×0.980	—	×1.050	0.38%
Singles /BIP	27.14%	÷0.984	×0.900	×1.043	×1.050	27.19%
Doubles /BIP	4.29%	÷1.021	×0.810	×1.043	×1.050	3.73%
Triples /BIP	0.48%	÷0.900	×0.810	×1.043	×1.050	0.47%
Home runs /BIP	3.33%	÷0.868	×0.780	—	×1.050	3.15%

Factors used: league row PCL. Park (home-season share, regressed): HR 74, 1B 97, 2B 104, 3B 80, K 101, BB 106 — applied at half strength. Age: age 22 vs a level average of 27.2 → +5.0% on BB/HBP/hit rates (5.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.043.

Result: wOBA .318 → .294; ISO .125 → .112; BABIP .324 → .318. 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 AAMidland RockHounds · 207 PAwOBA .368 → .326 (−42)K% 16.9% → 22.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.91%	÷0.939	×1.220	—	—	21.98%
BB% (unintentional) /PA	4.35%	÷0.990	×0.700	—	×1.042	3.20%
HBP% /PA	0.48%	—	×0.870	—	×1.042	0.44%
Singles /BIP	21.94%	÷1.142	×0.920	×1.022	×1.042	18.82%
Doubles /BIP	10.97%	÷0.987	×0.840	×1.022	×1.042	9.94%
Triples /BIP	1.94%	÷0.977	×0.940	×1.022	×1.042	1.98%
Home runs /BIP	3.87%	÷0.862	×0.800	—	×1.042	3.74%

Factors used: league row TL. Park (home-season share, regressed): HR 72, 1B 128, 2B 97, 3B 95, K 88, BB 98 — applied at half strength. Age: age 22 vs a level average of 24.8 → +4.2% on BB/HBP/hit rates (2.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.022.

Result: wOBA .368 → .326; ISO .216 → .204; BABIP .355 → .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).

2016 AAMidland RockHounds · 414 PAwOBA .283 → .242 (−41)K% 18.4% → 24.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.36%	÷0.920	×1.220	—	—	24.35%
BB% (unintentional) /PA	5.56%	÷1.062	×0.700	—	×1.050	3.85%
HBP% /PA	0.48%	—	×0.870	—	×1.050	0.44%
Singles /BIP	20.90%	÷1.022	×0.920	×1.039	×1.050	20.52%
Doubles /BIP	5.14%	÷1.075	×0.840	×1.039	×1.050	4.39%
Triples /BIP	0.96%	÷1.150	×0.940	×1.039	×1.050	0.86%
Home runs /BIP	2.89%	÷0.999	×0.800	—	×1.050	2.43%

Factors used: league row TL. Park (home-season share, regressed): HR 100, 1B 104, 2B 115, 3B 130, K 84, BB 112 — applied at half strength. Age: age 21 vs a level average of 24.8 → +5.0% on BB/HBP/hit rates (3.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.039.

Result: wOBA .283 → .242; ISO .127 → .102; BABIP .278 → .264. 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 ABeloit Snappers · 400 PAwOBA .280 → .240 (−40)K% 15.5% → 21.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.50%	÷0.987	×1.360	—	—	21.36%
BB% (unintentional) /PA	5.50%	÷0.936	×0.690	—	×1.030	4.18%
HBP% /PA	0.50%	—	×0.780	—	×1.030	0.40%
Singles /BIP	19.87%	÷1.018	×0.920	×1.026	×1.030	18.98%
Doubles /BIP	4.56%	÷1.021	×0.830	×1.026	×1.030	3.92%
Triples /BIP	0.98%	÷0.900	×0.910	×1.026	×1.030	1.04%
Home runs /BIP	2.93%	÷1.084	×0.800	—	×1.030	2.23%

Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 117, 1B 104, 2B 104, 3B 80, K 97, BB 87 — applied at half strength. Age: age 20 vs a level average of 22.0 → +3.0% on BB/HBP/hit rates (2.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.026.

Result: wOBA .280 → .240; ISO .127 → .102; BABIP .257 → .240. 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 — .