Adalberto Mondesi

PosSS

B/TS/R

Born1995-07-27

Age (2027)32

No MLB projection yet. Career stats below are historical.

Overview

MLBLAST SEASON 2022

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2020	25	MLBKC	233	.256/.294/.416	6	24	100	1.3
2021	26	AAA/AA2 orgs	66	.206/.242/.365	3	5	24	—	.172/.197/.283
2021	26	MLBKC	136	.230/.271/.452	6	15	100	1.1
2022	27	MLBKC	54	.140/.204/.140	0	5	1	-0.0
2023	28	No MLB games played
2024	29	No MLB games played
2025	30	No MLB games played
2026	31	No MLB games played

Last 3 seasons WAR 2.3

Contract

No contract data on file.

Skills · percentileStatcast 2020-2022

Avg EV75

Speed58

Barrel%53

xwOBA24

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)
2012	17	ROK	Idaho Falls Chukars	—	232	207	60	7	2	3	19	65	1	11	2	290	352	386	739	97	399	28	8	327	42	—	—	—	—	—	—
2013	18	A	Lexington Legends	—	536	482	126	13	7	7	34	118	2	24	10	261	313	361	674	100	331	22	6	294	51	—	—	—	—	—	—
2014	19	A+	Wilmington Blue Rocks	—	472	435	92	14	12	8	24	122	3	17	4	211	258	354	612	143	274	26	5	266	37	—	—	—	—	—	—
2014	19	INTL	Peoria Javelinas	—	73	73	17	6	1	0	0	14	0	5	2	233	233	342	575	110	288	19	0	252	56	—	—	—	—	—	—
2015	20	AA	Northwest Arkansas Naturals	—	338	304	74	11	5	6	17	88	0	19	6	243	283	372	655	128	316	26	5	277	53	—	—	—	—	—	—
2015	20	INTL	Tigres del Licey	—	20	19	3	0	0	0	1	3	0	0	0	158	200	158	358		188	15	5	171	2	—	—	—	—	—	—
2016	21	MLB	Kansas City Royals	—	149	135	25	1	3	2	6	48	2	9	1	185	231	281	512	96	271	32	4	222	38	-11	+1	-0	+1	+3	-0.5
2016	21	AAA	Omaha Storm Chasers	—	61	56	17	2	4	1	2	19	0	5	0	304	328	536	863	232	444	31	3	353	85	—	—	—	—	—	—
2016	21	AA	Northwest Arkansas Naturals	—	131	116	30	5	1	5	13	30	0	17	1	259	333	448	782	190	305	23	10	341	78	—	—	—	—	—	—
2016	21	A+	Wilmington Blue Rocks	—	39	37	9	2	1	1	2	11	0	2	0	243	282	432	714	189	320	28	5	312	47	—	—	—	—	—	—
2016	21	INTL	Tigres del Licey	—	30	27	8	3	1	0	1	8	0	2	0	296	321	481	803	185	421	27	3	326	107	—	—	—	—	—	—
2017	22	MLB	Kansas City Royals	—	60	53	9	1	0	1	3	22	0	5	2	170	214	245	460	75	267	37	5	197	22	-6	+0	+2	+2	+1	-0.0
2017	22	AAA	Omaha Storm Chasers	—	357	321	98	20	8	13	18	86	2	21	3	305	346	539	885	234	373	24	5	368	110	—	—	—	—	—	—
2017	22	INTL	Tigres del Licey	—	17	16	2	0	1	0	0	2	0	0	0	125	125	250	375	125	133	12	0	148	-14	—	—	—	—	—	—
2018	23	MLB	Kansas City Royals	—	291	275	76	13	3	14	11	77	1	32	7	276	307	498	805	222	335	26	4	346	126	+9	+4	+6	+5	+6	3.0
2018	23	AAA	Omaha Storm Chasers	—	133	120	30	8	3	5	8	30	0	10	0	250	297	492	789	242	291	23	6	329	71	—	—	—	—	—	—
2019	24	MLB	Kansas City Royals	—	443	415	109	20	10	9	19	132	0	43	7	263	295	424	719	161	357	30	4	310	97	-1	+6	+11	+5	+10	3.0
2019	24	AAA	Omaha Storm Chasers	—	37	33	8	1	1	1	4	13	0	2	1	242	324	424	749	182	368	35	11	332	46	—	—	—	—	—	—
2020	25	MLB	Kansas City Royals	—	233	219	56	11	3	6	11	70	1	24	8	256	294	416	710	160	350	30	5	311	100	-0	+2	+3	+2	+5	1.3
2021	26	MLB	Kansas City Royals	—	136	126	29	8	1	6	6	43	1	15	1	230	271	452	723	222	299	32	4	309	100	+0	+3	+4	+1	+3	1.1
2021	26	AAA	Omaha Storm Chasers	—	51	49	10	1	0	2	2	13	0	5	1	204	235	347	582	143	235	25	4	258	16	—	—	—	—	—	—
2021	26	AA	Northwest Arkansas Naturals	—	15	14	3	0	0	1	1	4	0	0	0	214	267	429	695	214	222	27	7	306	50	—	—	—	—	—	—
2022	27	MLB	Kansas City Royals	—	54	50	7	0	0	0	4	20	0	5	0	140	204	140	344		233	37	7	169	1	-6	+1	+4	+1	+1	-0.0
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	1366	1273	311	54	20	38	60	412	5	133	26	244	281	408	689	163	329	30	4	297	87	-20	+16	+29	+16	+30	7.3
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2012	17	ROK MLE	Idaho Falls Chukars	—	232	215	44	5	1	2	11	93	1	11	2	205	247	265	512	60	328	40	5	230	42	—	—	—	—	—	—
2013	18	A MLE	Lexington Legends	—	536	493	112	9	6	4	23	147	2	24	10	227	264	294	559	67	301	27	4	244	51	—	—	—	—	—	—
2014	19	A+ MLE	Wilmington Blue Rocks	—	472	444	84	13	9	8	15	165	3	17	4	189	221	313	534	124	267	35	3	223	37	—	—	—	—	—	—
2015	20	AA MLE	Northwest Arkansas Naturals	—	338	310	70	10	5	6	11	105	0	19	6	226	252	348	601	123	288	31	3	247	53	—	—	—	—	—	—
2016	21	MLB MLE	Kansas City Royals	—	149	135	25	1	3	2	6	48	2	9	1	185	231	281	512	96	271	32	4	224	38	-11	+1	-0	+1	+3	-0.5
2016	21	AAA MLE	Omaha Storm Chasers	—	61	57	15	2	3	1	1	24	0	5	0	263	276	456	732	193	408	39	2	294	85	—	—	—	—	—	—
2016	21	AA MLE	Northwest Arkansas Naturals	—	131	121	26	4	1	4	8	36	0	17	1	215	264	364	627	149	269	27	6	283	78	—	—	—	—	—	—
2016	21	A+ MLE	Wilmington Blue Rocks	—	39	38	8	2	1	1	1	15	0	2	0	211	231	395	626	184	291	38	3	237	47	—	—	—	—	—	—
2017	22	MLB MLE	Kansas City Royals	—	60	53	9	1	0	1	3	22	0	5	2	170	214	245	460	75	267	37	5	200	22	-6	+0	+2	+2	+1	-0.0
2017	22	AAA MLE	Omaha Storm Chasers	—	357	328	92	18	8	11	11	105	2	21	3	280	308	485	793	204	349	29	3	331	110	—	—	—	—	—	—
2018	23	MLB MLE	Kansas City Royals	—	291	275	77	13	3	15	11	77	1	32	7	280	310	513	823	233	335	26	4	354	126	+9	+4	+6	+5	+6	3.0
2018	23	AAA MLE	Omaha Storm Chasers	—	133	122	27	7	3	4	6	38	0	10	0	221	258	426	684	205	265	29	5	273	71	—	—	—	—	—	—
2019	24	MLB MLE	Kansas City Royals	—	443	415	110	20	9	10	19	132	0	43	7	265	297	429	726	164	357	30	4	312	97	-1	+6	+11	+5	+10	3.0
2019	24	AAA MLE	Omaha Storm Chasers	—	37	34	7	1	1	1	3	17	0	2	1	206	270	382	653	176	328	46	8	236	46	—	—	—	—	—	—
2020	25	MLB MLE	Kansas City Royals	—	233	219	56	11	3	6	11	70	1	24	8	256	294	416	710	160	350	30	5	315	100	-0	+2	+3	+2	+5	1.3
2021	26	MLB MLE	Kansas City Royals	—	136	126	29	8	1	6	6	43	1	15	1	230	271	452	723	222	299	32	4	316	100	+0	+3	+4	+1	+3	1.1
2021	26	AAA MLE	Omaha Storm Chasers	—	51	50	8	1	0	1	1	16	0	5	1	160	176	240	416	80	206	31	2	192	16	—	—	—	—	—	—
2021	26	AA MLE	Northwest Arkansas Naturals	—	15	14	3	0	0	1	1	5	0	0	0	214	267	429	695	214	206	33	7	242	50	—	—	—	—	—	—
2022	27	MLB MLE	Kansas City Royals	—	54	50	7	0	0	0	4	20	0	5	0	140	204	140	344		233	37	7	170	1	-6	+1	+4	+1	+1	-0.0
2012	17	ROK MLE	Idaho Falls Chukars	—	232	215	44	5	1	2	11	93	1	11	2	205	247	265	512	60	339	40	5	230	42	—	—	—	—	—	—
2012	17	ROK RAW	Idaho Falls Chukars	—	232	207	60	7	2	3	19	65	1	11	2	290	352	386	739	97	399	28	8	327	42	—	—	—	—	—	—
2013	18	A MLE	Lexington Legends	—	536	493	112	9	6	4	23	147	2	24	10	227	264	294	559	67	313	27	4	244	51	—	—	—	—	—	—
2013	18	A RAW	Lexington Legends	—	536	482	126	13	7	7	34	118	2	24	10	261	313	361	674	100	331	22	6	294	51	—	—	—	—	—	—
2014	19	A+ MLE	2 teams	—	545	515	96	14	10	9	17	191	3	22	6	186	217	305	522	118	274	35	3	223	37	—	—	—	—	—	—
2014	19	A+ RAW	2 teams	—	545	508	109	20	13	8	24	136	3	22	6	215	254	352	607	138	276	25	4	264	37	—	—	—	—	—	—
2015	20	AA MLE	2 teams	—	358	329	73	10	5	6	12	111	0	19	6	222	249	337	587	116	309	31	3	247	53	—	—	—	—	—	—
2015	20	AA RAW	2 teams	—	358	323	77	11	5	6	18	91	0	19	6	238	279	359	638	121	307	25	5	271	53	—	—	—	—	—	—
2016	21	MLB MLE	5 teams	—	410	377	80	9	8	9	18	132	2	35	2	212	252	350	602	138	300	32	4	257	60	-20	+6	-0	+1	+9	-0.3
2016	21	MLB RAW	5 teams	—	410	371	89	13	10	9	24	116	2	35	2	240	290	402	691	162	324	28	6	296	60	-20	+6	-0	+1	+9	-0.3
2017	22	AAA MLE	3 teams	—	434	396	106	20	8	13	15	133	2	26	5	268	298	457	755	189	362	31	3	312	97	—	—	—	—	—	—
2017	22	AAA RAW	3 teams	—	434	390	109	21	9	14	21	110	2	26	5	279	320	487	807	208	348	25	5	335	97	—	—	—	—	—	—
2018	23	MLB MLE	2 teams	—	424	397	104	20	6	19	17	115	1	42	7	262	294	486	780	224	321	27	4	329	109	+4	+6	+6	+5	+9	3.1
2018	23	MLB RAW	2 teams	—	424	395	106	21	6	19	19	107	1	42	7	268	304	496	800	228	321	25	4	341	109	+4	+6	+6	+5	+9	3.1
2019	24	MLB MLE	2 teams	—	480	449	115	21	10	10	22	149	0	45	8	256	291	414	705	158	355	31	5	306	93	-4	+6	+11	+5	+10	2.9
2019	24	MLB RAW	2 teams	—	480	448	117	21	11	10	23	145	0	45	8	261	297	424	721	163	358	30	5	311	93	-4	+6	+11	+5	+10	2.9
2020	25	MLB MLE	Kansas City Royals	—	233	219	56	11	3	6	11	70	1	24	8	256	294	416	710	160	350	30	5	315	100	-0	+2	+3	+2	+5	1.3
2020	25	MLB RAW	Kansas City Royals	—	233	219	56	11	3	6	11	70	1	24	8	256	294	416	710	160	350	30	5	311	100	-0	+2	+3	+2	+5	1.3
2021	26	MLB MLE	3 teams	—	202	190	41	9	1	9	8	64	1	20	2	216	251	416	667	200	274	32	4	279	75	-6	+3	+4	+1	+4	0.6
2021	26	MLB RAW	3 teams	—	202	189	42	9	1	9	9	60	1	20	2	222	261	423	685	201	275	30	4	296	75	-6	+3	+4	+1	+4	0.6
2022	27	MLB MLE	Kansas City Royals	—	54	50	7	0	0	0	4	20	0	5	0	140	204	140	344		233	37	7	170	1	-6	+1	+4	+1	+1	-0.0
2022	27	MLB RAW	Kansas City Royals	—	54	50	7	0	0	0	4	20	0	5	0	140	204	140	344		233	37	7	169	1	-6	+1	+4	+1	+1	-0.0
2012	17	ROK MLE	Idaho Falls Chukars	—	232	218	44	5	1	2	11	93	1	11	2	202	247	261	508	60	328	40	5	230	42	—	—	—	—	—	—
2013	18	A MLE	Lexington Legends	—	536	506	112	9	6	4	23	147	2	24	10	221	264	287	551	65	301	27	4	244	51	—	—	—	—	—	—
2014	19	A+ MLE	2 teams	—	545	520	96	14	10	9	17	191	3	22	6	185	217	302	519	117	267	35	3	223	37	—	—	—	—	—	—
2015	20	AA MLE	2 teams	—	358	343	73	10	5	6	12	111	0	19	6	213	249	324	573	111	288	31	3	247	53	—	—	—	—	—	—
2016	21	MLB MLE	5 teams	—	410	387	80	9	8	9	18	132	2	35	2	207	252	341	593	134	294	32	4	257	60	—	—	—	—	—	—
2017	22	AAA MLE	3 teams	—	434	414	106	20	8	13	15	133	2	26	5	256	298	437	735	181	337	31	3	312	97	—	—	—	—	—	—
2018	23	MLB MLE	2 teams	—	424	403	104	20	6	19	17	115	1	42	7	258	294	479	773	221	313	27	4	329	109	—	—	—	—	—	—
2019	24	MLB MLE	2 teams	—	480	455	115	21	10	10	22	149	0	45	8	253	291	409	700	156	355	31	5	306	93	—	—	—	—	—	—
2020	25	MLB MLE	Kansas City Royals	—	233	219	56	11	3	6	11	70	1	24	8	256	294	416	710	160	350	30	5	315	100	—	—	—	—	—	—
2021	26	MLB MLE	3 teams	—	202	191	41	9	1	9	8	64	1	20	2	215	251	414	665	199	268	32	4	279	75	—	—	—	—	—	—
2022	27	MLB MLE	Kansas City Royals	—	54	50	7	0	0	0	4	20	0	5	0	140	204	140	344		233	37	7	170	1	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	1366	1273	311	54	20	38	60	412	5	133	26	244	281	408	689	163	329	30	4	297	70	-20	+16	+29	+16	+30	7.3
/ 162G	—	A+C		—	650	606	149	26	10	18	29	196	2	63	12	246	283	411	693	165	332	30	4	297	70	-10	+8	+14	+8	+14	3.5
Career	—	MLE		—	3908	3630	834	128	58	87	158	1225	13	273	56	230	264	369	633	139	318	31	4	271	70	-20	+16	+29	+16	+30	7.3
/ 162G	—	MLE		—	650	604	138	21	10	14	26	204	2	45	9	228	263	366	629	137	317	31	4	271	70	-10	+8	+14	+8	+14	3.5

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.

2021 AAAOmaha Storm Chasers · 51 PAwOBA .251 → .192 (−59)K% 25.5% → 31.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	25.49%	÷0.985	×1.200	—	—	31.07%
BB% (unintentional) /PA	3.92%	÷0.990	×0.690	—	×1.018	2.78%
HBP% /PA	0.00%	—	×0.940	—	×1.018	0.00%
Singles /BIP	19.44%	÷1.056	×0.930	—	×1.018	17.43%
Doubles /BIP	2.78%	÷0.978	×0.830	—	×1.018	2.40%
Triples /BIP	0.00%	÷0.936	×0.920	—	×1.018	0.00%
Home runs /BIP	5.56%	÷1.027	×0.700	—	×1.018	3.85%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 105, 1B 111, 2B 96, 3B 87, K 97, BB 98 — 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).

Result: wOBA .251 → .192; ISO .143 → .096; BABIP .235 → .206. 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 AANorthwest Arkansas Naturals · 15 PAwOBA .297 → .242 (−55)K% 26.7% → 31.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	26.67%	÷1.035	×1.220	—	—	31.43%
BB% (unintentional) /PA	6.67%	÷0.988	×0.690	—	×0.988	4.60%
HBP% /PA	0.00%	—	×0.850	—	×0.988	0.00%
Singles /BIP	20.00%	÷0.980	×0.940	—	×0.988	18.95%
Doubles /BIP	0.00%	÷1.117	×0.870	—	×0.988	0.00%
Triples /BIP	0.00%	÷1.150	×0.920	—	×0.988	0.00%
Home runs /BIP	10.00%	÷0.957	×0.780	—	×0.988	8.05%

Factors used: level-wide AA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 91, 1B 96, 2B 123, 3B 130, K 107, BB 98 — applied at half strength. Age: age 26 vs a level average of 24.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average).

Result: wOBA .297 → .242; ISO .214 → .166; BABIP .222 → .206. 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 · 37 PAwOBA .324 → .236 (−88)K% 35.1% → 46.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	35.14%	÷0.971	×1.290	—	—	46.69%
BB% (unintentional) /PA	10.81%	÷1.065	×0.710	—	×1.048	7.55%
HBP% /PA	0.00%	—	×0.980	—	×1.048	0.00%
Singles /BIP	25.00%	÷1.024	×0.900	—	×1.048	23.02%
Doubles /BIP	5.00%	÷0.973	×0.810	—	×1.048	4.36%
Triples /BIP	5.00%	÷1.038	×0.810	—	×1.048	4.09%
Home runs /BIP	5.00%	÷1.023	×0.780	—	×1.048	3.99%

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 24 vs a level average of 27.2 → +4.8% on BB/HBP/hit rates (3.2 yr younger than average).

Result: wOBA .324 → .236; ISO .182 → .126; BABIP .368 → .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).

2018 AAAOmaha Storm Chasers · 133 PAwOBA .322 → .273 (−49)K% 22.6% → 28.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	22.56%	÷1.007	×1.290	—	—	28.88%
BB% (unintentional) /PA	6.02%	÷1.018	×0.710	—	×1.050	4.41%
HBP% /PA	0.00%	—	×0.980	—	×1.050	0.00%
Singles /BIP	15.56%	÷1.020	×0.900	×1.003	×1.050	14.45%
Doubles /BIP	8.89%	÷0.936	×0.810	×1.003	×1.050	8.10%
Triples /BIP	3.33%	÷0.900	×0.810	×1.003	×1.050	3.16%
Home runs /BIP	5.56%	÷1.101	×0.780	—	×1.050	4.13%

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 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 ×1.003.

Result: wOBA .322 → .273; ISO .242 → .198; BABIP .291 → .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).

2017 AAAOmaha Storm Chasers · 357 PAwOBA .361 → .331 (−30)K% 24.1% → 29.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	24.09%	÷1.054	×1.290	—	—	29.47%
BB% (unintentional) /PA	4.48%	÷1.076	×0.710	—	×1.050	3.10%
HBP% /PA	0.56%	—	×0.980	—	×1.050	0.58%
Singles /BIP	24.26%	÷1.024	×0.900	×1.038	×1.050	23.24%
Doubles /BIP	8.51%	÷0.985	×0.810	×1.038	×1.050	7.63%
Triples /BIP	3.40%	÷0.914	×0.810	×1.038	×1.050	3.29%
Home runs /BIP	5.53%	÷0.956	×0.780	—	×1.050	4.74%

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 22 vs a level average of 27.2 → +5.0% on BB/HBP/hit rates (5.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.038.

Result: wOBA .361 → .331; ISO .234 → .211; BABIP .373 → .349. 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 AANorthwest Arkansas Naturals · 131 PAwOBA .332 → .283 (−49)K% 22.9% → 27.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	22.90%	÷1.024	×1.220	—	—	27.28%
BB% (unintentional) /PA	9.16%	÷1.081	×0.700	—	×1.050	6.23%
HBP% /PA	0.00%	—	×0.870	—	×1.050	0.00%
Singles /BIP	22.09%	÷1.061	×0.920	×0.987	×1.050	19.85%
Doubles /BIP	5.81%	÷1.029	×0.840	×0.987	×1.050	4.92%
Triples /BIP	1.16%	÷1.029	×0.940	×0.987	×1.050	1.10%
Home runs /BIP	5.81%	÷0.967	×0.800	—	×1.050	5.05%

Factors used: league row TL. Park (home-season share, regressed): HR 93, 1B 112, 2B 106, 3B 106, K 105, BB 116 — applied at half strength. Age: age 21 vs a level average of 24.8 → +5.0% on BB/HBP/hit rates (3.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.987.

Result: wOBA .332 → .283; ISO .190 → .167; BABIP .305 → .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).

2016 AAAOmaha Storm Chasers · 61 PAwOBA .343 → .294 (−49)K% 31.1% → 38.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	31.15%	÷1.040	×1.290	—	—	38.64%
BB% (unintentional) /PA	3.28%	÷1.006	×0.710	—	×1.050	2.43%
HBP% /PA	0.00%	—	×0.980	—	×1.050	0.00%
Singles /BIP	27.03%	÷0.968	×0.900	—	×1.050	26.38%
Doubles /BIP	5.41%	÷0.929	×0.810	—	×1.050	4.95%
Triples /BIP	10.81%	÷1.068	×0.810	—	×1.050	8.61%
Home runs /BIP	2.70%	÷1.054	×0.780	—	×1.050	2.10%

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 21 vs a level average of 27.2 → +5.0% on BB/HBP/hit rates (6.2 yr younger than average).

Result: wOBA .343 → .294; ISO .232 → .183; BABIP .444 → .408. 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 A+Wilmington Blue Rocks · 39 PAwOBA .304 → .237 (−66)K% 28.2% → 38.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	28.21%	÷1.051	×1.420	—	—	38.12%
BB% (unintentional) /PA	5.13%	÷1.014	×0.630	—	×1.027	3.27%
HBP% /PA	0.00%	—	×0.860	—	×1.027	0.00%
Singles /BIP	19.23%	÷1.024	×0.940	—	×1.027	18.13%
Doubles /BIP	7.69%	÷0.920	×0.830	—	×1.027	7.13%
Triples /BIP	3.85%	÷1.150	×0.800	—	×1.027	2.75%
Home runs /BIP	3.85%	÷0.954	×0.900	—	×1.027	3.73%

Factors used: league row CAR. Park (home-season share, regressed): HR 91, 1B 105, 2B 84, 3B 130, K 110, BB 103 — applied at half strength. Age: age 21 vs a level average of 22.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average).

Result: wOBA .304 → .237; ISO .189 → .147; BABIP .320 → .291. 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 — .