Wilson Ramos

PosC

B/TR/R

Born1987-08-10

Age (2027)39

No MLB projection yet. Career stats below are historical.

Overview

INTLLAST SEASON 2024

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	wRC+	WAR
2022	34	INTLVenezuela	112	.257/.324/.337	2	90	—
2023	35	INTLVenezuela	223	.318/.380/.443	4	133	—
2024	36	INTLBravos de Mar…	193	.227/.280/.358	6	76	—

Contract

No contract data on file.

Skills · percentileStatcast 2019-2021

Avg EV59

xwOBA54

Barrel%36

Speed10

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. Catcher framing: only 2027 Statcast framing is modeled (Baseball Savant server-caches the leaderboard to the current season); prior-year framing is unmodeled — projections for established framers may run 1-3 WAR low.

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	GCL Twins	—	172	154	44	12	1	3	12	14	2	4	2	286	345	435	780	149	293	8	7	340	61	—	—	—	—	—	—
2007	19	A	Beloit Snappers	—	316	292	85	17	1	8	19	61	5	1	1	291	345	438	783	147	345	19	6	349	78	—	—	—	—	—	—
2008	20	A+	Fort Myers Miracle	—	500	452	130	23	2	13	37	103	6	0	1	288	349	434	783	146	343	21	7	347	87	—	—	—	—	—	—
2009	21	AA	New Britain Rock Cats	—	214	205	65	16	0	4	6	23	2	0	0	317	343	454	796	137	341	11	3	352	107	—	—	—	—	—	—
2009	21	ROK	GCL Twins	—	19	19	6	1	1	3	0	0	0	0	0	316	316	947	1.263	632	188	0	0	529	145	—	—	—	—	—	—
2010	22	MLB	Washington Nationals	—	82	79	22	7	0	1	2	12	1	0	0	278	305	405	710	127	318	15	2	315	98	-0	+0	+3	+12	+2	1.7
2010	22	AAA	Syracuse Chiefs	—	377	357	92	17	1	8	15	61	3	1	2	258	293	378	671	120	292	16	4	298	58	—	—	—	—	—	—
2010	22	INTL	Tigres de Aragua	—	200	180	58	17	0	9	20	31	0	1	2	322	390	567	957	244	350	16	10	417	169	—	—	—	—	—	—
2011	23	MLB	Washington Nationals	—	435	389	104	22	1	15	38	76	2	0	2	267	336	445	780	177	297	17	9	342	109	+5	-1	+26	+9	+9	5.0
2011	23	INTL	Tigres de Aragua	—	94	87	19	2	0	1	7	21	0	0	0	218	277	276	552	57	277	22	7	255	59	—	—	—	—	—	—
2012	24	MLB	Washington Nationals	—	96	83	22	2	0	3	12	19	0	0	0	265	358	398	755	133	306	20	12	339	106	+1	+0	+1	+2	+2	0.5
2013	25	MLB	Washington Nationals	—	303	287	78	9	0	16	15	42	0	0	1	272	308	470	778	199	270	14	5	341	115	+5	-0	+12	+8	+7	3.2
2013	25	INTL	Tigres de Aragua	—	136	123	38	7	0	4	10	22	2	0	0	309	370	463	834	154	347	16	7	369	136	—	—	—	—	—	—
2014	26	MLB	Washington Nationals	—	361	341	91	12	0	11	17	57	0	0	0	267	302	399	701	132	290	16	5	309	92	-3	+0	+5	+8	+8	1.8
2014	26	INTL	Tigres de Aragua	—	70	67	15	2	0	1	2	17	1	0	1	224	257	299	556	75	286	24	3	252	57	—	—	—	—	—	—
2015	27	MLB	Washington Nationals	—	504	475	109	16	0	15	21	101	0	0	0	229	262	358	620	128	256	20	4	272	68	-19	+0	+4	+9	+11	0.4
2016	28	MLB	Washington Nationals	—	523	482	148	25	0	22	35	79	2	0	0	307	356	496	852	189	327	15	7	373	136	+23	+0	+13	+9	+11	5.7
2017	29	MLB	Tampa Bay Rays	—	224	208	54	6	0	11	10	36	0	0	0	260	290	447	737	188	262	16	4	317	97	-1	+0	+2	+5	+5	1.1
2017	29	AAA	Durham Bulls	—	30	28	7	2	0	2	2	1	0	0	0	250	300	536	836	286	200	3	7	361	78	—	—	—	—	—	—
2017	29	A+	Charlotte Stone Crabs	—	15	14	2	1	0	0	1	3	0	0	0	143	200	214	414	71	182	20	7	192	-16	—	—	—	—	—	—
2018	30	MLB	Philadelphia Phillies	—	416	382	117	22	1	15	32	80	0	0	0	306	360	487	847	181	353	19	8	372	133	+16	+0	+6	+7	+9	4.0
2019	31	MLB	New York Mets	—	524	473	136	19	0	14	44	69	4	1	0	288	353	416	770	129	310	13	8	344	120	+12	+0	-6	+9	+11	2.8
2020	32	MLB	New York Mets	—	155	142	34	6	0	5	10	31	2	0	0	239	299	387	686	148	271	20	6	306	97	-0	+0	-1	+3	+3	0.5
2021	33	MLB	Cleveland Indians	—	163	151	31	5	0	8	9	36	0	0	0	205	247	397	644	192	213	22	6	280	75	-5	+0	-4	+4	+4	-0.1
2021	33	AAA	Columbus Clippers	—	62	60	19	3	0	3	1	6	0	0	0	317	323	517	839	200	314	10	2	364	89	—	—	—	—	—	—
2022	34	INTL	Venezuela	—	112	101	26	2	0	2	8	15	2	0	0	257	324	337	661	79	282	13	7	301	90	—	—	—	—	—	—
2023	35	INTL	Venezuela	—	223	201	64	13	0	4	20	29	0	0	0	318	380	443	823	124	353	13	9	365	133	—	—	—	—	—	—
2024	36	INTL	Bravos de Margarita	—	193	176	40	5	0	6	12	28	1	0	0	227	280	358	638	131	233	15	6	281	76	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	3786	3492	946	151	2	136	245	638	11	1	3	271	320	432	752	161	295	17	6	331	110	+46	-1	+61	+85	+82	27.9
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2006	18	ROK MLE	GCL Twins	—	172	158	35	9	1	2	8	20	2	4	2	222	268	329	597	108	228	12	5	258	61	—	—	—	—	—	—
2007	19	A MLE	Beloit Snappers	—	316	299	74	14	1	6	12	83	5	1	1	247	288	361	649	114	323	26	4	284	78	—	—	—	—	—	—
2008	20	A+ MLE	Fort Myers Miracle	—	500	460	117	22	2	11	28	146	6	0	1	254	305	383	688	128	336	29	6	297	87	—	—	—	—	—	—
2009	21	AA MLE	New Britain Rock Cats	—	214	207	64	15	0	3	4	28	2	0	0	309	329	425	754	116	343	13	2	327	107	—	—	—	—	—	—
2009	21	ROK MLE	GCL Twins	—	19	19	5	1	1	2	0	0	0	0	0	263	263	737	1.000	474	132	0	0	382	145	—	—	—	—	—	—
2010	22	MLB MLE	Washington Nationals	—	82	79	22	7	0	1	2	12	1	0	0	278	305	405	710	127	318	15	2	314	98	-0	+0	+3	+12	+2	1.7
2010	22	AAA MLE	Syracuse Chiefs	—	377	363	84	14	1	7	9	75	3	1	2	231	256	333	589	102	273	20	2	254	58	—	—	—	—	—	—
2011	23	MLB MLE	Washington Nationals	—	435	397	104	22	1	15	30	76	2	0	2	262	317	436	753	174	297	17	7	329	109	+5	-1	+26	+9	+9	5.0
2012	24	MLB MLE	Washington Nationals	—	96	85	22	2	0	3	10	19	0	0	0	259	337	388	725	129	306	20	10	324	106	+1	+0	+1	+2	+2	0.5
2013	25	MLB MLE	Washington Nationals	—	303	288	78	9	0	16	14	42	0	0	1	271	305	469	773	198	270	14	5	338	115	+5	-0	+12	+8	+7	3.2
2014	26	MLB MLE	Washington Nationals	—	361	343	91	12	0	11	15	57	0	0	0	265	296	397	693	131	290	16	4	305	92	-3	+0	+5	+8	+8	1.8
2015	27	MLB MLE	Washington Nationals	—	504	477	109	16	0	15	19	101	0	0	0	229	258	356	614	128	256	20	4	268	68	-19	+0	+4	+9	+11	0.4
2016	28	MLB MLE	Washington Nationals	—	523	484	148	25	0	22	33	79	2	0	0	306	353	494	846	188	327	15	6	370	136	+23	+0	+13	+9	+11	5.7
2017	29	MLB MLE	Tampa Bay Rays	—	224	213	53	6	0	11	8	36	0	0	0	249	276	432	708	183	262	16	4	312	97	-1	+0	+2	+5	+5	1.1
2017	29	AAA MLE	Durham Bulls	—	30	29	7	2	0	2	1	1	0	0	0	241	267	517	784	276	167	3	3	284	78	—	—	—	—	—	—
2017	29	A+ MLE	Charlotte Stone Crabs	—	15	14	2	1	0	0	1	4	0	0	0	143	200	214	414	71	155	27	7	145	-16	—	—	—	—	—	—
2018	30	MLB MLE	Philadelphia Phillies	—	416	384	117	23	1	14	30	80	0	0	0	305	355	479	834	174	353	19	7	365	133	+16	+0	+6	+7	+9	4.0
2019	31	MLB MLE	New York Mets	—	524	478	140	20	0	14	39	69	4	1	0	293	351	423	774	130	310	13	7	345	120	+12	+0	-6	+9	+11	2.8
2020	32	MLB MLE	New York Mets	—	155	142	35	6	0	5	10	31	2	0	0	246	305	394	700	148	271	20	6	312	97	-0	+0	-1	+3	+3	0.5
2021	33	MLB MLE	Cleveland Indians	—	163	153	31	5	0	8	9	36	0	0	0	203	247	392	639	190	213	22	6	279	75	-5	+0	-4	+4	+4	-0.1
2021	33	AAA MLE	Columbus Clippers	—	62	61	18	3	0	2	1	7	0	0	0	295	306	443	749	148	291	11	2	300	89	—	—	—	—	—	—
2006	18	ROK MLE	GCL Twins	—	172	158	35	9	1	2	8	20	2	4	2	222	268	329	597	108	237	12	5	258	61	—	—	—	—	—	—
2006	18	ROK RAW	GCL Twins	—	172	154	44	12	1	3	12	14	2	4	2	286	345	435	780	149	293	8	7	340	61	—	—	—	—	—	—
2007	19	A MLE	Beloit Snappers	—	316	299	74	14	1	6	12	83	5	1	1	247	288	361	649	114	324	26	4	284	78	—	—	—	—	—	—
2007	19	A RAW	Beloit Snappers	—	316	292	85	17	1	8	19	61	5	1	1	291	345	438	783	147	345	19	6	349	78	—	—	—	—	—	—
2008	20	A+ MLE	Fort Myers Miracle	—	500	461	117	22	2	11	28	146	6	0	1	254	305	382	687	128	343	29	6	297	87	—	—	—	—	—	—
2008	20	A+ RAW	Fort Myers Miracle	—	500	452	130	23	2	13	37	103	6	0	1	288	349	434	783	146	343	21	7	347	87	—	—	—	—	—	—
2009	21	AA MLE	2 teams	—	233	226	68	15	1	5	4	28	2	0	0	301	319	442	761	142	325	12	2	331	110	—	—	—	—	—	—
2009	21	AA RAW	2 teams	—	233	224	71	17	1	7	6	23	2	0	0	317	341	496	836	179	328	10	3	366	110	—	—	—	—	—	—
2010	22	AAA MLE	3 teams	—	659	637	153	30	2	11	16	124	4	2	4	240	263	345	609	105	283	19	2	265	65	—	—	—	—	—	—
2010	22	AAA RAW	3 teams	—	659	616	172	41	1	18	37	104	4	2	4	279	324	437	761	157	312	16	6	337	65	—	—	—	—	—	—
2011	23	MLB MLE	2 teams	—	529	485	125	26	1	18	36	92	2	0	2	258	312	427	738	169	284	17	7	329	109	+6	-1	+26	+9	+11	5.3
2011	23	MLB RAW	2 teams	—	529	476	123	24	1	16	45	97	2	0	2	258	325	414	739	155	293	18	9	327	109	+6	-1	+26	+9	+11	5.3
2012	24	MLB MLE	Washington Nationals	—	96	85	22	2	0	3	10	19	0	0	0	259	337	388	725	129	297	20	10	324	106	+1	+0	+1	+2	+2	0.5
2012	24	MLB RAW	Washington Nationals	—	96	83	22	2	0	3	12	19	0	0	0	265	358	398	755	133	306	20	12	339	106	+1	+0	+1	+2	+2	0.5
2013	25	MLB MLE	2 teams	—	439	415	113	13	0	23	20	61	2	0	1	272	309	470	779	198	270	14	5	338	115	+8	-0	+12	+8	+10	3.8
2013	25	MLB RAW	2 teams	—	439	410	116	16	0	20	25	64	2	0	1	283	327	468	796	185	293	15	6	350	115	+8	-0	+12	+8	+10	3.8
2014	26	MLB MLE	2 teams	—	431	409	108	14	0	13	18	68	1	0	1	264	297	394	690	130	287	16	4	305	92	-4	-0	+5	+8	+9	1.8
2014	26	MLB RAW	2 teams	—	431	408	106	14	0	12	19	74	1	0	1	260	294	382	677	123	289	17	4	300	92	-4	-0	+5	+8	+9	1.8
2015	27	MLB MLE	Washington Nationals	—	504	477	109	16	0	15	19	101	0	0	0	229	258	356	614	128	255	20	4	268	68	-19	+0	+4	+9	+11	0.4
2015	27	MLB RAW	Washington Nationals	—	504	475	109	16	0	15	21	101	0	0	0	229	262	358	620	128	256	20	4	272	68	-19	+0	+4	+9	+11	0.4
2016	28	MLB MLE	Washington Nationals	—	523	484	148	25	0	22	33	79	2	0	0	306	353	494	846	188	326	15	6	370	136	+23	+0	+13	+9	+11	5.7
2016	28	MLB RAW	Washington Nationals	—	523	482	148	25	0	22	35	79	2	0	0	307	356	496	852	189	327	15	7	373	136	+23	+0	+13	+9	+11	5.7
2017	29	MLB MLE	3 teams	—	269	256	62	9	0	13	10	41	0	0	0	242	271	430	700	188	239	15	4	299	89	-4	+0	+2	+5	+6	0.9
2017	29	MLB RAW	3 teams	—	269	250	63	9	0	13	13	40	0	0	0	252	286	444	730	192	250	15	5	315	89	-4	+0	+2	+5	+6	0.9
2018	30	MLB MLE	Philadelphia Phillies	—	416	384	117	23	1	14	30	80	0	0	0	305	355	479	834	174	353	19	7	365	133	+16	+0	+6	+7	+9	4.0
2018	30	MLB RAW	Philadelphia Phillies	—	416	382	117	22	1	15	32	80	0	0	0	306	360	487	847	181	353	19	8	372	133	+16	+0	+6	+7	+9	4.0
2019	31	MLB MLE	New York Mets	—	524	478	140	20	0	14	39	69	4	1	0	293	351	423	774	130	317	13	7	345	120	+12	+0	-6	+9	+11	2.8
2019	31	MLB RAW	New York Mets	—	524	473	136	19	0	14	44	69	4	1	0	288	353	416	770	129	310	13	8	344	120	+12	+0	-6	+9	+11	2.8
2020	32	MLB MLE	New York Mets	—	155	142	35	6	0	5	10	31	2	0	0	246	305	394	700	148	280	20	6	312	97	-0	+0	-1	+3	+3	0.5
2020	32	MLB RAW	New York Mets	—	155	142	34	6	0	5	10	31	2	0	0	239	299	387	686	148	271	20	6	306	97	-0	+0	-1	+3	+3	0.5
2021	33	MLB MLE	2 teams	—	225	214	49	8	0	10	10	43	0	0	0	229	263	407	670	178	241	19	4	285	79	-6	+0	-4	+4	+5	-0.1
2021	33	MLB RAW	2 teams	—	225	211	50	8	0	11	10	42	0	0	0	237	268	431	699	194	245	19	4	303	79	-6	+0	-4	+4	+5	-0.1
2022	34	INTL MLE	Venezuela	—	112	101	26	2	0	2	8	15	2	0	0	257	324	337	661	79	282	13	7	—	—	—	—	—	—	—	—
2022	34	INTL RAW	Venezuela	—	112	101	26	2	0	2	8	15	2	0	0	257	324	337	661	79	282	13	7	301	90	—	—	—	—	—	—
2023	35	INTL MLE	Venezuela	—	223	201	64	13	0	4	20	29	0	0	0	318	380	443	823	124	353	13	9	—	—	—	—	—	—	—	—
2023	35	INTL RAW	Venezuela	—	223	201	64	13	0	4	20	29	0	0	0	318	380	443	823	124	353	13	9	365	133	—	—	—	—	—	—
2024	36	INTL MLE	Bravos de Margarita	—	193	176	40	5	0	6	12	28	1	0	0	227	280	358	638	131	233	15	6	—	—	—	—	—	—	—	—
2024	36	INTL RAW	Bravos de Margarita	—	193	176	40	5	0	6	12	28	1	0	0	227	280	358	638	131	233	15	6	281	76	—	—	—	—	—	—
2006	18	ROK MLE	GCL Twins	—	172	160	35	9	1	2	8	20	2	4	2	219	268	325	593	106	228	12	5	258	61	—	—	—	—	—	—
2007	19	A MLE	Beloit Snappers	—	316	296	74	14	1	6	12	83	5	1	1	250	288	365	653	115	323	26	4	284	78	—	—	—	—	—	—
2008	20	A+ MLE	Fort Myers Miracle	—	500	462	117	22	2	11	28	146	6	0	1	253	305	381	686	128	336	29	6	297	87	—	—	—	—	—	—
2009	21	AA MLE	2 teams	—	233	225	68	15	1	5	4	28	2	0	0	302	319	444	763	142	326	12	2	331	110	—	—	—	—	—	—
2010	22	AAA MLE	3 teams	—	659	634	153	30	2	11	16	124	4	2	4	241	263	347	610	106	281	19	2	265	65	—	—	—	—	—	—
2011	23	MLB MLE	2 teams	—	529	486	125	26	1	18	36	92	2	0	2	257	312	426	738	169	297	17	7	329	109	—	—	—	—	—	—
2012	24	MLB MLE	Washington Nationals	—	96	86	22	2	0	3	10	19	0	0	0	256	337	384	721	128	306	20	10	324	106	—	—	—	—	—	—
2013	25	MLB MLE	2 teams	—	439	414	113	13	0	23	20	61	2	0	1	273	309	471	780	198	270	14	5	338	115	—	—	—	—	—	—
2014	26	MLB MLE	2 teams	—	431	409	108	14	0	13	18	68	1	0	1	264	297	394	690	130	290	16	4	305	92	—	—	—	—	—	—
2015	27	MLB MLE	Washington Nationals	—	504	480	109	16	0	15	19	101	0	0	0	227	258	354	612	127	256	20	4	268	68	—	—	—	—	—	—
2016	28	MLB MLE	Washington Nationals	—	523	483	148	25	0	22	33	79	2	0	0	306	353	495	847	188	327	15	6	370	136	—	—	—	—	—	—
2017	29	MLB MLE	3 teams	—	269	257	62	9	0	13	10	41	0	0	0	241	271	428	699	187	246	15	4	299	89	—	—	—	—	—	—
2018	30	MLB MLE	Philadelphia Phillies	—	416	383	117	23	1	14	30	80	0	0	0	305	355	480	835	175	353	19	7	365	133	—	—	—	—	—	—
2019	31	MLB MLE	New York Mets	—	524	476	140	20	0	14	39	69	4	1	0	294	351	424	776	130	310	13	7	345	120	—	—	—	—	—	—
2020	32	MLB MLE	New York Mets	—	155	142	35	6	0	5	10	31	2	0	0	246	305	394	700	148	271	20	6	312	97	—	—	—	—	—	—
2021	33	MLB MLE	2 teams	—	225	213	49	8	0	10	10	43	0	0	0	230	263	408	672	178	234	19	4	285	79	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	3786	3492	946	151	2	136	245	638	11	1	3	271	320	432	752	161	295	17	6	331	81	+46	-1	+61	+85	+82	27.9
/ 162G	—	A+C		—	650	600	162	26	0	23	42	110	2	0	1	270	320	428	748	158	294	17	6	331	81	+8	-0	+10	+15	+14	4.8
Career	—	MLE		—	6519	6088	1605	272	9	197	343	1157	35	8	12	264	307	408	715	145	295	18	5	287	81	+46	-1	+61	+85	+82	27.9
/ 162G	—	MLE		—	650	607	160	27	1	20	34	115	3	1	1	264	306	410	716	147	294	18	5	287	81	+8	-0	+10	+15	+14	4.8

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.

2021 AAAColumbus Clippers · 62 PAwOBA .353 → .300 (−53)K% 9.7% → 11.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	9.68%	÷1.002	×1.200	—	—	11.59%
BB% (unintentional) /PA	1.61%	÷1.008	×0.690	—	×0.940	1.04%
HBP% /PA	0.00%	—	×0.940	—	×0.940	0.00%
Singles /BIP	24.07%	÷0.949	×0.930	×1.050	×0.940	23.28%
Doubles /BIP	5.56%	÷0.949	×0.830	×1.050	×0.940	4.80%
Triples /BIP	0.00%	÷0.900	×0.920	×1.050	×0.940	0.00%
Home runs /BIP	5.56%	÷1.034	×0.700	—	×0.940	3.53%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 107, 1B 90, 2B 90, 3B 80, K 100, BB 102 — applied at half strength. Age: age 34 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (6.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.

Result: wOBA .353 → .300; ISO .200 → .139; BABIP .314 → .291. 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 AAADurham Bulls · 30 PAwOBA .351 → .284 (−67)K% 3.3% → 3.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	3.33%	÷1.027	×1.200	—	—	3.89%
BB% (unintentional) /PA	6.67%	÷0.993	×0.690	—	×0.972	4.50%
HBP% /PA	0.00%	—	×0.940	—	×0.972	0.00%
Singles /BIP	11.11%	÷1.025	×0.930	—	×0.972	9.80%
Doubles /BIP	7.41%	÷1.008	×0.830	—	×0.972	5.93%
Triples /BIP	0.00%	÷1.022	×0.970	—	×0.972	0.00%
Home runs /BIP	7.41%	÷1.049	×0.840	—	×0.972	5.77%

Factors used: league row IL. Park (home-season share, regressed): HR 110, 1B 105, 2B 102, 3B 104, K 105, BB 99 — 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 .351 → .284; ISO .286 → .228; BABIP .200 → .167. 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 A+Charlotte Stone Crabs · 15 PAwOBA .188 → .145 (−43)K% 20.0% → 27.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	20.00%	÷1.017	×1.420	—	—	27.93%
BB% (unintentional) /PA	6.67%	÷0.967	×0.750	—	×0.940	4.86%
HBP% /PA	0.00%	—	×0.930	—	×0.940	0.00%
Singles /BIP	9.09%	÷1.073	×0.920	—	×0.940	7.33%
Doubles /BIP	9.09%	÷1.007	×0.960	—	×0.940	8.14%
Triples /BIP	0.00%	÷1.024	×0.810	—	×0.940	0.00%
Home runs /BIP	0.00%	÷0.917	×0.880	—	×0.940	0.00%

Factors used: league row FSL. Park (home-season share, regressed): HR 83, 1B 115, 2B 102, 3B 105, K 103, BB 93 — applied at half strength. Age: age 30 vs a level average of 22.8 → −6.0% on BB/HBP/hit rates (7.2 yr older than average).

Result: wOBA .188 → .145; ISO .071 → .059; BABIP .182 → .155. 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 · 377 PAwOBA .288 → .254 (−34)K% 16.2% → 19.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.18%	÷0.980	×1.200	—	—	19.82%
BB% (unintentional) /PA	3.45%	÷1.027	×0.690	—	×1.050	2.43%
HBP% /PA	0.80%	—	×0.940	—	×1.050	0.79%
Singles /BIP	22.30%	÷0.999	×0.930	×0.988	×1.050	21.54%
Doubles /BIP	5.74%	÷1.043	×0.830	×0.988	×1.050	4.74%
Triples /BIP	0.34%	÷0.918	×0.970	×0.988	×1.050	0.37%
Home runs /BIP	2.70%	÷1.055	×0.840	—	×1.050	2.26%

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 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 ×0.988.

Result: wOBA .288 → .254; ISO .120 → .100; BABIP .292 → .273. 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 AANew Britain Rock Cats · 214 PAwOBA .343 → .327 (−16)K% 10.7% → 13.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	10.75%	÷1.000	×1.220	—	—	13.11%
BB% (unintentional) /PA	2.80%	÷1.000	×0.700	—	×1.042	2.05%
HBP% /PA	0.93%	—	×0.850	—	×1.042	0.83%
Singles /BIP	24.73%	÷1.000	×0.970	×1.032	×1.042	25.78%
Doubles /BIP	8.79%	÷1.000	×0.860	×1.032	×1.042	8.13%
Triples /BIP	0.00%	÷1.000	×0.950	×1.032	×1.042	0.00%
Home runs /BIP	2.20%	÷1.000	×0.780	—	×1.042	1.79%

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 ×1.032.

Result: wOBA .343 → .327; ISO .137 → .118; BABIP .341 → .343. 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 ROKGCL Twins · 19 PAwOBA .511 → .382 (−129)K% 0.0% → 0.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	0.00%	÷1.000	×1.440	—	—	0.00%
BB% (unintentional) /PA	0.00%	÷1.000	×0.620	—	×0.975	0.00%
HBP% /PA	0.00%	—	×0.720	—	×0.975	0.00%
Singles /BIP	5.26%	÷1.000	×0.820	—	×0.975	4.21%
Doubles /BIP	5.26%	÷1.000	×0.720	—	×0.975	3.69%
Triples /BIP	5.26%	÷1.000	×0.720	—	×0.975	3.69%
Home runs /BIP	15.79%	÷1.000	×0.780	—	×0.975	12.01%

Factors used: level-wide ROK factors (no league-specific row for this league/era). 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 19.5 → −2.5% on BB/HBP/hit rates (2.5 yr older than average).

Result: wOBA .511 → .382; ISO .632 → .471; BABIP .188 → .132. 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 A+Fort Myers Miracle · 500 PAwOBA .341 → .297 (−43)K% 20.6% → 29.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	20.60%	÷1.000	×1.420	—	—	29.25%
BB% (unintentional) /PA	7.40%	÷1.000	×0.750	—	×1.027	5.70%
HBP% /PA	1.20%	—	×0.930	—	×1.027	1.15%
Singles /BIP	26.36%	÷1.000	×0.920	×1.036	×1.027	25.80%
Doubles /BIP	6.59%	÷1.000	×0.960	×1.036	×1.027	6.73%
Triples /BIP	0.57%	÷1.000	×0.810	×1.036	×1.027	0.49%
Home runs /BIP	3.72%	÷1.000	×0.880	—	×1.027	3.37%

Factors used: league row FSL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 21 vs a level average of 22.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.036.

Result: wOBA .341 → .297; ISO .146 → .126; BABIP .343 → .336. 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).

2007 ABeloit Snappers · 316 PAwOBA .338 → .284 (−53)K% 19.3% → 26.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.30%	÷1.000	×1.360	—	—	26.25%
BB% (unintentional) /PA	5.38%	÷1.000	×0.690	—	×1.030	3.82%
HBP% /PA	1.58%	—	×0.780	—	×1.030	1.27%
Singles /BIP	25.54%	÷1.000	×0.920	×1.017	×1.030	24.61%
Doubles /BIP	7.36%	÷1.000	×0.830	×1.017	×1.030	6.40%
Triples /BIP	0.43%	÷1.000	×0.910	×1.017	×1.030	0.41%
Home runs /BIP	3.46%	÷1.000	×0.800	—	×1.030	2.85%

Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 20 vs a level average of 22.0 → +3.0% on BB/HBP/hit rates (2.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.017.

Result: wOBA .338 → .284; ISO .147 → .117; BABIP .345 → .323. 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 — .