Roger Bernadina

PosLF

B/TL/L

Born1984-06-12

Age (2027)43

No MLB projection yet. Career stats below are historical.

Overview

INTLLAST SEASON 2023

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2019	35	AAA/INTL2 orgs	317	.292/.370/.426	7	2	95	—	.271/.317/.376
2022	38	INTLCuracao	19	.278/.316/.333	0	0	86	—
2023	39	INTLCuracao	33	.379/.455/.483	0	0	170	—

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	Savannah Sand Gnats	—	505	417	97	15	3	12	75	92	7	35	8	233	359	369	728	137	268	18	15	331	63	—	—	—	—	—	—
2006	22	A+	Potomac Nationals	—	504	434	117	19	3	6	56	98	4	28	11	270	358	369	727	99	332	19	11	326	71	—	—	—	—	—	—
2007	23	AAA	Columbus Clippers	—	53	42	7	3	0	0	9	11	1	0	1	167	327	238	565	71	226	21	17	273	42	—	—	—	—	—	—
2007	23	AA	Harrisburg Senators	—	415	371	100	15	2	6	38	80	2	40	13	270	341	369	710	100	329	19	9	320	82	—	—	—	—	—	—
2008	24	MLB	Washington Nationals	—	86	76	16	1	1	0	9	21	0	4	3	211	294	250	544	39	291	24	10	254	58	-4	-0	-2	+2	+2	-0.2
2008	24	AAA	Columbus Clippers	—	215	191	67	13	3	4	16	37	1	15	2	351	404	513	917	162	420	17	7	392	137	—	—	—	—	—	—
2008	24	AA	Harrisburg Senators	—	303	266	86	11	7	5	31	64	2	26	9	323	398	474	872	150	411	21	10	383	120	—	—	—	—	—	—
2009	25	AAA	Syracuse Chiefs	—	23	18	3	0	0	0	4	5	0	1	0	167	318	167	485		231	22	17	239	26	—	—	—	—	—	—
2010	26	MLB	Washington Nationals	—	461	414	102	18	3	11	35	93	4	16	2	246	311	384	695	138	288	20	8	307	94	-3	+2	-8	-6	+10	-0.6
2010	26	AAA	Syracuse Chiefs	—	69	61	23	2	1	2	6	5	0	7	2	377	433	541	974	164	382	7	9	418	145	—	—	—	—	—	—
2010	26	INTL	Navegantes del Magallanes	—	30	24	5	1	0	0	4	7	1	1	0	208	345	250	595	42	278	23	13	281	76	—	—	—	—	—	—
2011	27	MLB	Washington Nationals	—	337	309	75	12	2	7	22	63	4	17	3	243	301	362	664	120	285	19	7	298	87	-5	+2	-1	+2	+7	0.5
2011	27	AAA	Syracuse Chiefs	—	188	164	41	9	0	6	18	47	4	14	5	250	339	415	753	165	315	25	10	335	74	—	—	—	—	—	—
2012	28	MLB	Washington Nationals	—	261	227	66	11	0	5	28	53	2	15	3	291	374	405	779	115	359	20	11	348	116	+5	+2	+0	+1	+6	1.4
2013	29	MLB	Philadelphia Phillies	—	250	227	41	10	2	4	16	65	5	4	0	181	250	295	545	115	234	26	6	247	51	-15	+1	+0	-3	+5	-1.1
2014	30	MLB	Los Angeles Dodgers	—	80	66	11	3	0	1	10	19	3	2	1	167	304	258	561	91	217	24	12	268	72	-3	+0	-1	-2	+2	-0.4
2014	30	AAA	Albuquerque Isotopes	—	71	57	14	2	2	0	12	23	1	2	0	246	386	351	737	105	400	32	17	337	50	—	—	—	—	—	—
2014	30	INTL	Tiburones de La Guaira	—	25	18	2	1	0	0	5	5	1	1	0	111	333	167	500	56	154	20	20	257	60	—	—	—	—	—	—
2015	31	AAA	Albuquerque Isotopes	—	447	373	103	18	4	15	58	121	7	20	6	276	384	466	850	190	370	27	13	372	69	—	—	—	—	—	—
2015	31	INTL	Yaquis de Obregon	—	112	96	18	2	1	2	12	24	2	4	1	188	291	292	583	104	225	21	11	267	67	—	—	—	—	—	—
2016	32	AAA	Las Vegas 51s	—	446	387	113	29	4	10	48	93	5	20	5	292	377	465	842	173	360	21	11	370	72	—	—	—	—	—	—
2019	35	AAA	Algodoneros Union Laguna	—	142	128	43	7	0	4	13	25	1	1	2	336	401	484	886	148	394	18	9	395	88	—	—	—	—	—	—
2019	35	INTL	Algodoneros de Guasave	—	175	149	38	7	1	3	19	34	1	1	1	255	343	376	719	121	307	19	11	316	100	—	—	—	—	—	—
2022	38	INTL	Curacao	—	19	18	5	1	0	0	1	2	0	0	1	278	316	333	649	56	312	11	5	295	86	—	—	—	—	—	—
2023	39	INTL	Curacao	—	33	29	11	1	1	0	4	3	0	0	1	379	455	483	937	103	423	9	12	419	170	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	1475	1319	311	55	8	28	120	314	18	58	12	236	308	353	661	118	288	21	8	297	87	-23	+7	-12	-6	+32	-0.2
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2005	21	A MLE	Savannah Sand Gnats	—	505	442	86	12	3	10	50	123	7	35	8	195	287	303	590	109	236	24	10	262	63	—	—	—	—	—	—
2006	22	A+ MLE	Potomac Nationals	—	504	455	108	16	2	5	35	139	4	28	11	237	298	314	612	77	319	28	7	273	71	—	—	—	—	—	—
2007	23	AAA MLE	Columbus Clippers	—	53	44	7	3	0	0	7	13	1	0	1	159	288	227	516	68	210	25	13	230	42	—	—	—	—	—	—
2007	23	AA MLE	Harrisburg Senators	—	415	382	101	14	2	5	27	98	2	40	13	264	316	351	667	86	336	24	7	290	82	—	—	—	—	—	—
2008	24	MLB MLE	Washington Nationals	—	86	76	16	1	1	0	9	21	0	4	3	211	294	250	544	39	291	24	10	254	58	-4	-0	-2	+2	+2	-0.2
2008	24	AAA MLE	Columbus Clippers	—	215	195	68	12	3	4	12	45	1	15	2	349	389	503	892	154	420	21	6	371	137	—	—	—	—	—	—
2008	24	AA MLE	Harrisburg Senators	—	303	275	86	10	7	4	22	78	2	26	9	313	368	444	812	131	414	26	7	346	120	—	—	—	—	—	—
2009	25	AAA MLE	Syracuse Chiefs	—	23	19	3	0	0	0	3	6	0	1	0	158	273	158	431		222	26	13	206	26	—	—	—	—	—	—
2010	26	MLB MLE	Washington Nationals	—	461	415	103	18	4	11	34	93	4	16	2	248	311	390	702	142	288	20	7	307	94	-3	+2	-8	-6	+10	-0.6
2010	26	AAA MLE	Syracuse Chiefs	—	69	63	23	2	1	2	4	6	0	7	2	365	403	524	927	159	359	9	6	382	145	—	—	—	—	—	—
2011	27	MLB MLE	Washington Nationals	—	337	310	75	12	2	7	21	63	4	17	3	242	299	361	660	119	285	19	6	297	87	-5	+2	-1	+2	+7	0.5
2011	27	AAA MLE	Syracuse Chiefs	—	188	170	36	7	0	5	12	57	4	14	5	212	280	341	621	129	286	30	6	278	74	—	—	—	—	—	—
2012	28	MLB MLE	Washington Nationals	—	261	230	66	11	0	5	25	53	2	15	3	287	362	400	762	113	359	20	10	339	116	+5	+2	+0	+1	+6	1.4
2013	29	MLB MLE	Philadelphia Phillies	—	250	228	41	10	2	4	15	65	5	4	0	180	246	294	540	114	234	26	6	243	51	-15	+1	+0	-3	+5	-1.1
2014	30	MLB MLE	Los Angeles Dodgers	—	80	66	11	3	0	1	10	19	3	2	1	167	304	258	561	91	217	24	12	274	72	-3	+0	-1	-2	+2	-0.4
2014	30	AAA MLE	Albuquerque Isotopes	—	71	61	10	1	1	0	8	31	1	2	0	164	271	213	485	49	332	44	11	242	50	—	—	—	—	—	—
2015	31	AAA MLE	Albuquerque Isotopes	—	447	396	82	13	3	10	35	163	7	20	6	207	283	331	614	124	310	36	8	270	69	—	—	—	—	—	—
2016	32	AAA MLE	Las Vegas 51s	—	446	402	90	20	3	7	33	124	5	20	5	224	291	341	632	117	294	28	7	274	72	—	—	—	—	—	—
2019	35	AAA MLE	Algodoneros Union Laguna	—	142	133	36	5	0	3	8	31	1	1	2	271	317	376	693	105	334	22	6	299	88	—	—	—	—	—	—
2005	21	A MLE	Savannah Sand Gnats	—	505	442	86	12	3	10	50	123	7	35	8	195	287	303	590	109	243	24	10	262	63	—	—	—	—	—	—
2005	21	A RAW	Savannah Sand Gnats	—	505	417	97	15	3	12	75	92	7	35	8	233	359	369	728	137	268	18	15	331	63	—	—	—	—	—	—
2006	22	A+ MLE	Potomac Nationals	—	504	455	108	16	2	5	35	139	4	28	11	237	298	314	612	77	327	28	7	273	71	—	—	—	—	—	—
2006	22	A+ RAW	Potomac Nationals	—	504	434	117	19	3	6	56	98	4	28	11	270	358	369	727	99	332	19	11	326	71	—	—	—	—	—	—
2007	23	AA MLE	2 teams	—	468	426	108	17	2	5	34	111	3	40	14	254	313	338	651	85	331	24	7	283	78	—	—	—	—	—	—
2007	23	AA RAW	2 teams	—	468	413	107	18	2	6	47	91	3	40	14	259	339	356	695	97	319	19	10	314	78	—	—	—	—	—	—
2008	24	AA MLE	3 teams	—	604	547	170	23	11	8	42	144	3	45	14	311	363	437	800	126	410	24	7	342	117	—	—	—	—	—	—
2008	24	AA RAW	3 teams	—	604	533	169	25	11	9	56	122	3	45	14	317	385	456	841	139	398	20	9	368	117	—	—	—	—	—	—
2009	25	AAA MLE	Syracuse Chiefs	—	23	19	3	0	0	0	3	6	0	1	0	158	273	158	431		231	26	13	206	26	—	—	—	—	—	—
2009	25	AAA RAW	Syracuse Chiefs	—	23	18	3	0	0	0	4	5	0	1	0	167	318	167	485		231	22	17	239	26	—	—	—	—	—	—
2010	26	MLB MLE	3 teams	—	560	504	132	21	5	13	40	105	5	24	4	262	322	401	723	139	302	19	7	317	100	+0	+3	-8	-6	+12	0.1
2010	26	MLB RAW	3 teams	—	560	499	130	21	4	13	45	105	5	24	4	261	328	397	725	136	301	19	8	319	100	+0	+3	-8	-6	+12	0.1
2011	27	MLB MLE	2 teams	—	525	480	111	19	2	12	33	120	8	31	8	231	292	354	646	123	284	23	6	290	83	-11	+3	-1	+2	+11	0.4
2011	27	MLB RAW	2 teams	—	525	473	116	21	2	13	40	110	8	31	8	245	315	381	695	135	294	21	8	311	83	-11	+3	-1	+2	+11	0.4
2012	28	MLB MLE	Washington Nationals	—	261	230	66	11	0	5	25	53	2	15	3	287	362	400	762	113	353	20	10	339	116	+5	+2	+0	+1	+6	1.4
2012	28	MLB RAW	Washington Nationals	—	261	227	66	11	0	5	28	53	2	15	3	291	374	405	779	115	359	20	11	348	116	+5	+2	+0	+1	+6	1.4
2013	29	MLB MLE	Philadelphia Phillies	—	250	228	41	10	2	4	15	65	5	4	0	180	246	294	540	114	233	26	6	243	51	-15	+1	+0	-3	+5	-1.1
2013	29	MLB RAW	Philadelphia Phillies	—	250	227	41	10	2	4	16	65	5	4	0	181	250	295	545	115	234	26	6	247	51	-15	+1	+0	-3	+5	-1.1
2014	30	MLB MLE	3 teams	—	176	147	24	5	1	1	21	58	5	5	1	163	289	231	520	68	258	33	12	259	62	-8	+1	-1	-2	+4	-0.7
2014	30	MLB RAW	3 teams	—	176	141	27	6	2	1	27	47	5	5	1	191	341	284	625	92	277	27	15	294	62	-8	+1	-1	-2	+4	-0.7
2015	31	AAA MLE	2 teams	—	559	495	102	16	4	12	44	203	9	24	7	206	283	327	610	121	319	36	8	270	69	—	—	—	—	—	—
2015	31	AAA RAW	2 teams	—	559	469	121	20	5	17	70	145	9	24	7	258	365	431	796	173	337	26	13	351	69	—	—	—	—	—	—
2016	32	AAA MLE	Las Vegas 51s	—	446	402	90	20	3	7	33	124	5	20	5	224	291	341	632	117	304	28	7	274	72	—	—	—	—	—	—
2016	32	AAA RAW	Las Vegas 51s	—	446	387	113	29	4	10	48	93	5	20	5	292	377	465	842	173	360	21	11	370	72	—	—	—	—	—	—
2019	35	INTL MLE	2 teams	—	317	292	80	11	0	6	17	70	2	2	3	274	318	373	692	99	339	22	5	299	88	—	—	—	—	—	—
2019	35	INTL RAW	2 teams	—	317	277	81	14	1	7	32	59	2	2	3	292	370	426	796	134	347	19	10	351	88	—	—	—	—	—	—
2022	38	INTL MLE	Curacao	—	19	18	5	1	0	0	1	2	0	0	1	278	316	333	649	56	312	11	5	—	—	—	—	—	—	—	—
2022	38	INTL RAW	Curacao	—	19	18	5	1	0	0	1	2	0	0	1	278	316	333	649	56	312	11	5	295	86	—	—	—	—	—	—
2023	39	INTL MLE	Curacao	—	33	29	11	1	1	0	4	3	0	0	1	379	455	483	937	103	423	9	12	—	—	—	—	—	—	—	—
2023	39	INTL RAW	Curacao	—	33	29	11	1	1	0	4	3	0	0	1	379	455	483	937	103	423	9	12	419	170	—	—	—	—	—	—
2005	21	A MLE	Savannah Sand Gnats	—	505	443	86	12	3	10	50	123	7	35	8	194	287	302	589	108	236	24	10	262	63	—	—	—	—	—	—
2006	22	A+ MLE	Potomac Nationals	—	504	460	108	16	2	5	35	139	4	28	11	235	298	311	608	76	319	28	7	273	71	—	—	—	—	—	—
2007	23	AA MLE	2 teams	—	468	428	108	17	2	5	34	111	3	40	14	252	313	336	650	84	322	24	7	283	78	—	—	—	—	—	—
2008	24	AA MLE	3 teams	—	604	554	170	23	11	8	42	144	3	45	14	307	363	431	795	125	399	24	7	342	117	—	—	—	—	—	—
2009	25	AAA MLE	Syracuse Chiefs	—	23	20	3	0	0	0	3	6	0	1	0	150	273	150	423		222	26	13	206	26	—	—	—	—	—	—
2010	26	MLB MLE	3 teams	—	560	510	132	21	5	13	40	105	5	24	4	259	322	396	718	137	297	19	7	317	100	—	—	—	—	—	—
2011	27	MLB MLE	2 teams	—	525	479	111	19	2	12	33	120	8	31	8	232	292	355	647	123	285	23	6	290	83	—	—	—	—	—	—
2012	28	MLB MLE	Washington Nationals	—	261	232	66	11	0	5	25	53	2	15	3	284	362	397	758	112	359	20	10	339	116	—	—	—	—	—	—
2013	29	MLB MLE	Philadelphia Phillies	—	250	228	41	10	2	4	15	65	5	4	0	180	246	294	540	114	234	26	6	243	51	—	—	—	—	—	—
2014	30	MLB MLE	3 teams	—	176	148	24	5	1	1	21	58	5	5	1	162	289	230	519	68	271	33	12	259	62	—	—	—	—	—	—
2015	31	AAA MLE	2 teams	—	559	501	102	16	4	12	44	203	9	24	7	204	283	323	606	120	310	36	8	270	69	—	—	—	—	—	—
2016	32	AAA MLE	Las Vegas 51s	—	446	405	90	20	3	7	33	124	5	20	5	222	291	338	629	116	294	28	7	274	72	—	—	—	—	—	—
2019	35	INTL MLE	2 teams	—	317	295	80	11	0	6	17	70	2	2	3	271	318	369	688	98	334	22	5	299	88	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	1475	1319	311	55	8	28	120	314	18	58	12	236	308	353	661	118	288	21	8	297	80	-23	+7	-12	-6	+32	-0.2
/ 162G	—	A+C		—	650	581	137	24	4	12	53	138	8	26	5	236	308	353	661	117	288	21	8	297	80	-10	+3	-5	-2	+14	-0.1
Career	—	MLE		—	5250	4714	1137	183	36	88	397	1326	58	274	80	241	308	351	659	110	315	25	8	287	80	-23	+7	-12	-6	+32	-0.2
/ 162G	—	MLE		—	650	584	141	23	4	11	49	164	7	34	10	241	308	351	659	110	316	25	8	287	80	-10	+3	-5	-2	+14	-0.1

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.

2019 AAAAlgodoneros Union Laguna · 142 PAwOBA .382 → .299 (−83)K% 17.6% → 22.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	17.61%	÷0.956	×1.200	—	—	22.09%
BB% (unintentional) /PA	8.45%	÷1.004	×0.690	—	×0.940	5.46%
HBP% /PA	0.70%	—	×0.940	—	×0.940	0.62%
Singles /BIP	31.07%	÷0.981	×0.930	—	×0.940	27.69%
Doubles /BIP	6.80%	÷1.076	×0.830	—	×0.940	4.93%
Triples /BIP	0.00%	÷1.116	×0.920	—	×0.940	0.00%
Home runs /BIP	3.88%	÷1.028	×0.700	—	×0.940	2.48%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 106, 1B 96, 2B 115, 3B 123, K 91, BB 101 — applied at half strength. Age: age 35 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (7.8 yr older than average).

Result: wOBA .382 → .299; ISO .148 → .099; BABIP .394 → .334. 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 AAALas Vegas 51s · 446 PAwOBA .361 → .274 (−88)K% 20.9% → 27.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	20.85%	÷0.971	×1.290	—	—	27.70%
BB% (unintentional) /PA	10.54%	÷0.962	×0.710	—	×0.952	7.40%
HBP% /PA	1.12%	—	×0.980	—	×0.952	1.05%
Singles /BIP	23.81%	÷0.994	×0.900	×1.021	×0.952	20.96%
Doubles /BIP	9.86%	÷1.128	×0.810	×1.021	×0.952	6.89%
Triples /BIP	1.36%	÷0.980	×0.810	×1.021	×0.952	1.09%
Home runs /BIP	3.40%	÷1.088	×0.780	—	×0.952	2.32%

Factors used: league row PCL. Park (home-season share, regressed): HR 118, 1B 99, 2B 126, 3B 96, K 94, BB 92 — 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 ×1.021.

Result: wOBA .361 → .274; ISO .173 → .118; BABIP .360 → .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).

2015 AAAAlbuquerque Isotopes · 447 PAwOBA .360 → .270 (−90)K% 27.1% → 36.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	27.07%	÷0.960	×1.290	—	—	36.38%
BB% (unintentional) /PA	12.08%	÷1.056	×0.710	—	×0.962	7.81%
HBP% /PA	1.57%	—	×0.980	—	×0.962	1.48%
Singles /BIP	26.19%	÷1.010	×0.900	×1.033	×0.962	23.19%
Doubles /BIP	7.14%	÷1.075	×0.810	×1.033	×0.962	5.35%
Triples /BIP	1.59%	÷0.933	×0.810	×1.033	×0.962	1.37%
Home runs /BIP	5.95%	÷1.105	×0.780	—	×0.962	4.04%

Factors used: league row PCL. Park (home-season share, regressed): HR 121, 1B 102, 2B 115, 3B 87, K 92, BB 111 — 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 ×1.033.

Result: wOBA .360 → .270; ISO .190 → .132; BABIP .370 → .310. 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).

2014 AAAAlbuquerque Isotopes · 71 PAwOBA .335 → .242 (−93)K% 32.4% → 43.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	32.39%	÷0.955	×1.290	—	—	43.75%
BB% (unintentional) /PA	16.90%	÷1.049	×0.710	—	×0.972	11.11%
HBP% /PA	1.41%	—	×0.980	—	×0.972	1.34%
Singles /BIP	29.41%	÷1.008	×0.900	—	×0.972	25.53%
Doubles /BIP	5.88%	÷0.982	×0.810	—	×0.972	4.72%
Triples /BIP	5.88%	÷1.150	×0.810	—	×0.972	4.03%
Home runs /BIP	0.00%	÷1.078	×0.780	—	×0.972	0.00%

Factors used: league row PCL. Park (home-season share, regressed): HR 116, 1B 102, 2B 96, 3B 130, K 91, BB 110 — 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).

Result: wOBA .335 → .242; ISO .105 → .070; BABIP .400 → .332. 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 AAASyracuse Chiefs · 188 PAwOBA .325 → .278 (−47)K% 25.0% → 30.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	25.00%	÷0.986	×1.200	—	—	30.44%
BB% (unintentional) /PA	9.04%	÷1.012	×0.690	—	×1.003	6.19%
HBP% /PA	2.13%	—	×0.940	—	×1.003	2.01%
Singles /BIP	22.22%	÷1.000	×0.930	×1.010	×1.003	20.95%
Doubles /BIP	7.69%	÷1.018	×0.830	×1.010	×1.003	6.36%
Triples /BIP	0.00%	÷0.900	×0.970	×1.010	×1.003	0.00%
Home runs /BIP	5.13%	÷0.921	×0.840	—	×1.003	4.69%

Factors used: league row IL. Park (home-season share, regressed): HR 84, 1B 100, 2B 104, 3B 80, K 97, BB 102 — 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 ×1.010.

Result: wOBA .325 → .278; ISO .165 → .144; BABIP .315 → .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 AAASyracuse Chiefs · 69 PAwOBA .412 → .382 (−30)K% 7.2% → 8.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	7.25%	÷0.980	×1.200	—	—	8.88%
BB% (unintentional) /PA	8.70%	÷1.027	×0.690	—	×1.018	5.95%
HBP% /PA	0.00%	—	×0.940	—	×1.018	0.00%
Singles /BIP	32.14%	÷0.999	×0.930	×1.005	×1.018	30.62%
Doubles /BIP	3.57%	÷1.043	×0.830	×1.005	×1.018	2.91%
Triples /BIP	1.79%	÷0.918	×0.970	×1.005	×1.018	1.93%
Home runs /BIP	3.57%	÷1.055	×0.840	—	×1.018	2.89%

Factors used: league row IL. Park (home-season share, regressed): HR 111, 1B 100, 2B 109, 3B 84, 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 ×1.005.

Result: wOBA .412 → .382; ISO .164 → .149; BABIP .382 → .359. 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 AAASyracuse Chiefs · 23 PAwOBA .235 → .206 (−29)K% 21.7% → 26.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	21.74%	÷1.000	×1.200	—	—	26.09%
BB% (unintentional) /PA	17.39%	÷1.000	×0.690	—	×1.033	12.40%
HBP% /PA	0.00%	—	×0.940	—	×1.033	0.00%
Singles /BIP	23.08%	÷1.000	×0.930	—	×1.033	22.17%
Doubles /BIP	0.00%	÷1.000	×0.830	—	×1.033	0.00%
Triples /BIP	0.00%	÷1.000	×0.970	—	×1.033	0.00%
Home runs /BIP	0.00%	÷1.000	×0.840	—	×1.033	0.00%

Factors used: league row IL. 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).

Result: wOBA .235 → .206; ISO .000 → .000; BABIP .231 → .222. 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 AAHarrisburg Senators · 303 PAwOBA .373 → .346 (−27)K% 21.1% → 25.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	21.12%	÷1.000	×1.220	—	—	25.77%
BB% (unintentional) /PA	10.23%	÷1.000	×0.700	—	×1.012	7.25%
HBP% /PA	0.66%	—	×0.850	—	×1.012	0.57%
Singles /BIP	31.19%	÷1.000	×0.970	×1.050	×1.012	32.15%
Doubles /BIP	5.45%	÷1.000	×0.860	×1.050	×1.012	4.98%
Triples /BIP	3.47%	÷1.000	×0.950	×1.050	×1.012	3.50%
Home runs /BIP	2.48%	÷1.000	×0.780	—	×1.012	1.95%

Factors used: league row EL. 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 ×1.050.

Result: wOBA .373 → .346; ISO .150 → .135; BABIP .411 → .414. 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 — .