Tzu-Wei Lin

PosSS

B/TL/R

Born1994-02-15

Age (2027)33

No MLB projection yet. Career stats below are historical.

Overview

AAALAST SEASON 2022

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2020	26	MLBBOS	57	.154/.185/.173	0	0	-10	-0.6
2021	27	AAAMIN	30	.269/.367/.308	0	3	55	—	.222/.300/.259
2022	28	AAA/A/INTL2 orgs	235	.240/.358/.398	7	15	89	—	.143/.227/.228
2023	29	No MLB games played
2024	30	No MLB games played
2025	31	No MLB games played
2026	32	No MLB games played

Last 3 seasons WAR -0.6

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)
2012	18	ROK	GCL Red Sox	—	130	110	28	5	1	0	16	28	0	4	2	255	349	318	667	64	329	22	12	301	41	—	—	—	—	—	—
2014	20	A	Greenville Drive	—	467	402	92	22	1	1	54	74	0	10	7	229	320	296	616	67	272	16	12	281	47	—	—	—	—	—	—
2015	21	AA	Portland Sea Dogs	—	194	173	35	5	3	0	16	27	0	8	3	202	270	266	536	64	238	14	8	242	42	—	—	—	—	—	—
2015	21	A+	Salem Red Sox	—	307	281	79	12	3	2	22	32	0	15	3	281	333	367	700	85	309	10	7	312	72	—	—	—	—	—	—
2015	21	INTL	Scottsdale Scorpions	—	54	48	10	1	0	0	6	13	0	2	1	208	296	229	525	21	286	24	11	252	57	—	—	—	—	—	—
2016	22	AA	Portland Sea Dogs	—	411	372	83	10	5	2	34	55	0	10	7	223	288	293	581	70	256	13	8	264	48	—	—	—	—	—	—
2017	23	MLB	Boston Red Sox	—	66	56	15	0	2	0	9	17	0	1	1	268	369	339	709	71	385	26	14	322	106	+0	-0	-1	+1	+1	0.2
2017	23	AAA	Pawtucket Red Sox	—	154	141	32	5	1	2	11	28	0	2	4	227	283	319	602	92	270	18	7	270	47	—	—	—	—	—	—
2017	23	AA	Portland Sea Dogs	—	184	159	48	9	3	5	20	27	1	8	2	302	383	491	874	189	333	15	11	378	103	—	—	—	—	—	—
2018	24	MLB	Boston Red Sox	—	73	65	16	6	1	1	8	17	0	0	1	246	329	415	744	169	319	23	11	332	104	+0	-0	-2	+4	+2	0.4
2018	24	AAA	Pawtucket Red Sox	—	302	277	85	20	2	5	23	64	1	3	4	307	362	448	810	141	385	21	8	360	83	—	—	—	—	—	—
2019	25	MLB	Boston Red Sox	—	22	20	4	2	0	0	2	6	0	1	1	200	273	300	573	100	286	27	9	262	54	-1	-0	+0	+1	+0	0.0
2019	25	AAA	Pawtucket Red Sox	—	250	224	55	11	1	4	21	58	0	6	2	246	310	357	667	112	311	23	8	296	61	—	—	—	—	—	—
2020	26	MLB	Boston Red Sox	—	57	52	8	1	0	0	2	17	0	0	0	154	185	173	358	19	222	30	4	158	-10	-7	+0	-0	+1	+1	-0.6
2021	27	AAA	St. Paul Saints	—	30	26	7	1	0	0	4	8	0	3	0	269	367	308	674	38	389	27	13	317	55	—	—	—	—	—	—
2022	28	AAA	Syracuse Mets	—	106	92	14	3	0	2	13	28	0	4	1	152	257	250	507	98	194	26	12	238	10	—	—	—	—	—	—
2022	28	A	St. Lucie Mets	—	27	21	5	1	0	1	6	7	0	1	0	238	407	429	836	190	308	26	22	380	63	—	—	—	—	—	—
2022	28	INTL	Auckland Tuatara	—	102	83	28	4	1	4	15	9	2	10	0	337	450	554	1.004	217	338	9	15	433	179	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	218	193	43	9	3	1	21	57	0	2	3	223	299	316	615	93	309	26	10	277	73	-7	-1	-3	+7	+5	0.1
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2012	18	ROK MLE	GCL Red Sox	—	130	116	24	4	1	0	10	40	0	4	2	207	270	259	528	52	278	31	8	229	41	—	—	—	—	—	—
2014	20	A MLE	Greenville Drive	—	467	419	86	17	1	1	37	104	0	10	7	205	270	258	527	53	256	22	8	237	47	—	—	—	—	—	—
2015	21	AA MLE	Portland Sea Dogs	—	194	178	38	5	3	0	11	34	0	8	3	213	259	275	535	62	251	18	6	230	42	—	—	—	—	—	—
2015	21	A+ MLE	Salem Red Sox	—	307	289	75	11	2	2	14	47	0	15	3	260	294	332	626	73	298	15	5	275	72	—	—	—	—	—	—
2016	22	AA MLE	Portland Sea Dogs	—	411	383	83	9	5	1	23	68	0	10	7	217	261	274	535	57	257	17	6	239	48	—	—	—	—	—	—
2017	23	MLB MLE	Boston Red Sox	—	66	56	15	0	2	0	9	17	0	1	1	268	369	339	709	71	385	26	14	325	106	+0	-0	-1	+1	+1	0.2
2017	23	AAA MLE	Pawtucket Red Sox	—	154	144	30	4	1	2	8	34	0	2	4	208	250	292	542	83	262	22	5	238	47	—	—	—	—	—	—
2017	23	AA MLE	Portland Sea Dogs	—	184	166	45	7	3	4	13	34	1	8	2	271	328	422	749	151	305	18	7	321	103	—	—	—	—	—	—
2018	24	MLB MLE	Boston Red Sox	—	73	65	15	5	1	1	8	17	0	0	1	231	315	385	700	154	319	23	11	322	104	+0	-0	-2	+4	+2	0.4
2018	24	AAA MLE	Pawtucket Red Sox	—	302	285	75	16	2	3	15	77	1	3	4	263	302	365	667	102	349	25	5	291	83	—	—	—	—	—	—
2019	25	MLB MLE	Boston Red Sox	—	22	20	4	2	0	0	2	6	0	1	1	200	273	300	573	100	286	27	9	248	54	-1	-0	+0	+1	+0	0.0
2019	25	AAA MLE	Pawtucket Red Sox	—	250	230	51	10	1	3	16	70	0	6	2	222	273	313	587	91	294	28	6	258	61	—	—	—	—	—	—
2020	26	MLB MLE	Boston Red Sox	—	57	52	8	1	0	0	2	17	0	0	0	154	185	173	358	19	222	30	4	154	-10	-7	+0	-0	+1	+1	-0.6
2021	27	AAA MLE	St. Paul Saints	—	30	27	6	1	0	0	3	10	0	3	0	222	300	259	559	37	347	33	10	250	55	—	—	—	—	—	—
2022	28	AAA MLE	Syracuse Mets	—	106	96	13	3	0	1	9	35	0	4	1	135	210	198	407	62	183	33	8	183	10	—	—	—	—	—	—
2022	28	A MLE	St. Lucie Mets	—	27	23	4	1	0	1	4	10	0	1	0	174	296	348	644	174	246	37	15	261	63	—	—	—	—	—	—
2012	18	ROK MLE	GCL Red Sox	—	130	116	24	4	1	0	10	40	0	4	2	207	270	259	528	52	304	31	8	229	41	—	—	—	—	—	—
2012	18	ROK RAW	GCL Red Sox	—	130	110	28	5	1	0	16	28	0	4	2	255	349	318	667	64	329	22	12	301	41	—	—	—	—	—	—
2014	20	A MLE	Greenville Drive	—	467	419	86	17	1	1	37	104	0	10	7	205	270	258	527	53	265	22	8	237	47	—	—	—	—	—	—
2014	20	A RAW	Greenville Drive	—	467	402	92	22	1	1	54	74	0	10	7	229	320	296	616	67	272	16	12	281	47	—	—	—	—	—	—
2015	21	A+ MLE	3 teams	—	555	518	125	17	6	2	28	90	0	25	7	241	280	309	589	68	287	16	5	258	60	—	—	—	—	—	—
2015	21	A+ RAW	3 teams	—	555	502	124	18	6	2	44	72	0	25	7	247	308	319	626	72	283	13	8	282	60	—	—	—	—	—	—
2016	22	AA MLE	Portland Sea Dogs	—	411	383	83	9	5	1	23	68	0	10	7	217	261	274	535	57	260	17	6	239	48	—	—	—	—	—	—
2016	22	AA RAW	Portland Sea Dogs	—	411	372	83	10	5	2	34	55	0	10	7	223	288	293	581	70	256	13	8	264	48	—	—	—	—	—	—
2017	23	AA MLE	3 teams	—	404	365	91	12	6	6	31	85	1	11	7	249	310	364	674	115	308	21	8	290	82	—	—	—	—	—	—
2017	23	AA RAW	3 teams	—	404	356	95	14	6	7	40	72	1	11	7	267	343	399	741	132	315	18	10	328	82	—	—	—	—	—	—
2018	24	AAA MLE	2 teams	—	375	350	90	21	3	4	23	94	1	3	5	257	305	369	673	111	341	25	6	297	87	—	—	—	—	—	—
2018	24	AAA RAW	2 teams	—	375	342	101	26	3	6	31	81	1	3	5	295	356	442	797	146	373	22	8	354	87	—	—	—	—	—	—
2019	25	AAA MLE	2 teams	—	272	249	55	12	1	3	18	76	0	7	3	221	273	313	587	92	302	28	7	257	60	—	—	—	—	—	—
2019	25	AAA RAW	2 teams	—	272	244	59	13	1	4	23	64	0	7	3	242	307	352	660	111	309	24	8	293	60	—	—	—	—	—	—
2020	26	MLB MLE	Boston Red Sox	—	57	52	8	1	0	0	2	17	0	0	0	154	185	173	358	19	222	30	4	154	-10	-7	+0	-0	+1	+1	-0.6
2020	26	MLB RAW	Boston Red Sox	—	57	52	8	1	0	0	2	17	0	0	0	154	185	173	358	19	222	30	4	158	-10	-7	+0	-0	+1	+1	-0.6
2021	27	AAA MLE	St. Paul Saints	—	30	27	6	1	0	0	3	10	0	3	0	222	300	259	559	37	353	33	10	250	55	—	—	—	—	—	—
2021	27	AAA RAW	St. Paul Saints	—	30	26	7	1	0	0	4	8	0	3	0	269	367	308	674	38	389	27	13	317	55	—	—	—	—	—	—
2022	28	AAA MLE	3 teams	—	235	208	29	6	0	4	22	79	2	15	1	139	228	226	454	87	198	34	9	199	21	—	—	—	—	—	—
2022	28	AAA RAW	3 teams	—	235	196	47	8	1	7	34	44	2	15	1	240	358	398	756	158	274	19	14	339	21	—	—	—	—	—	—
2012	18	ROK MLE	GCL Red Sox	—	130	119	24	4	1	0	10	40	0	4	2	202	270	252	522	50	278	31	8	229	41	—	—	—	—	—	—
2014	20	A MLE	Greenville Drive	—	467	427	86	17	1	1	37	104	0	10	7	201	270	253	523	52	256	22	8	237	47	—	—	—	—	—	—
2015	21	A+ MLE	3 teams	—	555	522	125	17	6	2	28	90	0	25	7	239	280	307	587	67	280	16	5	258	60	—	—	—	—	—	—
2016	22	AA MLE	Portland Sea Dogs	—	411	385	83	9	5	1	23	68	0	10	7	216	261	273	534	57	257	17	6	239	48	—	—	—	—	—	—
2017	23	AA MLE	3 teams	—	404	369	91	12	6	6	31	85	1	11	7	247	310	360	670	114	302	21	8	290	82	—	—	—	—	—	—
2018	24	AAA MLE	2 teams	—	375	348	90	21	3	4	23	94	1	3	5	259	305	371	676	112	343	25	6	297	87	—	—	—	—	—	—
2019	25	AAA MLE	2 teams	—	272	252	55	12	1	3	18	76	0	7	3	218	273	310	583	91	293	28	7	257	60	—	—	—	—	—	—
2020	26	MLB MLE	Boston Red Sox	—	57	55	8	1	0	0	2	17	0	0	0	145	185	164	349	18	222	30	4	154	-10	—	—	—	—	—	—
2021	27	AAA MLE	St. Paul Saints	—	30	27	6	1	0	0	3	10	0	3	0	222	300	259	559	37	347	33	10	250	55	—	—	—	—	—	—
2022	28	AAA MLE	3 teams	—	235	209	29	6	0	4	22	79	2	15	1	139	228	225	453	86	196	34	9	199	21	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	218	193	43	9	3	1	21	57	0	2	3	223	299	316	615	93	309	26	10	277	57	-7	-1	-3	+7	+5	0.1
/ 162G	—	A+C		—	650	575	128	27	9	3	63	170	0	6	9	223	299	317	616	94	309	26	10	277	57	-21	-2	-10	+21	+14	0.2
Career	—	MLE		—	2936	2687	597	100	23	21	197	663	4	88	39	222	276	300	576	78	285	23	7	253	57	-7	-1	-3	+7	+5	0.1
/ 162G	—	MLE		—	650	595	132	22	5	5	44	147	1	19	9	222	277	301	577	79	284	23	7	253	57	-21	-2	-10	+21	+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.

2022 AAASyracuse Mets · 106 PAwOBA .232 → .183 (−49)K% 26.4% → 33.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	26.42%	÷0.961	×1.200	—	—	32.98%
BB% (unintentional) /PA	12.26%	÷1.019	×0.690	—	×0.992	8.24%
HBP% /PA	0.00%	—	×0.940	—	×0.992	0.00%
Singles /BIP	14.06%	÷0.953	×0.930	×1.012	×0.992	13.77%
Doubles /BIP	4.69%	÷0.951	×0.830	×1.012	×0.992	4.11%
Triples /BIP	0.00%	÷1.000	×0.970	×1.012	×0.992	0.00%
Home runs /BIP	3.12%	÷1.033	×0.700	—	×0.992	2.10%

Factors used: league row International League. Park (home-season share, regressed): HR 107, 1B 91, 2B 90, 3B 100, K 92, BB 104 — 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 ×1.012.

Result: wOBA .232 → .183; ISO .098 → .071; BABIP .194 → .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).

2022 ASt. Lucie Mets · 27 PAwOBA .371 → .261 (−111)K% 25.9% → 36.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	25.93%	÷0.959	×1.360	—	—	36.78%
BB% (unintentional) /PA	22.22%	÷1.081	×0.690	—	×0.940	13.34%
HBP% /PA	0.00%	—	×0.780	—	×0.940	0.00%
Singles /BIP	21.43%	÷1.052	×0.920	—	×0.940	17.62%
Doubles /BIP	7.14%	÷0.999	×0.830	—	×0.940	5.58%
Triples /BIP	0.00%	÷0.900	×0.910	—	×0.940	0.00%
Home runs /BIP	7.14%	÷0.949	×0.800	—	×0.940	5.66%

Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 90, 1B 110, 2B 100, 3B 80, K 92, BB 116 — applied at half strength. Age: age 28 vs a level average of 22.0 → −6.0% on BB/HBP/hit rates (6.0 yr older than average).

Result: wOBA .371 → .261; ISO .190 → .145; BABIP .308 → .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 AAASt. Paul Saints · 30 PAwOBA .309 → .250 (−59)K% 26.7% → 32.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	26.67%	÷0.983	×1.200	—	—	32.55%
BB% (unintentional) /PA	13.33%	÷1.024	×0.690	—	×1.003	9.01%
HBP% /PA	0.00%	—	×0.940	—	×1.003	0.00%
Singles /BIP	33.33%	÷1.035	×0.930	—	×1.003	30.04%
Doubles /BIP	5.56%	÷0.996	×0.830	—	×1.003	4.64%
Triples /BIP	0.00%	÷0.900	×0.920	—	×1.003	0.00%
Home runs /BIP	0.00%	÷1.121	×0.700	—	×1.003	0.00%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 124, 1B 107, 2B 99, 3B 80, K 97, BB 105 — 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).

Result: wOBA .309 → .250; ISO .038 → .031; BABIP .389 → .347. 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 AAAPawtucket Red Sox · 250 PAwOBA .291 → .258 (−32)K% 23.2% → 27.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	23.20%	÷1.002	×1.200	—	—	27.79%
BB% (unintentional) /PA	8.40%	÷0.963	×0.690	—	×1.033	6.22%
HBP% /PA	0.00%	—	×0.940	—	×1.033	0.00%
Singles /BIP	23.49%	÷0.953	×0.930	×0.950	×1.033	22.50%
Doubles /BIP	6.63%	÷0.896	×0.830	×0.950	×1.033	6.02%
Triples /BIP	0.60%	÷0.900	×0.970	×0.950	×1.033	0.64%
Home runs /BIP	2.41%	÷1.038	×0.840	—	×1.033	2.02%

Factors used: league row IL. Park (home-season share, regressed): HR 108, 1B 91, 2B 79, 3B 80, K 100, BB 93 — 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 ×0.950.

Result: wOBA .291 → .258; ISO .112 → .098; BABIP .311 → .294. 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 · 302 PAwOBA .349 → .291 (−58)K% 21.2% → 25.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	21.19%	÷0.994	×1.200	—	—	25.58%
BB% (unintentional) /PA	7.28%	÷1.082	×0.690	—	×1.048	4.87%
HBP% /PA	0.33%	—	×0.940	—	×1.048	0.33%
Singles /BIP	27.23%	÷1.000	×0.930	×0.974	×1.048	25.84%
Doubles /BIP	9.39%	÷1.067	×0.830	×0.974	×1.048	7.45%
Triples /BIP	0.94%	÷0.900	×0.970	×0.974	×1.048	1.03%
Home runs /BIP	2.35%	÷1.342	×0.840	—	×1.048	1.54%

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 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 ×0.974.

Result: wOBA .349 → .291; ISO .141 → .107; BABIP .385 → .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).

2017 AAPortland Sea Dogs · 184 PAwOBA .372 → .321 (−51)K% 14.7% → 18.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	14.67%	÷0.974	×1.220	—	—	18.37%
BB% (unintentional) /PA	10.87%	÷1.067	×0.700	—	×1.027	7.32%
HBP% /PA	0.54%	—	×0.850	—	×1.027	0.47%
Singles /BIP	23.48%	÷0.984	×0.970	×0.952	×1.027	22.62%
Doubles /BIP	6.82%	÷1.085	×0.860	×0.952	×1.027	5.28%
Triples /BIP	2.27%	÷1.010	×0.950	×0.952	×1.027	2.09%
Home runs /BIP	3.79%	÷1.020	×0.780	—	×1.027	2.97%

Factors used: league row EL. Park (home-season share, regressed): HR 104, 1B 97, 2B 117, 3B 102, K 95, BB 114 — applied at half strength. Age: age 23 vs a level average of 24.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.952.

Result: wOBA .372 → .321; ISO .189 → .157; BABIP .333 → .305. 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 AAAPawtucket Red Sox · 154 PAwOBA .263 → .238 (−25)K% 18.2% → 22.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.18%	÷0.985	×1.200	—	—	22.16%
BB% (unintentional) /PA	7.14%	÷0.937	×0.690	—	×1.050	5.52%
HBP% /PA	0.00%	—	×0.940	—	×1.050	0.00%
Singles /BIP	21.24%	÷0.987	×0.930	×0.996	×1.050	20.95%
Doubles /BIP	4.42%	÷0.954	×0.830	×0.996	×1.050	4.03%
Triples /BIP	0.88%	÷1.000	×0.970	×0.996	×1.050	0.90%
Home runs /BIP	1.77%	÷1.106	×0.840	—	×1.050	1.41%

Factors used: league row IL. Park (home-season share, regressed): HR 121, 1B 97, 2B 91, 3B 100, K 97, BB 87 — 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 ×0.996.

Result: wOBA .263 → .238; ISO .092 → .079; BABIP .270 → .262. 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 AAPortland Sea Dogs · 411 PAwOBA .258 → .239 (−19)K% 13.4% → 16.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.38%	÷0.985	×1.220	—	—	16.57%
BB% (unintentional) /PA	8.27%	÷1.050	×0.700	—	×1.042	5.75%
HBP% /PA	0.00%	—	×0.850	—	×1.042	0.00%
Singles /BIP	20.82%	÷1.040	×0.970	×1.047	×1.042	21.18%
Doubles /BIP	3.15%	÷0.997	×0.860	×1.047	×1.042	2.97%
Triples /BIP	1.58%	÷1.031	×0.950	×1.047	×1.042	1.58%
Home runs /BIP	0.63%	÷1.371	×0.780	—	×1.042	0.37%

Factors used: league row EL. Park (home-season share, regressed): HR 174, 1B 108, 2B 99, 3B 106, K 97, BB 110 — applied at half strength. Age: age 22 vs a level average of 24.8 → +4.2% on BB/HBP/hit rates (2.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.047.

Result: wOBA .258 → .239; ISO .070 → .062; BABIP .256 → .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).

Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .