Yamaico Navarro

Pos3B

B/TR/R

Born1987-10-31

Age (2027)39

No MLB projection yet. Career stats below are historical.

Overview

INTL

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR
2023	35	INTLToros del Este	141	.263/.396/.377	1	3	124	—
2024	36	INTLDominican Rep…	164	.252/.366/.345	2	0	110	—
2025	37	INTLLeones del Es…	170	.282/.389/.486	6	3	144	—

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)
2006	18	ROK	DSL Red Sox	—	224	201	56	13	5	3	21	29	0	5	3	279	347	438	785	159	310	13	9	345	40	—	—	—	—	—	—
2008	20	A+	Lancaster JetHawks	—	196	181	63	13	2	4	12	30	2	3	2	348	395	508	903	160	399	15	6	397	119	—	—	—	—	—	—
2008	20	A	Greenville Drive	—	361	325	91	14	4	7	29	73	3	3	2	280	345	412	757	132	337	20	8	336	77	—	—	—	—	—	—
2009	21	AA	Portland Sea Dogs	—	152	135	25	6	2	2	14	28	2	5	1	185	272	304	575	119	217	18	9	263	40	—	—	—	—	—	—
2009	21	A+	Salem Red Sox	—	102	94	30	9	0	4	6	12	2	2	2	319	373	543	915	223	333	12	6	401	117	—	—	—	—	—	—
2010	22	MLB	Boston Red Sox	—	46	42	6	0	0	0	2	17	0	0	0	143	182	143	325		222	37	4	148	-25	-7	+0	-2	+6	+1	-0.2
2010	22	AAA	Pawtucket Red Sox	—	59	53	15	4	0	3	5	6	0	2	1	283	345	528	873	245	267	10	8	375	110	—	—	—	—	—	—
2010	22	AA	Portland Sea Dogs	—	378	329	90	19	3	8	42	53	3	16	5	274	361	422	783	149	303	14	11	348	83	—	—	—	—	—	—
2010	22	INTL	Tigres del Licey	—	85	69	18	3	0	4	14	14	2	1	1	261	400	478	878	217	275	16	16	393	152	—	—	—	—	—	—
2011	23	MLB	Kansas City Royals	—	66	60	15	3	0	1	5	14	0	0	0	250	308	350	658	100	304	21	8	294	87	-1	+0	+1	+1	+1	0.3
2011	23	AAA	Omaha Storm Chasers	—	250	220	58	11	3	7	24	43	4	6	6	264	347	436	783	173	297	17	10	347	82	—	—	—	—	—	—
2011	23	INTL	Tigres del Licey	—	95	83	22	1	0	0	12	17	0	4	3	265	358	277	635	12	333	18	13	302	90	—	—	—	—	—	—
2012	24	MLB	Pittsburgh Pirates	—	56	50	8	0	0	1	5	13	0	0	2	160	236	220	456	60	189	23	9	213	32	-5	-1	-0	-3	+1	-0.8
2012	24	AAA	Indianapolis Indians	—	257	222	62	14	3	9	32	41	0	9	4	279	370	491	861	212	303	16	12	375	98	—	—	—	—	—	—
2013	25	MLB	Baltimore Orioles	—	31	28	8	0	1	0	2	8	0	0	0	286	333	357	690	71	400	26	6	301	88	-0	+0	-0	+2	+1	0.2
2013	25	AAA	Norfolk Tides	—	452	390	104	21	1	12	53	73	3	9	2	267	359	418	777	151	296	16	12	345	87	—	—	—	—	—	—
2013	25	INTL	Tigres del Licey	—	193	159	44	9	1	8	30	27	1	2	1	277	395	497	892	220	288	14	16	389	149	—	—	—	—	—	—
2016	28	INTL	Tigres del Licey	—	27	20	7	0	0	1	7	2	0	0	0	350	519	500	1.019	150	353	7	26	459	197	—	—	—	—	—	—
2017	29	INTL	Tigres del Licey	—	217	177	57	5	1	3	34	25	0	4	1	322	429	412	842	90	351	12	16	375	140	—	—	—	—	—	—
2018	30	INTL	Tigres del Licey	—	143	127	27	4	1	1	13	22	1	0	1	213	291	283	574	71	248	15	9	263	64	—	—	—	—	—	—
2019	31	AAA	Sultanes de Monterrey	—	484	398	117	16	1	30	80	79	1	9	2	294	413	565	979	271	296	16	17	422	92	—	—	—	—	—	—
2019	31	INTL	Toros del Este	—	152	128	35	5	0	5	21	26	1	4	1	273	380	430	810	156	303	17	14	361	130	—	—	—	—	—	—
2020	32	INTL	Toros del Este	—	99	83	30	4	0	2	14	9	0	1	0	361	454	482	936	120	378	9	14	412	165	—	—	—	—	—	—
2021	33	INTL	Toros del Este	—	96	77	19	5	0	1	17	18	0	0	0	247	383	351	734	104	305	19	18	335	113	—	—	—	—	—	—
2022	34	INTL	Dominican Republic	—	222	182	36	4	0	1	37	36	0	1	0	198	333	236	570	38	236	16	17	275	72	—	—	—	—	—	—
2023	35	INTL	Toros del Este	—	141	114	30	10	0	1	25	15	0	3	1	263	396	377	773	114	293	11	18	351	124	—	—	—	—	—	—
2024	36	INTL	Dominican Republic	—	164	139	35	7	0	2	23	26	2	0	1	252	366	345	711	94	297	16	14	330	110	—	—	—	—	—	—
2025	37	INTL	Leones del Escogido	—	170	142	40	9	1	6	24	22	1	3	1	282	389	486	875	204	296	13	14	382	144	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	199	180	37	3	1	2	14	52	0	0	2	206	263	267	530	61	269	26	7	238	48	-12	-1	-2	+7	+4	-0.4
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2006	18	ROK MLE	DSL Red Sox	—	224	207	37	8	3	1	15	35	0	5	3	179	234	261	495	82	209	16	7	227	40	—	—	—	—	—	—
2008	20	A+ MLE	Lancaster JetHawks	—	196	184	58	11	2	4	9	40	2	3	2	315	354	462	816	147	378	20	5	344	119	—	—	—	—	—	—
2008	20	A MLE	Greenville Drive	—	361	335	83	12	4	6	19	98	3	3	2	248	294	361	655	113	320	27	5	282	77	—	—	—	—	—	—
2009	21	AA MLE	Portland Sea Dogs	—	152	139	24	5	2	2	10	34	2	5	1	173	238	281	519	108	210	22	7	227	40	—	—	—	—	—	—
2009	21	A+ MLE	Salem Red Sox	—	102	96	28	8	0	4	4	17	2	2	2	292	333	500	833	208	315	17	4	341	117	—	—	—	—	—	—
2010	22	MLB MLE	Boston Red Sox	—	46	43	6	0	0	0	1	17	0	0	0	140	159	140	299		222	37	2	131	-25	-7	+0	-2	+6	+1	-0.2
2010	22	AAA MLE	Pawtucket Red Sox	—	59	55	14	3	0	3	3	7	0	2	1	255	293	473	766	218	234	12	5	331	110	—	—	—	—	—	—
2010	22	AA MLE	Portland Sea Dogs	—	378	341	82	15	2	6	30	65	3	16	5	240	307	349	656	109	276	17	8	291	83	—	—	—	—	—	—
2011	23	MLB MLE	Kansas City Royals	—	66	60	15	3	0	1	5	14	0	0	0	250	308	350	658	100	304	21	8	297	87	-1	+0	+1	+1	+1	0.3
2011	23	AAA MLE	Omaha Storm Chasers	—	250	227	54	9	3	5	17	57	4	6	6	238	302	370	672	132	286	23	7	290	82	—	—	—	—	—	—
2012	24	MLB MLE	Pittsburgh Pirates	—	56	50	8	0	0	1	5	13	0	0	2	160	236	220	456	60	189	23	9	216	32	-5	-1	-0	-3	+1	-0.8
2012	24	AAA MLE	Indianapolis Indians	—	257	233	57	13	3	7	21	49	0	9	4	245	307	416	723	172	268	19	8	313	98	—	—	—	—	—	—
2013	25	MLB MLE	Baltimore Orioles	—	31	28	8	0	1	0	2	8	0	0	0	286	333	357	690	71	400	26	6	299	88	-0	+0	-0	+2	+1	0.2
2013	25	AAA MLE	Norfolk Tides	—	452	406	97	18	1	10	37	90	3	9	2	239	307	362	669	123	275	20	8	297	87	—	—	—	—	—	—
2019	31	AAA MLE	Sultanes de Monterrey	—	484	433	95	11	1	21	45	103	1	9	2	219	294	395	689	176	230	21	9	304	92	—	—	—	—	—	—
2006	18	ROK MLE	DSL Red Sox	—	224	207	37	8	3	1	15	35	0	5	3	179	234	261	495	82	208	16	7	227	40	—	—	—	—	—	—
2006	18	ROK RAW	DSL Red Sox	—	224	201	56	13	5	3	21	29	0	5	3	279	347	438	785	159	310	13	9	345	40	—	—	—	—	—	—
2008	20	A MLE	2 teams	—	557	519	140	23	5	9	28	138	5	6	4	270	313	385	699	116	347	25	5	304	92	—	—	—	—	—	—
2008	20	A RAW	2 teams	—	557	506	154	27	6	11	41	103	5	6	4	304	362	447	809	142	360	18	7	357	92	—	—	—	—	—	—
2009	21	AA MLE	2 teams	—	254	235	51	13	2	5	14	51	4	7	3	217	273	353	626	136	256	20	6	273	71	—	—	—	—	—	—
2009	21	AA RAW	2 teams	—	254	229	55	15	2	6	20	40	4	7	3	240	312	402	714	162	266	16	8	318	71	—	—	—	—	—	—
2010	22	AA MLE	4 teams	—	568	516	121	22	3	11	40	105	5	19	7	234	296	353	649	118	271	18	7	281	76	—	—	—	—	—	—
2010	22	AA RAW	4 teams	—	568	493	129	26	3	15	63	90	5	19	7	262	351	418	769	156	289	16	11	342	76	—	—	—	—	—	—
2011	23	AAA MLE	3 teams	—	411	375	88	15	3	8	29	93	4	10	9	235	297	355	651	120	289	23	7	292	83	—	—	—	—	—	—
2011	23	AAA RAW	3 teams	—	411	363	95	15	3	8	41	74	4	10	9	262	343	386	729	124	306	18	10	328	83	—	—	—	—	—	—
2012	24	AAA MLE	2 teams	—	313	283	65	13	3	8	26	62	0	9	6	230	294	382	676	152	263	20	8	296	86	—	—	—	—	—	—
2012	24	AAA RAW	2 teams	—	313	272	70	14	3	10	37	54	0	9	6	257	346	441	787	184	283	17	12	346	86	—	—	—	—	—	—
2013	25	AAA MLE	3 teams	—	676	607	148	26	3	14	55	138	4	11	3	244	311	366	677	122	290	20	8	297	87	—	—	—	—	—	—
2013	25	AAA RAW	3 teams	—	676	577	156	30	3	20	85	108	4	11	3	270	368	437	805	166	298	16	13	356	87	—	—	—	—	—	—
2016	28	INTL MLE	Tigres del Licey	—	27	20	7	0	0	1	7	2	0	0	0	350	519	500	1.019	150	353	7	26	—	—	—	—	—	—	—	—
2016	28	INTL RAW	Tigres del Licey	—	27	20	7	0	0	1	7	2	0	0	0	350	519	500	1.019	150	353	7	26	459	197	—	—	—	—	—	—
2017	29	INTL MLE	Tigres del Licey	—	217	177	57	5	1	3	34	25	0	4	1	322	429	412	842	90	351	12	16	—	—	—	—	—	—	—	—
2017	29	INTL RAW	Tigres del Licey	—	217	177	57	5	1	3	34	25	0	4	1	322	429	412	842	90	351	12	16	375	140	—	—	—	—	—	—
2018	30	INTL MLE	Tigres del Licey	—	143	127	27	4	1	1	13	22	1	0	1	213	291	283	574	71	248	15	9	—	—	—	—	—	—	—	—
2018	30	INTL RAW	Tigres del Licey	—	143	127	27	4	1	1	13	22	1	0	1	213	291	283	574	71	248	15	9	263	64	—	—	—	—	—	—
2019	31	AAA MLE	2 teams	—	636	568	124	14	1	28	59	135	2	13	3	218	294	394	688	176	233	21	9	304	92	—	—	—	—	—	—
2019	31	AAA RAW	2 teams	—	636	526	152	21	1	35	101	105	2	13	3	289	405	532	938	243	298	17	16	408	92	—	—	—	—	—	—
2020	32	INTL MLE	Toros del Este	—	99	83	30	4	0	2	14	9	0	1	0	361	454	482	936	120	378	9	14	—	—	—	—	—	—	—	—
2020	32	INTL RAW	Toros del Este	—	99	83	30	4	0	2	14	9	0	1	0	361	454	482	936	120	378	9	14	412	165	—	—	—	—	—	—
2021	33	INTL MLE	Toros del Este	—	96	77	19	5	0	1	17	18	0	0	0	247	383	351	734	104	305	19	18	—	—	—	—	—	—	—	—
2021	33	INTL RAW	Toros del Este	—	96	77	19	5	0	1	17	18	0	0	0	247	383	351	734	104	305	19	18	335	113	—	—	—	—	—	—
2022	34	INTL MLE	Dominican Republic	—	222	182	36	4	0	1	37	36	0	1	0	198	333	236	570	38	236	16	17	—	—	—	—	—	—	—	—
2022	34	INTL RAW	Dominican Republic	—	222	182	36	4	0	1	37	36	0	1	0	198	333	236	570	38	236	16	17	275	72	—	—	—	—	—	—
2023	35	INTL MLE	Toros del Este	—	141	114	30	10	0	1	25	15	0	3	1	263	396	377	773	114	293	11	18	—	—	—	—	—	—	—	—
2023	35	INTL RAW	Toros del Este	—	141	114	30	10	0	1	25	15	0	3	1	263	396	377	773	114	293	11	18	351	124	—	—	—	—	—	—
2024	36	INTL MLE	Dominican Republic	—	164	139	35	7	0	2	23	26	2	0	1	252	366	345	711	94	297	16	14	—	—	—	—	—	—	—	—
2024	36	INTL RAW	Dominican Republic	—	164	139	35	7	0	2	23	26	2	0	1	252	366	345	711	94	297	16	14	330	110	—	—	—	—	—	—
2025	37	INTL MLE	Leones del Escogido	—	170	142	40	9	1	6	24	22	1	3	1	282	389	486	875	204	296	13	14	—	—	—	—	—	—	—	—
2025	37	INTL RAW	Leones del Escogido	—	170	142	40	9	1	6	24	22	1	3	1	282	389	486	875	204	296	13	14	382	144	—	—	—	—	—	—
2006	18	ROK MLE	DSL Red Sox	—	224	207	37	8	3	1	15	35	0	5	3	179	234	261	495	82	209	16	7	227	40	—	—	—	—	—	—
2008	20	A MLE	2 teams	—	557	519	140	23	5	9	28	138	5	6	4	270	313	385	699	116	340	25	5	304	92	—	—	—	—	—	—
2009	21	AA MLE	2 teams	—	254	234	51	13	2	5	14	51	4	7	3	218	273	355	627	137	252	20	6	273	71	—	—	—	—	—	—
2010	22	AA MLE	4 teams	—	568	518	121	22	3	11	40	105	5	19	7	234	296	351	647	118	266	18	7	281	76	—	—	—	—	—	—
2011	23	AAA MLE	3 teams	—	411	375	88	15	3	8	29	93	4	10	9	235	297	355	651	120	290	23	7	292	83	—	—	—	—	—	—
2012	24	AAA MLE	2 teams	—	313	284	65	13	3	8	26	62	0	9	6	229	294	380	675	151	254	20	8	296	86	—	—	—	—	—	—
2013	25	AAA MLE	3 teams	—	676	612	148	26	3	14	55	138	4	11	3	242	311	363	674	121	283	20	8	297	87	—	—	—	—	—	—
2019	31	AAA MLE	2 teams	—	636	570	124	14	1	28	59	135	2	13	3	218	294	393	687	175	230	21	9	304	92	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	199	180	37	3	1	2	14	52	0	0	2	206	263	267	530	61	269	26	7	238	31	-12	-1	-2	+7	+4	-0.4
/ 162G	—	A+C		—	650	588	121	10	3	7	46	170	0	0	7	206	263	269	532	63	269	26	7	238	31	-41	-3	-6	+22	+14	-1.4
Career	—	MLE		—	4918	4371	1055	182	26	102	460	932	28	92	43	241	317	365	682	124	281	19	9	215	31	-12	-1	-2	+7	+4	-0.4
/ 162G	—	MLE		—	650	578	138	24	3	13	61	123	4	12	6	239	316	358	674	119	279	19	9	215	31	-41	-3	-6	+22	+14	-1.4

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.

2019 AAASultanes de Monterrey · 484 PAwOBA .411 → .304 (−107)K% 16.3% → 21.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.32%	÷0.922	×1.200	—	—	21.25%
BB% (unintentional) /PA	14.88%	÷1.058	×0.690	—	×0.952	9.24%
HBP% /PA	0.21%	—	×0.940	—	×0.952	0.18%
Singles /BIP	21.94%	÷1.002	×0.930	×0.950	×0.952	18.42%
Doubles /BIP	5.02%	÷1.149	×0.830	×0.950	×0.952	3.28%
Triples /BIP	0.31%	÷1.091	×0.920	×0.950	×0.952	0.24%
Home runs /BIP	9.40%	÷0.997	×0.700	—	×0.952	6.29%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 99, 1B 100, 2B 130, 3B 118, K 84, BB 112 — 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 ×0.950.

Result: wOBA .411 → .304; ISO .271 → .191; BABIP .296 → .230. 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 AAANorfolk Tides · 452 PAwOBA .341 → .297 (−44)K% 16.2% → 20.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.15%	÷0.967	×1.200	—	—	20.04%
BB% (unintentional) /PA	11.73%	÷1.001	×0.690	—	×1.018	8.23%
HBP% /PA	0.66%	—	×0.940	—	×1.018	0.64%
Singles /BIP	22.08%	÷0.970	×0.930	×0.978	×1.018	21.08%
Doubles /BIP	6.62%	÷0.956	×0.830	×0.978	×1.018	5.72%
Triples /BIP	0.32%	÷0.900	×0.970	×0.978	×1.018	0.34%
Home runs /BIP	3.79%	÷1.006	×0.840	—	×1.018	3.22%

Factors used: league row IL. Park (home-season share, regressed): HR 101, 1B 94, 2B 91, 3B 80, K 93, BB 100 — 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 ×0.978.

Result: wOBA .341 → .297; ISO .151 → .132; BABIP .296 → .275. 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 AAAIndianapolis Indians · 257 PAwOBA .367 → .313 (−55)K% 16.0% → 18.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.95%	÷1.014	×1.200	—	—	18.88%
BB% (unintentional) /PA	11.67%	÷1.043	×0.690	—	×1.033	7.97%
HBP% /PA	0.00%	—	×0.940	—	×1.033	0.00%
Singles /BIP	19.89%	÷1.038	×0.930	×0.974	×1.033	17.92%
Doubles /BIP	7.73%	÷0.945	×0.830	×0.974	×1.033	6.84%
Triples /BIP	1.66%	÷1.150	×0.970	×0.974	×1.033	1.41%
Home runs /BIP	4.97%	÷1.095	×0.840	—	×1.033	3.94%

Factors used: league row IL. Park (home-season share, regressed): HR 119, 1B 108, 2B 89, 3B 130, K 103, BB 109 — 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 .367 → .313; ISO .212 → .182; BABIP .303 → .268. 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 · 250 PAwOBA .340 → .290 (−50)K% 17.2% → 22.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	17.20%	÷0.970	×1.290	—	—	22.89%
BB% (unintentional) /PA	9.60%	÷1.028	×0.710	—	×1.048	6.95%
HBP% /PA	1.60%	—	×0.980	—	×1.048	1.64%
Singles /BIP	20.90%	÷0.929	×0.900	×1.008	×1.048	21.39%
Doubles /BIP	6.21%	÷1.033	×0.810	×1.008	×1.048	5.15%
Triples /BIP	1.69%	÷0.932	×0.810	×1.008	×1.048	1.56%
Home runs /BIP	3.95%	÷1.161	×0.780	—	×1.048	2.78%

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 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 ×1.008.

Result: wOBA .340 → .290; ISO .173 → .129; BABIP .297 → .286. 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 AAPortland Sea Dogs · 378 PAwOBA .342 → .291 (−51)K% 14.0% → 17.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	14.02%	÷1.001	×1.220	—	—	17.09%
BB% (unintentional) /PA	11.11%	÷1.009	×0.700	—	×1.027	7.91%
HBP% /PA	0.79%	—	×0.850	—	×1.027	0.69%
Singles /BIP	21.74%	÷0.989	×0.970	×0.962	×1.027	21.08%
Doubles /BIP	6.88%	÷1.093	×0.860	×0.962	×1.027	5.35%
Triples /BIP	1.09%	÷1.150	×0.950	×0.962	×1.027	0.89%
Home runs /BIP	2.90%	÷1.095	×0.780	—	×1.027	2.12%

Factors used: league row EL. Park (home-season share, regressed): HR 119, 1B 98, 2B 119, 3B 130, K 100, BB 102 — 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 ×0.962.

Result: wOBA .342 → .291; ISO .149 → .115; BABIP .303 → .276. 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 AAAPawtucket Red Sox · 59 PAwOBA .370 → .331 (−40)K% 10.2% → 12.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	10.17%	÷0.994	×1.200	—	—	12.27%
BB% (unintentional) /PA	8.47%	÷1.037	×0.690	—	×1.050	5.92%
HBP% /PA	0.00%	—	×0.940	—	×1.050	0.00%
Singles /BIP	17.02%	÷1.016	×0.930	×0.950	×1.050	15.54%
Doubles /BIP	8.51%	÷1.030	×0.830	×0.950	×1.050	6.84%
Triples /BIP	0.00%	÷0.900	×0.970	×0.950	×1.050	0.00%
Home runs /BIP	6.38%	÷0.898	×0.840	—	×1.050	6.27%

Factors used: league row IL. Park (home-season share, regressed): HR 80, 1B 103, 2B 106, 3B 80, K 99, BB 107 — 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 ×0.950.

Result: wOBA .370 → .331; ISO .245 → .233; BABIP .267 → .234. 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 AAPortland Sea Dogs · 152 PAwOBA .258 → .227 (−31)K% 18.4% → 22.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.42%	÷1.000	×1.220	—	—	22.47%
BB% (unintentional) /PA	9.21%	÷1.000	×0.700	—	×1.042	6.72%
HBP% /PA	1.32%	—	×0.850	—	×1.042	1.17%
Singles /BIP	14.02%	÷1.000	×0.970	×0.994	×1.042	14.08%
Doubles /BIP	5.61%	÷1.000	×0.860	×0.994	×1.042	4.99%
Triples /BIP	1.87%	÷1.000	×0.950	×0.994	×1.042	1.84%
Home runs /BIP	1.87%	÷1.000	×0.780	—	×1.042	1.52%

Factors used: league row EL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×0.994.

Result: wOBA .258 → .227; ISO .119 → .104; BABIP .217 → .210. 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 A+Salem Red Sox · 102 PAwOBA .390 → .341 (−49)K% 11.8% → 16.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	11.76%	÷1.000	×1.420	—	—	16.71%
BB% (unintentional) /PA	5.88%	÷1.000	×0.630	—	×1.012	3.75%
HBP% /PA	1.96%	—	×0.860	—	×1.012	1.71%
Singles /BIP	20.73%	÷1.000	×0.940	×1.041	×1.012	20.53%
Doubles /BIP	10.98%	÷1.000	×0.830	×1.041	×1.012	9.60%
Triples /BIP	0.00%	÷1.000	×0.800	×1.041	×1.012	0.00%
Home runs /BIP	4.88%	÷1.000	×0.900	—	×1.012	4.44%

Factors used: league row CAR. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 22 vs a level average of 22.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.041.

Result: wOBA .390 → .341; ISO .223 → .194; BABIP .333 → .315. 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 — .