Elliot Soto

PosSS

B/TR/R

Born1989-08-21

Age (2027)37

No MLB projection yet. Career stats below are historical.

Overview

AAALAST SEASON 2024

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2022	32	AAAMIN	344	.223/.320/.342	4	9	42	—	.181/.250/.270
2023	33	AAAMIN	184	.213/.283/.299	1	9	19	—	.171/.217/.235
2024	34	AAALAA	468	.224/.325/.307	4	21	35	—	.175/.249/.230

Contract

No contract data on file.

Skills · percentileMiLB Statcast 2024 AAA

Speed88

Max EV74

BB%72

Z-Con%56

Chase%54

Whiff%50

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	20	ROK	AZL Cubs	—	17	16	6	0	0	0	0	2	0	2	0	375	375	375	750		429	12	0	319	57	—	—	—	—	—	—
2011	21	A+	Daytona Cubs	—	91	81	25	2	0	0	4	12	1	1	0	309	349	333	682	25	357	13	4	296	76	—	—	—	—	—	—
2011	21	A	Peoria Chiefs	—	354	318	83	11	1	0	17	58	6	4	7	261	311	302	613	41	317	16	5	272	46	—	—	—	—	—	—
2012	22	AA	Tennessee Smokies	—	244	209	46	5	4	0	27	45	1	2	3	220	312	282	595	62	277	18	11	270	49	—	—	—	—	—	—
2012	22	A+	Daytona Cubs	—	28	26	6	2	0	0	2	2	0	0	1	231	286	308	593	77	250	7	7	271	42	—	—	—	—	—	—
2013	23	AA	Tennessee Smokies	—	136	121	23	2	0	2	13	26	0	1	2	190	269	256	525	66	226	19	10	243	24	—	—	—	—	—	—
2013	23	A+	Daytona Cubs	—	162	135	33	8	0	0	17	24	3	2	1	244	342	304	646	59	284	15	10	290	54	—	—	—	—	—	—
2014	24	AAA	Iowa Cubs	—	119	108	26	4	0	1	8	21	0	1	0	241	293	306	599	65	281	18	7	267	41	—	—	—	—	—	—
2014	24	AA	Tennessee Smokies	—	157	134	33	8	0	0	21	21	0	3	0	246	348	306	654	60	292	13	13	303	59	—	—	—	—	—	—
2015	25	AA	Jacksonville Suns	—	497	414	106	11	2	0	69	82	3	7	5	256	366	292	659	36	318	16	14	306	66	—	—	—	—	—	—
2015	25	INTL	Mesa Solar Sox	—	49	44	10	0	0	0	3	8	2	1	0	227	306	227	533		278	16	6	257	60	—	—	—	—	—	—
2016	26	AAA	New Orleans Zephyrs	—	190	158	38	4	1	1	28	36	1	3	0	241	358	297	656	57	306	19	15	306	59	—	—	—	—	—	—
2017	27	AAA	Iowa Cubs	—	283	244	58	15	2	2	26	49	1	5	2	238	314	340	654	102	283	17	9	286	51	—	—	—	—	—	—
2018	28	AAA	Albuquerque Isotopes	—	268	238	68	10	5	1	24	41	0	2	1	286	351	382	733	97	337	15	9	324	68	—	—	—	—	—	—
2019	29	AAA	Albuquerque Isotopes	—	463	410	125	22	10	10	45	91	5	8	5	305	380	480	861	176	371	20	10	379	70	—	—	—	—	—	—
2019	29	INTL	Estrellas Orientales	—	72	57	8	3	0	0	10	13	1	1	1	140	279	193	472	53	174	18	14	223	37	—	—	—	—	—	—
2021	31	AAA	Oklahoma City Dodgers	—	198	174	40	9	0	0	19	41	3	3	1	230	316	282	598	52	299	21	10	278	45	—	—	—	—	—	—
2022	32	AAA	St. Paul Saints	—	344	301	67	20	2	4	40	77	3	9	1	223	320	342	662	120	286	22	12	304	42	—	—	—	—	—	—
2023	33	AAA	St. Paul Saints	—	184	164	35	7	2	1	14	59	2	9	0	213	283	299	582	85	324	32	8	262	19	—	—	—	—	—	—
2024	34	AAA	Salt Lake Bees	—	468	398	89	15	3	4	58	112	2	21	5	224	325	307	632	83	297	24	12	288	35	—	—	—	—	—	—
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2010	20	ROK MLE	AZL Cubs	—	17	16	5	0	0	0	0	3	0	2	0	312	312	312	625		346	18	0	253	57	—	—	—	—	—	—
2011	21	A+ MLE	Daytona Cubs	—	91	82	25	2	0	0	3	16	1	1	0	305	337	329	666	24	343	18	3	280	76	—	—	—	—	—	—
2011	21	A MLE	Peoria Chiefs	—	354	323	77	10	1	0	12	77	6	4	7	238	279	276	554	37	292	22	3	236	46	—	—	—	—	—	—
2012	22	AA MLE	Tennessee Smokies	—	244	217	46	5	4	0	19	56	1	2	3	212	278	272	550	60	268	23	8	240	49	—	—	—	—	—	—
2012	22	A+ MLE	Daytona Cubs	—	28	26	6	2	0	0	2	3	0	0	1	231	286	308	593	77	230	11	7	231	42	—	—	—	—	—	—
2013	23	AA MLE	Tennessee Smokies	—	136	126	22	2	0	2	8	33	0	1	2	175	224	238	462	63	217	24	6	204	24	—	—	—	—	—	—
2013	23	A+ MLE	Daytona Cubs	—	162	140	30	7	0	0	12	32	3	2	1	214	290	264	555	50	246	20	7	248	54	—	—	—	—	—	—
2014	24	AAA MLE	Iowa Cubs	—	119	111	24	3	0	1	5	27	0	1	0	216	250	270	520	54	261	23	4	229	41	—	—	—	—	—	—
2014	24	AA MLE	Tennessee Smokies	—	157	140	32	7	0	0	15	26	0	3	0	229	303	279	582	50	269	17	10	256	59	—	—	—	—	—	—
2015	25	AA MLE	Jacksonville Suns	—	497	437	106	11	2	0	46	104	3	7	5	243	319	277	596	34	306	21	9	266	66	—	—	—	—	—	—
2016	26	AAA MLE	New Orleans Zephyrs	—	190	167	36	4	1	1	19	45	1	3	0	216	299	269	569	54	277	24	10	255	59	—	—	—	—	—	—
2017	27	AAA MLE	Iowa Cubs	—	283	254	54	12	2	2	16	58	1	5	2	213	262	299	561	87	247	20	6	244	51	—	—	—	—	—	—
2018	28	AAA MLE	Albuquerque Isotopes	—	268	246	61	9	4	1	16	54	0	2	1	248	294	329	623	81	299	20	6	269	68	—	—	—	—	—	—
2019	29	AAA MLE	Albuquerque Isotopes	—	463	423	94	15	6	6	32	123	5	8	5	222	285	329	613	106	296	27	7	271	70	—	—	—	—	—	—
2021	31	AAA MLE	Oklahoma City Dodgers	—	198	181	38	8	0	0	12	50	3	3	1	210	270	254	525	44	278	25	6	235	45	—	—	—	—	—	—
2022	32	AAA MLE	St. Paul Saints	—	344	315	57	15	2	3	26	94	3	9	1	181	250	270	520	89	246	27	8	231	42	—	—	—	—	—	—
2023	33	AAA MLE	St. Paul Saints	—	184	170	29	4	2	1	8	73	2	9	0	171	217	235	452	65	278	40	4	196	19	—	—	—	—	—	—
2024	34	AAA MLE	Salt Lake Bees	—	468	417	73	10	2	3	39	139	2	21	5	175	249	230	479	55	244	30	8	220	35	—	—	—	—	—	—
2010	20	ROK MLE	AZL Cubs	—	17	16	5	0	0	0	0	3	0	2	0	312	312	312	625		385	18	0	253	57	—	—	—	—	—	—
2010	20	ROK RAW	AZL Cubs	—	17	16	6	0	0	0	0	2	0	2	0	375	375	375	750		429	12	0	319	57	—	—	—	—	—	—
2011	21	A MLE	2 teams	—	445	405	102	12	1	0	15	93	7	5	7	252	290	286	577	35	324	21	3	245	52	—	—	—	—	—	—
2011	21	A RAW	2 teams	—	445	399	108	13	1	0	21	70	7	5	7	271	319	308	627	38	325	16	5	277	52	—	—	—	—	—	—
2012	22	AA MLE	2 teams	—	272	243	51	6	4	0	21	59	1	2	4	210	275	267	543	58	274	22	8	239	48	—	—	—	—	—	—
2012	22	AA RAW	2 teams	—	272	235	52	7	4	0	29	47	1	2	4	221	309	285	595	64	274	17	11	270	48	—	—	—	—	—	—
2013	23	A+ MLE	2 teams	—	298	266	52	9	0	2	20	65	3	3	3	195	260	252	511	56	245	22	7	228	40	—	—	—	—	—	—
2013	23	A+ RAW	2 teams	—	298	256	56	10	0	2	30	50	3	3	3	219	308	281	589	62	258	17	10	268	40	—	—	—	—	—	—
2014	24	AA MLE	2 teams	—	276	251	56	10	0	1	20	53	0	4	0	223	280	275	555	52	275	19	7	244	52	—	—	—	—	—	—
2014	24	AA RAW	2 teams	—	276	242	59	12	0	1	29	42	0	4	0	244	325	306	631	62	287	15	11	288	52	—	—	—	—	—	—
2015	25	AA MLE	2 teams	—	546	480	116	12	2	0	50	114	5	8	5	242	320	275	595	33	316	21	9	266	66	—	—	—	—	—	—
2015	25	AA RAW	2 teams	—	546	458	116	11	2	0	72	90	5	8	5	253	361	286	647	33	314	16	13	301	66	—	—	—	—	—	—
2016	26	AAA MLE	New Orleans Zephyrs	—	190	167	36	4	1	1	19	45	1	3	0	216	299	269	569	54	289	24	10	255	59	—	—	—	—	—	—
2016	26	AAA RAW	New Orleans Zephyrs	—	190	158	38	4	1	1	28	36	1	3	0	241	358	297	656	57	306	19	15	306	59	—	—	—	—	—	—
2017	27	AAA MLE	Iowa Cubs	—	283	254	54	12	2	2	16	58	1	5	2	213	262	299	561	87	261	20	6	244	51	—	—	—	—	—	—
2017	27	AAA RAW	Iowa Cubs	—	283	244	58	15	2	2	26	49	1	5	2	238	314	340	654	102	283	17	9	286	51	—	—	—	—	—	—
2018	28	AAA MLE	Albuquerque Isotopes	—	268	246	61	9	4	1	16	54	0	2	1	248	294	329	623	81	309	20	6	269	68	—	—	—	—	—	—
2018	28	AAA RAW	Albuquerque Isotopes	—	268	238	68	10	5	1	24	41	0	2	1	286	351	382	733	97	337	15	9	324	68	—	—	—	—	—	—
2019	29	AAA MLE	2 teams	—	535	485	109	17	7	7	37	142	6	9	6	225	288	332	620	107	301	27	7	271	70	—	—	—	—	—	—
2019	29	AAA RAW	2 teams	—	535	467	133	25	10	10	55	104	6	9	6	285	367	445	813	161	346	19	10	358	70	—	—	—	—	—	—
2021	31	AAA MLE	Oklahoma City Dodgers	—	198	181	38	8	0	0	12	50	3	3	1	210	270	254	525	44	288	25	6	235	45	—	—	—	—	—	—
2021	31	AAA RAW	Oklahoma City Dodgers	—	198	174	40	9	0	0	19	41	3	3	1	230	316	282	598	52	299	21	10	278	45	—	—	—	—	—	—
2022	32	AAA MLE	St. Paul Saints	—	344	315	57	15	2	3	26	94	3	9	1	181	250	270	520	89	248	27	8	231	42	—	—	—	—	—	—
2022	32	AAA RAW	St. Paul Saints	—	344	301	67	20	2	4	40	77	3	9	1	223	320	342	662	120	286	22	12	304	42	—	—	—	—	—	—
2023	33	AAA MLE	St. Paul Saints	—	184	170	29	4	2	1	8	73	2	9	0	171	217	235	452	65	289	40	4	196	19	—	—	—	—	—	—
2023	33	AAA RAW	St. Paul Saints	—	184	164	35	7	2	1	14	59	2	9	0	213	283	299	582	85	324	32	8	262	19	—	—	—	—	—	—
2024	34	AAA MLE	Salt Lake Bees	—	468	417	73	10	2	3	39	139	2	21	5	175	249	230	479	55	251	30	8	220	35	—	—	—	—	—	—
2024	34	AAA RAW	Salt Lake Bees	—	468	398	89	15	3	4	58	112	2	21	5	224	325	307	632	83	297	24	12	288	35	—	—	—	—	—	—
2010	20	ROK MLE	AZL Cubs	—	17	17	5	0	0	0	0	3	0	2	0	294	312	294	607		346	18	0	253	57	—	—	—	—	—	—
2011	21	A MLE	2 teams	—	445	420	102	12	1	0	15	93	7	5	7	243	290	276	567	33	302	21	3	245	52	—	—	—	—	—	—
2012	22	AA MLE	2 teams	—	272	248	51	6	4	0	21	59	1	2	4	206	275	262	538	56	264	22	8	239	48	—	—	—	—	—	—
2013	23	A+ MLE	2 teams	—	298	273	52	9	0	2	20	65	3	3	3	190	260	245	505	55	233	22	7	228	40	—	—	—	—	—	—
2014	24	AA MLE	2 teams	—	276	254	56	10	0	1	20	53	0	4	0	220	280	272	552	51	266	19	7	244	52	—	—	—	—	—	—
2015	25	AA MLE	2 teams	—	546	486	116	12	2	0	50	114	5	8	5	239	320	272	591	33	306	21	9	266	66	—	—	—	—	—	—
2016	26	AAA MLE	New Orleans Zephyrs	—	190	168	36	4	1	1	19	45	1	3	0	214	299	268	567	54	277	24	10	255	59	—	—	—	—	—	—
2017	27	AAA MLE	Iowa Cubs	—	283	264	54	12	2	2	16	58	1	5	2	205	262	288	550	83	247	20	6	244	51	—	—	—	—	—	—
2018	28	AAA MLE	Albuquerque Isotopes	—	268	250	61	9	4	1	16	54	0	2	1	244	294	324	618	80	299	20	6	269	68	—	—	—	—	—	—
2019	29	AAA MLE	2 teams	—	535	487	109	17	7	7	37	142	6	9	6	224	288	331	618	107	296	27	7	271	70	—	—	—	—	—	—
2021	31	AAA MLE	Oklahoma City Dodgers	—	198	181	38	8	0	0	12	50	3	3	1	210	270	254	525	44	278	25	6	235	45	—	—	—	—	—	—
2022	32	AAA MLE	St. Paul Saints	—	344	312	57	15	2	3	26	94	3	9	1	183	250	272	522	90	246	27	8	231	42	—	—	—	—	—	—
2023	33	AAA MLE	St. Paul Saints	—	184	172	29	4	2	1	8	73	2	9	0	169	217	233	449	64	278	40	4	196	19	—	—	—	—	—	—
2024	34	AAA MLE	Salt Lake Bees	—	468	424	73	10	2	3	39	139	2	21	5	172	249	226	475	54	244	30	8	220	35	—	—	—	—	—	—
▸ Model inputs — neutral MLE (past 3 seasons)
2024	34	AAA MLE	Salt Lake Bees	—	468	424	73	10	2	3	39	139	2	21	5	172	249	226	475	54	244	30	8	220	35	—	—	—	—	—	—
▸ Career Totals
Career	—	MLE		—	4324	3896	839	128	27	21	299	1042	34	85	35	215	277	278	555	63	286	24	7	245	52	-248	+3	+0	+46	+94	-10.7
/ 162G	—	MLE		—	650	586	126	19	4	3	45	157	5	13	5	215	277	276	554	61	285	24	7	245	52	-37	+1	+0	+7	+14	-1.6

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 · 468 PAwOBA .283 → .220 (−63)K% 23.9% → 29.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	23.93%	÷0.971	×1.200	—	—	29.58%
BB% (unintentional) /PA	12.18%	÷0.944	×0.690	—	×0.940	8.37%
HBP% /PA	0.43%	—	×0.940	—	×0.940	0.38%
Singles /BIP	23.43%	÷1.030	×0.930	×1.009	×0.940	20.05%
Doubles /BIP	5.24%	÷1.141	×0.830	×1.009	×0.940	3.62%
Triples /BIP	1.05%	÷1.150	×0.970	×1.009	×0.940	0.84%
Home runs /BIP	1.40%	÷0.886	×0.700	—	×0.940	1.04%

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 35 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (7.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.009.

Result: wOBA .283 → .220; ISO .083 → .061; BABIP .297 → .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 AAASt. Paul Saints · 184 PAwOBA .257 → .196 (−60)K% 32.1% → 39.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	32.07%	÷0.973	×1.200	—	—	39.53%
BB% (unintentional) /PA	7.61%	÷1.067	×0.690	—	×0.940	4.63%
HBP% /PA	1.09%	—	×0.940	—	×0.940	0.96%
Singles /BIP	23.81%	÷0.964	×0.930	×1.023	×0.940	22.08%
Doubles /BIP	6.67%	÷1.341	×0.830	×1.023	×0.940	3.97%
Triples /BIP	1.90%	÷0.977	×0.970	×1.023	×0.940	1.82%
Home runs /BIP	0.95%	÷1.009	×0.700	—	×0.940	0.62%

Factors used: league row International League. Park (home-season share, regressed): HR 102, 1B 93, 2B 168, 3B 95, K 95, BB 113 — applied at half strength. Age: age 34 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (6.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.023.

Result: wOBA .257 → .196; ISO .085 → .058; BABIP .324 → .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).

2022 AAASt. Paul Saints · 344 PAwOBA .296 → .231 (−65)K% 22.4% → 27.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	22.38%	÷0.981	×1.200	—	—	27.37%
BB% (unintentional) /PA	11.63%	÷1.012	×0.690	—	×0.942	7.47%
HBP% /PA	0.87%	—	×0.940	—	×0.942	0.77%
Singles /BIP	18.30%	÷1.000	×0.930	×1.045	×0.942	16.76%
Doubles /BIP	8.93%	÷1.079	×0.830	×1.045	×0.942	6.77%
Triples /BIP	0.89%	÷1.150	×0.970	×1.045	×0.942	0.74%
Home runs /BIP	1.79%	÷0.881	×0.700	—	×0.942	1.34%

Factors used: league row International League. Park (home-season share, regressed): HR 76, 1B 100, 2B 116, 3B 130, K 96, BB 102 — applied at half strength. Age: age 33 vs a level average of 27.2 → −5.8% on BB/HBP/hit rates (5.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.045.

Result: wOBA .296 → .231; ISO .120 → .090; BABIP .286 → .246. 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 AAAOklahoma City Dodgers · 198 PAwOBA .273 → .235 (−38)K% 20.7% → 25.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	20.71%	÷0.994	×1.200	—	—	24.99%
BB% (unintentional) /PA	9.60%	÷1.015	×0.690	—	×0.952	6.21%
HBP% /PA	1.52%	—	×0.940	—	×0.952	1.36%
Singles /BIP	23.31%	÷0.958	×0.930	×1.029	×0.952	22.17%
Doubles /BIP	6.77%	÷0.941	×0.830	×1.029	×0.952	5.85%
Triples /BIP	0.00%	÷0.900	×0.920	×1.029	×0.952	0.00%
Home runs /BIP	0.00%	÷1.016	×0.700	—	×0.952	0.00%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 103, 1B 92, 2B 88, 3B 80, K 99, BB 103 — 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 ×1.029.

Result: wOBA .273 → .235; ISO .052 → .045; BABIP .299 → .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 AAAAlbuquerque Isotopes · 463 PAwOBA .370 → .271 (−98)K% 19.7% → 26.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.65%	÷0.957	×1.290	—	—	26.50%
BB% (unintentional) /PA	9.72%	÷0.974	×0.710	—	×0.972	6.89%
HBP% /PA	1.08%	—	×0.980	—	×0.972	1.03%
Singles /BIP	26.02%	÷0.974	×0.900	×0.950	×0.972	22.21%
Doubles /BIP	6.90%	÷1.071	×0.810	×0.950	×0.972	4.82%
Triples /BIP	3.13%	÷1.150	×0.810	×0.950	×0.972	2.04%
Home runs /BIP	3.13%	÷1.136	×0.780	—	×0.972	2.09%

Factors used: league row PCL. Park (home-season share, regressed): HR 127, 1B 95, 2B 114, 3B 130, K 91, BB 95 — 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 .370 → .271; ISO .176 → .112; BABIP .371 → .296. 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 AAAAlbuquerque Isotopes · 268 PAwOBA .319 → .269 (−50)K% 15.3% → 20.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.30%	÷0.978	×1.290	—	—	20.19%
BB% (unintentional) /PA	8.96%	÷1.024	×0.710	—	×0.982	6.10%
HBP% /PA	0.00%	—	×0.980	—	×0.982	0.00%
Singles /BIP	26.40%	÷1.034	×0.900	×1.050	×0.982	23.69%
Doubles /BIP	5.08%	÷0.960	×0.810	×1.050	×0.982	4.42%
Triples /BIP	2.54%	÷0.973	×0.810	×1.050	×0.982	2.18%
Home runs /BIP	0.51%	÷1.162	×0.780	—	×0.982	0.33%

Factors used: league row PCL. Park (home-season share, regressed): HR 132, 1B 107, 2B 92, 3B 95, K 96, BB 105 — 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 ×1.050.

Result: wOBA .319 → .269; ISO .097 → .081; BABIP .337 → .299. 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 AAAIowa Cubs · 283 PAwOBA .278 → .244 (−34)K% 17.3% → 20.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	17.31%	÷1.083	×1.290	—	—	20.63%
BB% (unintentional) /PA	7.77%	÷0.965	×0.710	—	×0.992	5.67%
HBP% /PA	0.35%	—	×0.980	—	×0.992	0.34%
Singles /BIP	20.00%	÷0.991	×0.900	×1.015	×0.992	18.29%
Doubles /BIP	7.69%	÷1.056	×0.810	×1.015	×0.992	5.94%
Triples /BIP	1.03%	÷1.042	×0.810	×1.015	×0.992	0.80%
Home runs /BIP	1.03%	÷0.899	×0.780	—	×0.992	0.88%

Factors used: league row PCL. Park (home-season share, regressed): HR 80, 1B 98, 2B 111, 3B 108, K 117, BB 93 — 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 ×1.015.

Result: wOBA .278 → .244; ISO .102 → .087; BABIP .283 → .247. 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 AAANew Orleans Zephyrs · 190 PAwOBA .295 → .255 (−40)K% 18.9% → 23.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.95%	÷1.027	×1.290	—	—	23.79%
BB% (unintentional) /PA	13.68%	÷0.964	×0.710	—	×1.003	10.11%
HBP% /PA	0.53%	—	×0.980	—	×1.003	0.52%
Singles /BIP	26.23%	÷1.041	×0.900	×1.050	×1.003	23.87%
Doubles /BIP	3.28%	÷0.929	×0.810	×1.050	×1.003	3.01%
Triples /BIP	0.82%	÷1.057	×0.810	×1.050	×1.003	0.66%
Home runs /BIP	0.82%	÷0.919	×0.780	—	×1.003	0.70%

Factors used: league row PCL. Park (home-season share, regressed): HR 84, 1B 108, 2B 86, 3B 111, K 105, BB 93 — 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 ×1.050.

Result: wOBA .295 → .255; ISO .057 → .051; BABIP .306 → .277. 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 — .