Max Ramirez

PosC

B/TR/R

Born1984-10-11

Age (2027)42

No MLB projection yet. Career stats below are historical.

Overview

INTLLAST SEASON 2018

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2016	31	AAA/INTL2 orgs	282	.278/.352/.413	6	1	74	—	.239/.291/.322
2017	32	AAA/INTL2 orgs	524	.288/.385/.475	21	1	91	—	.246/.330/.371
2018	33	INTLMayos de Navo…	34	.071/.235/.143	0	0	21	—

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. 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)
2005	20	ROK	Danville Braves	—	278	239	83	19	0	8	31	41	4	1	2	347	431	527	958	180	387	15	11	418	102	—	—	—	—	—	—
2006	21	A	Lake County Captains	—	487	394	115	23	1	13	84	99	4	2	0	292	421	454	875	162	355	20	17	391	96	—	—	—	—	—	—
2007	22	A+	Bakersfield Blaze	—	480	391	119	30	0	16	74	102	8	2	0	304	425	504	929	199	368	21	15	407	114	—	—	—	—	—	—
2008	23	MLB	Texas Rangers	—	55	46	10	1	0	2	6	15	3	0	0	217	345	370	715	152	276	27	11	330	110	+1	+0	-1	+7	+1	0.8
2008	23	AAA	Oklahoma RedHawks	—	41	37	9	1	0	2	3	13	0	0	0	243	300	432	732	189	304	32	7	316	57	—	—	—	—	—	—
2008	23	AA	Frisco RoughRiders	—	289	243	86	16	2	17	37	56	7	2	2	354	453	646	1.099	292	401	19	13	471	150	—	—	—	—	—	—
2009	24	AAA	Oklahoma City RedHawks	—	320	274	64	13	0	5	35	85	4	1	0	234	329	336	665	102	311	27	11	300	51	—	—	—	—	—	—
2010	25	MLB	Texas Rangers	—	85	69	15	3	0	2	12	22	2	0	0	217	349	348	697	130	277	26	14	317	91	-1	+0	-4	+9	+2	0.6
2010	25	AAA	Oklahoma City RedHawks	—	226	189	54	9	0	3	27	51	3	0	0	286	384	381	765	95	362	23	12	340	70	—	—	—	—	—	—
2010	25	INTL	Tiburones de La Guaira	—	218	185	53	9	0	2	25	40	5	0	0	286	386	368	754	81	349	18	11	343	118	—	—	—	—	—	—
2011	26	AAA	Fresno Grizzlies	—	297	266	74	15	1	13	21	58	4	0	0	278	340	489	829	211	305	20	7	358	82	—	—	—	—	—	—
2011	26	INTL	Bravos de Margarita	—	176	156	34	7	0	3	17	41	3	0	0	218	307	321	627	103	277	23	10	290	82	—	—	—	—	—	—
2012	27	AAA	Omaha Storm Chasers	—	445	387	116	16	0	17	47	82	3	0	0	300	380	473	853	173	336	18	11	373	93	—	—	—	—	—	—
2012	27	INTL	Bravos de Margarita	—	149	127	39	7	0	2	18	19	4	1	0	307	409	409	819	102	349	13	12	374	140	—	—	—	—	—	—
2013	28	AAA	Omaha Storm Chasers	—	467	411	108	19	0	9	46	103	3	0	0	263	341	375	716	112	324	22	10	321	56	—	—	—	—	—	—
2013	28	INTL	Bravos de Margarita	—	139	124	34	11	0	5	12	29	3	0	0	274	353	484	836	210	322	21	9	370	136	—	—	—	—	—	—
2014	29	AAA	Louisville Bats	—	68	52	10	0	0	0	16	11	0	0	0	192	382	192	575		244	16	24	297	40	—	—	—	—	—	—
2014	29	AA	Northwest Arkansas Naturals	—	142	127	33	5	1	3	15	37	0	0	0	260	338	386	724	126	345	26	11	327	53	—	—	—	—	—	—
2015	30	AAA	Olmecas de Tabasco	—	450	380	109	32	1	17	58	66	5	2	0	287	388	511	899	224	303	15	13	390	93	—	—	—	—	—	—
2015	30	INTL	Yaquis de Obregon	—	145	122	33	6	0	6	21	26	1	0	0	270	382	467	849	197	297	18	14	376	141	—	—	—	—	—	—
2016	31	AAA	Toros de Tijuana	—	221	196	57	10	0	5	23	37	1	1	0	291	368	418	787	128	335	17	10	353	69	—	—	—	—	—	—
2016	31	INTL	Yaquis de Obregon	—	61	56	13	6	0	1	5	7	0	0	0	232	295	393	688	161	250	11	8	307	94	—	—	—	—	—	—
2017	32	AAA	Saraperos de Saltillo	—	373	311	101	17	0	15	52	57	7	1	1	325	432	524	957	199	355	15	14	421	97	—	—	—	—	—	—
2017	32	INTL	Mayos de Navojoa	—	151	137	28	4	0	6	11	39	1	0	0	204	268	365	633	161	234	26	7	280	76	—	—	—	—	—	—
2018	33	INTL	Mayos de Navojoa	—	34	28	2	2	0	0	6	8	0	0	0	71	235	143	378	71	100	24	18	199	21	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	140	115	25	4	0	4	18	37	5	0	0	217	348	357	704	139	276	26	13	322	104	+1	+0	-5	+16	+3	1.6
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2005	20	ROK MLE	Danville Braves	—	278	252	67	14	0	6	18	58	4	1	2	266	325	393	718	127	314	21	6	319	102	—	—	—	—	—	—
2006	21	A MLE	Lake County Captains	—	487	422	102	19	1	11	56	132	4	2	0	242	336	370	706	128	313	27	11	310	96	—	—	—	—	—	—
2007	22	A+ MLE	Bakersfield Blaze	—	480	415	107	25	0	15	50	137	8	2	0	258	349	427	775	169	329	29	10	337	114	—	—	—	—	—	—
2008	23	MLB MLE	Texas Rangers	—	55	46	10	1	0	2	6	15	3	0	0	217	345	370	715	152	276	27	11	330	110	+1	+0	-1	+7	+1	0.8
2008	23	AAA MLE	Oklahoma RedHawks	—	41	38	7	1	0	1	2	17	0	0	0	184	225	289	514	105	277	41	5	252	57	—	—	—	—	—	—
2008	23	AA MLE	Frisco RoughRiders	—	289	254	77	14	2	14	26	68	7	2	2	303	383	539	923	236	356	24	9	390	150	—	—	—	—	—	—
2009	24	AAA MLE	Oklahoma City RedHawks	—	320	284	54	10	0	4	25	110	4	1	0	190	265	268	533	77	275	34	8	243	51	—	—	—	—	—	—
2010	25	MLB MLE	Texas Rangers	—	85	69	15	3	0	2	12	22	2	0	0	217	349	348	697	130	277	26	14	303	91	-1	+0	-4	+9	+2	0.6
2010	25	AAA MLE	Oklahoma City RedHawks	—	226	197	45	7	0	3	19	68	3	0	0	228	306	310	616	81	298	30	8	272	70	—	—	—	—	—	—
2011	26	AAA MLE	Fresno Grizzlies	—	297	273	65	12	1	9	14	73	4	0	0	238	285	388	674	150	275	25	5	290	82	—	—	—	—	—	—
2012	27	AAA MLE	Omaha Storm Chasers	—	445	402	102	14	0	13	32	102	3	0	0	254	314	386	699	132	293	23	7	306	93	—	—	—	—	—	—
2013	28	AAA MLE	Omaha Storm Chasers	—	467	427	90	15	0	6	30	139	3	0	0	211	267	288	555	77	283	30	6	251	56	—	—	—	—	—	—
2014	29	AAA MLE	Louisville Bats	—	68	57	9	0	0	0	11	14	0	0	0	158	294	158	452		216	21	16	228	40	—	—	—	—	—	—
2014	29	AA MLE	Northwest Arkansas Naturals	—	142	132	28	4	1	2	10	46	0	0	0	212	268	303	571	91	305	32	7	247	53	—	—	—	—	—	—
2015	30	AAA MLE	Olmecas de Tabasco	—	450	401	93	26	1	12	37	82	5	2	0	232	305	392	696	160	252	18	8	305	93	—	—	—	—	—	—
2016	31	AAA MLE	Toros de Tijuana	—	221	205	49	8	0	3	14	42	1	1	0	239	291	322	613	83	284	19	6	270	69	—	—	—	—	—	—
2017	32	AAA MLE	Saraperos de Saltillo	—	373	329	81	14	0	9	34	71	7	1	1	246	330	371	701	125	284	19	9	312	97	—	—	—	—	—	—
2005	20	ROK MLE	Danville Braves	—	278	252	67	14	0	6	18	58	4	1	2	266	325	393	718	127	318	21	6	319	102	—	—	—	—	—	—
2005	20	ROK RAW	Danville Braves	—	278	239	83	19	0	8	31	41	4	1	2	347	431	527	958	180	387	15	11	418	102	—	—	—	—	—	—
2006	21	A MLE	Lake County Captains	—	487	422	102	19	1	11	56	132	4	2	0	242	336	370	706	128	320	27	11	310	96	—	—	—	—	—	—
2006	21	A RAW	Lake County Captains	—	487	394	115	23	1	13	84	99	4	2	0	292	421	454	875	162	355	20	17	391	96	—	—	—	—	—	—
2007	22	A+ MLE	Bakersfield Blaze	—	480	415	107	25	0	15	50	137	8	2	0	258	349	427	775	169	341	29	10	337	114	—	—	—	—	—	—
2007	22	A+ RAW	Bakersfield Blaze	—	480	391	119	30	0	16	74	102	8	2	0	304	425	504	929	199	368	21	15	407	114	—	—	—	—	—	—
2008	23	AA MLE	3 teams	—	385	337	94	15	2	17	35	100	10	2	2	279	364	487	851	208	345	26	9	367	134	—	—	—	—	—	—
2008	23	AA RAW	3 teams	—	385	326	105	18	2	21	46	84	10	2	2	322	421	583	1.004	261	375	22	12	435	134	—	—	—	—	—	—
2009	24	AAA MLE	Oklahoma City RedHawks	—	320	284	54	10	0	4	25	110	4	1	0	190	265	268	533	77	284	34	8	243	51	—	—	—	—	—	—
2009	24	AAA RAW	Oklahoma City RedHawks	—	320	274	64	13	0	5	35	85	4	1	0	234	329	336	665	102	311	27	11	300	51	—	—	—	—	—	—
2010	25	AAA MLE	3 teams	—	529	454	101	17	0	8	53	152	10	0	0	222	317	313	630	90	305	29	10	281	76	—	—	—	—	—	—
2010	25	AAA RAW	3 teams	—	529	443	122	21	0	7	64	113	10	0	0	275	379	370	749	95	344	21	12	338	76	—	—	—	—	—	—
2011	26	AAA MLE	2 teams	—	473	438	102	19	1	14	22	116	7	0	0	233	281	377	657	144	281	25	5	290	82	—	—	—	—	—	—
2011	26	AAA RAW	2 teams	—	473	422	108	22	1	16	38	99	7	0	0	256	328	427	754	171	295	21	8	332	82	—	—	—	—	—	—
2012	27	AAA MLE	2 teams	—	594	536	136	18	0	18	43	137	7	1	0	254	317	388	705	134	304	23	7	306	93	—	—	—	—	—	—
2012	27	AAA RAW	2 teams	—	594	514	155	23	0	19	65	101	7	1	0	302	387	457	845	156	339	17	11	373	93	—	—	—	—	—	—
2013	28	AAA MLE	2 teams	—	606	554	117	20	0	8	39	180	6	0	0	211	270	291	561	79	292	30	6	251	56	—	—	—	—	—	—
2013	28	AAA RAW	2 teams	—	606	535	142	30	0	14	58	132	6	0	0	265	344	400	744	135	323	22	10	332	56	—	—	—	—	—	—
2014	29	AA MLE	2 teams	—	210	190	37	4	1	2	20	60	0	0	0	195	271	258	529	63	273	29	10	241	49	—	—	—	—	—	—
2014	29	AA RAW	2 teams	—	210	179	43	5	1	3	31	48	0	0	0	240	352	330	682	89	312	23	15	317	49	—	—	—	—	—	—
2015	30	AAA MLE	2 teams	—	595	532	123	35	1	16	49	108	6	2	0	231	303	391	694	160	257	18	8	305	93	—	—	—	—	—	—
2015	30	AAA RAW	2 teams	—	595	502	142	38	1	23	79	92	6	2	0	283	387	500	887	217	301	15	13	387	93	—	—	—	—	—	—
2016	31	AAA MLE	2 teams	—	282	263	62	11	0	3	17	53	1	1	0	236	285	312	596	76	284	19	6	270	69	—	—	—	—	—	—
2016	31	AAA RAW	2 teams	—	282	252	70	16	0	6	28	44	1	1	0	278	352	413	765	135	315	16	10	343	69	—	—	—	—	—	—
2017	32	AAA MLE	2 teams	—	524	463	115	20	0	13	48	100	8	1	1	248	329	376	705	127	287	19	9	312	97	—	—	—	—	—	—
2017	32	AAA RAW	2 teams	—	524	448	129	21	0	21	63	96	8	1	1	288	385	475	861	188	321	18	12	380	97	—	—	—	—	—	—
2018	33	INTL MLE	Mayos de Navojoa	—	34	28	2	2	0	0	6	8	0	0	0	71	235	143	378	71	100	24	18	—	—	—	—	—	—	—	—
2018	33	INTL RAW	Mayos de Navojoa	—	34	28	2	2	0	0	6	8	0	0	0	71	235	143	378	71	100	24	18	199	21	—	—	—	—	—	—
2005	20	ROK MLE	Danville Braves	—	278	254	67	14	0	6	18	58	4	1	2	264	325	390	715	126	314	21	6	319	102	—	—	—	—	—	—
2006	21	A MLE	Lake County Captains	—	487	424	102	19	1	11	56	132	4	2	0	241	336	368	704	127	313	27	11	310	96	—	—	—	—	—	—
2007	22	A+ MLE	Bakersfield Blaze	—	480	419	107	25	0	15	50	137	8	2	0	255	349	422	771	167	329	29	10	337	114	—	—	—	—	—	—
2008	23	AA MLE	3 teams	—	385	337	94	15	2	17	35	100	10	2	2	279	364	487	851	208	336	26	9	367	134	—	—	—	—	—	—
2009	24	AAA MLE	Oklahoma City RedHawks	—	320	288	54	10	0	4	25	110	4	1	0	188	265	264	529	76	275	34	8	243	51	—	—	—	—	—	—
2010	25	AAA MLE	3 teams	—	529	461	101	17	0	8	53	152	10	0	0	219	317	308	625	89	292	29	10	281	76	—	—	—	—	—	—
2011	26	AAA MLE	2 teams	—	473	441	102	19	1	14	22	116	7	0	0	231	281	374	655	143	275	25	5	290	82	—	—	—	—	—	—
2012	27	AAA MLE	2 teams	—	594	539	136	18	0	18	43	137	7	1	0	252	317	386	703	134	293	23	7	306	93	—	—	—	—	—	—
2013	28	AAA MLE	2 teams	—	606	556	117	20	0	8	39	180	6	0	0	210	270	290	560	79	283	30	6	251	56	—	—	—	—	—	—
2014	29	AA MLE	2 teams	—	210	188	37	4	1	2	20	60	0	0	0	197	271	261	532	64	276	29	10	241	49	—	—	—	—	—	—
2015	30	AAA MLE	2 teams	—	595	535	123	35	1	16	49	108	6	2	0	230	303	389	692	159	252	18	8	305	93	—	—	—	—	—	—
2016	31	AAA MLE	2 teams	—	282	262	62	11	0	3	17	53	1	1	0	237	285	313	598	76	284	19	6	270	69	—	—	—	—	—	—
2017	32	AAA MLE	2 teams	—	524	463	115	20	0	13	48	100	8	1	1	248	329	376	705	127	284	19	9	312	97	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	140	115	25	4	0	4	18	37	5	0	0	217	348	357	704	139	276	26	13	322	86	+1	+0	-5	+16	+3	1.6
/ 162G	—	A+C		—	650	534	117	19	0	19	84	172	23	0	0	219	349	361	711	142	278	26	13	322	86	+3	+0	-22	+76	+14	7.2
Career	—	MLE		—	5797	5168	1219	229	6	135	481	1451	75	13	5	236	310	361	671	125	297	25	8	295	86	+1	+0	-5	+16	+3	1.6
/ 162G	—	MLE		—	650	579	137	26	1	15	54	163	8	1	1	237	310	363	673	126	298	25	8	295	86	+3	+0	-22	+76	+14	7.2

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.

2017 AAASaraperos de Saltillo · 373 PAwOBA .413 → .312 (−101)K% 15.3% → 19.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.28%	÷0.961	×1.200	—	—	19.08%
BB% (unintentional) /PA	13.94%	÷0.994	×0.690	—	×0.942	9.12%
HBP% /PA	1.88%	—	×0.940	—	×0.942	1.66%
Singles /BIP	27.17%	÷1.067	×0.930	×0.999	×0.942	22.29%
Doubles /BIP	6.69%	÷0.972	×0.830	×0.999	×0.942	5.38%
Triples /BIP	0.00%	÷1.150	×0.920	×0.999	×0.942	0.00%
Home runs /BIP	5.91%	÷1.093	×0.700	—	×0.942	3.56%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 118, 1B 113, 2B 94, 3B 130, K 92, BB 99 — applied at half strength. Age: age 33 vs a level average of 27.2 → −5.8% on BB/HBP/hit rates (5.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.999.

Result: wOBA .413 → .312; ISO .199 → .135; BABIP .355 → .284. 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 AAAToros de Tijuana · 221 PAwOBA .344 → .270 (−74)K% 16.7% → 18.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.74%	÷1.062	×1.200	—	—	18.92%
BB% (unintentional) /PA	9.95%	÷1.055	×0.690	—	×0.952	6.20%
HBP% /PA	0.45%	—	×0.940	—	×0.952	0.40%
Singles /BIP	26.42%	÷0.967	×0.930	×0.950	×0.952	22.97%
Doubles /BIP	6.29%	÷0.926	×0.830	×0.950	×0.952	5.10%
Triples /BIP	0.00%	÷0.941	×0.920	×0.950	×0.952	0.00%
Home runs /BIP	3.14%	÷1.278	×0.700	—	×0.952	1.64%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 156, 1B 93, 2B 85, 3B 88, K 112, BB 111 — 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 .344 → .270; ISO .128 → .084; BABIP .335 → .284. 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 AAAOlmecas de Tabasco · 450 PAwOBA .384 → .305 (−79)K% 14.7% → 18.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	14.67%	÷0.969	×1.200	—	—	18.16%
BB% (unintentional) /PA	12.22%	÷0.986	×0.690	—	×0.962	8.23%
HBP% /PA	1.11%	—	×0.940	—	×0.962	1.00%
Singles /BIP	18.79%	÷1.017	×0.930	×0.999	×0.962	16.51%
Doubles /BIP	10.19%	÷1.011	×0.830	×0.999	×0.962	8.04%
Triples /BIP	0.32%	÷0.986	×0.920	×0.999	×0.962	0.29%
Home runs /BIP	5.41%	÷1.011	×0.700	—	×0.962	3.61%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 102, 1B 103, 2B 102, 3B 97, K 94, BB 97 — 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 ×0.999.

Result: wOBA .384 → .305; ISO .224 → .167; BABIP .303 → .252. 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 AANorthwest Arkansas Naturals · 142 PAwOBA .319 → .247 (−72)K% 26.1% → 32.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	26.06%	÷0.984	×1.220	—	—	32.32%
BB% (unintentional) /PA	10.56%	÷1.028	×0.700	—	×0.948	6.82%
HBP% /PA	0.00%	—	×0.870	—	×0.948	0.00%
Singles /BIP	26.67%	÷0.977	×0.920	×1.021	×0.948	24.31%
Doubles /BIP	5.56%	÷0.969	×0.840	×1.021	×0.948	4.66%
Triples /BIP	1.11%	÷1.127	×0.940	×1.021	×0.948	0.90%
Home runs /BIP	3.33%	÷1.199	×0.800	—	×0.948	2.11%

Factors used: league row TL. Park (home-season share, regressed): HR 140, 1B 95, 2B 94, 3B 125, K 97, BB 106 — applied at half strength. Age: age 30 vs a level average of 24.8 → −5.2% on BB/HBP/hit rates (5.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.021.

Result: wOBA .319 → .247; ISO .126 → .087; BABIP .345 → .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).

2014 AAALouisville Bats · 68 PAwOBA .292 → .228 (−63)K% 16.2% → 21.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.18%	÷0.926	×1.200	—	—	20.96%
BB% (unintentional) /PA	23.53%	÷1.008	×0.690	—	×0.972	15.65%
HBP% /PA	0.00%	—	×0.940	—	×0.972	0.00%
Singles /BIP	24.39%	÷0.999	×0.930	×0.978	×0.972	21.59%
Doubles /BIP	0.00%	÷1.108	×0.830	×0.978	×0.972	0.00%
Triples /BIP	0.00%	÷1.150	×0.970	×0.978	×0.972	0.00%
Home runs /BIP	0.00%	÷0.928	×0.840	—	×0.972	0.00%

Factors used: league row IL. Park (home-season share, regressed): HR 86, 1B 100, 2B 122, 3B 130, K 85, BB 102 — 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 ×0.978.

Result: wOBA .292 → .228; ISO .000 → .000; BABIP .244 → .216. 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 AAAOmaha Storm Chasers · 467 PAwOBA .316 → .251 (−65)K% 22.1% → 29.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	22.06%	÷0.958	×1.290	—	—	29.70%
BB% (unintentional) /PA	9.42%	÷1.032	×0.710	—	×0.982	6.37%
HBP% /PA	0.64%	—	×0.980	—	×0.982	0.62%
Singles /BIP	25.97%	÷1.007	×0.900	×1.019	×0.982	23.25%
Doubles /BIP	6.17%	÷0.973	×0.810	×1.019	×0.982	5.14%
Triples /BIP	0.00%	÷0.906	×0.810	×1.019	×0.982	0.00%
Home runs /BIP	2.92%	÷1.024	×0.780	—	×0.982	2.19%

Factors used: league row PCL. Park (home-season share, regressed): HR 105, 1B 101, 2B 95, 3B 81, K 92, 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 ×1.019.

Result: wOBA .316 → .251; ISO .112 → .084; BABIP .324 → .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).

2012 AAAOmaha Storm Chasers · 445 PAwOBA .368 → .306 (−62)K% 18.4% → 23.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.43%	÷1.035	×1.290	—	—	22.98%
BB% (unintentional) /PA	10.34%	÷1.012	×0.710	—	×0.992	7.20%
HBP% /PA	0.67%	—	×0.980	—	×0.992	0.66%
Singles /BIP	27.21%	÷1.010	×0.900	×1.008	×0.992	24.26%
Doubles /BIP	5.25%	÷0.949	×0.810	×1.008	×0.992	4.48%
Triples /BIP	0.00%	÷0.998	×0.810	×1.008	×0.992	0.00%
Home runs /BIP	5.57%	÷1.001	×0.780	—	×0.992	4.31%

Factors used: league row PCL. Park (home-season share, regressed): HR 100, 1B 102, 2B 90, 3B 100, K 107, BB 102 — 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 ×1.008.

Result: wOBA .368 → .306; ISO .173 → .138; BABIP .336 → .293. 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 AAAFresno Grizzlies · 297 PAwOBA .353 → .290 (−63)K% 19.5% → 24.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.53%	÷1.027	×1.290	—	—	24.54%
BB% (unintentional) /PA	6.73%	÷1.043	×0.710	—	×1.003	4.60%
HBP% /PA	1.35%	—	×0.980	—	×1.003	1.32%
Singles /BIP	21.63%	÷0.960	×0.900	×1.018	×1.003	20.70%
Doubles /BIP	7.21%	÷1.013	×0.810	×1.018	×1.003	5.89%
Triples /BIP	0.48%	÷1.150	×0.810	×1.018	×1.003	0.35%
Home runs /BIP	6.25%	÷1.112	×0.780	—	×1.003	4.40%

Factors used: league row PCL. Park (home-season share, regressed): HR 122, 1B 92, 2B 103, 3B 130, K 105, BB 109 — 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 ×1.018.

Result: wOBA .353 → .290; ISO .211 → .154; BABIP .305 → .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).

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