Jorge Bonifacio

PosRF

B/TR/R

Born1993-06-04

Age (2027)34

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	30	AA/INTL2 orgs	537	.264/.356/.468	22	7	76	—	.207/.277/.382
2024	31	INTLGigantes del …	59	.180/.281/.280	1	1	58	—
2026	33	INTLAguilas Cibae…	17	.462/.588/1.000	1	2	320	—

Contract

No contract data on file.

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	17	ROK	AZL Royals	—	282	240	71	16	7	1	32	58	4	14	7	296	388	433	821	138	376	21	11	361	71	—	—	—	—	—	—
2011	18	ROK	Burlington Royals	—	258	236	67	20	4	7	16	58	3	5	6	284	337	492	829	208	345	22	6	359	57	—	—	—	—	—	—
2012	19	A	Kane County Cougars	—	448	412	116	20	6	10	30	84	4	6	3	282	336	432	768	150	333	19	7	340	71	—	—	—	—	—	—
2013	20	AA	Northwest Arkansas Naturals	—	105	93	28	7	0	2	11	23	0	2	1	301	375	441	816	140	377	22	10	362	97	—	—	—	—	—	—
2013	20	A+	Wilmington Blue Rocks	—	234	206	61	11	3	2	23	40	2	0	2	296	372	408	780	112	353	17	10	348	83	—	—	—	—	—	—
2013	20	ROK	AZL Royals	—	35	30	9	3	2	0	4	6	1	1	0	300	400	533	933	233	375	17	11	407	75	—	—	—	—	—	—
2013	20	INTL	Peoria Javelinas	—	70	61	13	5	0	0	6	14	2	0	0	213	304	295	599	82	271	20	9	276	73	—	—	—	—	—	—
2014	21	AA	Northwest Arkansas Naturals	—	566	505	116	20	4	4	50	127	5	8	3	230	305	309	614	79	295	22	9	280	47	—	—	—	—	—	—
2015	22	AA	Northwest Arkansas Naturals	—	536	483	116	30	2	17	42	126	5	3	2	240	308	416	724	176	287	24	8	319	63	—	—	—	—	—	—
2016	23	AAA	Omaha Storm Chasers	—	558	495	137	22	6	19	51	130	7	6	2	277	353	461	813	184	339	23	9	358	82	—	—	—	—	—	—
2016	23	INTL	Tigres del Licey	—	166	153	38	7	1	1	13	30	0	2	2	248	307	327	634	78	303	18	8	289	82	—	—	—	—	—	—
2017	24	MLB	Kansas City Royals	—	422	384	98	15	1	17	35	118	2	1	1	255	321	432	753	177	324	28	8	334	117	+9	-0	-6	-6	+9	0.5
2017	24	AAA	Omaha Storm Chasers	—	57	51	16	2	2	3	6	8	0	0	0	314	386	608	994	294	325	14	11	428	128	—	—	—	—	—	—
2017	24	INTL	Tigres del Licey	—	102	94	25	6	1	2	6	24	2	0	0	266	324	415	738	149	338	24	6	330	109	—	—	—	—	—	—
2018	25	MLB	Kansas City Royals	—	270	236	53	16	2	4	29	71	2	0	1	225	315	360	675	136	301	26	11	303	91	-3	-0	-3	-5	+6	-0.5
2018	25	AAA	Omaha Storm Chasers	—	58	51	20	5	1	0	7	12	0	0	0	392	466	529	995	137	513	21	12	441	132	—	—	—	—	—	—
2018	25	INTL	Tigres del Licey	—	107	99	21	1	0	2	6	28	1	2	0	212	264	283	547	71	271	26	6	249	55	—	—	—	—	—	—
2019	26	MLB	Kansas City Royals	—	21	20	7	3	0	0	1	7	0	0	0	350	381	500	881	150	538	33	5	389	151	+1	+0	-1	-7	+0	-0.6
2019	26	AAA	Omaha Storm Chasers	—	500	451	100	18	5	20	38	121	4	6	4	222	288	417	705	195	252	24	8	308	40	—	—	—	—	—	—
2019	26	INTL	Tigres del Licey	—	128	115	38	13	0	4	10	21	2	2	1	330	394	548	942	217	374	16	8	410	164	—	—	—	—	—	—
2020	27	MLB	Detroit Tigers	—	94	86	19	3	0	2	5	26	2	0	0	221	280	326	605	105	288	28	5	273	74	-3	+0	-0	-2	+2	-0.3
2020	27	INTL	Tigres del Licey	—	64	60	16	4	1	0	3	12	1	1	0	267	312	367	679	100	333	19	5	305	93	—	—	—	—	—	—
2021	28	AAA	Lehigh Valley IronPigs	—	183	153	40	13	2	5	28	41	1	4	2	261	379	471	850	209	324	22	15	375	80	—	—	—	—	—	—
2021	28	AA	Reading Fightin Phils	—	198	171	43	13	0	12	24	41	1	1	0	251	347	538	885	287	258	21	12	381	67	—	—	—	—	—	—
2021	28	INTL	Tigres del Licey	—	113	97	20	4	2	3	11	33	4	1	0	206	312	381	694	175	274	29	10	311	97	—	—	—	—	—	—
2022	29	AAA	Lehigh Valley IronPigs	—	444	383	92	17	1	15	47	125	10	8	2	240	339	407	746	167	312	28	11	334	51	—	—	—	—	—	—
2022	29	INTL	Tigres del Licey	—	76	66	12	3	1	1	7	25	2	1	1	182	280	303	583	121	268	33	9	266	66	—	—	—	—	—	—
2023	30	AA	Northwest Arkansas Naturals	—	508	435	116	20	4	22	61	101	3	6	0	267	361	483	843	216	293	20	12	366	78	—	—	—	—	—	—
2023	30	INTL	Tigres del Licey	—	29	27	6	0	0	0	2	9	0	1	0	222	276	222	498		333	31	7	235	45	—	—	—	—	—	—
2024	31	INTL	Gigantes del Cibao	—	59	50	9	2	0	1	6	11	1	1	2	180	281	280	561	100	200	19	10	254	58	—	—	—	—	—	—
2026	33	INTL	Aguilas Cibaenas	—	17	13	6	0	2	1	2	5	2	2	0	462	588	1.000	1.588	538	714	29	12	641	320	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	807	726	177	37	3	23	70	222	6	1	2	244	315	398	714	154	318	28	9	318	101	+1	-1	-10	-20	+17	-1.2
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2010	17	ROK MLE	AZL Royals	—	282	253	58	12	5	1	19	83	4	14	7	229	293	328	622	99	316	29	7	273	71	—	—	—	—	—	—
2011	18	ROK MLE	Burlington Royals	—	258	241	48	13	3	5	11	82	3	5	6	199	243	340	583	141	271	32	4	253	57	—	—	—	—	—	—
2012	19	A MLE	Kane County Cougars	—	448	422	99	16	5	8	20	113	4	6	3	235	276	353	629	118	302	25	4	273	71	—	—	—	—	—	—
2013	20	AA MLE	Northwest Arkansas Naturals	—	105	97	26	6	0	2	7	29	0	2	1	268	317	392	709	124	356	28	7	311	97	—	—	—	—	—	—
2013	20	A+ MLE	Wilmington Blue Rocks	—	234	214	55	8	2	2	15	56	2	0	2	257	312	341	653	84	330	24	6	291	83	—	—	—	—	—	—
2013	20	ROK MLE	AZL Royals	—	35	32	6	2	1	0	2	9	1	1	0	188	257	312	570	125	285	26	6	279	75	—	—	—	—	—	—
2014	21	AA MLE	Northwest Arkansas Naturals	—	566	519	106	17	3	3	36	157	5	8	3	204	263	266	528	62	278	28	6	237	47	—	—	—	—	—	—
2015	22	AA MLE	Northwest Arkansas Naturals	—	536	497	101	24	2	16	28	150	5	3	2	203	253	356	609	153	247	28	5	262	63	—	—	—	—	—	—
2016	23	AAA MLE	Omaha Storm Chasers	—	558	509	117	18	4	14	37	161	7	6	2	230	291	363	655	134	304	29	7	289	82	—	—	—	—	—	—
2017	24	MLB MLE	Kansas City Royals	—	422	384	99	15	1	18	35	118	2	1	1	258	323	443	766	185	324	28	8	342	117	+9	-0	-6	-6	+9	0.5
2017	24	AAA MLE	Omaha Storm Chasers	—	57	53	15	2	2	3	4	10	0	0	0	283	333	566	899	283	294	18	7	358	128	—	—	—	—	—	—
2018	25	MLB MLE	Kansas City Royals	—	270	237	53	16	2	4	28	71	2	0	1	224	311	359	670	135	301	26	10	303	91	-3	-0	-3	-5	+6	-0.5
2018	25	AAA MLE	Omaha Storm Chasers	—	58	53	17	4	1	0	5	15	0	0	0	321	379	434	813	113	466	26	9	363	132	—	—	—	—	—	—
2019	26	MLB MLE	Kansas City Royals	—	21	20	7	3	0	0	1	7	0	0	0	350	381	500	881	150	538	33	5	391	151	+1	+0	-1	-7	+0	-0.6
2019	26	AAA MLE	Omaha Storm Chasers	—	500	464	79	14	4	15	25	161	4	6	4	170	219	315	534	144	207	32	5	228	40	—	—	—	—	—	—
2020	27	MLB MLE	Detroit Tigers	—	94	86	19	3	0	2	5	26	2	0	0	221	280	326	605	105	288	28	5	277	74	-3	+0	-0	-2	+2	-0.3
2021	28	AAA MLE	Lehigh Valley IronPigs	—	183	163	35	11	2	4	18	50	1	4	2	215	297	380	677	166	269	27	10	286	80	—	—	—	—	—	—
2021	28	AA MLE	Reading Fightin Phils	—	198	180	34	11	0	7	15	51	1	1	0	189	255	367	622	178	209	26	8	267	67	—	—	—	—	—	—
2022	29	AAA MLE	Lehigh Valley IronPigs	—	444	400	73	13	1	10	30	155	10	8	2	182	257	295	552	112	257	35	7	243	51	—	—	—	—	—	—
2023	30	AA MLE	Northwest Arkansas Naturals	—	508	455	94	14	3	20	41	121	3	6	0	207	277	382	659	176	221	24	8	284	78	—	—	—	—	—	—
2010	17	ROK MLE	AZL Royals	—	282	253	58	12	5	1	19	83	4	14	7	229	293	328	622	99	328	29	7	273	71	—	—	—	—	—	—
2010	17	ROK RAW	AZL Royals	—	282	240	71	16	7	1	32	58	4	14	7	296	388	433	821	138	376	21	11	361	71	—	—	—	—	—	—
2011	18	ROK MLE	Burlington Royals	—	258	241	48	13	3	5	11	82	3	5	6	199	243	340	583	141	274	32	4	253	57	—	—	—	—	—	—
2011	18	ROK RAW	Burlington Royals	—	258	236	67	20	4	7	16	58	3	5	6	284	337	492	829	208	345	22	6	359	57	—	—	—	—	—	—
2012	19	A MLE	Kane County Cougars	—	448	422	99	16	5	8	20	113	4	6	3	235	276	353	629	118	302	25	4	273	71	—	—	—	—	—	—
2012	19	A RAW	Kane County Cougars	—	448	412	116	20	6	10	30	84	4	6	3	282	336	432	768	150	333	19	7	340	71	—	—	—	—	—	—
2013	20	A+ MLE	4 teams	—	444	405	104	20	4	4	29	111	5	3	3	257	314	356	670	99	339	25	7	295	86	—	—	—	—	—	—
2013	20	A+ RAW	4 teams	—	444	390	111	26	5	4	44	83	5	3	3	285	364	408	772	123	347	19	10	344	86	—	—	—	—	—	—
2014	21	AA MLE	Northwest Arkansas Naturals	—	566	519	106	17	3	3	36	157	5	8	3	204	263	266	528	62	282	28	6	237	47	—	—	—	—	—	—
2014	21	AA RAW	Northwest Arkansas Naturals	—	566	505	116	20	4	4	50	127	5	8	3	230	305	309	614	79	295	22	9	280	47	—	—	—	—	—	—
2015	22	AA MLE	Northwest Arkansas Naturals	—	536	497	101	24	2	16	28	150	5	3	2	203	253	356	609	153	253	28	5	262	63	—	—	—	—	—	—
2015	22	AA RAW	Northwest Arkansas Naturals	—	536	483	116	30	2	17	42	126	5	3	2	240	308	416	724	176	287	24	8	319	63	—	—	—	—	—	—
2016	23	AAA MLE	2 teams	—	724	664	153	24	6	18	48	209	7	8	4	230	289	366	655	136	308	29	7	289	82	—	—	—	—	—	—
2016	23	AAA RAW	2 teams	—	724	648	175	29	7	20	64	160	7	8	4	270	342	429	771	159	330	22	9	342	82	—	—	—	—	—	—
2017	24	MLB MLE	3 teams	—	581	528	138	20	3	25	48	155	4	1	1	261	328	453	780	191	324	27	8	344	119	+13	-0	-6	-6	+13	1.3
2017	24	MLB RAW	3 teams	—	581	529	139	23	4	22	47	150	4	1	1	263	328	446	774	183	327	26	8	342	119	+13	-0	-6	-6	+13	1.3
2018	25	MLB MLE	3 teams	—	435	384	95	27	4	6	44	115	3	2	1	247	329	385	715	138	335	26	10	314	99	-1	+0	-3	-5	+9	0.1
2018	25	MLB RAW	3 teams	—	435	386	94	22	3	6	42	111	3	2	1	244	323	363	685	119	324	26	10	308	99	-1	+0	-3	-5	+9	0.1
2019	26	AAA MLE	3 teams	—	649	603	105	21	4	18	32	209	6	8	5	174	223	312	535	138	227	32	5	235	45	—	—	—	—	—	—
2019	26	AAA RAW	3 teams	—	649	586	145	34	5	24	49	149	6	8	5	247	312	445	757	198	287	23	8	330	45	—	—	—	—	—	—
2020	27	MLB MLE	2 teams	—	158	146	33	5	0	4	8	44	3	1	0	226	280	342	623	116	293	28	5	277	74	-5	+0	-0	-2	+3	-0.4
2020	27	MLB RAW	2 teams	—	158	146	35	7	1	2	8	38	3	1	0	240	293	342	635	103	308	24	5	286	74	-5	+0	-0	-2	+3	-0.4
2021	28	AA MLE	3 teams	—	494	441	87	28	2	14	43	130	6	6	2	197	278	365	643	168	243	26	9	276	73	—	—	—	—	—	—
2021	28	AA RAW	3 teams	—	494	421	103	30	4	20	63	115	6	6	2	245	351	477	828	233	286	23	13	363	73	—	—	—	—	—	—
2022	29	AAA MLE	2 teams	—	520	468	85	15	1	11	35	181	12	9	3	182	256	288	545	107	263	35	7	243	51	—	—	—	—	—	—
2022	29	AAA RAW	2 teams	—	520	449	104	20	2	16	54	150	12	9	3	232	330	392	722	160	306	29	10	324	51	—	—	—	—	—	—
2023	30	AA MLE	2 teams	—	537	482	99	15	3	21	43	128	3	7	0	205	275	380	654	174	228	24	8	284	78	—	—	—	—	—	—
2023	30	AA RAW	2 teams	—	537	462	122	20	4	22	63	110	3	7	0	264	356	468	824	203	295	20	12	359	78	—	—	—	—	—	—
2024	31	INTL MLE	Gigantes del Cibao	—	59	50	9	2	0	1	6	11	1	1	2	180	281	280	561	100	200	19	10	—	—	—	—	—	—	—	—
2024	31	INTL RAW	Gigantes del Cibao	—	59	50	9	2	0	1	6	11	1	1	2	180	281	280	561	100	200	19	10	254	58	—	—	—	—	—	—
2026	33	INTL MLE	Aguilas Cibaenas	—	17	13	6	0	2	1	2	5	2	2	0	462	588	1.000	1.588	538	714	29	12	—	—	—	—	—	—	—	—
2026	33	INTL RAW	Aguilas Cibaenas	—	17	13	6	0	2	1	2	5	2	2	0	462	588	1.000	1.588	538	714	29	12	641	320	—	—	—	—	—	—
2010	17	ROK MLE	AZL Royals	—	282	257	58	12	5	1	19	83	4	14	7	226	293	323	616	97	316	29	7	273	71	—	—	—	—	—	—
2011	18	ROK MLE	Burlington Royals	—	258	242	48	13	3	5	11	82	3	5	6	198	243	339	582	140	271	32	4	253	57	—	—	—	—	—	—
2012	19	A MLE	Kane County Cougars	—	448	421	99	16	5	8	20	113	4	6	3	235	276	354	630	119	302	25	4	273	71	—	—	—	—	—	—
2013	20	A+ MLE	4 teams	—	444	407	104	20	4	4	29	111	5	3	3	256	314	354	668	98	333	25	7	295	86	—	—	—	—	—	—
2014	21	AA MLE	Northwest Arkansas Naturals	—	566	520	106	17	3	3	36	157	5	8	3	204	263	265	528	62	278	28	6	237	47	—	—	—	—	—	—
2015	22	AA MLE	Northwest Arkansas Naturals	—	536	498	101	24	2	16	28	150	5	3	2	203	253	355	608	153	247	28	5	262	63	—	—	—	—	—	—
2016	23	AAA MLE	2 teams	—	724	663	153	24	6	18	48	209	7	8	4	231	289	367	656	136	304	29	7	289	82	—	—	—	—	—	—
2017	24	MLB MLE	3 teams	—	581	524	138	20	3	25	48	155	4	1	1	263	328	456	784	193	320	27	8	344	119	—	—	—	—	—	—
2018	25	MLB MLE	3 teams	—	435	385	95	27	4	6	44	115	3	2	1	247	329	384	714	138	330	26	10	314	99	—	—	—	—	—	—
2019	26	AAA MLE	3 teams	—	649	606	105	21	4	18	32	209	6	8	5	173	223	310	533	137	220	32	5	235	45	—	—	—	—	—	—
2020	27	MLB MLE	2 teams	—	158	146	33	5	0	4	8	44	3	1	0	226	280	342	623	116	288	28	5	277	74	—	—	—	—	—	—
2021	28	AA MLE	3 teams	—	494	442	87	28	2	14	43	130	6	6	2	197	278	364	642	167	238	26	9	276	73	—	—	—	—	—	—
2022	29	AAA MLE	2 teams	—	520	468	85	15	1	11	35	181	12	9	3	182	256	288	545	107	257	35	7	243	51	—	—	—	—	—	—
2023	30	AA MLE	2 teams	—	537	486	99	15	3	21	43	128	3	7	0	204	275	377	651	173	221	24	8	284	78	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	807	726	177	37	3	23	70	222	6	1	2	244	315	398	714	154	318	28	9	318	70	+1	-1	-10	-20	+17	-1.2
/ 162G	—	A+C		—	650	585	143	30	2	19	56	179	5	1	2	244	316	400	716	156	318	28	9	318	70	+1	-0	-8	-16	+14	-0.9
Career	—	MLE		—	6708	6116	1326	259	47	156	452	1883	73	84	42	217	279	351	630	134	283	28	7	272	70	+1	-1	-10	-20	+17	-1.2
/ 162G	—	MLE		—	650	593	129	25	5	15	44	182	7	8	4	218	280	352	632	135	284	28	7	272	70	+1	-0	-8	-16	+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 AANorthwest Arkansas Naturals · 508 PAwOBA .362 → .284 (−79)K% 19.9% → 23.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.88%	÷1.014	×1.220	—	—	23.92%
BB% (unintentional) /PA	11.81%	÷0.984	×0.700	—	×0.948	7.97%
HBP% /PA	0.59%	—	×0.870	—	×0.948	0.49%
Singles /BIP	20.96%	÷1.055	×0.920	×0.950	×0.948	16.46%
Doubles /BIP	5.99%	÷1.131	×0.840	×0.950	×0.948	4.01%
Triples /BIP	1.20%	÷1.062	×0.940	×0.950	×0.948	0.95%
Home runs /BIP	6.59%	÷0.872	×0.800	—	×0.948	5.73%

Factors used: league row TL. Park (home-season share, regressed): HR 74, 1B 111, 2B 126, 3B 112, K 103, BB 97 — applied at half strength. Age: age 30 vs a level average of 24.8 → −5.2% on BB/HBP/hit rates (5.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.

Result: wOBA .362 → .284; ISO .216 → .183; BABIP .293 → .221. 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 · 444 PAwOBA .328 → .243 (−85)K% 28.2% → 34.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	28.15%	÷0.970	×1.200	—	—	34.84%
BB% (unintentional) /PA	10.59%	÷1.067	×0.690	—	×0.982	6.72%
HBP% /PA	2.25%	—	×0.940	—	×0.982	2.08%
Singles /BIP	22.87%	÷1.007	×0.930	×0.950	×0.982	19.71%
Doubles /BIP	6.59%	÷1.018	×0.830	×0.950	×0.982	5.01%
Triples /BIP	0.39%	÷0.900	×0.970	×0.950	×0.982	0.39%
Home runs /BIP	5.81%	÷1.039	×0.700	—	×0.982	3.85%

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 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 ×0.950.

Result: wOBA .328 → .243; ISO .167 → .113; BABIP .312 → .257. 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 AAReading Fightin Phils · 198 PAwOBA .371 → .267 (−104)K% 20.7% → 25.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	20.71%	÷0.985	×1.220	—	—	25.65%
BB% (unintentional) /PA	11.11%	÷0.989	×0.690	—	×0.968	7.51%
HBP% /PA	0.51%	—	×0.850	—	×0.968	0.42%
Singles /BIP	13.85%	÷0.989	×0.940	×0.950	×0.968	12.10%
Doubles /BIP	10.00%	÷0.993	×0.870	×0.950	×0.968	8.06%
Triples /BIP	0.00%	÷1.150	×0.920	×0.950	×0.968	0.00%
Home runs /BIP	9.23%	÷1.344	×0.780	—	×0.968	5.19%

Factors used: level-wide AA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 169, 1B 98, 2B 99, 3B 130, K 97, BB 98 — applied at half strength. Age: age 28 vs a level average of 24.8 → −3.2% on BB/HBP/hit rates (3.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.

Result: wOBA .371 → .267; ISO .287 → .182; BABIP .258 → .209. 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 AAALehigh Valley IronPigs · 183 PAwOBA .368 → .286 (−82)K% 22.4% → 27.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	22.40%	÷0.992	×1.200	—	—	27.11%
BB% (unintentional) /PA	15.30%	÷1.061	×0.690	—	×0.992	9.87%
HBP% /PA	0.55%	—	×0.940	—	×0.992	0.51%
Singles /BIP	17.86%	÷1.016	×0.930	×0.950	×0.992	15.40%
Doubles /BIP	11.61%	÷0.952	×0.830	×0.950	×0.992	9.54%
Triples /BIP	1.79%	÷1.150	×0.920	×0.950	×0.992	1.35%
Home runs /BIP	4.46%	÷0.957	×0.700	—	×0.992	3.24%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 91, 1B 103, 2B 90, 3B 130, K 98, BB 112 — 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 .368 → .286; ISO .209 → .164; BABIP .324 → .269. 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 AAAOmaha Storm Chasers · 500 PAwOBA .303 → .228 (−75)K% 24.2% → 32.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	24.20%	÷0.971	×1.290	—	—	32.16%
BB% (unintentional) /PA	7.40%	÷1.065	×0.710	—	×1.018	5.02%
HBP% /PA	0.80%	—	×0.980	—	×1.018	0.80%
Singles /BIP	17.27%	÷1.024	×0.900	×0.950	×1.018	14.68%
Doubles /BIP	5.45%	÷0.973	×0.810	×0.950	×1.018	4.39%
Triples /BIP	1.52%	÷1.038	×0.810	×0.950	×1.018	1.14%
Home runs /BIP	6.06%	÷1.023	×0.780	—	×1.018	4.70%

Factors used: league row PCL. Park (home-season share, regressed): HR 105, 1B 105, 2B 95, 3B 108, K 94, BB 113 — 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 ×0.950.

Result: wOBA .303 → .228; ISO .195 → .143; BABIP .252 → .207. 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 AAAOmaha Storm Chasers · 58 PAwOBA .430 → .363 (−67)K% 20.7% → 26.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	20.69%	÷1.007	×1.290	—	—	26.49%
BB% (unintentional) /PA	12.07%	÷1.018	×0.710	—	×1.033	8.70%
HBP% /PA	0.00%	—	×0.980	—	×1.033	0.00%
Singles /BIP	35.90%	÷1.020	×0.900	—	×1.033	32.74%
Doubles /BIP	12.82%	÷0.936	×0.810	—	×1.033	11.46%
Triples /BIP	2.56%	÷0.900	×0.810	—	×1.033	2.38%
Home runs /BIP	0.00%	÷1.101	×0.780	—	×1.033	0.00%

Factors used: league row PCL. Park (home-season share, regressed): HR 120, 1B 104, 2B 87, 3B 80, K 102, BB 104 — 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).

Result: wOBA .430 → .363; ISO .137 → .120; BABIP .513 → .466. 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 AAAOmaha Storm Chasers · 57 PAwOBA .416 → .358 (−58)K% 14.0% → 17.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	14.04%	÷1.054	×1.290	—	—	17.17%
BB% (unintentional) /PA	10.53%	÷1.076	×0.710	—	×1.048	7.28%
HBP% /PA	0.00%	—	×0.980	—	×1.048	0.00%
Singles /BIP	20.93%	÷1.024	×0.900	—	×1.048	19.28%
Doubles /BIP	4.65%	÷0.985	×0.810	—	×1.048	4.01%
Triples /BIP	4.65%	÷0.914	×0.810	—	×1.048	4.32%
Home runs /BIP	6.98%	÷0.956	×0.780	—	×1.048	5.96%

Factors used: league row PCL. Park (home-season share, regressed): HR 91, 1B 105, 2B 97, 3B 83, K 111, BB 115 — 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).

Result: wOBA .416 → .358; ISO .294 → .258; BABIP .325 → .294. 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 AAAOmaha Storm Chasers · 558 PAwOBA .349 → .289 (−60)K% 23.3% → 28.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	23.30%	÷1.040	×1.290	—	—	28.90%
BB% (unintentional) /PA	8.96%	÷1.006	×0.710	—	×1.050	6.64%
HBP% /PA	1.25%	—	×0.980	—	×1.050	1.29%
Singles /BIP	24.66%	÷0.968	×0.900	×0.950	×1.050	22.87%
Doubles /BIP	6.03%	÷0.929	×0.810	×0.950	×1.050	5.24%
Triples /BIP	1.64%	÷1.068	×0.810	×0.950	×1.050	1.24%
Home runs /BIP	5.21%	÷1.054	×0.780	—	×1.050	4.04%

Factors used: league row PCL. Park (home-season share, regressed): HR 111, 1B 94, 2B 86, 3B 114, K 108, BB 101 — 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 ×0.950.

Result: wOBA .349 → .289; ISO .184 → .141; BABIP .339 → .304. 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 — .