Willie Calhoun

Pos1B

B/TL/R

Born1994-11-04

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	MLE AVG/OBP/SLG
2023	28	AAA/AA2 orgs	45	.279/.311/.395	1	0	62	—	.256/.289/.372
2023	28	MLBNYY	149	.239/.311/.403	5	0	95	-0.2
2024	29	AAA/INTL2 orgs	417	.226/.333/.332	8	1	67	—	.215/.294/.304
2024	29	MLBLAA	254	.245/.316/.380	5	0	98	-0.7
2025	30	INTLMexico Rojo	326	.304/.420/.496	11	0	160	—
2026	31	No MLB games played

Last 3 seasons WAR -0.9

Contract

No contract data on file.

Skills · percentileStatcast 2022-2024

Avg EV57

xwOBA52

Bat Spd37

Barrel%10

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.

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)
2015	20	A+	Rancho Cucamonga Quakes	—	82	73	24	7	0	3	7	13	1	0	0	329	395	548	943	219	362	16	9	409	112	—	—	—	—	—	—
2015	20	A	Great Lakes Loons	—	66	61	24	3	0	1	5	7	0	0	0	393	439	492	931	98	434	11	8	417	120	—	—	—	—	—	—
2015	20	ROK	Ogden Raptors	—	175	151	42	13	1	7	23	18	0	2	1	278	374	517	890	238	276	10	13	388	71	—	—	—	—	—	—
2016	21	AA	Tulsa Drillers	—	560	503	128	25	1	27	45	65	5	0	0	254	322	469	791	215	242	12	8	344	89	—	—	—	—	—	—
2016	21	INTL	Glendale Desert Dogs	—	50	47	12	1	0	1	3	5	0	0	0	255	300	340	640	85	268	10	6	290	83	—	—	—	—	—	—
2017	22	MLB	Texas Rangers	—	37	34	9	0	0	1	2	7	1	0	0	265	324	353	677	88	308	19	5	309	91	-0	+0	-1	-6	+1	-0.7
2017	22	AAA	Round Rock Express	—	534	486	146	27	6	31	42	61	1	4	2	300	357	572	929	272	289	11	8	399	99	—	—	—	—	—	—
2018	23	MLB	Texas Rangers	—	108	99	22	5	0	2	6	24	1	0	0	222	274	333	607	111	267	22	6	269	62	-5	+0	-3	-6	+2	-1.2
2018	23	AAA	Round Rock Express	—	470	432	127	32	0	9	32	47	6	4	0	294	351	431	782	137	314	10	7	350	88	—	—	—	—	—	—
2019	24	MLB	Texas Rangers	—	337	309	83	14	1	21	23	53	3	0	0	269	325	524	850	256	262	16	7	368	126	+11	+0	-8	-5	+7	0.4
2019	24	AAA	Nashville Sounds	—	172	138	41	8	0	8	32	24	1	1	1	297	433	529	962	232	311	14	19	422	116	—	—	—	—	—	—
2020	25	MLB	Texas Rangers	—	108	100	19	2	1	1	5	17	1	0	0	190	236	260	496	70	214	16	5	223	36	-8	+0	-2	-1	+2	-0.9
2021	26	MLB	Texas Rangers	—	284	260	65	10	3	6	21	34	2	0	2	250	311	381	692	131	267	12	7	310	93	-2	-1	-3	-3	+6	-0.4
2021	26	ROK	ACL Rangers	—	20	17	6	2	0	1	3	3	0	0	0	353	450	647	1.097	294	385	15	15	473	99	—	—	—	—	—	—
2022	27	MLB	San Francisco Giants	—	62	52	7	3	0	1	9	8	1	0	0	135	274	250	524	115	140	13	15	253	59	-3	+0	-0	-3	+1	-0.5
2022	27	AAA	Sacramento River Cats	—	261	231	61	10	0	10	25	35	2	0	0	264	341	437	778	173	270	13	10	344	72	—	—	—	—	—	—
2023	28	MLB	New York Yankees	—	149	134	32	7	0	5	14	20	0	0	0	239	311	403	714	164	245	13	9	317	95	-1	+0	-2	-2	+3	-0.2
2023	28	AAA	Scranton/Wilkes-Barre RailRiders	—	22	21	7	2	0	0	1	3	0	0	0	333	364	429	792	95	389	14	5	354	86	—	—	—	—	—	—
2023	28	AA	Somerset Patriots	—	23	22	5	0	0	1	1	2	0	0	0	227	261	364	625	136	211	9	4	278	40	—	—	—	—	—	—
2024	29	MLB	Los Angeles Angels	—	254	229	56	16	0	5	23	31	1	0	1	245	316	380	696	135	263	12	9	313	98	-1	-0	+1	-12	+6	-0.7
2024	29	AAA	Salt Lake Bees	—	203	174	48	10	0	4	24	29	3	1	3	276	373	402	775	126	308	14	12	349	68	—	—	—	—	—	—
2024	29	INTL	Cangrejeros de Santurce	—	214	184	33	4	0	4	29	15	1	0	0	179	294	266	561	87	176	7	14	267	67	—	—	—	—	—	—
2025	30	INTL	Mexico Rojo	—	326	270	82	17	1	11	53	30	1	0	0	304	420	496	916	193	307	9	16	405	160	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	1339	1217	293	57	5	42	103	194	10	0	3	241	305	399	705	159	254	14	8	313	98	-3	-1	-19	-40	+29	-3.5
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2015	20	A+ MLE	Rancho Cucamonga Quakes	—	82	75	20	5	0	3	5	18	1	0	0	267	321	453	774	187	302	22	6	334	112	—	—	—	—	—	—
2015	20	A MLE	Great Lakes Loons	—	66	63	21	2	0	1	3	9	0	0	0	333	364	413	776	79	386	14	5	346	120	—	—	—	—	—	—
2015	20	ROK MLE	Ogden Raptors	—	175	160	32	9	1	5	14	26	0	2	1	200	264	362	627	162	205	15	8	273	71	—	—	—	—	—	—
2016	21	AA MLE	Tulsa Drillers	—	560	516	119	24	1	22	32	80	5	0	0	231	282	409	691	178	227	14	6	300	89	—	—	—	—	—	—
2017	22	MLB MLE	Texas Rangers	—	37	34	9	0	0	1	2	7	1	0	0	265	324	353	677	88	308	19	5	303	91	-0	+0	-1	-6	+1	-0.7
2017	22	AAA MLE	Round Rock Express	—	534	501	124	22	5	23	27	76	1	4	2	248	287	449	736	202	244	14	5	314	99	—	—	—	—	—	—
2018	23	MLB MLE	Texas Rangers	—	108	99	22	5	0	2	6	24	1	0	0	222	274	333	607	111	267	22	6	260	62	-5	+0	-3	-6	+2	-1.2
2018	23	AAA MLE	Round Rock Express	—	470	443	117	26	0	8	21	57	6	4	0	264	306	377	683	113	288	12	4	299	88	—	—	—	—	—	—
2019	24	MLB MLE	Texas Rangers	—	337	309	81	13	1	20	23	53	3	0	0	262	319	505	824	243	262	16	7	355	126	+11	+0	-8	-5	+7	0.4
2019	24	AAA MLE	Nashville Sounds	—	172	146	36	7	0	7	24	30	1	1	1	247	357	438	795	192	265	17	14	340	116	—	—	—	—	—	—
2020	25	MLB MLE	Texas Rangers	—	108	100	19	2	1	1	5	17	1	0	0	190	236	260	496	70	214	16	5	221	36	-8	+0	-2	-1	+2	-0.9
2021	26	MLB MLE	Texas Rangers	—	284	260	65	10	3	6	21	34	2	0	2	250	311	381	692	131	267	12	7	306	93	-2	-1	-3	-3	+6	-0.4
2021	26	ROK MLE	ACL Rangers	—	20	18	4	1	0	1	2	4	0	0	0	222	300	444	744	222	276	20	10	314	99	—	—	—	—	—	—
2022	27	MLB MLE	San Francisco Giants	—	62	52	7	3	0	1	9	8	1	0	0	135	274	250	524	115	140	13	15	256	59	-3	+0	-0	-3	+1	-0.5
2022	27	AAA MLE	Sacramento River Cats	—	261	239	53	8	0	7	17	43	2	0	0	222	279	343	622	121	235	16	7	275	72	—	—	—	—	—	—
2023	28	MLB MLE	New York Yankees	—	149	135	32	7	0	5	13	20	0	0	0	237	304	400	704	163	245	13	9	309	95	-1	+0	-2	-2	+3	-0.2
2023	28	AAA MLE	Scranton/Wilkes-Barre RailRiders	—	22	21	6	2	0	0	1	4	0	0	0	286	318	381	699	95	347	18	5	296	86	—	—	—	—	—	—
2023	28	AA MLE	Somerset Patriots	—	23	22	5	0	0	1	1	2	0	0	0	227	261	364	625	136	195	9	4	227	40	—	—	—	—	—	—
2024	29	MLB MLE	Los Angeles Angels	—	254	230	57	17	0	5	22	31	1	0	1	248	316	387	703	139	263	12	9	312	98	-1	-0	+1	-12	+6	-0.7
2024	29	AAA MLE	Salt Lake Bees	—	203	181	39	7	0	3	17	36	3	1	3	215	294	304	597	88	244	18	8	268	68	—	—	—	—	—	—
2015	20	ROK MLE	3 teams	—	323	297	74	17	1	9	23	53	1	2	1	249	305	404	709	155	274	16	7	303	91	—	—	—	—	—	—
2015	20	ROK RAW	3 teams	—	323	285	90	23	1	11	35	38	1	2	1	316	393	519	912	204	332	12	11	399	91	—	—	—	—	—	—
2016	21	AA MLE	2 teams	—	610	563	130	26	1	24	35	87	5	0	0	231	282	409	690	178	231	14	6	300	89	—	—	—	—	—	—
2016	21	AA RAW	2 teams	—	610	550	140	26	1	28	48	70	5	0	0	255	320	458	778	204	245	11	8	340	89	—	—	—	—	—	—
2017	22	AAA MLE	2 teams	—	571	535	133	22	5	24	29	83	2	4	2	249	290	443	733	194	252	15	5	313	98	—	—	—	—	—	—
2017	22	AAA RAW	2 teams	—	571	520	155	27	6	32	44	68	2	4	2	298	355	558	913	260	290	12	8	393	98	—	—	—	—	—	—
2018	23	AAA MLE	2 teams	—	578	542	138	31	0	9	27	81	7	4	0	255	299	362	660	107	284	14	5	292	84	—	—	—	—	—	—
2018	23	AAA RAW	2 teams	—	578	531	149	37	0	11	38	71	7	4	0	281	337	412	749	132	306	12	7	335	84	—	—	—	—	—	—
2019	24	MLB MLE	2 teams	—	509	455	117	20	1	27	47	83	4	1	1	257	332	484	816	226	259	16	9	350	123	+14	-0	-8	-5	+11	1.1
2019	24	MLB RAW	2 teams	—	509	447	124	22	1	29	55	77	4	1	1	277	362	526	887	248	277	15	11	386	123	+14	-0	-8	-5	+11	1.1
2020	25	MLB MLE	Texas Rangers	—	108	100	19	2	1	1	5	17	1	0	0	190	236	260	496	70	214	16	5	221	36	-8	+0	-2	-1	+2	-0.9
2020	25	MLB RAW	Texas Rangers	—	108	100	19	2	1	1	5	17	1	0	0	190	236	260	496	70	214	16	5	223	36	-8	+0	-2	-1	+2	-0.9
2021	26	MLB MLE	2 teams	—	304	278	69	12	3	6	23	38	2	0	2	248	310	378	688	129	268	12	8	307	94	-2	-1	-3	-3	+7	-0.3
2021	26	MLB RAW	2 teams	—	304	277	71	12	3	7	24	37	2	0	2	256	320	397	717	141	274	12	8	320	94	-2	-1	-3	-3	+7	-0.3
2022	27	AAA MLE	2 teams	—	323	291	60	11	0	8	26	51	3	0	0	206	278	326	605	120	221	16	8	271	70	—	—	—	—	—	—
2022	27	AAA RAW	2 teams	—	323	283	68	13	0	11	34	43	3	0	0	240	328	403	731	163	246	13	11	326	70	—	—	—	—	—	—
2023	28	MLB MLE	3 teams	—	194	179	42	9	0	5	14	26	0	0	0	235	290	369	659	134	248	13	7	298	88	-3	+0	-2	-2	+4	-0.3
2023	28	MLB RAW	3 teams	—	194	177	44	9	0	6	16	25	0	0	0	249	311	401	712	153	259	13	8	317	88	-3	+0	-2	-2	+4	-0.3
2024	29	MLB MLE	3 teams	—	671	606	140	34	0	12	57	98	5	1	4	231	302	347	649	116	257	15	8	293	84	-13	-1	+1	-12	+15	-1.1
2024	29	MLB RAW	3 teams	—	671	587	137	30	0	13	76	75	5	1	4	233	326	351	677	118	247	11	11	309	84	-13	-1	+1	-12	+15	-1.1
2025	30	INTL MLE	Mexico Rojo	—	326	270	82	17	1	11	53	30	1	0	0	304	420	496	916	193	307	9	16	—	—	—	—	—	—	—	—
2025	30	INTL RAW	Mexico Rojo	—	326	270	82	17	1	11	53	30	1	0	0	304	420	496	916	193	307	9	16	405	160	—	—	—	—	—	—
2015	20	ROK MLE	3 teams	—	323	296	74	17	1	9	23	53	1	2	1	250	305	405	711	155	267	16	7	303	91	—	—	—	—	—	—
2016	21	AA MLE	2 teams	—	610	565	130	26	1	24	35	87	5	0	0	230	282	407	689	177	227	14	6	300	89	—	—	—	—	—	—
2017	22	AAA MLE	2 teams	—	571	535	133	22	5	24	29	83	2	4	2	249	290	443	733	194	248	15	5	313	98	—	—	—	—	—	—
2018	23	AAA MLE	2 teams	—	578	539	138	31	0	9	27	81	7	4	0	256	299	364	662	108	284	14	5	292	84	—	—	—	—	—	—
2019	24	MLB MLE	2 teams	—	509	453	117	20	1	27	47	83	4	1	1	258	332	486	818	227	263	16	9	350	123	—	—	—	—	—	—
2020	25	MLB MLE	Texas Rangers	—	108	101	19	2	1	1	5	17	1	0	0	188	236	257	493	69	214	16	5	221	36	—	—	—	—	—	—
2021	26	MLB MLE	2 teams	—	304	276	69	12	3	6	23	38	2	0	2	250	310	380	691	130	268	12	8	307	94	—	—	—	—	—	—
2022	27	AAA MLE	2 teams	—	323	291	60	11	0	8	26	51	3	0	0	206	278	326	605	120	217	16	8	271	70	—	—	—	—	—	—
2023	28	MLB MLE	3 teams	—	194	178	42	9	0	5	14	26	0	0	0	236	290	371	661	135	251	13	7	298	88	—	—	—	—	—	—
2024	29	MLB MLE	3 teams	—	671	604	140	34	0	12	57	98	5	1	4	232	302	348	650	116	254	15	8	293	84	—	—	—	—	—	—
▸ Model inputs — neutral MLE (past 3 seasons)
2024	29	MLB MLE	3 teams	—	671	604	140	34	0	12	57	98	5	1	4	232	302	348	650	116	254	15	8	293	84	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	1339	1217	293	57	5	42	103	194	10	0	3	241	305	399	705	159	254	14	8	313	76	-3	-1	-19	-40	+29	-3.5
/ 162G	—	A+C		—	650	591	142	28	2	20	50	94	5	0	1	240	305	396	701	156	254	14	8	313	76	-2	-1	-9	-19	+14	-1.7
Career	—	MLE		—	4517	4116	1004	201	13	136	339	647	31	12	10	244	306	398	704	154	258	14	8	280	76	-3	-1	-19	-40	+29	-3.5
/ 162G	—	MLE		—	650	592	145	29	2	20	49	93	4	2	1	245	307	402	709	157	259	14	8	280	76	-2	-1	-9	-19	+14	-1.7

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.

2024 AAASalt Lake Bees · 203 PAwOBA .344 → .268 (−76)K% 14.3% → 17.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	14.29%	÷0.971	×1.200	—	—	17.66%
BB% (unintentional) /PA	11.82%	÷0.944	×0.690	—	×0.972	8.40%
HBP% /PA	1.48%	—	×0.940	—	×0.972	1.35%
Singles /BIP	23.45%	÷1.030	×0.930	×0.950	×0.972	19.54%
Doubles /BIP	6.90%	÷1.141	×0.830	×0.950	×0.972	4.63%
Triples /BIP	0.00%	÷1.150	×0.970	×0.950	×0.972	0.00%
Home runs /BIP	2.76%	÷0.886	×0.700	—	×0.972	2.12%

Factors used: league row International League. Park (home-season share, regressed): HR 77, 1B 106, 2B 128, 3B 130, K 94, BB 89 — 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 .344 → .268; ISO .126 → .093; BABIP .308 → .244. 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).

2023 AASomerset Patriots · 23 PAwOBA .270 → .227 (−44)K% 8.7% → 10.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	8.70%	÷1.006	×1.220	—	—	10.54%
BB% (unintentional) /PA	4.35%	÷0.973	×0.700	—	×0.958	3.00%
HBP% /PA	0.00%	—	×0.850	—	×0.958	0.00%
Singles /BIP	20.00%	÷0.987	×0.970	—	×0.958	18.82%
Doubles /BIP	0.00%	÷0.958	×0.860	—	×0.958	0.00%
Triples /BIP	0.00%	÷0.900	×0.950	—	×0.958	0.00%
Home runs /BIP	5.00%	÷1.033	×0.780	—	×0.958	3.62%

Factors used: league row EL. Park (home-season share, regressed): HR 107, 1B 97, 2B 92, 3B 80, K 101, BB 95 — applied at half strength. Age: age 29 vs a level average of 24.8 → −4.2% on BB/HBP/hit rates (4.2 yr older than average).

Result: wOBA .270 → .227; ISO .136 → .098; BABIP .211 → .195. 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).

2023 AAAScranton/Wilkes-Barre RailRiders · 22 PAwOBA .345 → .296 (−49)K% 13.6% → 16.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.64%	÷0.998	×1.200	—	—	16.40%
BB% (unintentional) /PA	4.55%	÷1.059	×0.690	—	×0.982	2.91%
HBP% /PA	0.00%	—	×0.940	—	×0.982	0.00%
Singles /BIP	27.78%	÷1.029	×0.930	—	×0.982	24.64%
Doubles /BIP	11.11%	÷0.903	×0.830	—	×0.982	10.03%
Triples /BIP	0.00%	÷1.048	×0.970	—	×0.982	0.00%
Home runs /BIP	0.00%	÷1.017	×0.700	—	×0.982	0.00%

Factors used: league row International League. Park (home-season share, regressed): HR 103, 1B 106, 2B 81, 3B 110, K 100, BB 112 — 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).

Result: wOBA .345 → .296; ISO .095 → .085; BABIP .389 → .347. 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 AAASacramento River Cats · 261 PAwOBA .338 → .275 (−63)K% 13.4% → 16.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.41%	÷0.986	×1.200	—	—	16.31%
BB% (unintentional) /PA	9.58%	÷0.984	×0.690	—	×0.992	6.66%
HBP% /PA	0.77%	—	×0.940	—	×0.992	0.71%
Singles /BIP	20.92%	÷0.968	×0.930	×0.950	×0.992	18.93%
Doubles /BIP	5.10%	÷0.967	×0.830	×0.950	×0.992	4.13%
Triples /BIP	0.00%	÷0.900	×0.970	×0.950	×0.992	0.00%
Home runs /BIP	5.10%	÷0.989	×0.700	—	×0.992	3.58%

Factors used: league row International League. Park (home-season share, regressed): HR 98, 1B 94, 2B 93, 3B 80, K 97, BB 97 — 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 ×0.950.

Result: wOBA .338 → .275; ISO .173 → .128; BABIP .270 → .235. 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 ROKACL Rangers · 20 PAwOBA .460 → .314 (−146)K% 15.0% → 21.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.00%	÷0.988	×1.440	—	—	21.85%
BB% (unintentional) /PA	15.00%	÷1.071	×0.620	—	×0.940	8.16%
HBP% /PA	0.00%	—	×0.720	—	×0.940	0.00%
Singles /BIP	21.43%	÷0.994	×0.820	—	×0.940	16.61%
Doubles /BIP	14.29%	÷1.015	×0.720	—	×0.940	9.53%
Triples /BIP	0.00%	÷1.064	×0.720	—	×0.940	0.00%
Home runs /BIP	7.14%	÷1.015	×0.780	—	×0.940	5.16%

Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 103, 1B 99, 2B 103, 3B 113, K 98, BB 114 — applied at half strength. Age: age 27 vs a level average of 19.5 → −6.0% on BB/HBP/hit rates (7.5 yr older than average).

Result: wOBA .460 → .314; ISO .294 → .206; BABIP .385 → .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).

2019 AAANashville Sounds · 172 PAwOBA .412 → .340 (−71)K% 14.0% → 17.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.95%	÷1.015	×1.290	—	—	17.74%
BB% (unintentional) /PA	18.60%	÷0.988	×0.710	—	×1.033	13.81%
HBP% /PA	0.58%	—	×0.980	—	×1.033	0.59%
Singles /BIP	21.93%	÷1.007	×0.900	×0.950	×1.033	19.23%
Doubles /BIP	7.02%	÷0.967	×0.810	×0.950	×1.033	5.77%
Triples /BIP	0.00%	÷1.069	×0.810	×0.950	×1.033	0.00%
Home runs /BIP	7.02%	÷0.998	×0.780	—	×1.033	5.67%

Factors used: league row PCL. Park (home-season share, regressed): HR 100, 1B 101, 2B 93, 3B 114, K 103, BB 98 — 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 ×0.950.

Result: wOBA .412 → .340; ISO .232 → .193; BABIP .311 → .265. 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 AAARound Rock Express · 470 PAwOBA .337 → .299 (−37)K% 10.0% → 12.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	10.00%	÷1.055	×1.290	—	—	12.22%
BB% (unintentional) /PA	5.74%	÷0.978	×0.710	—	×1.048	4.37%
HBP% /PA	1.28%	—	×0.980	—	×1.048	1.31%
Singles /BIP	22.34%	÷0.962	×0.900	×0.980	×1.048	21.47%
Doubles /BIP	8.31%	÷1.019	×0.810	×0.980	×1.048	6.79%
Triples /BIP	0.00%	÷0.900	×0.810	×0.980	×1.048	0.00%
Home runs /BIP	2.34%	÷0.978	×0.780	—	×1.048	1.95%

Factors used: league row PCL. Park (home-season share, regressed): HR 96, 1B 92, 2B 104, 3B 80, K 111, 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 ×0.980.

Result: wOBA .337 → .299; ISO .137 → .113; BABIP .314 → .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).

2017 AAARound Rock Express · 534 PAwOBA .388 → .314 (−75)K% 11.4% → 14.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	11.42%	÷1.033	×1.290	—	—	14.26%
BB% (unintentional) /PA	7.12%	÷1.037	×0.710	—	×1.050	5.12%
HBP% /PA	0.19%	—	×0.980	—	×1.050	0.19%
Singles /BIP	19.29%	÷1.039	×0.900	×0.976	×1.050	17.13%
Doubles /BIP	6.35%	÷1.039	×0.810	×0.976	×1.050	5.08%
Triples /BIP	1.41%	÷1.046	×0.810	×0.976	×1.050	1.12%
Home runs /BIP	7.29%	÷1.117	×0.780	—	×1.050	5.35%

Factors used: league row PCL. Park (home-season share, regressed): HR 123, 1B 108, 2B 108, 3B 109, K 107, BB 107 — 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 ×0.976.

Result: wOBA .388 → .314; ISO .272 → .206; BABIP .289 → .244. 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 — .