Robert Andino

Pos2B

B/TR/R

Born1984-04-25

Age (2027)43

No MLB projection yet. Career stats below are historical.

Overview

AAALAST SEASON 2017

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2015	31	INTLCangrejeros d…	138	.256/.348/.322	1	3	97	—
2016	32	AAA/INTL2 orgs	555	.256/.306/.392	13	9	51	—	.203/.244/.322
2016	32	MLBMIA	24	.292/.292/.292	0	0	67	0.2
2017	33	AAA/INTL2 orgs	297	.229/.271/.358	7	1	46	—	.189/.224/.301
2018	34	No MLB games played
2019	35	No MLB games played
2020	36	No MLB games played
2021	37	No MLB games played
2022	38	No MLB games played
2023	39	No MLB games played
2024	40	No MLB games played
2025	41	No MLB games played
2026	42	No MLB games played

Last 3 seasons WAR 0.2

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	MLB	Florida Marlins	—	50	44	7	4	0	0	5	8	0	1	0	159	245	250	495	91	194	16	10	227	30	-4	+0	-2	+7	+1	0.1
2005	21	AA	Carolina Mudcats	—	570	516	139	30	0	5	37	111	6	22	7	269	326	357	682	87	333	19	6	304	74	—	—	—	—	—	—
2006	22	MLB	Florida Marlins	—	28	24	4	1	0	0	1	6	0	1	0	167	200	208	408	42	200	21	4	168	0	-3	+0	-1	+6	+1	0.3
2006	22	AAA	Albuquerque Isotopes	—	549	498	127	18	6	8	33	100	4	13	11	255	307	363	670	108	301	18	6	294	62	—	—	—	—	—	—
2007	23	AAA	Albuquerque Isotopes	—	644	598	166	25	13	13	40	129	1	21	13	278	324	428	752	151	333	20	6	331	73	—	—	—	—	—	—
2008	24	MLB	Florida Marlins	—	68	63	13	2	0	2	4	23	0	0	0	206	254	333	587	127	289	34	6	260	62	-3	+0	+2	+1	+1	0.2
2008	24	AAA	Albuquerque Isotopes	—	204	181	52	14	3	6	18	31	2	9	5	287	358	497	855	210	317	15	9	370	99	—	—	—	—	—	—
2009	25	MLB	Baltimore Orioles	—	215	198	44	7	0	2	15	47	0	3	3	222	277	288	565	66	278	22	7	257	58	-11	-1	+7	+2	+5	0.3
2010	26	MLB	Baltimore Orioles	—	66	61	18	4	0	2	3	13	1	1	1	295	338	459	797	164	340	20	5	348	118	+1	-0	+2	+2	+1	0.7
2010	26	AAA	Norfolk Tides	—	588	546	144	30	4	13	29	110	4	16	3	264	306	405	710	141	305	19	5	311	61	—	—	—	—	—	—
2011	27	MLB	Baltimore Orioles	—	511	457	120	22	0	5	41	83	3	13	3	263	327	344	671	81	311	16	8	301	88	-7	+1	+4	+2	+11	1.1
2012	28	MLB	Baltimore Orioles	—	431	384	81	13	1	7	37	100	2	5	5	211	284	305	588	94	266	23	9	266	63	-19	-1	+2	+2	+9	-0.7
2013	29	MLB	Seattle Mariners	—	85	76	14	4	0	0	7	27	0	0	0	184	253	237	490	53	286	32	8	224	39	-6	+0	+1	+4	+2	0.1
2013	29	AAA	Indianapolis Indians	—	272	249	64	13	1	3	17	58	0	2	2	257	305	353	658	96	318	21	6	290	55	—	—	—	—	—	—
2014	30	AAA	Indianapolis Indians	—	455	424	92	15	2	7	25	85	1	1	1	217	262	311	574	94	253	19	5	257	29	—	—	—	—	—	—
2015	31	INTL	Cangrejeros de Santurce	—	138	121	31	5	0	1	17	32	0	3	3	256	348	322	670	66	341	23	12	311	97	—	—	—	—	—	—
2016	32	MLB	Miami Marlins	—	24	24	7	0	0	0	0	4	0	0	0	292	292	292	583		350	17	0	264	67	-1	+0	+0	+2	+1	0.2
2016	32	AAA	New Orleans Zephyrs	—	453	419	112	24	2	13	30	111	2	8	1	267	319	427	746	160	334	25	7	330	54	—	—	—	—	—	—
2016	32	INTL	Cangrejeros de Santurce	—	102	96	20	3	0	0	5	23	0	1	1	208	248	240	487	31	274	23	5	223	37	—	—	—	—	—	—
2017	33	AAA	Norfolk Tides	—	206	192	45	7	1	6	13	52	0	1	0	234	283	375	658	141	289	25	6	292	41	—	—	—	—	—	—
2017	33	INTL	Cangrejeros de Santurce	—	91	87	19	6	0	1	2	21	1	0	0	218	244	322	566	103	273	23	2	250	56	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	1478	1331	308	57	1	18	113	311	6	24	12	231	294	316	611	85	287	21	8	274	72	-50	+0	+16	+28	+32	2.6
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2005	21	MLB MLE	Florida Marlins	—	50	45	7	4	0	0	4	8	0	1	0	156	224	244	469	89	194	16	8	213	30	-4	+0	-2	+7	+1	0.1
2005	21	AA MLE	Carolina Mudcats	—	570	527	136	29	0	4	26	136	6	22	7	258	301	336	636	78	329	24	5	277	74	—	—	—	—	—	—
2006	22	MLB MLE	Florida Marlins	—	28	24	4	1	0	0	1	6	0	1	0	167	200	208	408	42	200	21	4	168	0	-3	+0	-1	+6	+1	0.3
2006	22	AAA MLE	Albuquerque Isotopes	—	549	506	119	16	5	6	25	129	4	13	11	235	277	322	599	87	288	23	5	260	62	—	—	—	—	—	—
2007	23	AAA MLE	Albuquerque Isotopes	—	644	609	148	21	11	10	29	166	1	21	13	243	279	363	641	120	312	26	5	276	73	—	—	—	—	—	—
2008	24	MLB MLE	Florida Marlins	—	68	63	13	2	0	2	4	23	0	0	0	206	254	333	587	127	289	34	6	260	62	-3	+0	+2	+1	+1	0.2
2008	24	AAA MLE	Albuquerque Isotopes	—	204	186	48	12	3	5	13	40	2	9	5	258	313	435	749	177	291	20	6	314	99	—	—	—	—	—	—
2009	25	MLB MLE	Baltimore Orioles	—	215	199	44	7	0	2	14	47	0	3	3	221	272	286	559	65	278	22	7	254	58	-11	-1	+7	+2	+5	0.3
2010	26	MLB MLE	Baltimore Orioles	—	66	61	18	4	0	2	3	13	1	1	1	295	338	459	797	164	340	20	5	342	118	+1	-0	+2	+2	+1	0.7
2010	26	AAA MLE	Norfolk Tides	—	588	556	128	27	4	9	19	133	4	16	3	230	261	342	603	112	276	23	3	259	61	—	—	—	—	—	—
2011	27	MLB MLE	Baltimore Orioles	—	511	457	119	22	0	5	41	83	3	13	3	260	325	341	667	81	311	16	8	298	88	-7	+1	+4	+2	+11	1.1
2012	28	MLB MLE	Baltimore Orioles	—	431	384	79	13	1	6	37	100	2	5	5	206	279	292	571	86	266	23	9	262	63	-19	-1	+2	+2	+9	-0.7
2013	29	MLB MLE	Seattle Mariners	—	85	76	14	4	0	0	7	27	0	0	0	184	253	237	490	53	286	32	8	226	39	-6	+0	+1	+4	+2	0.1
2013	29	AAA MLE	Indianapolis Indians	—	272	255	59	11	1	3	11	77	0	2	2	231	263	318	581	86	301	28	4	250	55	—	—	—	—	—	—
2014	30	AAA MLE	Indianapolis Indians	—	455	431	79	13	2	7	18	106	1	1	1	183	218	271	489	88	219	23	4	211	29	—	—	—	—	—	—
2016	32	MLB MLE	Miami Marlins	—	24	24	7	0	0	0	0	4	0	0	0	292	292	292	583		350	17	0	268	67	-1	+0	+0	+2	+1	0.2
2016	32	AAA MLE	New Orleans Zephyrs	—	453	428	87	19	1	10	21	140	2	8	1	203	244	322	566	119	276	31	5	248	54	—	—	—	—	—	—
2017	33	AAA MLE	Norfolk Tides	—	206	196	37	5	1	5	9	63	0	1	0	189	224	301	525	112	244	31	4	229	41	—	—	—	—	—	—
2005	21	AA MLE	2 teams	—	620	572	143	33	0	4	30	144	6	23	7	250	294	329	623	79	326	23	5	272	70	—	—	—	—	—	—
2005	21	AA RAW	2 teams	—	620	560	146	34	0	5	42	119	6	23	7	261	319	348	667	87	321	19	7	298	70	—	—	—	—	—	—
2006	22	AAA MLE	2 teams	—	577	530	123	17	5	6	26	135	4	14	11	232	273	317	590	85	295	23	5	256	59	—	—	—	—	—	—
2006	22	AAA RAW	2 teams	—	577	522	131	19	6	8	34	106	4	14	11	251	302	356	658	105	296	18	6	288	59	—	—	—	—	—	—
2007	23	AAA MLE	Albuquerque Isotopes	—	644	609	148	21	11	10	29	166	1	21	13	243	279	363	641	120	317	26	5	276	73	—	—	—	—	—	—
2007	23	AAA RAW	Albuquerque Isotopes	—	644	598	166	25	13	13	40	129	1	21	13	278	324	428	752	151	333	20	6	331	73	—	—	—	—	—	—
2008	24	AAA MLE	2 teams	—	272	249	61	14	3	7	17	63	2	9	5	245	299	410	708	165	300	23	6	300	89	—	—	—	—	—	—
2008	24	AAA RAW	2 teams	—	272	244	65	16	3	8	22	54	2	9	5	266	332	455	787	189	311	20	8	343	89	—	—	—	—	—	—
2009	25	MLB MLE	Baltimore Orioles	—	215	199	44	7	0	2	14	47	0	3	3	221	272	286	559	65	276	22	7	254	58	-11	-1	+7	+2	+5	0.3
2009	25	MLB RAW	Baltimore Orioles	—	215	198	44	7	0	2	15	47	0	3	3	222	277	288	565	66	278	22	7	257	58	-11	-1	+7	+2	+5	0.3
2010	26	AAA MLE	2 teams	—	654	617	145	31	4	10	22	146	5	17	4	235	267	347	614	112	288	22	3	267	67	—	—	—	—	—	—
2010	26	AAA RAW	2 teams	—	654	607	162	34	4	15	32	123	5	17	4	267	309	410	719	143	308	19	5	315	67	—	—	—	—	—	—
2011	27	MLB MLE	Baltimore Orioles	—	511	457	119	22	0	5	41	83	3	13	3	260	325	341	667	81	308	16	8	298	88	-7	+1	+4	+2	+11	1.1
2011	27	MLB RAW	Baltimore Orioles	—	511	457	120	22	0	5	41	83	3	13	3	263	327	344	671	81	311	16	8	301	88	-7	+1	+4	+2	+11	1.1
2012	28	MLB MLE	Baltimore Orioles	—	431	384	79	13	1	6	37	100	2	5	5	206	279	292	571	86	262	23	9	262	63	-19	-1	+2	+2	+9	-0.7
2012	28	MLB RAW	Baltimore Orioles	—	431	384	81	13	1	7	37	100	2	5	5	211	284	305	588	94	266	23	9	266	63	-19	-1	+2	+2	+9	-0.7
2013	29	AAA MLE	2 teams	—	357	331	73	15	1	3	18	104	0	2	2	221	261	299	560	79	307	29	5	244	51	—	—	—	—	—	—
2013	29	AAA RAW	2 teams	—	357	325	78	17	1	3	24	85	0	2	2	240	292	326	618	86	311	24	7	275	51	—	—	—	—	—	—
2014	30	AAA MLE	Indianapolis Indians	—	455	431	79	13	2	7	18	106	1	1	1	183	218	271	489	88	224	23	4	211	29	—	—	—	—	—	—
2014	30	AAA RAW	Indianapolis Indians	—	455	424	92	15	2	7	25	85	1	1	1	217	262	311	574	94	253	19	5	257	29	—	—	—	—	—	—
2015	31	INTL MLE	Cangrejeros de Santurce	—	138	121	31	5	0	1	17	32	0	3	3	256	348	322	670	66	341	23	12	—	—	—	—	—	—	—	—
2015	31	INTL RAW	Cangrejeros de Santurce	—	138	121	31	5	0	1	17	32	0	3	3	256	348	322	670	66	341	23	12	311	97	—	—	—	—	—	—
2016	32	AAA MLE	3 teams	—	579	549	115	23	2	12	25	174	2	9	2	209	247	324	571	115	283	30	4	249	55	—	—	—	—	—	—
2016	32	AAA RAW	3 teams	—	579	539	139	27	2	13	35	138	2	9	2	258	306	388	693	130	324	24	6	309	55	—	—	—	—	—	—
2017	33	AAA MLE	2 teams	—	297	281	53	7	1	8	13	91	1	1	0	189	227	306	533	117	245	31	4	229	41	—	—	—	—	—	—
2017	33	AAA RAW	2 teams	—	297	279	64	13	1	7	15	73	1	1	0	229	271	358	630	129	284	25	5	279	41	—	—	—	—	—	—
2005	21	AA MLE	2 teams	—	620	579	143	33	0	4	30	144	6	23	7	247	294	325	619	78	318	23	5	272	70	—	—	—	—	—	—
2006	22	AAA MLE	2 teams	—	577	542	123	17	5	6	26	135	4	14	11	227	273	310	583	83	284	23	5	256	59	—	—	—	—	—	—
2007	23	AAA MLE	Albuquerque Isotopes	—	644	609	148	21	11	10	29	166	1	21	13	243	279	363	641	120	312	26	5	276	73	—	—	—	—	—	—
2008	24	AAA MLE	2 teams	—	272	251	61	14	3	7	17	63	2	9	5	243	299	406	705	163	291	23	6	300	89	—	—	—	—	—	—
2009	25	MLB MLE	Baltimore Orioles	—	215	199	44	7	0	2	14	47	0	3	3	221	272	286	559	65	278	22	7	254	58	—	—	—	—	—	—
2010	26	AAA MLE	2 teams	—	654	622	145	31	4	10	22	146	5	17	4	233	267	344	611	111	283	22	3	267	67	—	—	—	—	—	—
2011	27	MLB MLE	Baltimore Orioles	—	511	462	119	22	0	5	41	83	3	13	3	258	325	338	663	80	311	16	8	298	88	—	—	—	—	—	—
2012	28	MLB MLE	Baltimore Orioles	—	431	389	79	13	1	6	37	100	2	5	5	203	279	288	567	85	266	23	9	262	63	—	—	—	—	—	—
2013	29	AAA MLE	2 teams	—	357	336	73	15	1	3	18	104	0	2	2	217	261	295	555	77	297	29	5	244	51	—	—	—	—	—	—
2014	30	AAA MLE	Indianapolis Indians	—	455	433	79	13	2	7	18	106	1	1	1	182	218	270	488	88	219	23	4	211	29	—	—	—	—	—	—
2016	32	AAA MLE	3 teams	—	579	547	115	23	2	12	25	174	2	9	2	210	247	325	572	115	280	30	4	249	55	—	—	—	—	—	—
2017	33	AAA MLE	2 teams	—	297	281	53	7	1	8	13	91	1	1	0	189	227	306	533	117	244	31	4	229	41	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	1478	1331	308	57	1	18	113	311	6	24	12	231	294	316	611	85	287	21	8	274	59	-50	+0	+16	+28	+32	2.6
/ 162G	—	A+C		—	650	585	135	25	0	8	50	137	3	11	5	231	295	315	609	84	287	21	8	274	59	-22	+0	+7	+12	+14	1.2
Career	—	MLE		—	5750	5330	1213	221	30	81	307	1391	27	121	59	228	273	326	599	98	291	24	5	255	59	-50	+0	+16	+28	+32	2.6
/ 162G	—	MLE		—	650	603	137	25	3	9	35	157	3	14	7	227	273	323	596	96	290	24	5	255	59	-22	+0	+7	+12	+14	1.2

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 AAANorfolk Tides · 206 PAwOBA .286 → .229 (−56)K% 25.2% → 30.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	25.24%	÷0.995	×1.200	—	—	30.45%
BB% (unintentional) /PA	6.31%	÷0.948	×0.690	—	×0.942	4.33%
HBP% /PA	0.00%	—	×0.940	—	×0.942	0.00%
Singles /BIP	22.14%	÷0.989	×0.930	×0.981	×0.942	19.23%
Doubles /BIP	5.00%	÷1.001	×0.830	×0.981	×0.942	3.83%
Triples /BIP	0.71%	÷1.150	×0.970	×0.981	×0.942	0.56%
Home runs /BIP	4.29%	÷0.866	×0.840	—	×0.942	3.92%

Factors used: league row IL. Park (home-season share, regressed): HR 73, 1B 98, 2B 100, 3B 130, K 99, BB 90 — 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 ×0.981.

Result: wOBA .286 → .229; ISO .141 → .117; BABIP .289 → .244. 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 AAANew Orleans Zephyrs · 453 PAwOBA .322 → .248 (−74)K% 24.5% → 30.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	24.50%	÷1.027	×1.290	—	—	30.77%
BB% (unintentional) /PA	6.62%	÷0.964	×0.710	—	×0.952	4.65%
HBP% /PA	0.44%	—	×0.980	—	×0.952	0.41%
Singles /BIP	23.70%	÷1.041	×0.900	×1.012	×0.952	19.74%
Doubles /BIP	7.79%	÷0.929	×0.810	×1.012	×0.952	6.55%
Triples /BIP	0.65%	÷1.057	×0.810	×1.012	×0.952	0.48%
Home runs /BIP	4.22%	÷0.919	×0.780	—	×0.952	3.41%

Factors used: league row PCL. Park (home-season share, regressed): HR 84, 1B 108, 2B 86, 3B 111, K 105, BB 93 — 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 ×1.012.

Result: wOBA .322 → .248; ISO .160 → .123; BABIP .334 → .276. 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 AAAIndianapolis Indians · 455 PAwOBA .252 → .211 (−41)K% 18.7% → 23.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.68%	÷0.968	×1.200	—	—	23.15%
BB% (unintentional) /PA	5.49%	÷0.944	×0.690	—	×0.972	3.90%
HBP% /PA	0.22%	—	×0.940	—	×0.972	0.20%
Singles /BIP	20.06%	÷1.068	×0.930	×1.022	×0.972	17.35%
Doubles /BIP	4.42%	÷0.932	×0.830	×1.022	×0.972	3.91%
Triples /BIP	0.59%	÷1.150	×0.970	×1.022	×0.972	0.49%
Home runs /BIP	2.06%	÷0.854	×0.840	—	×0.972	1.98%

Factors used: league row IL. Park (home-season share, regressed): HR 71, 1B 114, 2B 86, 3B 130, K 94, BB 89 — 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 ×1.022.

Result: wOBA .252 → .211; ISO .094 → .085; BABIP .253 → .219. 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 AAAIndianapolis Indians · 272 PAwOBA .287 → .250 (−37)K% 21.3% → 28.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	21.32%	÷0.909	×1.200	—	—	28.15%
BB% (unintentional) /PA	6.25%	÷1.012	×0.690	—	×0.982	4.19%
HBP% /PA	0.00%	—	×0.940	—	×0.982	0.00%
Singles /BIP	24.61%	÷0.978	×0.930	×1.037	×0.982	23.82%
Doubles /BIP	6.81%	÷0.954	×0.830	×1.037	×0.982	6.03%
Triples /BIP	0.52%	÷1.080	×0.970	×1.037	×0.982	0.48%
Home runs /BIP	1.57%	÷0.901	×0.840	—	×0.982	1.44%

Factors used: league row IL. Park (home-season share, regressed): HR 80, 1B 96, 2B 91, 3B 116, K 82, BB 102 — 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 ×1.037.

Result: wOBA .287 → .250; ISO .096 → .084; BABIP .318 → .301. 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 AAANorfolk Tides · 588 PAwOBA .306 → .259 (−47)K% 18.7% → 22.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.71%	÷0.991	×1.200	—	—	22.64%
BB% (unintentional) /PA	4.93%	÷1.062	×0.690	—	×1.018	3.26%
HBP% /PA	0.68%	—	×0.940	—	×1.018	0.65%
Singles /BIP	22.25%	÷1.055	×0.930	×1.022	×1.018	20.40%
Doubles /BIP	6.88%	÷0.964	×0.830	×1.022	×1.018	6.16%
Triples /BIP	0.92%	÷0.983	×0.970	×1.022	×1.018	0.94%
Home runs /BIP	2.98%	÷1.272	×0.840	—	×1.018	2.00%

Factors used: league row IL. Park (home-season share, regressed): HR 154, 1B 111, 2B 93, 3B 97, K 98, BB 112 — 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 ×1.022.

Result: wOBA .306 → .259; ISO .141 → .111; BABIP .305 → .276. 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 AAAAlbuquerque Isotopes · 204 PAwOBA .362 → .314 (−48)K% 15.2% → 19.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.20%	÷1.000	×1.290	—	—	19.60%
BB% (unintentional) /PA	8.82%	÷1.000	×0.710	—	×1.048	6.57%
HBP% /PA	0.98%	—	×0.980	—	×1.048	1.01%
Singles /BIP	19.33%	÷1.000	×0.900	×1.019	×1.048	18.58%
Doubles /BIP	9.33%	÷1.000	×0.810	×1.019	×1.048	8.07%
Triples /BIP	2.00%	÷1.000	×0.810	×1.019	×1.048	1.73%
Home runs /BIP	4.00%	÷1.000	×0.780	—	×1.048	3.27%

Factors used: league row PCL. 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 27.2 → +4.8% on BB/HBP/hit rates (3.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.019.

Result: wOBA .362 → .314; ISO .210 → .175; BABIP .317 → .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).

2007 AAAAlbuquerque Isotopes · 644 PAwOBA .323 → .276 (−46)K% 20.0% → 25.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	20.03%	÷1.000	×1.290	—	—	25.84%
BB% (unintentional) /PA	6.06%	÷1.000	×0.710	—	×1.050	4.51%
HBP% /PA	0.16%	—	×0.980	—	×1.050	0.16%
Singles /BIP	24.52%	÷1.000	×0.900	×1.021	×1.050	23.65%
Doubles /BIP	5.33%	÷1.000	×0.810	×1.021	×1.050	4.63%
Triples /BIP	2.77%	÷1.000	×0.810	×1.021	×1.050	2.41%
Home runs /BIP	2.77%	÷1.000	×0.780	—	×1.050	2.27%

Factors used: league row PCL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×1.021.

Result: wOBA .323 → .276; ISO .151 → .122; BABIP .333 → .312. 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).

2006 AAAAlbuquerque Isotopes · 549 PAwOBA .289 → .260 (−29)K% 18.2% → 23.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.21%	÷1.000	×1.290	—	—	23.50%
BB% (unintentional) /PA	6.01%	÷1.000	×0.710	—	×1.050	4.48%
HBP% /PA	0.73%	—	×0.980	—	×1.050	0.75%
Singles /BIP	23.87%	÷1.000	×0.900	×1.038	×1.050	23.42%
Doubles /BIP	4.52%	÷1.000	×0.810	×1.038	×1.050	3.99%
Triples /BIP	1.51%	÷1.000	×0.810	×1.038	×1.050	1.33%
Home runs /BIP	2.01%	÷1.000	×0.780	—	×1.050	1.65%

Factors used: league row PCL. 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 27.2 → +5.0% on BB/HBP/hit rates (5.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.038.

Result: wOBA .289 → .260; ISO .108 → .091; BABIP .301 → .288. 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 — .