Kole Calhoun

PosRF

B/TL/L

Born1987-10-14

Age (2027)39

No MLB projection yet. Career stats below are historical.

Overview

AAALAST SEASON 2023

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2021	33	MLBARI	182	.235/.298/.373	5	1	87	-0.3
2022	34	MLBTEX	424	.196/.259/.330	12	3	62	-1.9
2023	35	AAAOklahoma City…	266	.297/.380/.530	9	0	85	—	.228/.293/.390
2023	35	MLBCLE	174	.217/.285/.376	6	0	84	-0.9
2024	36	No MLB games played
2025	37	No MLB games played
2026	38	No MLB games played

Last 3 seasons WAR -3.0

Contract

No contract data on file.

Skills · percentileStatcast 2021-2023

Avg EV53

Barrel%51

xwOBA42

Bat Spd32

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)
2010	22	ROK	Orem Owlz	—	247	202	59	14	4	7	39	45	3	3	1	292	414	505	919	213	342	18	16	402	75	—	—	—	—	—	—
2011	23	A+	Inland Empire 66ers	—	594	512	166	36	6	22	73	96	4	20	10	324	413	547	959	223	362	16	12	417	121	—	—	—	—	—	—
2011	23	INTL	Navegantes del Magallanes	—	121	97	21	6	0	3	20	24	2	4	1	216	361	371	732	155	257	20	17	332	111	—	—	—	—	—	—
2012	24	MLB	Los Angeles Angels	—	25	23	4	1	0	0	2	6	0	1	0	174	240	217	457	43	235	24	8	216	15	-3	+0	+0	-6	+1	-0.8
2012	24	AAA	Salt Lake Bees	—	463	410	122	30	7	14	44	88	5	12	3	298	373	507	880	210	346	19	10	384	97	—	—	—	—	—	—
2012	24	INTL	Leones del Escogido	—	86	72	17	1	1	3	11	18	1	3	2	236	345	403	748	167	264	21	13	330	110	—	—	—	—	—	—
2013	25	MLB	Los Angeles Angels	—	222	195	55	7	2	8	21	41	1	2	2	282	355	462	816	179	311	18	9	354	126	+7	-0	-5	-5	+5	0.1
2013	25	AAA	Salt Lake Bees	—	274	240	85	15	6	12	32	32	1	10	2	354	432	617	1.049	263	371	12	12	453	137	—	—	—	—	—	—
2014	26	MLB	Los Angeles Angels	—	537	493	134	31	3	17	38	104	2	5	3	272	326	450	777	178	313	19	7	341	118	+12	-0	-2	-6	+12	1.5
2014	26	AAA	Salt Lake Bees	—	22	22	11	2	1	1	0	3	0	0	1	500	500	818	1.318	318	556	14	0	573	185	—	—	—	—	—	—
2015	27	MLB	Los Angeles Angels	—	686	630	161	23	2	26	45	164	5	4	1	256	310	422	733	167	304	24	7	323	104	+3	+0	+2	-7	+15	1.4
2016	28	MLB	Los Angeles Angels	—	672	594	161	35	5	18	67	118	6	2	3	271	351	438	789	167	309	18	10	349	124	+19	-1	-3	-7	+15	2.3
2017	29	MLB	Los Angeles Angels	—	654	569	139	23	2	19	71	134	8	5	1	244	336	392	728	148	284	20	11	327	105	+4	+1	-5	-7	+14	0.7
2018	30	MLB	Los Angeles Angels	—	552	491	102	18	2	19	53	133	1	6	2	208	286	369	654	161	241	24	10	291	82	-12	+0	-0	-6	+12	-0.6
2018	30	AAA	Salt Lake Bees	—	20	19	6	1	1	1	1	0	0	0	0	316	350	632	982	316	278	0	5	420	105	—	—	—	—	—	—
2019	31	MLB	Los Angeles Angels	—	632	552	128	29	1	33	70	162	7	4	1	232	325	467	793	236	265	26	11	349	117	+13	+0	-3	-7	+14	1.8
2020	32	MLB	Arizona Diamondbacks	—	228	190	43	9	0	16	28	50	6	1	1	226	344	526	870	300	211	22	12	373	140	+11	-0	-1	-2	+5	1.2
2021	33	MLB	Arizona Diamondbacks	—	182	166	39	8	0	5	15	41	0	1	0	235	298	373	672	139	281	23	8	300	87	-3	+0	-2	-2	+4	-0.3
2022	34	MLB	Texas Rangers	—	424	388	76	14	1	12	27	136	6	3	2	196	259	330	589	134	263	32	6	265	62	-19	-0	-4	-5	+9	-1.9
2023	35	MLB	Cleveland Guardians	—	174	157	34	7	0	6	13	37	2	0	1	217	285	376	661	159	241	21	7	293	84	-3	-0	-1	-8	+4	-0.9
2023	35	AAA	Oklahoma City Dodgers	—	266	232	69	17	5	9	27	48	4	0	0	297	380	530	910	233	337	18	10	394	85	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	4988	4448	1076	205	18	179	450	1126	44	34	17	242	318	417	734	175	282	23	9	325	106	+36	+0	-24	-69	+108	5.2
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2010	22	ROK MLE	Orem Owlz	—	247	219	45	10	3	5	22	65	3	3	1	205	287	347	634	142	260	26	9	279	75	—	—	—	—	—	—
2011	23	A+ MLE	Inland Empire 66ers	—	594	532	146	29	4	21	53	134	4	20	10	274	345	462	807	188	322	23	9	347	121	—	—	—	—	—	—
2012	24	MLB MLE	Los Angeles Angels	—	25	24	4	1	0	0	1	6	0	1	0	167	200	208	408	42	235	24	4	190	15	-3	+0	+0	-6	+1	-0.8
2012	24	AAA MLE	Salt Lake Bees	—	463	419	103	24	5	10	35	113	5	12	3	246	312	399	710	153	308	24	8	312	97	—	—	—	—	—	—
2013	25	MLB MLE	Los Angeles Angels	—	222	195	55	7	2	8	21	41	1	2	2	282	355	462	816	179	311	18	9	355	126	+7	-0	-5	-5	+5	0.1
2013	25	AAA MLE	Salt Lake Bees	—	274	250	75	13	4	10	22	43	1	10	2	300	359	504	863	204	328	16	8	371	137	—	—	—	—	—	—
2014	26	MLB MLE	Los Angeles Angels	—	537	493	135	32	3	17	38	104	2	5	3	274	328	454	783	181	313	19	7	343	118	+12	-0	-2	-6	+12	1.5
2014	26	AAA MLE	Salt Lake Bees	—	22	22	10	2	1	1	0	4	0	0	1	455	455	773	1.227	318	475	18	0	441	185	—	—	—	—	—	—
2015	27	MLB MLE	Los Angeles Angels	—	686	631	161	24	2	25	44	164	5	4	1	255	309	418	727	163	304	24	6	322	104	+3	+0	+2	-7	+15	1.4
2016	28	MLB MLE	Los Angeles Angels	—	672	594	162	36	5	18	67	118	6	2	3	273	352	441	793	168	309	18	10	351	124	+19	-1	-3	-7	+15	2.3
2017	29	MLB MLE	Los Angeles Angels	—	654	573	140	24	2	19	67	134	8	5	1	244	332	393	724	148	284	20	10	323	105	+4	+1	-5	-7	+14	0.7
2018	30	MLB MLE	Los Angeles Angels	—	552	494	103	19	2	19	51	133	1	6	2	209	284	370	654	162	241	24	9	289	82	-12	+0	-0	-6	+12	-0.6
2018	30	AAA MLE	Salt Lake Bees	—	20	19	5	1	1	1	1	0	0	0	0	263	300	579	879	316	219	0	5	323	105	—	—	—	—	—	—
2019	31	MLB MLE	Los Angeles Angels	—	632	560	128	30	1	32	63	162	7	4	1	229	314	457	771	229	265	26	10	341	117	+13	+0	-3	-7	+14	1.8
2020	32	MLB MLE	Arizona Diamondbacks	—	228	190	43	8	0	17	28	50	6	1	1	226	344	537	881	311	211	22	12	376	140	+11	-0	-1	-2	+5	1.2
2021	33	MLB MLE	Arizona Diamondbacks	—	182	166	38	7	0	5	15	41	0	1	0	229	293	361	654	133	281	23	8	297	87	-3	+0	-2	-2	+4	-0.3
2022	34	MLB MLE	Texas Rangers	—	424	388	76	15	1	11	27	136	6	3	2	196	259	325	584	129	263	32	6	261	62	-19	-0	-4	-5	+9	-1.9
2023	35	MLB MLE	Cleveland Guardians	—	174	157	34	7	0	6	13	37	2	0	1	217	285	376	661	159	241	21	7	292	84	-3	-0	-1	-8	+4	-0.9
2023	35	AAA MLE	Oklahoma City Dodgers	—	266	241	55	13	4	6	18	57	4	0	0	228	293	390	683	162	266	21	7	294	85	—	—	—	—	—	—
2010	22	ROK MLE	Orem Owlz	—	247	219	45	10	3	5	22	65	3	3	1	205	287	347	634	142	265	26	9	279	75	—	—	—	—	—	—
2010	22	ROK RAW	Orem Owlz	—	247	202	59	14	4	7	39	45	3	3	1	292	414	505	919	213	342	18	16	402	75	—	—	—	—	—	—
2011	23	A+ MLE	2 teams	—	715	638	176	35	5	25	64	161	6	24	11	276	347	464	811	188	331	23	9	347	121	—	—	—	—	—	—
2011	23	A+ RAW	2 teams	—	715	609	187	42	6	25	93	120	6	24	11	307	404	519	923	212	346	17	13	403	121	—	—	—	—	—	—
2012	24	AAA MLE	3 teams	—	574	519	127	30	6	12	43	140	6	16	5	245	310	395	705	150	308	24	7	306	93	—	—	—	—	—	—
2012	24	AAA RAW	3 teams	—	574	505	143	32	8	17	57	112	6	16	5	283	363	479	842	196	330	20	10	368	93	—	—	—	—	—	—
2013	25	AAA MLE	2 teams	—	496	445	130	20	6	18	43	84	2	12	4	292	357	485	843	193	321	17	9	364	132	—	—	—	—	—	—
2013	25	AAA RAW	2 teams	—	496	435	140	22	8	20	53	73	2	12	4	322	398	547	945	225	345	15	11	409	132	—	—	—	—	—	—
2014	26	MLB MLE	2 teams	—	559	515	144	34	4	17	38	108	2	5	4	280	332	460	792	181	324	19	7	347	121	+14	-1	-2	-6	+12	1.7
2014	26	MLB RAW	2 teams	—	559	515	145	33	4	18	38	107	2	5	4	282	333	466	799	184	324	19	7	350	121	+14	-1	-2	-6	+12	1.7
2015	27	MLB MLE	Los Angeles Angels	—	686	631	161	24	2	25	44	164	5	4	1	255	309	418	727	163	305	24	6	322	104	+3	+0	+2	-7	+15	1.4
2015	27	MLB RAW	Los Angeles Angels	—	686	630	161	23	2	26	45	164	5	4	1	256	310	422	733	167	304	24	7	323	104	+3	+0	+2	-7	+15	1.4
2016	28	MLB MLE	Los Angeles Angels	—	672	594	162	36	5	18	67	118	6	2	3	273	352	441	793	168	311	18	10	351	124	+19	-1	-3	-7	+15	2.3
2016	28	MLB RAW	Los Angeles Angels	—	672	594	161	35	5	18	67	118	6	2	3	271	351	438	789	167	309	18	10	349	124	+19	-1	-3	-7	+15	2.3
2017	29	MLB MLE	Los Angeles Angels	—	654	573	140	24	2	19	67	134	8	5	1	244	332	393	724	148	284	20	10	323	105	+4	+1	-5	-7	+14	0.7
2017	29	MLB RAW	Los Angeles Angels	—	654	569	139	23	2	19	71	134	8	5	1	244	336	392	728	148	284	20	11	327	105	+4	+1	-5	-7	+14	0.7
2018	30	MLB MLE	2 teams	—	572	513	107	20	3	19	52	133	1	6	2	209	283	370	653	162	240	23	9	290	82	-12	+0	-0	-6	+12	-0.6
2018	30	MLB RAW	2 teams	—	572	510	108	19	3	20	54	133	1	6	2	212	288	378	666	167	242	23	9	295	82	-12	+0	-0	-6	+12	-0.6
2019	31	MLB MLE	Los Angeles Angels	—	632	560	128	30	1	32	63	162	7	4	1	229	314	457	771	229	261	26	10	341	117	+13	+0	-3	-7	+14	1.8
2019	31	MLB RAW	Los Angeles Angels	—	632	552	128	29	1	33	70	162	7	4	1	232	325	467	793	236	265	26	11	349	117	+13	+0	-3	-7	+14	1.8
2020	32	MLB MLE	Arizona Diamondbacks	—	228	190	43	8	0	17	28	50	6	1	1	226	344	537	881	311	205	22	12	376	140	+11	-0	-1	-2	+5	1.2
2020	32	MLB RAW	Arizona Diamondbacks	—	228	190	43	9	0	16	28	50	6	1	1	226	344	526	870	300	211	22	12	373	140	+11	-0	-1	-2	+5	1.2
2021	33	MLB MLE	Arizona Diamondbacks	—	182	166	38	7	0	5	15	41	0	1	0	229	293	361	654	133	273	23	8	297	87	-3	+0	-2	-2	+4	-0.3
2021	33	MLB RAW	Arizona Diamondbacks	—	182	166	39	8	0	5	15	41	0	1	0	235	298	373	672	139	281	23	8	300	87	-3	+0	-2	-2	+4	-0.3
2022	34	MLB MLE	Texas Rangers	—	424	388	76	15	1	11	27	136	6	3	2	196	259	325	584	129	266	32	6	261	62	-19	-0	-4	-5	+9	-1.9
2022	34	MLB RAW	Texas Rangers	—	424	388	76	14	1	12	27	136	6	3	2	196	259	330	589	134	263	32	6	265	62	-19	-0	-4	-5	+9	-1.9
2023	35	AAA MLE	2 teams	—	440	398	89	20	4	12	31	94	6	0	1	224	290	384	674	161	259	21	7	293	85	—	—	—	—	—	—
2023	35	AAA RAW	2 teams	—	440	389	103	24	5	15	40	85	6	0	1	265	343	468	810	203	299	19	9	354	85	—	—	—	—	—	—
2010	22	ROK MLE	Orem Owlz	—	247	220	45	10	3	5	22	65	3	3	1	205	287	345	632	141	260	26	9	279	75	—	—	—	—	—	—
2011	23	A+ MLE	2 teams	—	715	639	176	35	5	25	64	161	6	24	11	275	347	463	811	188	322	23	9	347	121	—	—	—	—	—	—
2012	24	AAA MLE	3 teams	—	574	520	127	30	6	12	43	140	6	16	5	244	310	394	704	150	304	24	7	306	93	—	—	—	—	—	—
2013	25	AAA MLE	2 teams	—	496	448	130	20	6	18	43	84	2	12	4	290	357	482	839	192	321	17	9	364	132	—	—	—	—	—	—
2014	26	MLB MLE	2 teams	—	559	514	144	34	4	17	38	108	2	5	4	280	332	461	793	181	319	19	7	347	121	—	—	—	—	—	—
2015	27	MLB MLE	Los Angeles Angels	—	686	632	161	24	2	25	44	164	5	4	1	255	309	418	727	163	304	24	6	322	104	—	—	—	—	—	—
2016	28	MLB MLE	Los Angeles Angels	—	672	594	162	36	5	18	67	118	6	2	3	273	352	441	793	168	309	18	10	351	124	—	—	—	—	—	—
2017	29	MLB MLE	Los Angeles Angels	—	654	574	140	24	2	19	67	134	8	5	1	244	332	392	724	148	284	20	10	323	105	—	—	—	—	—	—
2018	30	MLB MLE	2 teams	—	572	514	107	20	3	19	52	133	1	6	2	208	283	370	652	161	240	23	9	290	82	—	—	—	—	—	—
2019	31	MLB MLE	Los Angeles Angels	—	632	557	128	30	1	32	63	162	7	4	1	230	314	460	774	230	265	26	10	341	117	—	—	—	—	—	—
2020	32	MLB MLE	Arizona Diamondbacks	—	228	192	43	8	0	17	28	50	6	1	1	224	344	531	875	307	211	22	12	376	140	—	—	—	—	—	—
2021	33	MLB MLE	Arizona Diamondbacks	—	182	165	38	7	0	5	15	41	0	1	0	230	293	364	656	133	281	23	8	297	87	—	—	—	—	—	—
2022	34	MLB MLE	Texas Rangers	—	424	388	76	15	1	11	27	136	6	3	2	196	259	325	584	129	263	32	6	261	62	—	—	—	—	—	—
2023	35	AAA MLE	2 teams	—	440	400	89	20	4	12	31	94	6	0	1	223	290	383	672	160	256	21	7	293	85	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	4988	4448	1076	205	18	179	450	1126	44	34	17	242	318	417	734	175	282	23	9	325	106	+36	+0	-24	-69	+108	5.2
/ 162G	—	A+C		—	650	580	140	27	2	23	59	147	6	4	2	241	318	414	732	172	282	23	9	325	106	+5	+0	-3	-9	+14	0.7
Career	—	MLE		—	7081	6349	1566	313	42	235	604	1590	64	86	37	247	318	420	739	174	291	22	9	324	106	+36	+0	-24	-69	+108	5.2
/ 162G	—	MLE		—	650	583	145	29	4	22	55	146	6	8	3	249	320	425	745	177	293	22	8	324	106	+5	+0	-3	-9	+14	0.7

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.

2023 AAAOklahoma City Dodgers · 266 PAwOBA .388 → .294 (−93)K% 18.0% → 21.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.05%	÷1.003	×1.200	—	—	21.59%
BB% (unintentional) /PA	10.15%	÷0.976	×0.690	—	×0.940	6.74%
HBP% /PA	1.50%	—	×0.940	—	×0.940	1.33%
Singles /BIP	20.65%	÷1.021	×0.930	×0.962	×0.940	17.01%
Doubles /BIP	9.24%	÷0.983	×0.830	×0.962	×0.940	7.05%
Triples /BIP	2.72%	÷1.150	×0.970	×0.962	×0.940	2.07%
Home runs /BIP	4.89%	÷1.006	×0.700	—	×0.940	3.20%

Factors used: league row International League. Park (home-season share, regressed): HR 101, 1B 104, 2B 97, 3B 130, K 101, BB 95 — applied at half strength. Age: age 36 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (8.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.962.

Result: wOBA .388 → .294; ISO .233 → .168; BABIP .337 → .266. 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 AAASalt Lake Bees · 20 PAwOBA .407 → .323 (−84)K% 0.0% → 0.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	0.00%	÷1.003	×1.290	—	—	0.00%
BB% (unintentional) /PA	5.00%	÷1.068	×0.710	—	×0.962	3.20%
HBP% /PA	0.00%	—	×0.980	—	×0.962	0.00%
Singles /BIP	15.79%	÷1.064	×0.900	—	×0.962	12.84%
Doubles /BIP	5.26%	÷1.045	×0.810	—	×0.962	3.92%
Triples /BIP	5.26%	÷0.969	×0.810	—	×0.962	4.23%
Home runs /BIP	5.26%	÷0.958	×0.780	—	×0.962	4.12%

Factors used: league row PCL. Park (home-season share, regressed): HR 92, 1B 113, 2B 109, 3B 94, K 101, BB 114 — 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).

Result: wOBA .407 → .323; ISO .316 → .252; BABIP .278 → .219. 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 AAASalt Lake Bees · 22 PAwOBA .556 → .441 (−114)K% 13.6% → 17.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.64%	÷0.986	×1.290	—	—	17.85%
BB% (unintentional) /PA	0.00%	÷1.043	×0.710	—	×1.003	0.00%
HBP% /PA	0.00%	—	×0.980	—	×1.003	0.00%
Singles /BIP	36.84%	÷1.013	×0.900	—	×1.003	32.84%
Doubles /BIP	10.53%	÷1.005	×0.810	—	×1.003	8.51%
Triples /BIP	5.26%	÷0.958	×0.810	—	×1.003	4.46%
Home runs /BIP	5.26%	÷1.139	×0.780	—	×1.003	3.61%

Factors used: league row PCL. Park (home-season share, regressed): HR 128, 1B 103, 2B 101, 3B 92, 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).

Result: wOBA .556 → .441; ISO .318 → .232; BABIP .556 → .475. 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 AAASalt Lake Bees · 274 PAwOBA .441 → .371 (−71)K% 11.7% → 15.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	11.68%	÷0.964	×1.290	—	—	15.62%
BB% (unintentional) /PA	11.31%	÷1.016	×0.710	—	×1.018	8.05%
HBP% /PA	0.36%	—	×0.980	—	×1.018	0.36%
Singles /BIP	25.00%	÷0.997	×0.900	×1.010	×1.018	23.20%
Doubles /BIP	7.21%	÷0.977	×0.810	×1.010	×1.018	6.14%
Triples /BIP	2.88%	÷1.150	×0.810	×1.010	×1.018	2.09%
Home runs /BIP	5.77%	÷0.973	×0.780	—	×1.018	4.71%

Factors used: league row PCL. Park (home-season share, regressed): HR 95, 1B 99, 2B 95, 3B 130, K 93, BB 103 — 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 ×1.010.

Result: wOBA .441 → .371; ISO .263 → .212; BABIP .371 → .328. 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 AAASalt Lake Bees · 463 PAwOBA .377 → .312 (−64)K% 19.0% → 24.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.01%	÷1.005	×1.290	—	—	24.40%
BB% (unintentional) /PA	9.50%	÷0.914	×0.710	—	×1.033	7.62%
HBP% /PA	1.08%	—	×0.980	—	×1.033	1.09%
Singles /BIP	22.05%	÷1.029	×0.900	×1.036	×1.033	20.63%
Doubles /BIP	9.32%	÷1.022	×0.810	×1.036	×1.033	7.90%
Triples /BIP	2.17%	÷1.150	×0.810	×1.036	×1.033	1.64%
Home runs /BIP	4.35%	÷1.053	×0.780	—	×1.033	3.33%

Factors used: league row PCL. Park (home-season share, regressed): HR 111, 1B 106, 2B 104, 3B 130, K 101, BB 83 — 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 ×1.036.

Result: wOBA .377 → .312; ISO .210 → .160; BABIP .346 → .308. 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+Inland Empire 66ers · 594 PAwOBA .408 → .347 (−61)K% 16.2% → 22.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.16%	÷0.962	×1.340	—	—	22.50%
BB% (unintentional) /PA	11.78%	÷0.924	×0.710	—	×0.988	8.94%
HBP% /PA	0.67%	—	×0.790	—	×0.988	0.53%
Singles /BIP	24.52%	÷0.991	×0.910	×1.022	×0.988	22.72%
Doubles /BIP	8.65%	÷1.007	×0.820	×1.022	×0.988	7.12%
Triples /BIP	1.44%	÷1.129	×0.760	×1.022	×0.988	0.98%
Home runs /BIP	5.29%	÷0.932	×0.920	—	×0.988	5.16%

Factors used: league row CAL. Park (home-season share, regressed): HR 86, 1B 98, 2B 101, 3B 126, K 92, BB 85 — applied at half strength. Age: age 24 vs a level average of 22.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.022.

Result: wOBA .408 → .347; ISO .223 → .194; BABIP .362 → .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).

2010 ROKOrem Owlz · 247 PAwOBA .394 → .279 (−115)K% 18.2% → 26.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.22%	÷1.000	×1.440	—	—	26.23%
BB% (unintentional) /PA	15.38%	÷1.000	×0.610	—	×0.965	9.06%
HBP% /PA	1.21%	—	×0.720	—	×0.965	0.84%
Singles /BIP	21.66%	÷1.000	×0.820	×1.014	×0.965	17.38%
Doubles /BIP	8.92%	÷1.000	×0.720	×1.014	×0.965	6.28%
Triples /BIP	2.55%	÷1.000	×0.720	×1.014	×0.965	1.80%
Home runs /BIP	4.46%	÷1.000	×0.750	—	×0.965	3.23%

Factors used: league row PIO. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 23 vs a level average of 19.5 → −3.5% on BB/HBP/hit rates (3.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.014.

Result: wOBA .394 → .279; ISO .213 → .153; BABIP .342 → .260. 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 — .