Pat Valaika

PosSS

B/TR/R

Born1992-09-09

Age (2027)34

No MLB projection yet. Career stats below are historical.

Overview

AAALAST SEASON 2023

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2021	28	AAABAL	82	.225/.244/.312	2	0	11	—	.173/.183/.222
2021	28	MLBBAL	281	.201/.253/.290	5	1	49	-0.8
2022	29	AAAATL	466	.242/.307/.368	10	2	43	—	.194/.241/.284
2023	30	AAAOklahoma City…	241	.233/.321/.362	6	2	43	—	.183/.245/.269
2024	31	No MLB games played
2025	32	No MLB games played
2026	33	No MLB games played

Last 3 seasons WAR -0.8

Contract

No contract data on file.

Skills · percentileStatcast 2019-2021

Speed40

Barrel%31

Avg EV31

xwOBA23

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)
2014	21	A+	Modesto Nuts	—	362	331	90	14	5	8	24	101	1	7	6	272	323	417	740	145	366	28	7	324	50	—	—	—	—	—	—
2014	21	A	Asheville Tourists	—	144	127	47	12	1	4	9	26	1	12	2	370	416	575	991	205	430	18	6	413	102	—	—	—	—	—	—
2015	22	AA	New Britain Rock Cats	—	512	469	110	25	5	8	29	118	2	19	7	235	282	360	642	126	292	23	6	281	46	—	—	—	—	—	—
2016	23	MLB	Colorado Rockies	—	19	19	5	1	0	1	0	8	0	0	0	263	263	474	737	211	400	42	0	320	90	-0	+0	-1	+2	+0	0.1
2016	23	AAA	Albuquerque Isotopes	—	115	110	23	8	1	1	2	28	1	2	0	209	230	327	557	118	265	24	2	242	5	—	—	—	—	—	—
2016	23	AA	Hartford Yard Goats	—	474	431	116	33	3	13	28	95	2	8	9	269	317	450	767	181	315	20	6	329	72	—	—	—	—	—	—
2016	23	INTL	Salt River Rafters	—	84	76	20	3	0	0	6	12	1	1	2	263	325	303	628	39	308	14	7	288	81	—	—	—	—	—	—
2017	24	MLB	Colorado Rockies	—	195	182	47	11	0	13	7	53	0	0	0	258	286	533	819	275	291	27	4	343	104	+1	+0	+1	+3	+4	0.9
2017	24	AAA	Albuquerque Isotopes	—	50	45	12	2	1	1	4	11	0	0	0	267	327	422	749	156	333	22	8	326	53	—	—	—	—	—	—
2018	25	MLB	Colorado Rockies	—	133	122	19	5	0	2	9	30	0	0	0	156	214	246	460	90	189	23	7	208	23	-12	+0	-2	+1	+3	-1.1
2018	25	AAA	Albuquerque Isotopes	—	147	139	30	4	1	8	7	30	0	1	1	216	253	432	685	216	216	20	5	297	28	—	—	—	—	—	—
2018	25	INTL	Naranjeros de Hermosillo	—	28	27	1	0	0	0	0	7	1	0	0	37	71	37	108		50	25	0	59	-74	—	—	—	—	—	—
2019	26	MLB	Colorado Rockies	—	86	79	15	5	1	1	7	34	0	0	0	190	256	316	572	127	318	40	8	259	53	-5	+0	+3	+2	+2	0.1
2019	26	AAA	Albuquerque Isotopes	—	383	350	112	26	1	22	27	90	0	5	1	320	369	589	957	269	370	23	7	409	83	—	—	—	—	—	—
2020	27	MLB	Baltimore Orioles	—	150	141	39	4	0	8	8	34	0	0	2	277	315	475	791	199	313	23	5	345	112	+2	-1	-4	+2	+3	0.3
2021	28	MLB	Baltimore Orioles	—	281	259	52	8	0	5	16	76	2	1	1	201	253	290	542	89	260	27	6	244	49	-17	-0	+2	+1	+6	-0.8
2021	28	AAA	Norfolk Tides	—	82	80	18	1	0	2	2	22	0	0	0	225	244	312	556	87	286	27	2	249	11	—	—	—	—	—	—
2022	29	AAA	Gwinnett Stripers	—	466	421	102	23	0	10	38	96	1	2	1	242	307	368	675	126	287	21	8	300	43	—	—	—	—	—	—
2023	30	AAA	Oklahoma City Dodgers	—	241	210	49	7	1	6	26	53	1	2	0	233	321	362	683	129	277	22	11	306	43	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	864	802	177	34	1	30	47	235	2	1	3	221	266	378	643	157	272	27	5	282	77	-24	-1	-1	+11	+19	0.3
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2014	21	A+ MLE	Modesto Nuts	—	362	338	71	10	3	7	17	139	1	7	6	210	250	320	570	109	315	38	5	242	50	—	—	—	—	—	—
2014	21	A MLE	Asheville Tourists	—	144	131	38	8	1	2	5	36	1	12	2	290	321	412	733	122	352	25	3	319	102	—	—	—	—	—	—
2015	22	AA MLE	New Britain Rock Cats	—	512	476	97	21	5	5	22	148	2	19	7	204	242	300	542	97	270	29	4	236	46	—	—	—	—	—	—
2016	23	MLB MLE	Colorado Rockies	—	19	19	5	1	0	1	0	8	0	0	0	263	263	474	737	211	400	42	0	301	90	-0	+0	-1	+2	+0	0.1
2016	23	AAA MLE	Albuquerque Isotopes	—	115	111	18	6	1	1	1	38	1	2	0	162	177	261	438	99	217	33	1	176	5	—	—	—	—	—	—
2016	23	AA MLE	Hartford Yard Goats	—	474	439	103	27	3	9	20	113	2	8	9	235	271	371	642	137	283	24	4	274	72	—	—	—	—	—	—
2017	24	MLB MLE	Colorado Rockies	—	195	182	45	11	0	12	7	53	0	0	0	247	275	505	781	258	291	27	4	322	104	+1	+0	+1	+3	+4	0.9
2017	24	AAA MLE	Albuquerque Isotopes	—	50	46	11	2	1	1	3	15	0	0	0	239	286	391	677	152	289	30	6	247	53	—	—	—	—	—	—
2018	25	MLB MLE	Colorado Rockies	—	133	122	19	5	0	2	9	30	0	0	0	156	214	246	460	90	189	23	7	202	23	-12	+0	-2	+1	+3	-1.1
2018	25	AAA MLE	Albuquerque Isotopes	—	147	141	22	3	1	5	5	40	0	1	1	156	185	298	483	142	176	27	3	209	28	—	—	—	—	—	—
2019	26	MLB MLE	Colorado Rockies	—	86	79	15	5	1	1	7	34	0	0	0	190	256	316	572	127	318	40	8	246	53	-5	+0	+3	+2	+2	0.1
2019	26	AAA MLE	Albuquerque Isotopes	—	383	357	84	17	1	14	20	121	0	5	1	235	276	406	682	171	299	32	5	291	83	—	—	—	—	—	—
2020	27	MLB MLE	Baltimore Orioles	—	150	141	38	4	0	7	8	34	0	0	2	270	309	447	756	177	313	23	5	334	112	+2	-1	-4	+2	+3	0.3
2021	28	MLB MLE	Baltimore Orioles	—	281	259	52	8	0	5	16	76	2	1	1	201	253	290	542	89	260	27	6	240	49	-17	-0	+2	+1	+6	-0.8
2021	28	AAA MLE	Norfolk Tides	—	82	81	14	1	0	1	1	27	0	0	0	173	183	222	405	49	248	33	1	185	11	—	—	—	—	—	—
2022	29	AAA MLE	Gwinnett Stripers	—	466	433	84	18	0	7	26	115	1	2	1	194	241	284	525	90	239	25	6	232	43	—	—	—	—	—	—
2023	30	AAA MLE	Oklahoma City Dodgers	—	241	219	40	5	1	4	17	63	1	2	0	183	245	269	514	87	225	26	7	232	43	—	—	—	—	—	—
2014	21	A+ MLE	2 teams	—	506	468	108	18	4	9	23	174	2	19	8	231	270	344	614	113	341	34	5	264	65	—	—	—	—	—	—
2014	21	A+ RAW	2 teams	—	506	458	137	26	6	12	33	127	2	19	8	299	349	461	810	162	386	25	7	349	65	—	—	—	—	—	—
2015	22	AA MLE	New Britain Rock Cats	—	512	476	97	21	5	5	22	148	2	19	7	204	242	300	542	97	280	29	4	236	46	—	—	—	—	—	—
2015	22	AA RAW	New Britain Rock Cats	—	512	469	110	25	5	8	29	118	2	19	7	235	282	360	642	126	292	23	6	281	46	—	—	—	—	—	—
2016	23	AA MLE	4 teams	—	692	648	142	38	4	12	24	181	4	11	11	219	251	346	597	127	281	26	3	256	60	—	—	—	—	—	—
2016	23	AA RAW	4 teams	—	692	636	164	45	4	15	36	143	4	11	11	258	302	412	714	154	307	21	5	309	60	—	—	—	—	—	—
2017	24	MLB MLE	2 teams	—	245	228	54	12	1	12	10	68	0	0	0	237	269	456	725	219	282	28	4	307	94	-2	+0	+1	+3	+5	0.7
2017	24	MLB RAW	2 teams	—	245	227	59	13	1	14	11	64	0	0	0	260	294	511	805	251	300	26	4	339	94	-2	+0	+1	+3	+5	0.7
2018	25	AAA MLE	3 teams	—	308	289	46	9	1	8	15	76	1	1	1	159	203	280	484	121	184	25	5	206	25	—	—	—	—	—	—
2018	25	AAA RAW	3 teams	—	308	288	50	9	1	10	16	67	1	1	1	174	220	316	536	142	189	22	5	237	25	—	—	—	—	—	—
2019	26	AAA MLE	2 teams	—	469	436	97	22	1	15	27	155	0	5	1	222	268	381	649	158	303	33	6	283	78	—	—	—	—	—	—
2019	26	AAA RAW	2 teams	—	469	429	127	31	2	23	34	124	0	5	1	296	348	538	886	242	362	26	7	381	78	—	—	—	—	—	—
2020	27	MLB MLE	Baltimore Orioles	—	150	141	38	4	0	7	8	34	0	0	2	270	309	447	756	177	310	23	5	334	112	+2	-1	-4	+2	+3	0.3
2020	27	MLB RAW	Baltimore Orioles	—	150	141	39	4	0	8	8	34	0	0	2	277	315	475	791	199	313	23	5	345	112	+2	-1	-4	+2	+3	0.3
2021	28	MLB MLE	2 teams	—	363	340	66	9	0	6	17	103	2	1	1	194	237	274	510	79	256	28	5	228	40	-26	-0	+2	+1	+8	-1.5
2021	28	MLB RAW	2 teams	—	363	339	70	9	0	7	18	98	2	1	1	206	251	295	546	88	266	27	5	245	40	-26	-0	+2	+1	+8	-1.5
2022	29	AAA MLE	Gwinnett Stripers	—	466	433	84	18	0	7	26	115	1	2	1	194	241	284	525	90	243	25	6	232	43	—	—	—	—	—	—
2022	29	AAA RAW	Gwinnett Stripers	—	466	421	102	23	0	10	38	96	1	2	1	242	307	368	675	126	287	21	8	300	43	—	—	—	—	—	—
2023	30	AAA MLE	Oklahoma City Dodgers	—	241	219	40	5	1	4	17	63	1	2	0	183	245	269	514	87	231	26	7	232	43	—	—	—	—	—	—
2023	30	AAA RAW	Oklahoma City Dodgers	—	241	210	49	7	1	6	26	53	1	2	0	233	321	362	683	129	277	22	11	306	43	—	—	—	—	—	—
2014	21	A+ MLE	2 teams	—	506	476	108	18	4	9	23	174	2	19	8	227	270	338	608	111	326	34	5	264	65	—	—	—	—	—	—
2015	22	AA MLE	New Britain Rock Cats	—	512	483	97	21	5	5	22	148	2	19	7	201	242	296	538	95	270	29	4	236	46	—	—	—	—	—	—
2016	23	AA MLE	4 teams	—	692	659	142	38	4	12	24	181	4	11	11	215	251	340	591	124	274	26	3	256	60	—	—	—	—	—	—
2017	24	MLB MLE	2 teams	—	245	233	54	12	1	12	10	68	0	0	0	232	269	446	715	215	290	28	4	307	94	—	—	—	—	—	—
2018	25	AAA MLE	3 teams	—	308	289	46	9	1	8	15	76	1	1	1	159	203	280	484	121	182	25	5	206	25	—	—	—	—	—	—
2019	26	AAA MLE	2 teams	—	469	439	97	22	1	15	27	155	0	5	1	221	268	378	646	157	303	33	6	283	78	—	—	—	—	—	—
2020	27	MLB MLE	Baltimore Orioles	—	150	141	38	4	0	7	8	34	0	0	2	270	309	447	756	177	313	23	5	334	112	—	—	—	—	—	—
2021	28	MLB MLE	2 teams	—	363	341	66	9	0	6	17	103	2	1	1	194	237	273	509	79	257	28	5	228	40	—	—	—	—	—	—
2022	29	AAA MLE	Gwinnett Stripers	—	466	436	84	18	0	7	26	115	1	2	1	193	241	282	523	89	239	25	6	232	43	—	—	—	—	—	—
2023	30	AAA MLE	Oklahoma City Dodgers	—	241	221	40	5	1	4	17	63	1	2	0	181	245	267	512	86	225	26	7	232	43	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	864	802	177	34	1	30	47	235	2	1	3	221	266	378	643	157	272	27	5	282	57	-24	-1	-1	+11	+19	0.3
/ 162G	—	A+C		—	650	603	134	26	1	23	35	177	2	1	2	222	267	383	650	161	273	27	5	282	57	-18	-1	-1	+8	+14	0.2
Career	—	MLE		—	3952	3678	772	156	17	85	189	1117	13	60	32	210	251	331	582	121	273	28	5	253	57	-24	-1	-1	+11	+19	0.3
/ 162G	—	MLE		—	650	605	128	26	3	14	31	184	2	10	5	212	252	334	586	122	276	28	5	253	57	-18	-1	-1	+8	+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.

2023 AAAOklahoma City Dodgers · 241 PAwOBA .301 → .232 (−69)K% 22.0% → 26.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	21.99%	÷1.003	×1.200	—	—	26.31%
BB% (unintentional) /PA	10.37%	÷0.976	×0.690	—	×0.962	7.05%
HBP% /PA	0.41%	—	×0.940	—	×0.962	0.38%
Singles /BIP	22.29%	÷1.021	×0.930	×0.950	×0.962	18.56%
Doubles /BIP	4.46%	÷0.983	×0.830	×0.950	×0.962	3.44%
Triples /BIP	0.64%	÷1.150	×0.970	×0.950	×0.962	0.49%
Home runs /BIP	3.82%	÷1.006	×0.700	—	×0.962	2.56%

Factors used: league row International League. Park (home-season share, regressed): HR 101, 1B 104, 2B 97, 3B 130, K 101, BB 95 — 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 ×0.950.

Result: wOBA .301 → .232; ISO .129 → .092; BABIP .277 → .225. 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 AAAGwinnett Stripers · 466 PAwOBA .296 → .232 (−64)K% 20.6% → 24.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	20.60%	÷1.002	×1.200	—	—	24.68%
BB% (unintentional) /PA	8.15%	÷0.998	×0.690	—	×0.972	5.48%
HBP% /PA	0.21%	—	×0.940	—	×0.972	0.20%
Singles /BIP	21.23%	÷1.018	×0.930	×0.962	×0.972	18.14%
Doubles /BIP	7.08%	÷0.966	×0.830	×0.962	×0.972	5.68%
Triples /BIP	0.00%	÷1.150	×0.970	×0.962	×0.972	0.00%
Home runs /BIP	3.08%	÷0.981	×0.700	—	×0.972	2.13%

Factors used: league row International League. Park (home-season share, regressed): HR 96, 1B 104, 2B 93, 3B 130, K 100, BB 100 — 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 ×0.962.

Result: wOBA .296 → .232; ISO .126 → .093; BABIP .287 → .239. 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 AAANorfolk Tides · 82 PAwOBA .242 → .185 (−57)K% 26.8% → 32.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	26.83%	÷0.982	×1.200	—	—	32.79%
BB% (unintentional) /PA	2.44%	÷1.030	×0.690	—	×0.982	1.60%
HBP% /PA	0.00%	—	×0.940	—	×0.982	0.00%
Singles /BIP	25.86%	÷0.981	×0.930	×0.950	×0.982	22.88%
Doubles /BIP	1.72%	÷0.977	×0.830	×0.950	×0.982	1.37%
Triples /BIP	0.00%	÷1.150	×0.920	×0.950	×0.982	0.00%
Home runs /BIP	3.45%	÷1.009	×0.700	—	×0.982	2.35%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 102, 1B 96, 2B 95, 3B 130, K 96, BB 106 — 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 .242 → .185; ISO .087 → .057; BABIP .286 → .248. 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 · 383 PAwOBA .402 → .291 (−111)K% 23.5% → 31.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	23.50%	÷0.957	×1.290	—	—	31.69%
BB% (unintentional) /PA	7.05%	÷0.974	×0.710	—	×1.003	5.15%
HBP% /PA	0.00%	—	×0.980	—	×1.003	0.00%
Singles /BIP	24.23%	÷0.974	×0.900	×0.950	×1.003	21.34%
Doubles /BIP	10.00%	÷1.071	×0.810	×0.950	×1.003	7.21%
Triples /BIP	0.38%	÷1.150	×0.810	×0.950	×1.003	0.26%
Home runs /BIP	8.46%	÷1.136	×0.780	—	×1.003	5.83%

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 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 ×0.950.

Result: wOBA .402 → .291; ISO .269 → .174; BABIP .370 → .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).

2018 AAAAlbuquerque Isotopes · 147 PAwOBA .290 → .209 (−81)K% 20.4% → 26.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	20.41%	÷0.978	×1.290	—	—	26.93%
BB% (unintentional) /PA	4.76%	÷1.024	×0.710	—	×1.018	3.36%
HBP% /PA	0.00%	—	×0.980	—	×1.018	0.00%
Singles /BIP	15.60%	÷1.034	×0.900	×0.950	×1.018	13.13%
Doubles /BIP	3.67%	÷0.960	×0.810	×0.950	×1.018	2.99%
Triples /BIP	0.92%	÷0.973	×0.810	×0.950	×1.018	0.74%
Home runs /BIP	7.34%	÷1.162	×0.780	—	×1.018	5.02%

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 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 .290 → .209; ISO .216 → .144; BABIP .216 → .176. 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 AAAAlbuquerque Isotopes · 50 PAwOBA .317 → .247 (−70)K% 22.0% → 29.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	22.00%	÷0.956	×1.290	—	—	29.68%
BB% (unintentional) /PA	8.00%	÷0.996	×0.710	—	×1.033	5.89%
HBP% /PA	0.00%	—	×0.980	—	×1.033	0.00%
Singles /BIP	23.53%	÷1.019	×0.900	—	×1.033	21.46%
Doubles /BIP	5.88%	÷1.045	×0.810	—	×1.033	4.71%
Triples /BIP	2.94%	÷1.150	×0.810	—	×1.033	2.14%
Home runs /BIP	2.94%	÷1.202	×0.780	—	×1.033	1.97%

Factors used: league row PCL. Park (home-season share, regressed): HR 140, 1B 104, 2B 109, 3B 130, K 91, BB 99 — 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 .317 → .247; ISO .156 → .107; BABIP .333 → .289. 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 AAHartford Yard Goats · 474 PAwOBA .322 → .274 (−48)K% 20.0% → 23.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	20.04%	÷1.022	×1.220	—	—	23.92%
BB% (unintentional) /PA	5.91%	÷1.007	×0.700	—	×1.012	4.16%
HBP% /PA	0.42%	—	×0.850	—	×1.012	0.36%
Singles /BIP	19.94%	÷0.981	×0.970	×0.950	×1.012	18.96%
Doubles /BIP	9.82%	÷1.021	×0.860	×0.950	×1.012	7.95%
Triples /BIP	0.89%	÷0.900	×0.950	×0.950	×1.012	0.91%
Home runs /BIP	3.87%	÷1.094	×0.780	—	×1.012	2.79%

Factors used: league row EL. Park (home-season share, regressed): HR 119, 1B 96, 2B 104, 3B 80, K 104, BB 101 — 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 ×0.950.

Result: wOBA .322 → .274; ISO .181 → .143; BABIP .315 → .283. 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 AAAAlbuquerque Isotopes · 115 PAwOBA .240 → .176 (−63)K% 24.3% → 33.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	24.35%	÷0.948	×1.290	—	—	33.12%
BB% (unintentional) /PA	1.74%	÷1.083	×0.710	—	×1.048	1.19%
HBP% /PA	0.87%	—	×0.980	—	×1.048	0.89%
Singles /BIP	15.85%	÷1.032	×0.900	×0.950	×1.048	13.77%
Doubles /BIP	9.76%	÷1.050	×0.810	×0.950	×1.048	7.49%
Triples /BIP	1.22%	÷1.150	×0.810	×0.950	×1.048	0.86%
Home runs /BIP	1.22%	÷1.202	×0.780	—	×1.048	0.83%

Factors used: league row PCL. Park (home-season share, regressed): HR 140, 1B 106, 2B 110, 3B 130, K 90, BB 117 — 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 ×0.950.

Result: wOBA .240 → .176; ISO .118 → .079; BABIP .265 → .217. 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 — .