Frank Diaz

PosCF

B/TR/R

Born1983-10-06

Age (2027)43

No MLB projection yet. Career stats below are historical.

Overview

INTLLAST SEASON 2022

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2019	35	AAA/INTL2 orgs	474	.269/.320/.414	12	5	72	—	.214/.249/.304
2021	37	INTLBravos de Mar…	109	.270/.330/.430	4	0	116	—
2022	38	INTLBravos de Mar…	21	.300/.300/.350	0	0	73	—

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+	Potomac Nationals	—	585	554	173	45	5	16	20	67	7	14	9	312	344	498	842	186	331	11	3	368	95	—	—	—	—	—	—
2006	22	AA	Harrisburg Senators	—	428	402	104	17	1	9	19	59	3	5	5	259	297	373	670	114	283	14	4	297	65	—	—	—	—	—	—
2007	23	AA	Harrisburg Senators	—	452	416	106	20	2	14	26	68	3	9	3	255	303	413	717	159	271	15	6	314	72	—	—	—	—	—	—
2008	24	AAA	Columbus Clippers	—	126	117	34	6	1	0	6	19	1	4	2	291	331	359	690	68	347	15	5	307	76	—	—	—	—	—	—
2008	24	A+	Potomac Nationals	—	176	164	42	10	1	2	9	27	1	5	0	256	299	366	665	110	296	15	5	295	38	—	—	—	—	—	—
2009	25	AAA	Petroleros de Minatitlan	—	156	137	35	6	0	6	18	19	1	0	1	255	346	431	777	175	259	12	12	348	76	—	—	—	—	—	—
2010	26	AAA	Petroleros de Minatitlan	—	435	400	135	34	0	13	25	39	3	2	3	338	381	520	901	182	346	9	6	391	101	—	—	—	—	—	—
2010	26	INTL	Bravos de Margarita	—	222	199	50	7	1	7	17	32	3	5	1	251	320	402	722	151	267	14	8	319	102	—	—	—	—	—	—
2011	27	AAA	Petroleros de Minatitlan	—	84	77	30	7	0	7	4	13	2	2	0	390	434	753	1.187	364	404	15	5	504	151	—	—	—	—	—	—
2011	27	INTL	Bravos de Margarita	—	202	183	47	5	1	1	17	32	2	1	2	257	327	311	638	55	307	16	8	295	86	—	—	—	—	—	—
2012	28	AAA	Rojos del Aguila de Veracruz	—	462	428	120	23	3	27	29	75	4	6	1	280	332	537	869	257	285	16	6	377	77	—	—	—	—	—	—
2012	28	INTL	Bravos de Margarita	—	227	201	61	15	2	2	20	37	3	2	1	303	375	428	803	124	362	16	9	356	127	—	—	—	—	—	—
2013	29	AAA	Broncos de Reynosa	—	479	442	159	29	2	21	35	66	1	3	0	360	408	577	985	217	388	14	7	430	116	—	—	—	—	—	—
2013	29	INTL	Navegantes del Magallanes	—	148	133	39	7	0	2	13	26	2	0	0	293	365	391	756	98	352	18	9	344	119	—	—	—	—	—	—
2014	30	AAA	Broncos de Reynosa	—	488	423	140	22	0	23	55	68	6	0	2	331	415	546	961	215	349	14	11	420	101	—	—	—	—	—	—
2014	30	INTL	Navegantes del Magallanes	—	146	128	31	8	0	3	15	23	2	0	0	242	329	375	704	133	275	16	10	319	102	—	—	—	—	—	—
2015	31	AAA	Broncos de Tamaulipas	—	438	395	132	23	0	16	37	59	1	1	0	334	392	514	906	180	358	13	8	396	93	—	—	—	—	—	—
2015	31	INTL	Navegantes del Magallanes	—	123	107	37	6	0	2	11	19	3	1	1	346	421	458	879	112	402	15	9	390	150	—	—	—	—	—	—
2016	32	AAA	Guerreros de Oaxaca	—	458	414	135	22	3	13	31	48	3	1	0	326	377	488	865	162	338	10	7	375	72	—	—	—	—	—	—
2016	32	INTL	Navegantes del Magallanes	—	217	198	49	5	0	3	16	40	1	0	0	247	307	318	625	71	293	18	7	284	78	—	—	—	—	—	—
2017	33	AAA	Piratas de Campeche	—	450	406	124	26	3	13	38	61	3	2	0	305	369	480	849	175	331	14	8	374	78	—	—	—	—	—	—
2018	34	INTL	Bravos de Margarita	—	64	55	11	1	0	0	9	6	0	0	0	200	312	218	531	18	224	9	14	260	62	—	—	—	—	—	—
2019	35	AAA	Tigres de Quintana Roo	—	317	291	78	20	0	6	20	64	1	0	2	268	316	399	715	131	321	20	6	315	51	—	—	—	—	—	—
2019	35	INTL	Bravos de Margarita	—	157	141	38	7	0	6	13	28	0	5	0	270	327	447	774	177	296	18	8	339	115	—	—	—	—	—	—
2021	37	INTL	Bravos de Margarita	—	109	100	27	4	0	4	8	13	1	0	1	270	330	430	760	160	277	12	7	339	116	—	—	—	—	—	—
2022	38	INTL	Bravos de Margarita	—	21	20	6	1	0	0	0	1	0	0	0	300	300	350	650	50	300	5	0	277	73	—	—	—	—	—	—
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2005	21	A+ MLE	Potomac Nationals	—	585	562	152	36	4	14	12	95	7	14	9	270	294	423	718	153	301	16	2	308	95	—	—	—	—	—	—
2006	22	AA MLE	Harrisburg Senators	—	428	410	100	15	1	7	11	72	3	5	5	244	269	337	605	93	276	17	3	265	65	—	—	—	—	—	—
2007	23	AA MLE	Harrisburg Senators	—	452	424	100	18	2	11	18	83	3	9	3	236	272	366	637	130	259	18	4	274	72	—	—	—	—	—	—
2008	24	AAA MLE	Columbus Clippers	—	126	119	33	5	1	0	4	23	1	4	2	277	306	336	643	59	336	18	3	280	76	—	—	—	—	—	—
2008	24	A+ MLE	Potomac Nationals	—	176	167	34	7	1	2	6	38	1	5	0	204	236	293	529	90	250	22	3	224	38	—	—	—	—	—	—
2009	25	AAA MLE	Petroleros de Minatitlan	—	156	143	31	5	0	4	12	23	1	0	1	217	282	336	618	119	234	15	8	280	76	—	—	—	—	—	—
2010	26	AAA MLE	Petroleros de Minatitlan	—	435	411	119	28	0	7	14	47	3	2	3	290	318	409	727	119	307	11	3	318	101	—	—	—	—	—	—
2011	27	AAA MLE	Petroleros de Minatitlan	—	84	79	26	6	0	5	2	16	2	2	0	329	361	595	956	266	342	19	2	391	151	—	—	—	—	—	—
2012	28	AAA MLE	Rojos del Aguila de Veracruz	—	462	441	99	16	3	18	16	90	4	6	1	224	258	397	655	172	243	19	3	282	77	—	—	—	—	—	—
2013	29	AAA MLE	Broncos de Reynosa	—	479	455	137	21	2	15	22	78	1	3	0	301	335	455	790	154	332	16	5	339	116	—	—	—	—	—	—
2014	30	AAA MLE	Broncos de Reynosa	—	488	449	116	17	0	18	29	80	6	0	2	258	312	416	728	158	272	16	6	318	101	—	—	—	—	—	—
2015	31	AAA MLE	Broncos de Tamaulipas	—	438	415	110	16	0	13	18	72	1	1	0	265	297	398	695	133	289	16	4	306	93	—	—	—	—	—	—
2016	32	AAA MLE	Guerreros de Oaxaca	—	458	429	105	17	2	7	16	60	3	1	0	245	277	343	619	98	259	13	3	274	72	—	—	—	—	—	—
2017	33	AAA MLE	Piratas de Campeche	—	450	420	102	21	3	7	24	72	3	2	0	243	289	357	646	114	275	16	5	283	78	—	—	—	—	—	—
2019	35	AAA MLE	Tigres de Quintana Roo	—	317	299	64	15	0	4	13	76	1	0	2	214	249	304	554	90	265	24	4	244	51	—	—	—	—	—	—
2005	21	A+ MLE	Potomac Nationals	—	585	562	152	36	4	14	12	95	7	14	9	270	294	423	718	153	303	16	2	308	95	—	—	—	—	—	—
2005	21	A+ RAW	Potomac Nationals	—	585	554	173	45	5	16	20	67	7	14	9	312	344	498	842	186	331	11	3	368	95	—	—	—	—	—	—
2006	22	AA MLE	Harrisburg Senators	—	428	410	100	15	1	7	11	72	3	5	5	244	269	337	605	93	279	17	3	265	65	—	—	—	—	—	—
2006	22	AA RAW	Harrisburg Senators	—	428	402	104	17	1	9	19	59	3	5	5	259	297	373	670	114	283	14	4	297	65	—	—	—	—	—	—
2007	23	AA MLE	Harrisburg Senators	—	452	424	100	18	2	11	18	83	3	9	3	236	272	366	637	130	266	18	4	274	72	—	—	—	—	—	—
2007	23	AA RAW	Harrisburg Senators	—	452	416	106	20	2	14	26	68	3	9	3	255	303	413	717	159	271	15	6	314	72	—	—	—	—	—	—
2008	24	A+ MLE	2 teams	—	302	286	68	13	2	2	10	61	2	9	2	238	268	318	587	80	296	20	3	247	54	—	—	—	—	—	—
2008	24	A+ RAW	2 teams	—	302	281	76	16	2	2	15	46	2	9	2	270	312	363	675	93	318	15	5	300	54	—	—	—	—	—	—
2009	25	AAA MLE	Petroleros de Minatitlan	—	156	143	31	5	0	4	12	23	1	0	1	217	282	336	618	119	233	15	8	280	76	—	—	—	—	—	—
2009	25	AAA RAW	Petroleros de Minatitlan	—	156	137	35	6	0	6	18	19	1	0	1	255	346	431	777	175	259	12	12	348	76	—	—	—	—	—	—
2010	26	AAA MLE	2 teams	—	657	619	181	43	0	11	22	72	6	7	4	292	323	415	738	123	314	11	3	318	101	—	—	—	—	—	—
2010	26	AAA RAW	2 teams	—	657	599	185	41	1	20	42	71	6	7	4	309	360	481	841	172	321	11	6	367	101	—	—	—	—	—	—
2011	27	INTL MLE	2 teams	—	286	275	86	19	0	17	6	54	4	3	2	313	337	567	904	255	338	19	2	391	151	—	—	—	—	—	—
2011	27	INTL RAW	2 teams	—	286	260	77	12	1	8	21	45	4	3	2	296	358	442	800	146	333	16	7	356	151	—	—	—	—	—	—
2012	28	AAA MLE	2 teams	—	689	654	148	24	4	27	24	134	7	8	2	226	261	399	660	173	245	19	3	282	77	—	—	—	—	—	—
2012	28	AAA RAW	2 teams	—	689	629	181	38	5	29	49	112	7	8	2	288	346	502	848	215	311	16	7	370	77	—	—	—	—	—	—
2013	29	AAA MLE	2 teams	—	627	595	178	27	2	20	28	102	3	3	0	299	334	452	786	153	333	16	4	339	116	—	—	—	—	—	—
2013	29	AAA RAW	2 teams	—	627	575	198	36	2	23	48	92	3	3	0	344	398	534	932	190	380	15	8	410	116	—	—	—	—	—	—
2014	30	AAA MLE	2 teams	—	634	584	150	22	0	23	38	104	8	0	2	257	311	413	724	156	276	16	6	318	101	—	—	—	—	—	—
2014	30	AAA RAW	2 teams	—	634	551	171	30	0	26	70	91	8	0	2	310	395	506	902	196	332	14	11	397	101	—	—	—	—	—	—
2015	31	AAA MLE	2 teams	—	561	529	142	21	0	17	22	93	4	2	1	268	303	405	707	136	295	17	4	306	93	—	—	—	—	—	—
2015	31	AAA RAW	2 teams	—	561	502	169	29	0	18	48	78	4	2	1	337	398	502	900	165	367	14	9	395	93	—	—	—	—	—	—
2016	32	AAA MLE	2 teams	—	675	635	156	25	3	11	24	89	4	1	0	246	278	346	624	101	266	13	4	274	72	—	—	—	—	—	—
2016	32	AAA RAW	2 teams	—	675	612	184	27	3	16	47	88	4	1	0	301	354	433	787	132	324	13	7	346	72	—	—	—	—	—	—
2017	33	AAA MLE	Piratas de Campeche	—	450	420	102	21	3	7	24	72	3	2	0	243	289	357	646	114	276	16	5	283	78	—	—	—	—	—	—
2017	33	AAA RAW	Piratas de Campeche	—	450	406	124	26	3	13	38	61	3	2	0	305	369	480	849	175	331	14	8	374	78	—	—	—	—	—	—
2018	34	INTL MLE	Bravos de Margarita	—	64	55	11	1	0	0	9	6	0	0	0	200	312	218	531	18	224	9	14	—	—	—	—	—	—	—	—
2018	34	INTL RAW	Bravos de Margarita	—	64	55	11	1	0	0	9	6	0	0	0	200	312	218	531	18	224	9	14	260	62	—	—	—	—	—	—
2019	35	AAA MLE	2 teams	—	474	448	96	22	0	7	20	114	1	5	2	214	249	310	560	96	269	24	4	244	51	—	—	—	—	—	—
2019	35	AAA RAW	2 teams	—	474	432	116	27	0	12	33	92	1	5	2	269	320	414	734	146	313	19	7	323	51	—	—	—	—	—	—
2021	37	INTL MLE	Bravos de Margarita	—	109	100	27	4	0	4	8	13	1	0	1	270	330	430	760	160	277	12	7	—	—	—	—	—	—	—	—
2021	37	INTL RAW	Bravos de Margarita	—	109	100	27	4	0	4	8	13	1	0	1	270	330	430	760	160	277	12	7	339	116	—	—	—	—	—	—
2022	38	INTL MLE	Bravos de Margarita	—	21	20	6	1	0	0	0	1	0	0	0	300	300	350	650	50	300	5	0	—	—	—	—	—	—	—	—
2022	38	INTL RAW	Bravos de Margarita	—	21	20	6	1	0	0	0	1	0	0	0	300	300	350	650	50	300	5	0	277	73	—	—	—	—	—	—
2005	21	A+ MLE	Potomac Nationals	—	585	561	152	36	4	14	12	95	7	14	9	271	294	424	719	153	301	16	2	308	95	—	—	—	—	—	—
2006	22	AA MLE	Harrisburg Senators	—	428	411	100	15	1	7	11	72	3	5	5	243	269	336	605	92	276	17	3	265	65	—	—	—	—	—	—
2007	23	AA MLE	Harrisburg Senators	—	452	428	100	18	2	11	18	83	3	9	3	234	272	362	634	129	259	18	4	274	72	—	—	—	—	—	—
2008	24	A+ MLE	2 teams	—	302	287	68	13	2	2	10	61	2	9	2	237	268	317	586	80	286	20	3	247	54	—	—	—	—	—	—
2009	25	AAA MLE	Petroleros de Minatitlan	—	156	142	31	5	0	4	12	23	1	0	1	218	282	338	620	120	234	15	8	280	76	—	—	—	—	—	—
2010	26	AAA MLE	2 teams	—	657	624	181	43	0	11	22	72	6	7	4	290	323	412	735	122	307	11	3	318	101	—	—	—	—	—	—
2011	27	INTL MLE	2 teams	—	286	274	86	19	0	17	6	54	4	3	2	314	337	569	906	255	342	19	2	391	151	—	—	—	—	—	—
2012	28	AAA MLE	2 teams	—	689	653	148	24	4	27	24	134	7	8	2	227	261	400	661	173	243	19	3	282	77	—	—	—	—	—	—
2013	29	AAA MLE	2 teams	—	627	591	178	27	2	20	28	102	3	3	0	301	334	455	789	154	332	16	4	339	116	—	—	—	—	—	—
2014	30	AAA MLE	2 teams	—	634	583	150	22	0	23	38	104	8	0	2	257	311	413	724	156	272	16	6	318	101	—	—	—	—	—	—
2015	31	AAA MLE	2 teams	—	561	530	142	21	0	17	22	93	4	2	1	268	303	404	706	136	289	17	4	306	93	—	—	—	—	—	—
2016	32	AAA MLE	2 teams	—	675	642	156	25	3	11	24	89	4	1	0	243	278	343	620	100	259	13	4	274	72	—	—	—	—	—	—
2017	33	AAA MLE	Piratas de Campeche	—	450	420	102	21	3	7	24	72	3	2	0	243	289	357	646	114	275	16	5	283	78	—	—	—	—	—	—
2019	35	AAA MLE	2 teams	—	474	450	96	22	0	7	20	114	1	5	2	213	249	309	558	96	265	24	4	244	51	—	—	—	—	—	—
▸ Career Totals
Career	—	MLE		—	7170	6759	1734	317	21	182	288	1188	57	68	34	257	293	390	683	134	286	17	4	288	81	-162	+0	+0	+26	+155	1.9
/ 162G	—	MLE		—	650	613	157	29	2	16	26	108	5	6	3	256	292	388	680	132	286	17	4	288	81	-15	+0	+0	+2	+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.

2019 AAATigres de Quintana Roo · 317 PAwOBA .310 → .244 (−65)K% 20.2% → 24.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	20.19%	÷1.008	×1.200	—	—	24.03%
BB% (unintentional) /PA	6.31%	÷0.966	×0.690	—	×0.940	4.23%
HBP% /PA	0.32%	—	×0.940	—	×0.940	0.28%
Singles /BIP	22.91%	÷0.962	×0.930	×0.950	×0.940	19.78%
Doubles /BIP	8.81%	÷0.990	×0.830	×0.950	×0.940	6.60%
Triples /BIP	0.00%	÷0.900	×0.920	×0.950	×0.940	0.00%
Home runs /BIP	2.64%	÷0.898	×0.700	—	×0.940	1.94%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 80, 1B 92, 2B 98, 3B 80, K 102, BB 93 — applied at half strength. Age: age 36 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (8.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.

Result: wOBA .310 → .244; ISO .131 → .097; BABIP .321 → .265. 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 AAAPiratas de Campeche · 450 PAwOBA .365 → .283 (−82)K% 13.6% → 15.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.56%	÷1.024	×1.200	—	—	15.88%
BB% (unintentional) /PA	8.22%	÷0.986	×0.690	—	×0.940	5.41%
HBP% /PA	0.67%	—	×0.940	—	×0.940	0.59%
Singles /BIP	23.77%	÷1.003	×0.930	×0.981	×0.940	20.33%
Doubles /BIP	7.54%	÷0.953	×0.830	×0.981	×0.940	6.06%
Triples /BIP	0.87%	÷0.959	×0.920	×0.981	×0.940	0.77%
Home runs /BIP	3.77%	÷1.263	×0.700	—	×0.940	1.96%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 153, 1B 101, 2B 91, 3B 92, K 105, BB 97 — 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 ×0.981.

Result: wOBA .365 → .283; ISO .175 → .117; BABIP .331 → .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).

2016 AAAGuerreros de Oaxaca · 458 PAwOBA .368 → .274 (−95)K% 10.5% → 13.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	10.48%	÷0.956	×1.200	—	—	13.16%
BB% (unintentional) /PA	5.90%	÷1.092	×0.690	—	×0.942	3.51%
HBP% /PA	0.66%	—	×0.940	—	×0.942	0.58%
Singles /BIP	26.50%	÷1.086	×0.930	×0.978	×0.942	20.91%
Doubles /BIP	6.01%	÷1.046	×0.830	×0.978	×0.942	4.40%
Triples /BIP	0.82%	÷1.150	×0.920	×0.978	×0.942	0.60%
Home runs /BIP	3.55%	÷1.190	×0.700	—	×0.942	1.97%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 138, 1B 117, 2B 109, 3B 130, K 91, BB 118 — 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 ×0.978.

Result: wOBA .368 → .274; ISO .162 → .105; BABIP .338 → .259. 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 AAABroncos de Tamaulipas · 438 PAwOBA .384 → .306 (−78)K% 13.5% → 16.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.47%	÷0.980	×1.200	—	—	16.50%
BB% (unintentional) /PA	6.85%	÷1.122	×0.690	—	×0.952	4.01%
HBP% /PA	0.23%	—	×0.940	—	×0.952	0.20%
Singles /BIP	27.68%	÷1.000	×0.930	×0.957	×0.952	23.44%
Doubles /BIP	6.85%	÷1.108	×0.830	×0.957	×0.952	4.67%
Triples /BIP	0.00%	÷1.150	×0.920	×0.957	×0.952	0.00%
Home runs /BIP	4.76%	÷0.851	×0.700	—	×0.952	3.73%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 70, 1B 100, 2B 122, 3B 130, K 96, BB 124 — 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 ×0.957.

Result: wOBA .384 → .306; ISO .180 → .139; BABIP .358 → .289. 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 AAABroncos de Reynosa · 488 PAwOBA .406 → .318 (−87)K% 13.9% → 16.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.93%	÷1.016	×1.200	—	—	16.45%
BB% (unintentional) /PA	9.43%	÷1.048	×0.690	—	×0.962	5.97%
HBP% /PA	1.23%	—	×0.940	—	×0.962	1.11%
Singles /BIP	26.76%	÷1.065	×0.930	×0.962	×0.962	21.62%
Doubles /BIP	6.20%	÷1.061	×0.830	×0.962	×0.962	4.48%
Triples /BIP	0.00%	÷1.150	×0.920	×0.962	×0.962	0.00%
Home runs /BIP	6.48%	÷0.912	×0.700	—	×0.962	4.78%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 82, 1B 113, 2B 112, 3B 130, K 103, BB 110 — 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 ×0.962.

Result: wOBA .406 → .318; ISO .215 → .166; BABIP .349 → .272. 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 AAABroncos de Reynosa · 479 PAwOBA .418 → .339 (−79)K% 13.8% → 16.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.78%	÷1.012	×1.200	—	—	16.34%
BB% (unintentional) /PA	6.89%	÷1.031	×0.690	—	×0.972	4.48%
HBP% /PA	0.21%	—	×0.940	—	×0.972	0.19%
Singles /BIP	28.46%	÷0.994	×0.930	×1.007	×0.972	26.07%
Doubles /BIP	7.71%	÷1.155	×0.830	×1.007	×0.972	5.42%
Triples /BIP	0.53%	÷1.150	×0.920	×1.007	×0.972	0.42%
Home runs /BIP	5.59%	÷0.932	×0.700	—	×0.972	4.08%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 86, 1B 99, 2B 131, 3B 130, K 102, BB 106 — 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 ×1.007.

Result: wOBA .418 → .339; ISO .217 → .158; BABIP .388 → .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).

2012 AAARojos del Aguila de Veracruz · 462 PAwOBA .364 → .282 (−82)K% 16.2% → 19.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.23%	÷1.004	×1.200	—	—	19.41%
BB% (unintentional) /PA	5.63%	÷1.087	×0.690	—	×0.982	3.51%
HBP% /PA	0.87%	—	×0.940	—	×0.982	0.80%
Singles /BIP	18.98%	÷0.959	×0.930	×0.977	×0.982	17.65%
Doubles /BIP	6.52%	÷1.125	×0.830	×0.977	×0.982	4.61%
Triples /BIP	0.85%	÷1.027	×0.920	×0.977	×0.982	0.73%
Home runs /BIP	7.65%	÷1.014	×0.700	—	×0.982	5.19%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 103, 1B 92, 2B 125, 3B 105, K 101, BB 117 — 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 ×0.977.

Result: wOBA .364 → .282; ISO .257 → .178; BABIP .285 → .243. 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 AAAPetroleros de Minatitlan · 84 PAwOBA .486 → .391 (−95)K% 15.5% → 18.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.48%	÷0.980	×1.200	—	—	18.94%
BB% (unintentional) /PA	3.57%	÷1.107	×0.690	—	×0.992	2.21%
HBP% /PA	2.38%	—	×0.940	—	×0.992	2.22%
Singles /BIP	25.00%	÷1.059	×0.930	×1.050	×0.992	22.86%
Doubles /BIP	10.94%	÷1.085	×0.830	×1.050	×0.992	8.71%
Triples /BIP	0.00%	÷1.150	×0.920	×1.050	×0.992	0.00%
Home runs /BIP	10.94%	÷0.988	×0.700	—	×0.992	7.69%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 98, 1B 112, 2B 117, 3B 130, K 96, BB 121 — 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 ×1.050.

Result: wOBA .486 → .391; ISO .364 → .266; BABIP .404 → .342. 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 — .