Alex Liddi

Pos3B

B/TR/R

Born1988-08-14

Age (2027)38

No MLB projection yet. Career stats below are historical.

Overview

INTLLAST SEASON 2024

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR
2022	33	INTLAguilas de Me…	95	.184/.245/.253	0	1	40	—
2023	34	INTLVenados de Ma…	215	.224/.280/.378	7	4	81	—
2024	35	INTLVenados de Ma…	55	.130/.184/.174	0	2	-12	—

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	17	A	Wisconsin Timber Rattlers	—	40	38	7	1	0	0	1	8	0	0	1	184	205	211	416	26	226	20	2	185	-4	—	—	—	—	—	—
2006	17	ROK	AZL Mariners	—	197	182	57	13	6	3	11	48	2	10	2	313	359	500	859	187	406	24	6	373	53	—	—	—	—	—	—
2007	18	A	Wisconsin Timber Rattlers	—	451	400	96	28	3	8	36	123	5	5	4	240	311	385	696	145	322	27	8	306	51	—	—	—	—	—	—
2008	19	A	Wisconsin Timber Rattlers	—	496	447	109	26	4	6	42	115	4	17	5	244	314	360	675	116	314	23	8	304	51	—	—	—	—	—	—
2009	20	A+	High Desert Mavericks	—	565	493	170	44	5	23	53	122	8	10	6	345	417	594	1.011	249	413	22	9	432	139	—	—	—	—	—	—
2010	21	AA	West Tenn Diamond Jaxx	—	565	502	141	37	8	15	50	145	7	5	7	281	354	476	830	195	366	26	9	363	99	—	—	—	—	—	—
2010	21	INTL	Cardenales de Lara	—	123	110	24	6	1	2	12	31	1	4	0	218	301	345	646	127	286	25	10	294	85	—	—	—	—	—	—
2011	22	MLB	Seattle Mariners	—	44	40	9	3	0	3	3	17	1	1	0	225	295	525	820	300	300	39	7	355	130	+2	+0	-0	+3	+1	0.5
2011	22	AAA	Tacoma Rainiers	—	637	559	145	32	3	30	61	170	5	5	1	259	338	488	826	229	312	27	10	356	84	—	—	—	—	—	—
2011	22	INTL	Leones del Escogido	—	61	51	6	2	0	1	9	21	1	0	1	118	262	216	478	98	172	34	15	236	46	—	—	—	—	—	—
2012	23	MLB	Seattle Mariners	—	126	116	26	4	1	3	9	49	0	2	1	224	280	353	633	129	354	39	7	282	79	-3	+0	-4	+2	+3	-0.2
2012	23	AAA	Tacoma Rainiers	—	323	296	80	18	2	11	24	75	1	9	6	270	327	456	783	186	325	23	7	344	87	—	—	—	—	—	—
2013	24	MLB	Seattle Mariners	—	18	17	1	1	0	0	1	7	0	0	0	59	111	118	229	59	100	39	6	110	-39	-3	+0	-0	-10	+0	-1.4
2013	24	AAA	Norfolk Tides	—	460	425	104	20	5	15	31	144	2	11	2	245	299	421	720	176	335	31	7	317	62	—	—	—	—	—	—
2013	24	INTL	Tomateros de Culiacan	—	100	92	22	5	0	3	4	29	1	2	3	239	278	391	670	152	306	29	4	289	81	—	—	—	—	—	—
2014	25	AAA	Albuquerque Isotopes	—	247	222	45	9	0	9	22	80	1	1	3	203	278	365	642	162	271	32	9	287	24	—	—	—	—	—	—
2014	25	AA	Chattanooga Lookouts	—	133	116	25	4	2	2	13	47	2	2	2	216	305	336	642	121	338	35	10	289	36	—	—	—	—	—	—
2015	26	AA	Northwest Arkansas Naturals	—	514	481	138	39	6	13	25	128	3	8	3	287	326	474	800	187	363	25	5	348	73	—	—	—	—	—	—
2015	26	INTL	Mexico	—	269	248	76	18	1	7	16	64	1	3	6	306	351	472	823	165	383	24	6	359	129	—	—	—	—	—	—
2016	27	AAA	Tigres de Quintana Roo	—	462	409	115	28	4	23	44	118	2	11	2	281	354	538	892	257	336	26	10	383	91	—	—	—	—	—	—
2017	28	AAA	Toros de Tijuana	—	454	396	93	10	2	17	51	115	3	10	1	235	327	399	726	164	285	25	11	324	61	—	—	—	—	—	—
2017	28	INTL	Yaquis de Obregon	—	159	146	25	5	0	2	9	35	0	3	0	171	219	247	466	75	211	22	6	208	27	—	—	—	—	—	—
2018	29	AA	Northwest Arkansas Naturals	—	422	393	97	18	3	23	25	126	2	4	3	247	295	483	779	237	302	30	6	338	45	—	—	—	—	—	—
2018	29	INTL	Venados de Mazatlan	—	261	234	65	18	0	4	23	70	2	6	0	278	347	406	753	128	377	27	9	337	114	—	—	—	—	—	—
2019	30	AAA	Leones de Yucatan	—	263	221	76	18	2	12	29	57	4	4	1	344	429	606	1.035	262	398	22	11	435	139	—	—	—	—	—	—
2019	30	INTL	Venados de Mazatlan	—	143	134	25	7	0	1	8	48	0	2	0	187	232	261	494	75	279	34	6	224	38	—	—	—	—	—	—
2020	31	INTL	Atenienses de Manati	—	71	62	15	7	0	1	5	17	4	0	1	242	338	403	741	161	318	24	7	336	113	—	—	—	—	—	—
2021	32	INTL	Aguilas de Mexicali	—	120	107	23	3	0	4	11	35	0	5	2	215	288	355	643	140	279	29	9	286	80	—	—	—	—	—	—
2022	33	INTL	Aguilas de Mexicali	—	95	87	16	4	1	0	6	24	1	1	2	184	245	253	498	69	250	25	6	228	40	—	—	—	—	—	—
2023	34	INTL	Venados de Mazatlan	—	215	196	44	9	0	7	15	49	0	4	1	224	280	378	657	153	261	23	7	288	81	—	—	—	—	—	—
2024	35	INTL	Venados de Mazatlan	—	55	46	6	2	0	0	3	14	0	2	0	130	184	174	358	43	162	25	5	151	-12	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	188	173	36	8	1	6	13	73	1	3	1	208	267	370	637	162	316	39	7	283	78	-5	+0	-4	-6	+4	-1.1
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2006	17	A MLE	Wisconsin Timber Rattlers	—	40	38	6	1	0	0	1	11	0	0	1	158	179	184	364	26	215	28	2	163	-4	—	—	—	—	—	—
2006	17	ROK MLE	AZL Mariners	—	197	186	39	8	4	2	7	69	2	10	2	210	246	328	574	118	309	35	4	247	53	—	—	—	—	—	—
2007	18	A MLE	Wisconsin Timber Rattlers	—	451	411	81	22	3	6	25	167	5	5	4	197	252	309	561	112	296	37	6	243	51	—	—	—	—	—	—
2008	19	A MLE	Wisconsin Timber Rattlers	—	496	461	95	21	4	5	28	156	4	17	5	206	258	302	559	95	292	31	6	243	51	—	—	—	—	—	—
2009	20	A+ MLE	High Desert Mavericks	—	565	511	156	38	4	21	35	163	8	10	6	305	359	519	878	213	387	29	6	373	139	—	—	—	—	—	—
2010	21	AA MLE	West Tenn Diamond Jaxx	—	565	519	132	38	6	14	33	179	7	5	7	254	308	432	739	177	351	32	6	315	99	—	—	—	—	—	—
2011	22	MLB MLE	Seattle Mariners	—	44	40	9	3	0	3	3	17	1	1	0	225	295	525	820	300	300	39	7	361	130	+2	+0	-0	+3	+1	0.5
2011	22	AAA MLE	Tacoma Rainiers	—	637	573	125	28	2	23	47	222	5	5	1	218	283	394	678	176	291	35	7	293	84	—	—	—	—	—	—
2012	23	MLB MLE	Seattle Mariners	—	126	116	26	4	1	3	9	49	0	2	1	224	280	353	633	129	354	39	7	285	79	-3	+0	-4	+2	+3	-0.2
2012	23	AAA MLE	Tacoma Rainiers	—	323	304	74	16	2	9	16	93	1	9	6	243	283	398	682	155	319	29	5	297	87	—	—	—	—	—	—
2013	24	MLB MLE	Seattle Mariners	—	18	17	1	1	0	0	1	7	0	0	0	59	111	118	229	59	100	39	6	111	-39	-3	+0	-0	-10	+0	-1.4
2013	24	AAA MLE	Norfolk Tides	—	460	435	91	16	5	12	21	178	2	11	2	209	249	352	601	143	322	39	5	260	62	—	—	—	—	—	—
2014	25	AAA MLE	Albuquerque Isotopes	—	247	229	35	7	0	6	15	108	1	1	3	153	208	262	470	109	246	44	6	204	24	—	—	—	—	—	—
2014	25	AA MLE	Chattanooga Lookouts	—	133	121	20	3	1	1	8	59	2	2	2	165	229	231	460	66	309	44	6	222	36	—	—	—	—	—	—
2015	26	AA MLE	Northwest Arkansas Naturals	—	514	491	114	30	5	11	15	153	3	8	3	232	259	381	640	149	308	30	3	276	73	—	—	—	—	—	—
2016	27	AAA MLE	Tigres de Quintana Roo	—	462	425	101	24	4	15	28	136	2	11	2	238	288	419	707	181	298	29	6	302	91	—	—	—	—	—	—
2017	28	AAA MLE	Toros de Tijuana	—	454	413	83	8	2	13	34	138	3	10	1	201	267	324	591	123	257	30	7	258	61	—	—	—	—	—	—
2018	29	AA MLE	Northwest Arkansas Naturals	—	422	404	72	12	3	16	14	157	2	4	3	178	210	342	551	163	235	37	3	234	45	—	—	—	—	—	—
2019	30	AAA MLE	Leones de Yucatan	—	263	231	69	16	2	11	19	67	4	4	1	299	362	528	890	229	334	25	7	373	139	—	—	—	—	—	—
2006	17	ROK MLE	2 teams	—	237	224	45	9	4	2	8	80	2	10	3	201	235	304	539	103	297	34	3	233	44	—	—	—	—	—	—
2006	17	ROK RAW	2 teams	—	237	220	64	14	6	3	12	56	2	10	3	291	333	450	783	159	372	24	5	341	44	—	—	—	—	—	—
2007	18	A MLE	Wisconsin Timber Rattlers	—	451	411	81	22	3	6	25	167	5	5	4	197	252	309	561	112	310	37	6	243	51	—	—	—	—	—	—
2007	18	A RAW	Wisconsin Timber Rattlers	—	451	400	96	28	3	8	36	123	5	5	4	240	311	385	696	145	322	27	8	306	51	—	—	—	—	—	—
2008	19	A MLE	Wisconsin Timber Rattlers	—	496	461	95	21	4	5	28	156	4	17	5	206	258	302	559	95	298	31	6	243	51	—	—	—	—	—	—
2008	19	A RAW	Wisconsin Timber Rattlers	—	496	447	109	26	4	6	42	115	4	17	5	244	314	360	675	116	314	23	8	304	51	—	—	—	—	—	—
2009	20	A+ MLE	High Desert Mavericks	—	565	511	156	38	4	21	35	163	8	10	6	305	359	519	878	213	403	29	6	373	139	—	—	—	—	—	—
2009	20	A+ RAW	High Desert Mavericks	—	565	493	170	44	5	23	53	122	8	10	6	345	417	594	1.011	249	413	22	9	432	139	—	—	—	—	—	—
2010	21	AA MLE	2 teams	—	688	633	160	46	8	16	41	217	8	9	7	253	306	427	733	174	358	32	6	315	99	—	—	—	—	—	—
2010	21	AA RAW	2 teams	—	688	612	165	43	9	17	62	176	8	9	7	270	345	453	797	183	352	26	9	350	99	—	—	—	—	—	—
2011	22	AAA MLE	3 teams	—	742	669	147	34	3	28	54	260	7	6	2	220	285	405	690	185	304	35	7	297	87	—	—	—	—	—	—
2011	22	AAA RAW	3 teams	—	742	650	160	37	3	34	73	208	7	6	2	246	329	469	798	223	301	28	10	346	87	—	—	—	—	—	—
2012	23	AAA MLE	2 teams	—	449	420	100	20	3	12	25	142	1	11	7	238	283	386	668	148	327	32	6	294	85	—	—	—	—	—	—
2012	23	AAA RAW	2 teams	—	449	412	106	22	3	14	33	124	1	11	7	257	314	427	741	170	332	28	7	327	85	—	—	—	—	—	—
2013	24	AAA MLE	3 teams	—	578	543	111	21	6	14	27	224	3	13	5	204	246	343	589	138	316	39	5	254	58	—	—	—	—	—	—
2013	24	AAA RAW	3 teams	—	578	534	127	26	5	18	36	180	3	13	5	238	290	406	696	169	322	31	6	306	58	—	—	—	—	—	—
2014	25	AAA MLE	2 teams	—	380	350	55	10	1	7	23	167	3	3	5	157	215	251	467	94	271	44	6	210	28	—	—	—	—	—	—
2014	25	AAA RAW	2 teams	—	380	338	70	13	2	11	35	127	3	3	5	207	287	355	642	148	294	33	9	288	28	—	—	—	—	—	—
2015	26	AA MLE	2 teams	—	783	747	175	46	8	17	23	233	4	11	9	234	261	386	647	151	313	30	3	276	73	—	—	—	—	—	—
2015	26	AA RAW	2 teams	—	783	729	214	57	7	20	41	192	4	11	9	294	335	473	808	180	370	25	5	352	73	—	—	—	—	—	—
2016	27	AAA MLE	Tigres de Quintana Roo	—	462	425	101	24	4	15	28	136	2	11	2	238	288	419	707	181	307	29	6	302	91	—	—	—	—	—	—
2016	27	AAA RAW	Tigres de Quintana Roo	—	462	409	115	28	4	23	44	118	2	11	2	281	354	538	892	257	336	26	10	383	91	—	—	—	—	—	—
2017	28	AAA MLE	2 teams	—	613	557	111	11	2	18	45	186	3	13	1	199	263	323	586	124	261	30	7	258	61	—	—	—	—	—	—
2017	28	AAA RAW	2 teams	—	613	542	118	15	2	19	60	150	3	13	1	218	299	358	657	140	263	24	10	294	61	—	—	—	—	—	—
2018	29	AA MLE	2 teams	—	683	652	115	19	4	26	23	254	4	10	3	176	209	337	547	161	237	37	3	234	45	—	—	—	—	—	—
2018	29	AA RAW	2 teams	—	683	627	162	36	3	27	48	196	4	10	3	258	315	455	770	196	332	29	7	338	45	—	—	—	—	—	—
2019	30	AAA MLE	2 teams	—	406	362	104	24	2	17	30	104	4	6	1	287	348	506	854	218	347	26	7	373	139	—	—	—	—	—	—
2019	30	AAA RAW	2 teams	—	406	355	101	25	2	13	37	105	4	6	1	285	359	476	835	192	356	26	9	360	139	—	—	—	—	—	—
2020	31	INTL MLE	Atenienses de Manati	—	71	62	15	7	0	1	5	17	4	0	1	242	338	403	741	161	318	24	7	—	—	—	—	—	—	—	—
2020	31	INTL RAW	Atenienses de Manati	—	71	62	15	7	0	1	5	17	4	0	1	242	338	403	741	161	318	24	7	336	113	—	—	—	—	—	—
2021	32	INTL MLE	Aguilas de Mexicali	—	120	107	23	3	0	4	11	35	0	5	2	215	288	355	643	140	279	29	9	—	—	—	—	—	—	—	—
2021	32	INTL RAW	Aguilas de Mexicali	—	120	107	23	3	0	4	11	35	0	5	2	215	288	355	643	140	279	29	9	286	80	—	—	—	—	—	—
2022	33	INTL MLE	Aguilas de Mexicali	—	95	87	16	4	1	0	6	24	1	1	2	184	245	253	498	69	250	25	6	—	—	—	—	—	—	—	—
2022	33	INTL RAW	Aguilas de Mexicali	—	95	87	16	4	1	0	6	24	1	1	2	184	245	253	498	69	250	25	6	228	40	—	—	—	—	—	—
2023	34	INTL MLE	Venados de Mazatlan	—	215	196	44	9	0	7	15	49	0	4	1	224	280	378	657	153	261	23	7	—	—	—	—	—	—	—	—
2023	34	INTL RAW	Venados de Mazatlan	—	215	196	44	9	0	7	15	49	0	4	1	224	280	378	657	153	261	23	7	288	81	—	—	—	—	—	—
2024	35	INTL MLE	Venados de Mazatlan	—	55	46	6	2	0	0	3	14	0	2	0	130	184	174	358	43	162	25	5	—	—	—	—	—	—	—	—
2024	35	INTL RAW	Venados de Mazatlan	—	55	46	6	2	0	0	3	14	0	2	0	130	184	174	358	43	162	25	5	151	-12	—	—	—	—	—	—
2006	17	ROK MLE	2 teams	—	237	225	45	9	4	2	8	80	2	10	3	200	235	302	537	102	293	34	3	233	44	—	—	—	—	—	—
2007	18	A MLE	Wisconsin Timber Rattlers	—	451	418	81	22	3	6	25	167	5	5	4	194	252	304	556	110	296	37	6	243	51	—	—	—	—	—	—
2008	19	A MLE	Wisconsin Timber Rattlers	—	496	461	95	21	4	5	28	156	4	17	5	206	258	302	559	95	292	31	6	243	51	—	—	—	—	—	—
2009	20	A+ MLE	High Desert Mavericks	—	565	517	156	38	4	21	35	163	8	10	6	302	359	513	872	211	387	29	6	373	139	—	—	—	—	—	—
2010	21	AA MLE	2 teams	—	688	634	160	46	8	16	41	217	8	9	7	252	306	426	732	174	351	32	6	315	99	—	—	—	—	—	—
2011	22	AAA MLE	3 teams	—	742	675	147	34	3	28	54	260	7	6	2	218	285	401	686	184	292	35	7	297	87	—	—	—	—	—	—
2012	23	AAA MLE	2 teams	—	449	420	100	20	3	12	25	142	1	11	7	238	283	386	668	148	329	32	6	294	85	—	—	—	—	—	—
2013	24	AAA MLE	3 teams	—	578	543	111	21	6	14	27	224	3	13	5	204	246	343	589	138	314	39	5	254	58	—	—	—	—	—	—
2014	25	AAA MLE	2 teams	—	380	351	55	10	1	7	23	167	3	3	5	157	215	251	466	94	268	44	6	210	28	—	—	—	—	—	—
2015	26	AA MLE	2 teams	—	783	750	175	46	8	17	23	233	4	11	9	233	261	384	645	151	308	30	3	276	73	—	—	—	—	—	—
2016	27	AAA MLE	Tigres de Quintana Roo	—	462	429	101	24	4	15	28	136	2	11	2	235	288	415	703	179	298	29	6	302	91	—	—	—	—	—	—
2017	28	AAA MLE	2 teams	—	613	560	111	11	2	18	45	186	3	13	1	198	263	321	584	123	257	30	7	258	61	—	—	—	—	—	—
2018	29	AA MLE	2 teams	—	683	651	115	19	4	26	23	254	4	10	3	177	209	338	547	161	235	37	3	234	45	—	—	—	—	—	—
2019	30	AAA MLE	2 teams	—	406	369	104	24	2	17	30	104	4	6	1	282	348	496	844	214	334	26	7	373	139	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	188	173	36	8	1	6	13	73	1	3	1	208	267	370	637	162	316	39	7	283	63	-5	+0	-4	-6	+4	-1.1
/ 162G	—	A+C		—	650	598	125	28	3	21	45	252	3	10	3	209	267	371	639	162	317	39	7	283	63	-17	+1	-14	-21	+14	-3.8
Career	—	MLE		—	8089	7463	1660	370	57	216	455	2628	63	147	66	222	273	374	647	152	308	32	6	262	63	-5	+0	-4	-6	+4	-1.1
/ 162G	—	MLE		—	650	600	134	30	5	17	37	211	5	12	5	223	275	375	650	152	310	32	6	262	63	-17	+1	-14	-21	+14	-3.8

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.

2019 AAALeones de Yucatan · 263 PAwOBA .438 → .373 (−65)K% 21.7% → 25.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	21.67%	÷1.018	×1.200	—	—	25.55%
BB% (unintentional) /PA	11.03%	÷0.986	×0.690	—	×0.962	7.42%
HBP% /PA	1.52%	—	×0.940	—	×0.962	1.38%
Singles /BIP	26.83%	÷0.992	×0.930	×0.950	×0.962	22.99%
Doubles /BIP	10.98%	÷0.910	×0.830	×0.950	×0.962	9.15%
Triples /BIP	1.22%	÷1.150	×0.920	×0.950	×0.962	0.89%
Home runs /BIP	7.32%	÷0.792	×0.700	—	×0.962	6.22%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 58, 1B 98, 2B 82, 3B 130, K 104, 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 ×0.950.

Result: wOBA .438 → .373; ISO .262 → .231; BABIP .398 → .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).

2018 AANorthwest Arkansas Naturals · 422 PAwOBA .327 → .234 (−94)K% 29.9% → 37.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	29.86%	÷0.979	×1.220	—	—	37.19%
BB% (unintentional) /PA	5.45%	÷1.049	×0.700	—	×0.948	3.45%
HBP% /PA	0.47%	—	×0.870	—	×0.948	0.39%
Singles /BIP	19.85%	÷1.046	×0.920	×0.984	×0.948	16.28%
Doubles /BIP	6.74%	÷1.113	×0.840	×0.984	×0.948	4.75%
Triples /BIP	1.12%	÷0.956	×0.940	×0.984	×0.948	1.03%
Home runs /BIP	8.61%	÷1.008	×0.800	—	×0.948	6.48%

Factors used: league row TL. Park (home-season share, regressed): HR 102, 1B 109, 2B 123, 3B 91, K 96, BB 110 — 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 ×0.984.

Result: wOBA .327 → .234; ISO .237 → .166; BABIP .302 → .235. 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 AAAToros de Tijuana · 454 PAwOBA .318 → .258 (−60)K% 25.3% → 30.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	25.33%	÷0.999	×1.200	—	—	30.43%
BB% (unintentional) /PA	11.23%	÷1.033	×0.690	—	×0.982	7.37%
HBP% /PA	0.66%	—	×0.940	—	×0.982	0.61%
Singles /BIP	22.78%	÷0.988	×0.930	×1.013	×0.982	21.32%
Doubles /BIP	3.56%	÷1.007	×0.830	×1.013	×0.982	2.92%
Triples /BIP	0.71%	÷1.150	×0.920	×1.013	×0.982	0.57%
Home runs /BIP	6.05%	÷0.892	×0.700	—	×0.982	4.66%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 78, 1B 98, 2B 101, 3B 130, K 100, BB 107 — 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 ×1.013.

Result: wOBA .318 → .258; ISO .164 → .127; BABIP .285 → .257. 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 AAATigres de Quintana Roo · 462 PAwOBA .375 → .302 (−74)K% 25.5% → 29.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	25.54%	÷1.042	×1.200	—	—	29.42%
BB% (unintentional) /PA	9.09%	÷1.031	×0.690	—	×0.992	6.04%
HBP% /PA	0.43%	—	×0.940	—	×0.992	0.40%
Singles /BIP	20.62%	÷0.945	×0.930	×0.967	×0.992	19.45%
Doubles /BIP	9.62%	÷0.941	×0.830	×0.967	×0.992	8.13%
Triples /BIP	1.37%	÷0.910	×0.920	×0.967	×0.992	1.33%
Home runs /BIP	7.90%	÷1.105	×0.700	—	×0.992	4.97%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 121, 1B 89, 2B 88, 3B 82, K 108, BB 106 — 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 ×0.967.

Result: wOBA .375 → .302; ISO .257 → .186; BABIP .336 → .298. 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 AANorthwest Arkansas Naturals · 514 PAwOBA .340 → .276 (−64)K% 24.9% → 29.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	24.90%	÷1.024	×1.220	—	—	29.68%
BB% (unintentional) /PA	4.67%	÷1.072	×0.700	—	×0.978	2.98%
HBP% /PA	0.58%	—	×0.870	—	×0.978	0.50%
Singles /BIP	22.66%	÷1.027	×0.920	×0.998	×0.978	19.82%
Doubles /BIP	11.05%	÷1.024	×0.840	×0.998	×0.978	8.84%
Triples /BIP	1.70%	÷1.052	×0.940	×0.998	×0.978	1.48%
Home runs /BIP	3.68%	÷0.883	×0.800	—	×0.978	3.26%

Factors used: league row TL. Park (home-season share, regressed): HR 77, 1B 105, 2B 105, 3B 110, K 105, BB 114 — applied at half strength. Age: age 27 vs a level average of 24.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.998.

Result: wOBA .340 → .276; ISO .187 → .154; BABIP .363 → .308. 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 · 247 PAwOBA .277 → .204 (−73)K% 32.4% → 43.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	32.39%	÷0.955	×1.290	—	—	43.74%
BB% (unintentional) /PA	8.50%	÷1.049	×0.710	—	×1.018	5.86%
HBP% /PA	0.40%	—	×0.980	—	×1.018	0.40%
Singles /BIP	19.01%	÷1.008	×0.900	×1.037	×1.018	17.92%
Doubles /BIP	6.34%	÷0.982	×0.810	×1.037	×1.018	5.52%
Triples /BIP	0.00%	÷1.150	×0.810	×1.037	×1.018	0.00%
Home runs /BIP	6.34%	÷1.078	×0.780	—	×1.018	4.67%

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 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 ×1.037.

Result: wOBA .277 → .204; ISO .162 → .109; BABIP .271 → .246. 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 AAChattanooga Lookouts · 133 PAwOBA .284 → .222 (−62)K% 35.3% → 44.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	35.34%	÷0.972	×1.220	—	—	44.38%
BB% (unintentional) /PA	9.77%	÷1.036	×0.680	—	×0.988	6.34%
HBP% /PA	1.50%	—	×0.840	—	×0.988	1.25%
Singles /BIP	24.64%	÷1.014	×0.920	×1.050	×0.988	23.18%
Doubles /BIP	5.80%	÷1.053	×0.910	×1.050	×0.988	5.20%
Triples /BIP	2.90%	÷1.150	×0.880	×1.050	×0.988	2.30%
Home runs /BIP	2.90%	÷1.026	×0.800	—	×0.988	2.23%

Factors used: league row SL. Park (home-season share, regressed): HR 105, 1B 103, 2B 111, 3B 130, K 94, BB 107 — applied at half strength. Age: age 26 vs a level average of 24.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.

Result: wOBA .284 → .222; ISO .121 → .091; BABIP .338 → .309. 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 · 460 PAwOBA .308 → .260 (−48)K% 31.3% → 38.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	31.30%	÷0.967	×1.200	—	—	38.85%
BB% (unintentional) /PA	6.52%	÷1.001	×0.690	—	×1.033	4.64%
HBP% /PA	0.43%	—	×0.940	—	×1.033	0.42%
Singles /BIP	22.78%	÷0.970	×0.930	×0.993	×1.033	22.40%
Doubles /BIP	7.12%	÷0.956	×0.830	×0.993	×1.033	6.34%
Triples /BIP	1.78%	÷0.900	×0.970	×0.993	×1.033	1.97%
Home runs /BIP	5.34%	÷1.006	×0.840	—	×1.033	4.60%

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 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 ×0.993.

Result: wOBA .308 → .260; ISO .176 → .146; BABIP .335 → .322. 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 — .