Iván De Jesús Jr.

Pos2B

B/TR/R

Born1987-05-01

Age (2027)40

No MLB projection yet. Career stats below are historical.

Overview

INTLLAST SEASON 2023

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR
2021	34	INTLCangrejeros d…	112	.259/.422/.376	1	3	131	—
2022	35	INTLLeones de Pon…	151	.258/.390/.342	0	0	110	—
2023	36	INTLCangrejeros d…	62	.151/.262/.170	0	0	30	—

Contract

No contract data on file.

Skills · percentileStatcast 2015-2016

xwOBA39

Speed17

Barrel%10

Avg EV10

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)
2005	18	ROK	Ogden Raptors	—	212	192	56	6	0	0	16	40	3	11	5	292	355	323	678	31	368	19	8	313	46	—	—	—	—	—	—
2006	19	A	Columbus Catfish	—	563	483	134	17	2	1	63	85	4	16	5	277	365	327	693	50	329	15	11	315	80	—	—	—	—	—	—
2007	20	A+	Inland Empire 66ers	—	502	428	123	22	3	4	57	64	3	11	6	287	375	381	756	93	326	13	11	336	93	—	—	—	—	—	—
2008	21	AA	Jacksonville Suns	—	560	463	150	21	2	7	76	81	5	16	2	324	425	423	848	99	374	14	14	375	128	—	—	—	—	—	—
2010	23	AAA	Albuquerque Isotopes	—	580	533	158	33	2	7	32	81	2	6	1	296	339	405	744	109	335	14	6	326	70	—	—	—	—	—	—
2010	23	INTL	Senadores de San Juan	—	152	131	40	7	0	1	17	26	2	2	3	305	393	382	775	76	368	17	11	351	124	—	—	—	—	—	—
2011	24	MLB	Los Angeles Dodgers	—	35	32	6	0	0	0	2	11	0	0	0	188	235	188	423		286	31	6	195	20	-3	+0	-2	+2	+1	-0.3
2011	24	AAA	Albuquerque Isotopes	—	443	387	120	19	2	8	45	68	6	4	1	310	390	432	822	121	358	15	10	367	86	—	—	—	—	—	—
2011	24	INTL	Leones de Ponce	—	140	125	41	8	4	0	10	20	3	2	0	328	391	456	847	128	387	14	7	373	138	—	—	—	—	—	—
2012	25	MLB	Boston Red Sox	—	45	41	9	3	0	0	3	13	0	1	1	220	273	293	565	73	310	29	7	253	50	-3	-0	-1	+2	+1	-0.1
2012	25	AAA	Pawtucket Red Sox	—	271	250	76	13	3	3	16	56	1	2	1	304	348	416	764	112	374	21	6	337	91	—	—	—	—	—	—
2012	25	INTL	Atenienses de Manati	—	158	143	52	11	0	3	13	23	1	2	1	364	420	503	924	140	415	15	8	409	163	—	—	—	—	—	—
2013	26	AAA	Indianapolis Indians	—	345	304	97	27	3	3	29	65	4	5	2	319	386	457	843	138	390	19	8	368	108	—	—	—	—	—	—
2013	26	INTL	Leones de Ponce	—	160	130	36	4	1	0	28	24	0	2	1	277	405	323	728	46	333	15	18	340	116	—	—	—	—	—	—
2014	27	AAA	Pawtucket Red Sox	—	478	417	117	19	5	5	52	85	1	2	1	281	362	386	748	106	338	18	11	334	81	—	—	—	—	—	—
2014	27	INTL	Senadores de San Juan	—	145	125	32	5	1	2	16	28	2	0	3	256	350	360	710	104	309	19	11	321	103	—	—	—	—	—	—
2015	28	MLB	Cincinnati Reds	—	222	201	49	10	2	4	19	55	1	0	2	244	312	373	685	129	315	25	9	307	91	-2	-1	-1	+2	+5	0.3
2015	28	AAA	Louisville Bats	—	209	185	56	9	3	0	22	43	1	2	1	303	380	384	764	81	392	21	11	346	88	—	—	—	—	—	—
2016	29	MLB	Cincinnati Reds	—	243	221	56	10	0	1	17	51	2	3	1	253	312	312	625	59	324	21	7	284	75	-7	+0	-2	+5	+5	0.1
2016	29	INTL	Puerto Rico	—	188	161	53	4	2	3	20	22	3	4	0	329	413	435	848	106	360	12	11	375	140	—	—	—	—	—	—
2017	30	AAA	Colorado Springs Sky Sox	—	466	412	142	30	4	7	33	75	12	3	2	345	409	488	897	143	405	16	7	392	94	—	—	—	—	—	—
2017	30	INTL	Cangrejeros de Santurce	—	136	123	32	4	0	0	11	24	0	1	0	260	321	293	614	33	320	18	8	281	76	—	—	—	—	—	—
2018	31	AAA	Pawtucket Red Sox	—	394	349	91	16	0	4	32	69	7	2	3	261	335	341	676	80	310	18	8	306	53	—	—	—	—	—	—
2018	31	INTL	Puerto Rico	—	154	138	44	5	1	1	14	23	1	1	0	319	386	391	777	72	374	15	9	351	124	—	—	—	—	—	—
2019	32	AAA	Rochester Red Wings	—	114	99	24	4	0	1	13	26	0	0	2	242	330	313	643	71	315	23	11	294	46	—	—	—	—	—	—
2019	32	AA	Pensacola Blue Wahoos	—	80	67	15	2	0	2	12	11	1	0	0	224	350	343	693	119	241	14	15	322	54	—	—	—	—	—	—
2019	32	INTL	Puerto Rico	—	138	106	32	7	2	1	27	10	2	0	3	302	452	434	886	132	323	7	20	395	153	—	—	—	—	—	—
2020	33	INTL	Indios de Mayaguez	—	20	17	4	1	0	1	3	4	0	0	0	235	350	471	821	235	250	20	15	363	132	—	—	—	—	—	—
2021	34	INTL	Cangrejeros de Santurce	—	112	85	22	7	0	1	21	15	3	3	0	259	422	376	798	118	292	13	19	362	131	—	—	—	—	—	—
2022	35	INTL	Leones de Ponce	—	151	120	31	6	2	0	25	37	1	0	1	258	390	342	732	83	360	25	17	331	110	—	—	—	—	—	—
2023	36	INTL	Cangrejeros de Santurce	—	62	53	8	1	0	0	8	16	0	0	0	151	262	170	432	19	216	26	13	213	30	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	545	495	120	23	2	5	41	130	3	4	4	242	304	327	632	85	317	24	8	285	79	-14	-1	-6	+10	+12	0.2
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2005	18	ROK MLE	Ogden Raptors	—	212	198	45	4	0	0	10	58	3	11	5	227	275	247	522	20	320	27	5	236	46	—	—	—	—	—	—
2006	19	A MLE	Columbus Catfish	—	563	503	134	15	2	1	43	114	4	16	5	266	329	310	639	44	328	20	8	286	80	—	—	—	—	—	—
2007	20	A+ MLE	Inland Empire 66ers	—	502	443	123	20	3	4	42	86	3	11	6	278	344	363	708	86	317	17	8	306	93	—	—	—	—	—	—
2008	21	AA MLE	Jacksonville Suns	—	560	487	159	22	2	6	52	99	5	16	2	326	397	417	814	90	378	18	9	357	128	—	—	—	—	—	—
2010	23	AAA MLE	Albuquerque Isotopes	—	580	542	140	27	2	5	23	108	2	6	1	258	291	343	634	85	300	19	4	272	70	—	—	—	—	—	—
2011	24	MLB MLE	Los Angeles Dodgers	—	35	32	6	0	0	0	2	11	0	0	0	188	235	188	423		286	31	6	198	20	-3	+0	-2	+2	+1	-0.3
2011	24	AAA MLE	Albuquerque Isotopes	—	443	399	101	16	1	5	33	94	6	4	1	253	320	336	655	83	316	21	7	295	86	—	—	—	—	—	—
2012	25	MLB MLE	Boston Red Sox	—	45	41	9	3	0	0	3	13	0	1	1	220	273	293	565	73	310	29	7	241	50	-3	-0	-1	+2	+1	-0.1
2012	25	AAA MLE	Pawtucket Red Sox	—	271	254	73	11	3	2	12	68	1	2	1	287	322	378	700	91	367	25	4	303	91	—	—	—	—	—	—
2013	26	AAA MLE	Indianapolis Indians	—	345	314	93	24	3	3	19	86	4	5	2	296	344	420	765	124	374	25	6	328	108	—	—	—	—	—	—
2014	27	AAA MLE	Pawtucket Red Sox	—	478	436	113	18	5	3	33	104	1	2	1	259	313	344	657	85	321	22	7	288	81	—	—	—	—	—	—
2015	28	MLB MLE	Cincinnati Reds	—	222	201	49	10	2	4	19	55	1	0	2	244	312	373	685	129	315	25	9	303	91	-2	-1	-1	+2	+5	0.3
2015	28	AAA MLE	Louisville Bats	—	209	193	53	8	3	0	14	52	1	2	1	275	327	347	674	73	369	25	7	299	88	—	—	—	—	—	—
2016	29	MLB MLE	Cincinnati Reds	—	243	222	56	10	0	1	16	51	2	3	1	252	308	311	619	59	324	21	7	279	75	-7	+0	-2	+5	+5	0.1
2017	30	AAA MLE	Colorado Springs Sky Sox	—	466	423	118	21	3	6	22	102	12	3	2	279	333	385	718	106	338	22	5	307	94	—	—	—	—	—	—
2018	31	AAA MLE	Pawtucket Red Sox	—	394	361	79	12	0	2	20	83	7	2	3	219	273	269	542	50	270	21	5	246	53	—	—	—	—	—	—
2019	32	AAA MLE	Rochester Red Wings	—	114	104	22	3	0	1	8	31	0	0	2	212	268	269	537	58	278	27	7	236	46	—	—	—	—	—	—
2019	32	AA MLE	Pensacola Blue Wahoos	—	80	72	14	2	0	2	7	13	1	0	0	194	275	306	581	111	207	16	9	248	54	—	—	—	—	—	—
2005	18	ROK MLE	Ogden Raptors	—	212	198	45	4	0	0	10	58	3	11	5	227	275	247	522	20	321	27	5	236	46	—	—	—	—	—	—
2005	18	ROK RAW	Ogden Raptors	—	212	192	56	6	0	0	16	40	3	11	5	292	355	323	678	31	368	19	8	313	46	—	—	—	—	—	—
2006	19	A MLE	Columbus Catfish	—	563	503	134	15	2	1	43	114	4	16	5	266	329	310	639	44	337	20	8	286	80	—	—	—	—	—	—
2006	19	A RAW	Columbus Catfish	—	563	483	134	17	2	1	63	85	4	16	5	277	365	327	693	50	329	15	11	315	80	—	—	—	—	—	—
2007	20	A+ MLE	Inland Empire 66ers	—	502	443	123	20	3	4	42	86	3	11	6	278	344	363	708	86	332	17	8	306	93	—	—	—	—	—	—
2007	20	A+ RAW	Inland Empire 66ers	—	502	428	123	22	3	4	57	64	3	11	6	287	375	381	756	93	326	13	11	336	93	—	—	—	—	—	—
2008	21	AA MLE	Jacksonville Suns	—	560	487	159	22	2	6	52	99	5	16	2	326	397	417	814	90	393	18	9	357	128	—	—	—	—	—	—
2008	21	AA RAW	Jacksonville Suns	—	560	463	150	21	2	7	76	81	5	16	2	324	425	423	848	99	374	14	14	375	128	—	—	—	—	—	—
2010	23	AAA MLE	2 teams	—	732	684	175	33	2	6	29	137	4	8	4	256	290	336	626	80	308	19	4	272	70	—	—	—	—	—	—
2010	23	AAA RAW	2 teams	—	732	664	198	40	2	8	49	107	4	8	4	298	350	401	751	102	341	15	7	331	70	—	—	—	—	—	—
2011	24	AAA MLE	3 teams	—	618	555	140	21	2	7	46	136	9	6	1	252	320	335	655	83	320	22	7	288	81	—	—	—	—	—	—
2011	24	AAA RAW	3 teams	—	618	544	167	27	6	8	57	99	9	6	1	307	382	423	805	116	361	16	9	358	81	—	—	—	—	—	—
2012	25	AAA MLE	3 teams	—	474	444	122	20	5	3	22	122	2	5	3	275	312	363	675	88	366	26	5	294	85	—	—	—	—	—	—
2012	25	AAA RAW	3 teams	—	474	434	137	27	3	6	32	92	2	5	3	316	365	433	799	118	383	19	7	353	85	—	—	—	—	—	—
2013	26	AAA MLE	2 teams	—	505	464	135	35	4	4	27	126	4	7	3	291	335	409	745	119	384	25	5	328	108	—	—	—	—	—	—
2013	26	AAA RAW	2 teams	—	505	434	133	31	4	3	57	89	4	7	3	306	392	417	809	111	372	18	11	359	108	—	—	—	—	—	—
2014	27	AAA MLE	2 teams	—	623	568	148	23	6	5	42	136	3	2	4	261	315	349	663	88	330	22	7	288	81	—	—	—	—	—	—
2014	27	AAA RAW	2 teams	—	623	542	149	24	6	7	68	113	3	2	4	275	359	380	739	105	332	18	11	331	81	—	—	—	—	—	—
2015	28	MLB MLE	2 teams	—	431	394	102	18	5	4	33	107	2	2	3	259	319	360	680	102	344	25	8	301	90	-5	-1	-1	+2	+9	0.4
2015	28	MLB RAW	2 teams	—	431	386	105	19	5	4	41	98	2	2	3	272	345	378	723	106	353	23	10	326	90	-5	-1	-1	+2	+9	0.4
2016	29	MLB MLE	2 teams	—	431	391	99	18	0	2	28	90	5	7	1	253	311	315	626	61	320	21	6	279	75	-13	+1	-2	+5	+9	0.0
2016	29	MLB RAW	2 teams	—	431	382	109	14	2	4	37	73	5	7	1	285	356	364	720	79	340	17	9	324	75	-13	+1	-2	+5	+9	0.0
2017	30	AAA MLE	2 teams	—	602	550	151	27	4	7	29	131	12	4	2	275	325	376	701	102	346	22	5	307	94	—	—	—	—	—	—
2017	30	AAA RAW	2 teams	—	602	535	174	34	4	7	44	99	12	4	2	325	389	443	832	118	386	16	7	367	94	—	—	—	—	—	—
2018	31	AAA MLE	2 teams	—	548	506	111	17	0	3	27	116	8	3	3	219	270	271	541	51	275	21	5	246	53	—	—	—	—	—	—
2018	31	AAA RAW	2 teams	—	548	487	135	21	1	5	46	92	8	3	3	277	349	355	705	78	328	17	8	319	53	—	—	—	—	—	—
2019	32	INTL MLE	3 teams	—	332	298	60	8	0	4	26	76	3	0	5	201	272	268	541	67	255	23	8	241	49	—	—	—	—	—	—
2019	32	INTL RAW	3 teams	—	332	272	71	13	2	4	52	47	3	0	5	261	385	368	753	107	300	14	16	343	49	—	—	—	—	—	—
2020	33	INTL MLE	Indios de Mayaguez	—	20	17	4	1	0	1	3	4	0	0	0	235	350	471	821	235	250	20	15	—	—	—	—	—	—	—	—
2020	33	INTL RAW	Indios de Mayaguez	—	20	17	4	1	0	1	3	4	0	0	0	235	350	471	821	235	250	20	15	363	132	—	—	—	—	—	—
2021	34	INTL MLE	Cangrejeros de Santurce	—	112	85	22	7	0	1	21	15	3	3	0	259	422	376	798	118	292	13	19	—	—	—	—	—	—	—	—
2021	34	INTL RAW	Cangrejeros de Santurce	—	112	85	22	7	0	1	21	15	3	3	0	259	422	376	798	118	292	13	19	362	131	—	—	—	—	—	—
2022	35	INTL MLE	Leones de Ponce	—	151	120	31	6	2	0	25	37	1	0	1	258	390	342	732	83	360	25	17	—	—	—	—	—	—	—	—
2022	35	INTL RAW	Leones de Ponce	—	151	120	31	6	2	0	25	37	1	0	1	258	390	342	732	83	360	25	17	331	110	—	—	—	—	—	—
2023	36	INTL MLE	Cangrejeros de Santurce	—	62	53	8	1	0	0	8	16	0	0	0	151	262	170	432	19	216	26	13	—	—	—	—	—	—	—	—
2023	36	INTL RAW	Cangrejeros de Santurce	—	62	53	8	1	0	0	8	16	0	0	0	151	262	170	432	19	216	26	13	213	30	—	—	—	—	—	—
2005	18	ROK MLE	Ogden Raptors	—	212	197	45	4	0	0	10	58	3	11	5	228	275	249	524	20	320	27	5	236	46	—	—	—	—	—	—
2006	19	A MLE	Columbus Catfish	—	563	511	134	15	2	1	43	114	4	16	5	262	329	305	634	43	328	20	8	286	80	—	—	—	—	—	—
2007	20	A+ MLE	Inland Empire 66ers	—	502	452	123	20	3	4	42	86	3	11	6	272	344	356	700	84	317	17	8	306	93	—	—	—	—	—	—
2008	21	AA MLE	Jacksonville Suns	—	560	498	159	22	2	6	52	99	5	16	2	319	397	408	805	88	378	18	9	357	128	—	—	—	—	—	—
2010	23	AAA MLE	2 teams	—	732	693	175	33	2	6	29	137	4	8	4	253	290	332	622	79	300	19	4	272	70	—	—	—	—	—	—
2011	24	AAA MLE	3 teams	—	618	558	140	21	2	7	46	136	9	6	1	251	320	333	653	82	314	22	7	288	81	—	—	—	—	—	—
2012	25	AAA MLE	3 teams	—	474	447	122	20	5	3	22	122	2	5	3	273	312	360	672	87	359	26	5	294	85	—	—	—	—	—	—
2013	26	AAA MLE	2 teams	—	505	469	135	35	4	4	27	126	4	7	3	288	335	405	740	117	374	25	5	328	108	—	—	—	—	—	—
2014	27	AAA MLE	2 teams	—	623	573	148	23	6	5	42	136	3	2	4	258	315	346	660	87	321	22	7	288	81	—	—	—	—	—	—
2015	28	MLB MLE	2 teams	—	431	393	102	18	5	4	33	107	2	2	3	260	319	361	681	102	341	25	8	301	90	—	—	—	—	—	—
2016	29	MLB MLE	2 teams	—	431	395	99	18	0	2	28	90	5	7	1	251	311	311	623	61	324	21	6	279	75	—	—	—	—	—	—
2017	30	AAA MLE	2 teams	—	602	556	151	27	4	7	29	131	12	4	2	272	325	372	697	101	338	22	5	307	94	—	—	—	—	—	—
2018	31	AAA MLE	2 teams	—	548	508	111	17	0	3	27	116	8	3	3	219	270	270	540	51	270	21	5	246	53	—	—	—	—	—	—
2019	32	INTL MLE	3 teams	—	332	300	60	8	0	4	26	76	3	0	5	200	272	267	539	67	249	23	8	241	49	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	545	495	120	23	2	5	41	130	3	4	4	242	304	327	632	85	317	24	8	285	74	-14	-1	-6	+10	+12	0.2
/ 162G	—	A+C		—	650	590	142	27	2	6	49	155	4	5	5	241	304	324	627	83	314	24	8	285	74	-16	-1	-7	+12	+14	0.2
Career	—	MLE		—	7478	6760	1769	296	37	58	513	1606	71	101	48	262	320	342	663	80	331	21	7	278	74	-14	-1	-6	+10	+12	0.2
/ 162G	—	MLE		—	650	588	154	26	3	5	45	140	6	9	4	262	321	342	663	80	332	22	7	278	74	-16	-1	-7	+12	+14	0.2

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.

2019 AAARochester Red Wings · 114 PAwOBA .289 → .236 (−53)K% 22.8% → 27.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	22.81%	÷0.999	×1.200	—	—	27.40%
BB% (unintentional) /PA	11.40%	÷1.095	×0.690	—	×0.952	6.84%
HBP% /PA	0.00%	—	×0.940	—	×0.952	0.00%
Singles /BIP	26.03%	÷0.982	×0.930	×1.013	×0.952	23.77%
Doubles /BIP	5.48%	÷1.063	×0.830	×1.013	×0.952	4.13%
Triples /BIP	0.00%	÷1.150	×0.970	×1.013	×0.952	0.00%
Home runs /BIP	1.37%	÷0.958	×0.840	—	×0.952	1.14%

Factors used: league row IL. Park (home-season share, regressed): HR 92, 1B 96, 2B 113, 3B 130, K 100, BB 119 — applied at half strength. Age: age 32 vs a level average of 27.2 → −4.8% on BB/HBP/hit rates (4.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.013.

Result: wOBA .289 → .236; ISO .071 → .057; BABIP .315 → .278. 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 AAPensacola Blue Wahoos · 80 PAwOBA .315 → .248 (−67)K% 13.8% → 16.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.75%	÷1.027	×1.220	—	—	16.33%
BB% (unintentional) /PA	15.00%	÷1.028	×0.680	—	×0.940	9.33%
HBP% /PA	1.25%	—	×0.840	—	×0.940	0.99%
Singles /BIP	19.64%	÷0.970	×0.920	—	×0.940	17.51%
Doubles /BIP	3.57%	÷1.160	×0.910	—	×0.940	2.63%
Triples /BIP	0.00%	÷0.900	×0.880	—	×0.940	0.00%
Home runs /BIP	3.57%	÷1.000	×0.800	—	×0.940	2.69%

Factors used: league row SL. Park (home-season share, regressed): HR 100, 1B 94, 2B 132, 3B 80, K 105, BB 106 — applied at half strength. Age: age 32 vs a level average of 24.8 → −6.0% on BB/HBP/hit rates (7.2 yr older than average).

Result: wOBA .315 → .248; ISO .119 → .094; BABIP .241 → .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 AAAPawtucket Red Sox · 394 PAwOBA .302 → .246 (−56)K% 17.5% → 21.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	17.51%	÷0.994	×1.200	—	—	21.14%
BB% (unintentional) /PA	8.12%	÷1.082	×0.690	—	×0.962	4.98%
HBP% /PA	1.78%	—	×0.940	—	×0.962	1.61%
Singles /BIP	25.36%	÷1.000	×0.930	×1.012	×0.962	22.95%
Doubles /BIP	5.71%	÷1.067	×0.830	×1.012	×0.962	4.33%
Triples /BIP	0.00%	÷0.900	×0.970	×1.012	×0.962	0.00%
Home runs /BIP	1.43%	÷1.342	×0.840	—	×0.962	0.86%

Factors used: league row IL. Park (home-season share, regressed): HR 168, 1B 100, 2B 113, 3B 80, K 99, BB 116 — 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 ×1.012.

Result: wOBA .302 → .246; ISO .080 → .056; BABIP .310 → .270. 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 AAAColorado Springs Sky Sox · 466 PAwOBA .384 → .307 (−77)K% 16.1% → 21.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.09%	÷0.953	×1.290	—	—	21.78%
BB% (unintentional) /PA	6.87%	÷0.995	×0.710	—	×0.972	4.76%
HBP% /PA	2.58%	—	×0.980	—	×0.972	2.45%
Singles /BIP	29.97%	÷1.018	×0.900	×1.029	×0.972	26.51%
Doubles /BIP	8.90%	÷1.163	×0.810	×1.029	×0.972	6.20%
Triples /BIP	1.19%	÷1.150	×0.810	×1.029	×0.972	0.84%
Home runs /BIP	2.08%	÷0.933	×0.780	—	×0.972	1.69%

Factors used: league row PCL. Park (home-season share, regressed): HR 87, 1B 104, 2B 133, 3B 130, K 91, BB 99 — 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 ×1.029.

Result: wOBA .384 → .307; ISO .143 → .104; BABIP .405 → .338. 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 AAALouisville Bats · 209 PAwOBA .337 → .299 (−39)K% 20.6% → 24.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	20.57%	÷0.991	×1.200	—	—	24.92%
BB% (unintentional) /PA	10.05%	÷1.023	×0.690	—	×0.992	6.72%
HBP% /PA	0.48%	—	×0.940	—	×0.992	0.45%
Singles /BIP	30.99%	÷0.999	×0.930	×1.027	×0.992	29.38%
Doubles /BIP	6.34%	÷0.975	×0.830	×1.027	×0.992	5.49%
Triples /BIP	2.11%	÷0.922	×0.970	×1.027	×0.992	2.26%
Home runs /BIP	0.00%	÷1.009	×0.840	—	×0.992	0.00%

Factors used: league row IL. Park (home-season share, regressed): HR 102, 1B 100, 2B 95, 3B 84, K 98, BB 105 — 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 ×1.027.

Result: wOBA .337 → .299; ISO .081 → .077; BABIP .392 → .369. 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 AAAPawtucket Red Sox · 478 PAwOBA .327 → .288 (−40)K% 17.8% → 21.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	17.78%	÷0.980	×1.200	—	—	21.76%
BB% (unintentional) /PA	10.67%	÷1.084	×0.690	—	×1.003	6.81%
HBP% /PA	0.21%	—	×0.940	—	×1.003	0.20%
Singles /BIP	26.51%	÷0.976	×0.930	×1.014	×1.003	25.68%
Doubles /BIP	5.72%	÷0.937	×0.830	×1.014	×1.003	5.15%
Triples /BIP	1.51%	÷1.104	×0.970	×1.014	×1.003	1.35%
Home runs /BIP	1.51%	÷1.240	×0.840	—	×1.003	1.02%

Factors used: league row IL. Park (home-season share, regressed): HR 148, 1B 95, 2B 87, 3B 121, K 96, BB 117 — 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 ×1.014.

Result: wOBA .327 → .288; ISO .106 → .089; BABIP .338 → .321. 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 AAAIndianapolis Indians · 345 PAwOBA .361 → .328 (−34)K% 18.8% → 24.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.84%	÷0.909	×1.200	—	—	24.87%
BB% (unintentional) /PA	7.83%	÷1.012	×0.690	—	×1.018	5.43%
HBP% /PA	1.16%	—	×0.940	—	×1.018	1.11%
Singles /BIP	26.78%	÷0.978	×0.930	×1.020	×1.018	26.42%
Doubles /BIP	11.30%	÷0.954	×0.830	×1.020	×1.018	10.20%
Triples /BIP	1.26%	÷1.080	×0.970	×1.020	×1.018	1.17%
Home runs /BIP	1.26%	÷0.901	×0.840	—	×1.018	1.19%

Factors used: league row IL. Park (home-season share, regressed): HR 80, 1B 96, 2B 91, 3B 116, K 82, 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 ×1.020.

Result: wOBA .361 → .328; ISO .138 → .125; BABIP .390 → .374. 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 AAAPawtucket Red Sox · 271 PAwOBA .333 → .303 (−30)K% 20.7% → 25.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	20.66%	÷0.985	×1.200	—	—	25.17%
BB% (unintentional) /PA	5.90%	÷0.974	×0.690	—	×1.033	4.32%
HBP% /PA	0.37%	—	×0.940	—	×1.033	0.36%
Singles /BIP	29.38%	÷0.975	×0.930	×1.028	×1.033	29.75%
Doubles /BIP	6.70%	÷1.031	×0.830	×1.028	×1.033	5.73%
Triples /BIP	1.55%	÷0.982	×0.970	×1.028	×1.033	1.62%
Home runs /BIP	1.55%	÷1.280	×0.840	—	×1.033	1.05%

Factors used: league row IL. Park (home-season share, regressed): HR 156, 1B 95, 2B 106, 3B 96, K 97, BB 95 — 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 ×1.028.

Result: wOBA .333 → .303; ISO .112 → .092; BABIP .374 → .367. 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 — .