Kila Ka'aihue

Pos1B

B/TL/R

Born1984-03-29

Age (2027)43

No MLB projection yet. Career stats below are historical.

Overview

AAALAST SEASON 2015

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2012	28	AAASF	305	.256/.372/.496	15	1	95	—	.219/.299/.411
2012	28	MLBOakland Athle…	139	.234/.295/.398	4	1	98	-0.7
2013	29	AAAARI	235	.312/.431/.620	16	0	117	—	.240/.332/.446
2015	31	AAANew Orleans Z…	359	.195/.323/.308	7	0	36	—	.153/.242/.231
2016	32	No MLB games played
2017	33	No MLB games played
2018	34	No MLB games played
2019	35	No MLB games played
2020	36	No MLB games played
2021	37	No MLB games played
2022	38	No MLB games played
2023	39	No MLB games played
2024	40	No MLB games played
2025	41	No MLB games played
2026	42	No MLB games played

Last 3 seasons WAR -0.7

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)
2005	21	A+	High Desert Mavericks	—	605	493	150	31	2	20	97	97	12	2	1	304	430	497	927	193	343	16	16	411	118	—	—	—	—	—	—
2006	22	AA	Wichita Wranglers	—	395	327	65	15	0	6	49	73	4	0	1	199	311	300	610	101	229	18	12	275	49	—	—	—	—	—	—
2007	23	AA	Wichita Wranglers	—	288	244	60	13	0	12	41	40	2	0	0	246	359	447	806	201	250	14	14	359	84	—	—	—	—	—	—
2007	23	A+	Wilmington Blue Rocks	—	253	207	52	8	0	9	35	38	4	1	0	251	370	420	790	169	257	15	14	348	82	—	—	—	—	—	—
2008	24	MLB	Kansas City Royals	—	24	21	6	0	0	1	3	2	0	0	0	286	375	429	804	143	278	8	12	362	131	+1	+0	-1	-10	+1	-0.9
2008	24	AAA	Omaha Royals	—	139	114	36	4	0	11	24	26	1	0	0	316	439	640	1.079	325	325	19	17	464	138	—	—	—	—	—	—
2008	24	AA	Northwest Arkansas Naturals	—	376	287	90	11	0	26	80	41	4	3	2	314	469	624	1.093	310	284	11	21	465	157	—	—	—	—	—	—
2009	25	AAA	Omaha Royals	—	555	441	111	27	1	17	102	85	4	0	1	252	397	433	830	181	272	15	18	370	92	—	—	—	—	—	—
2010	26	MLB	Kansas City Royals	—	206	180	39	6	1	8	24	39	0	0	1	217	309	394	703	178	231	19	12	313	98	-0	-0	-0	-11	+4	-0.8
2010	26	AAA	Omaha Royals	—	416	323	103	16	1	24	88	69	1	2	0	319	466	598	1.064	279	339	17	21	458	139	—	—	—	—	—	—
2011	27	MLB	Kansas City Royals	—	96	82	16	4	0	2	12	26	0	0	0	195	298	317	615	122	255	27	12	278	77	-3	+0	-2	-9	+2	-1.2
2011	27	AAA	Omaha Storm Chasers	—	388	323	88	19	0	11	57	81	2	1	1	272	385	433	818	161	325	21	15	363	84	—	—	—	—	—	—
2012	28	MLB	Oakland Athletics	—	139	128	30	9	0	4	10	28	1	1	0	234	295	398	693	164	271	20	7	309	98	-0	+0	-1	-8	+3	-0.7
2012	28	AAA	Sacramento River Cats	—	305	254	65	16	0	15	44	60	3	1	1	256	372	496	868	240	273	20	14	378	95	—	—	—	—	—	—
2013	29	AAA	Reno Aces	—	235	192	60	9	1	16	38	41	2	0	1	312	431	620	1.051	307	319	17	16	448	117	—	—	—	—	—	—
2015	31	AAA	New Orleans Zephyrs	—	359	302	59	13	0	7	55	61	2	0	0	195	323	308	631	113	222	17	15	296	36	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	465	411	91	19	1	15	49	95	1	1	1	221	306	382	688	161	251	20	11	307	94	-3	-0	-5	-37	+10	-3.7
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2005	21	A+ MLE	High Desert Mavericks	—	605	521	136	26	2	19	69	130	12	2	1	261	360	428	788	167	306	21	11	342	118	—	—	—	—	—	—
2006	22	AA MLE	Wichita Wranglers	—	395	340	61	13	0	5	36	89	4	0	1	179	266	262	528	82	209	23	9	240	49	—	—	—	—	—	—
2007	23	AA MLE	Wichita Wranglers	—	288	258	54	11	0	10	27	49	2	0	0	209	289	368	657	159	222	17	9	293	84	—	—	—	—	—	—
2007	23	A+ MLE	Wilmington Blue Rocks	—	253	220	47	7	0	8	22	54	4	1	0	214	297	355	651	141	227	21	9	289	82	—	—	—	—	—	—
2008	24	MLB MLE	Kansas City Royals	—	24	21	6	0	0	1	3	2	0	0	0	286	375	429	804	143	278	8	12	362	131	+1	+0	-1	-10	+1	-0.9
2008	24	AAA MLE	Omaha Royals	—	139	120	31	3	0	9	18	33	1	0	0	258	360	508	868	250	288	24	13	372	138	—	—	—	—	—	—
2008	24	AA MLE	Northwest Arkansas Naturals	—	376	315	87	10	0	23	52	50	4	3	2	276	385	527	912	251	257	13	14	400	157	—	—	—	—	—	—
2009	25	AAA MLE	Omaha Royals	—	555	473	100	23	1	14	70	110	4	0	1	211	318	353	671	142	237	20	13	304	92	—	—	—	—	—	—
2010	26	MLB MLE	Kansas City Royals	—	206	182	40	6	1	9	22	39	0	0	1	220	304	412	716	192	231	19	11	313	98	-0	-0	-0	-11	+4	-0.8
2010	26	AAA MLE	Omaha Royals	—	416	354	94	14	1	21	57	93	1	2	0	266	369	489	858	223	296	22	14	373	139	—	—	—	—	—	—
2011	27	MLB MLE	Kansas City Royals	—	96	82	16	4	0	2	12	26	0	0	0	195	298	317	615	122	255	27	12	283	77	-3	+0	-2	-9	+2	-1.2
2011	27	AAA MLE	Omaha Storm Chasers	—	388	343	79	15	0	7	37	108	2	1	1	230	309	335	644	105	300	28	10	292	84	—	—	—	—	—	—
2012	28	MLB MLE	Oakland Athletics	—	139	128	30	9	0	4	10	28	1	1	0	234	295	398	693	164	271	20	7	313	98	-0	+0	-1	-8	+3	-0.7
2012	28	AAA MLE	Sacramento River Cats	—	305	270	59	13	0	13	28	75	3	1	1	219	299	411	710	193	241	25	9	308	95	—	—	—	—	—	—
2013	29	AAA MLE	Reno Aces	—	235	204	49	7	1	11	26	53	2	0	1	240	332	446	778	206	259	23	11	341	117	—	—	—	—	—	—
2015	31	AAA MLE	New Orleans Zephyrs	—	359	321	49	10	0	5	36	78	2	0	0	153	242	231	473	78	183	22	10	222	36	—	—	—	—	—	—
2005	21	A+ MLE	High Desert Mavericks	—	605	521	136	26	2	19	69	130	12	2	1	261	360	428	788	167	312	21	11	342	118	—	—	—	—	—	—
2005	21	A+ RAW	High Desert Mavericks	—	605	493	150	31	2	20	97	97	12	2	1	304	430	497	927	193	343	16	16	411	118	—	—	—	—	—	—
2006	22	AA MLE	Wichita Wranglers	—	395	340	61	13	0	5	36	89	4	0	1	179	266	262	528	82	219	23	9	240	49	—	—	—	—	—	—
2006	22	AA RAW	Wichita Wranglers	—	395	327	65	15	0	6	49	73	4	0	1	199	311	300	610	101	229	18	12	275	49	—	—	—	—	—	—
2007	23	AA MLE	2 teams	—	541	478	102	18	0	18	49	103	6	1	0	213	295	364	659	151	231	19	9	291	83	—	—	—	—	—	—
2007	23	AA RAW	2 teams	—	541	451	112	21	0	21	76	78	6	1	0	248	364	435	799	186	253	14	14	354	83	—	—	—	—	—	—
2008	24	AA MLE	3 teams	—	539	456	126	14	0	33	73	86	5	3	2	276	382	524	906	248	272	16	14	391	151	—	—	—	—	—	—
2008	24	AA RAW	3 teams	—	539	422	132	15	0	38	107	69	5	3	2	313	457	618	1.075	306	294	13	20	460	151	—	—	—	—	—	—
2009	25	AAA MLE	Omaha Royals	—	555	473	100	23	1	14	70	110	4	0	1	211	318	353	671	142	242	20	13	304	92	—	—	—	—	—	—
2009	25	AAA RAW	Omaha Royals	—	555	441	111	27	1	17	102	85	4	0	1	252	397	433	830	181	272	15	18	370	92	—	—	—	—	—	—
2010	26	AAA MLE	2 teams	—	622	536	133	20	2	29	79	132	1	2	1	248	346	455	801	207	274	21	13	353	125	—	—	—	—	—	—
2010	26	AAA RAW	2 teams	—	622	503	142	22	2	32	112	108	1	2	1	282	414	525	939	243	300	17	18	410	125	—	—	—	—	—	—
2011	27	AAA MLE	2 teams	—	484	425	96	19	0	10	49	134	2	1	1	226	309	341	650	115	299	28	10	290	83	—	—	—	—	—	—
2011	27	AAA RAW	2 teams	—	484	405	104	23	0	13	69	107	2	1	1	257	368	410	778	153	312	22	14	347	83	—	—	—	—	—	—
2012	28	AAA MLE	2 teams	—	444	398	88	21	0	17	38	103	4	2	1	221	295	402	697	181	252	23	9	310	96	—	—	—	—	—	—
2012	28	AAA RAW	2 teams	—	444	382	95	25	0	19	54	88	4	2	1	249	348	463	811	215	272	20	12	357	96	—	—	—	—	—	—
2013	29	AAA MLE	Reno Aces	—	235	204	49	7	1	11	26	53	2	0	1	240	332	446	778	206	266	23	11	341	117	—	—	—	—	—	—
2013	29	AAA RAW	Reno Aces	—	235	192	60	9	1	16	38	41	2	0	1	312	431	620	1.051	307	319	17	16	448	117	—	—	—	—	—	—
2015	31	AAA MLE	New Orleans Zephyrs	—	359	321	49	10	0	5	36	78	2	0	0	153	242	231	473	78	185	22	10	222	36	—	—	—	—	—	—
2015	31	AAA RAW	New Orleans Zephyrs	—	359	302	59	13	0	7	55	61	2	0	0	195	323	308	631	113	222	17	15	296	36	—	—	—	—	—	—
2005	21	A+ MLE	High Desert Mavericks	—	605	519	136	26	2	19	69	130	12	2	1	262	360	430	790	168	306	21	11	342	118	—	—	—	—	—	—
2006	22	AA MLE	Wichita Wranglers	—	395	352	61	13	0	5	36	89	4	0	1	173	266	253	519	80	209	23	9	240	49	—	—	—	—	—	—
2007	23	AA MLE	2 teams	—	541	481	102	18	0	18	49	103	6	1	0	212	295	362	656	150	224	19	9	291	83	—	—	—	—	—	—
2008	24	AA MLE	3 teams	—	539	456	126	14	0	33	73	86	5	3	2	276	382	524	906	248	266	16	14	391	151	—	—	—	—	—	—
2009	25	AAA MLE	Omaha Royals	—	555	476	100	23	1	14	70	110	4	0	1	210	318	351	669	141	237	20	13	304	92	—	—	—	—	—	—
2010	26	AAA MLE	2 teams	—	622	537	133	20	2	29	79	132	1	2	1	248	346	454	800	207	275	21	13	353	125	—	—	—	—	—	—
2011	27	AAA MLE	2 teams	—	484	430	96	19	0	10	49	134	2	1	1	223	309	337	646	114	291	28	10	290	83	—	—	—	—	—	—
2012	28	AAA MLE	2 teams	—	444	399	88	21	0	17	38	103	4	2	1	221	295	401	696	180	250	23	9	310	96	—	—	—	—	—	—
2013	29	AAA MLE	Reno Aces	—	235	205	49	7	1	11	26	53	2	0	1	239	332	444	776	205	259	23	11	341	117	—	—	—	—	—	—
2015	31	AAA MLE	New Orleans Zephyrs	—	359	318	49	10	0	5	36	78	2	0	0	154	242	233	475	79	183	22	10	222	36	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	465	411	91	19	1	15	49	95	1	1	1	221	306	382	688	161	251	20	11	307	98	-3	-0	-5	-37	+10	-3.7
/ 162G	—	A+C		—	650	575	127	27	1	21	68	133	1	1	1	221	304	381	685	160	250	20	10	307	98	-5	-0	-7	-52	+14	-5.1
Career	—	MLE		—	4779	4152	940	171	6	161	525	1018	42	11	9	226	319	387	706	160	258	21	11	313	98	-3	-0	-5	-37	+10	-3.7
/ 162G	—	MLE		—	650	565	128	23	1	22	71	138	6	1	1	227	319	388	707	161	257	21	11	313	98	-5	-0	-7	-52	+14	-5.1

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.

2015 AAANew Orleans Zephyrs · 359 PAwOBA .286 → .222 (−64)K% 17.0% → 21.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.99%	÷1.016	×1.290	—	—	21.57%
BB% (unintentional) /PA	14.48%	÷0.997	×0.710	—	×0.962	9.92%
HBP% /PA	0.56%	—	×0.980	—	×0.962	0.53%
Singles /BIP	16.18%	÷0.969	×0.900	×0.963	×0.962	13.92%
Doubles /BIP	5.39%	÷1.012	×0.810	×0.963	×0.962	4.00%
Triples /BIP	0.00%	÷0.985	×0.810	×0.963	×0.962	0.00%
Home runs /BIP	2.90%	÷0.975	×0.780	—	×0.962	2.24%

Factors used: league row PCL. Park (home-season share, regressed): HR 95, 1B 94, 2B 102, 3B 97, K 103, BB 99 — 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 ×0.963.

Result: wOBA .286 → .222; ISO .113 → .087; BABIP .222 → .183. 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 AAAReno Aces · 235 PAwOBA .438 → .341 (−97)K% 17.4% → 22.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	17.45%	÷1.000	×1.290	—	—	22.51%
BB% (unintentional) /PA	14.89%	÷0.947	×0.710	—	×0.982	10.96%
HBP% /PA	0.85%	—	×0.980	—	×0.982	0.82%
Singles /BIP	22.52%	÷1.018	×0.900	×0.990	×0.982	19.35%
Doubles /BIP	5.96%	÷0.994	×0.810	×0.990	×0.982	4.72%
Triples /BIP	0.66%	÷1.150	×0.810	×0.990	×0.982	0.45%
Home runs /BIP	10.60%	÷1.121	×0.780	—	×0.982	7.24%

Factors used: league row PCL. Park (home-season share, regressed): HR 124, 1B 104, 2B 99, 3B 130, K 100, BB 89 — 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 ×0.990.

Result: wOBA .438 → .341; ISO .307 → .220; BABIP .319 → .259. 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 AAASacramento River Cats · 305 PAwOBA .371 → .308 (−63)K% 19.7% → 24.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.67%	÷1.034	×1.290	—	—	24.55%
BB% (unintentional) /PA	13.77%	÷1.064	×0.710	—	×0.992	9.12%
HBP% /PA	0.98%	—	×0.980	—	×0.992	0.96%
Singles /BIP	17.53%	÷0.940	×0.900	×1.001	×0.992	16.66%
Doubles /BIP	8.25%	÷1.045	×0.810	×1.001	×0.992	6.35%
Triples /BIP	0.00%	÷1.062	×0.810	×1.001	×0.992	0.00%
Home runs /BIP	7.73%	÷0.925	×0.780	—	×0.992	6.46%

Factors used: league row PCL. Park (home-season share, regressed): HR 85, 1B 88, 2B 109, 3B 112, K 107, BB 113 — 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 ×1.001.

Result: wOBA .371 → .308; ISO .240 → .202; BABIP .273 → .241. 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 AAAOmaha Storm Chasers · 388 PAwOBA .357 → .292 (−65)K% 20.9% → 27.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	20.88%	÷0.970	×1.290	—	—	27.78%
BB% (unintentional) /PA	13.92%	÷1.028	×0.710	—	×1.003	9.64%
HBP% /PA	0.52%	—	×0.980	—	×1.003	0.51%
Singles /BIP	23.97%	÷0.929	×0.900	×1.013	×1.003	23.58%
Doubles /BIP	7.85%	÷1.033	×0.810	×1.013	×1.003	6.25%
Triples /BIP	0.00%	÷0.932	×0.810	×1.013	×1.003	0.00%
Home runs /BIP	4.55%	÷1.161	×0.780	—	×1.003	3.06%

Factors used: league row PCL. Park (home-season share, regressed): HR 132, 1B 86, 2B 107, 3B 86, K 94, BB 106 — 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 ×1.013.

Result: wOBA .357 → .292; ISO .161 → .115; BABIP .325 → .300. 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 AAAOmaha Royals · 416 PAwOBA .446 → .373 (−73)K% 16.6% → 22.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.59%	÷0.959	×1.290	—	—	22.32%
BB% (unintentional) /PA	19.71%	÷1.034	×0.710	—	×1.018	13.77%
HBP% /PA	0.24%	—	×0.980	—	×1.018	0.24%
Singles /BIP	24.41%	÷1.002	×0.900	×0.981	×1.018	21.89%
Doubles /BIP	6.30%	÷0.932	×0.810	×0.981	×1.018	5.46%
Triples /BIP	0.39%	÷1.150	×0.810	×0.981	×1.018	0.28%
Home runs /BIP	9.45%	÷0.967	×0.780	—	×1.018	7.76%

Factors used: league row PCL. Park (home-season share, regressed): HR 93, 1B 100, 2B 86, 3B 130, K 92, BB 107 — 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 ×0.981.

Result: wOBA .446 → .373; ISO .279 → .240; BABIP .339 → .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).

2009 AAAOmaha Royals · 555 PAwOBA .362 → .304 (−58)K% 15.3% → 19.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.32%	÷1.000	×1.290	—	—	19.76%
BB% (unintentional) /PA	17.30%	÷1.000	×0.710	—	×1.033	12.69%
HBP% /PA	0.72%	—	×0.980	—	×1.033	0.73%
Singles /BIP	18.54%	÷1.000	×0.900	×0.974	×1.033	16.79%
Doubles /BIP	7.58%	÷1.000	×0.810	×0.974	×1.033	6.18%
Triples /BIP	0.28%	÷1.000	×0.810	×0.974	×1.033	0.23%
Home runs /BIP	4.78%	÷1.000	×0.780	—	×1.033	3.85%

Factors used: league row PCL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×0.974.

Result: wOBA .362 → .304; ISO .181 → .153; BABIP .272 → .237. 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).

2008 AANorthwest Arkansas Naturals · 376 PAwOBA .455 → .400 (−56)K% 10.9% → 13.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	10.90%	÷1.000	×1.220	—	—	13.30%
BB% (unintentional) /PA	19.41%	÷1.000	×0.700	—	×1.012	13.75%
HBP% /PA	1.06%	—	×0.870	—	×1.012	0.94%
Singles /BIP	21.54%	÷1.000	×0.920	×1.003	×1.012	20.12%
Doubles /BIP	4.47%	÷1.000	×0.840	×1.003	×1.012	3.81%
Triples /BIP	0.00%	÷1.000	×0.940	×1.003	×1.012	0.00%
Home runs /BIP	10.57%	÷1.000	×0.800	—	×1.012	8.56%

Factors used: league row TL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 24 vs a level average of 24.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.003.

Result: wOBA .455 → .400; ISO .310 → .278; BABIP .284 → .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).

2008 AAAOmaha Royals · 139 PAwOBA .452 → .372 (−80)K% 18.7% → 24.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.71%	÷1.000	×1.290	—	—	24.13%
BB% (unintentional) /PA	17.27%	÷1.000	×0.710	—	×1.048	12.85%
HBP% /PA	0.72%	—	×0.980	—	×1.048	0.74%
Singles /BIP	23.86%	÷1.000	×0.900	×0.982	×1.048	22.11%
Doubles /BIP	4.55%	÷1.000	×0.810	×0.982	×1.048	3.79%
Triples /BIP	0.00%	÷1.000	×0.810	×0.982	×1.048	0.00%
Home runs /BIP	12.50%	÷1.000	×0.780	—	×1.048	10.22%

Factors used: league row PCL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.982.

Result: wOBA .452 → .372; ISO .325 → .262; BABIP .325 → .288. 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).