Alberto Callaspo

Pos3B

B/TS/R

Born1983-04-19

Age (2027)44

No MLB projection yet. Career stats below are historical.

Overview

INTLLAST SEASON 2022

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	wRC+	WAR
2018	35	INTLTigres de Ara…	93	.133/.226/.133	9	—
2021	38	INTLCardenales de…	51	.262/.380/.310	102	—
2022	39	INTLTigres de Ara…	38	.281/.395/.344	119	—

Contract

No contract data on file.

Skills · percentileStatcast 2015

xwOBA31

Barrel%10

Avg EV10

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.

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	22	AAA	Salt Lake Stingers	—	228	212	67	21	2	1	10	13	1	2	5	316	350	448	798	132	328	6	4	346	99	—	—	—	—	—	—
2005	22	AA	Arkansas Travelers	—	385	350	104	8	0	10	28	17	1	9	8	297	351	406	757	109	287	4	7	336	91	—	—	—	—	—	—
2006	23	MLB	Arizona Diamondbacks	—	47	42	10	1	1	0	4	6	0	0	1	238	304	310	614	71	270	13	9	275	72	-2	-0	-0	+6	+1	0.6
2006	23	AAA	Tucson Sidewinders	—	554	490	165	24	12	7	56	27	2	8	5	337	407	478	884	141	343	5	10	389	116	—	—	—	—	—	—
2007	24	MLB	Arizona Diamondbacks	—	156	144	31	8	0	0	9	14	1	1	1	215	266	271	537	56	237	9	6	244	51	-9	-0	+0	+1	+3	-0.4
2007	24	AAA	Tucson Sidewinders	—	261	226	77	15	2	5	28	17	1	1	2	341	416	491	907	150	343	7	11	394	132	—	—	—	—	—	—
2008	25	MLB	Kansas City Royals	—	234	213	65	8	3	0	19	14	0	2	1	305	362	371	733	66	325	6	8	330	110	+3	+0	+5	+1	+5	1.4
2008	25	AAA	Omaha Royals	—	17	16	3	0	0	0	1	4	0	0	0	188	235	188	423		250	24	6	201	-4	—	—	—	—	—	—
2009	26	MLB	Kansas City Royals	—	634	576	173	41	8	11	52	51	1	2	1	300	359	457	816	156	312	8	8	359	126	+20	+0	-9	+2	+14	2.7
2010	27	MLB	Los Angeles Angels	—	601	562	149	27	2	10	31	42	1	5	3	265	305	374	678	109	269	7	5	301	88	-8	-0	+6	+3	+13	1.3
2010	27	INTL	Navegantes del Magallanes	—	144	125	39	9	1	0	17	8	0	1	1	312	394	400	794	88	328	6	12	356	127	—	—	—	—	—	—
2011	28	MLB	Los Angeles Angels	—	536	475	137	23	0	6	58	48	1	8	1	288	367	375	742	86	310	9	11	338	109	+6	+1	+10	+2	+12	3.1
2011	28	INTL	Navegantes del Magallanes	—	59	52	16	6	0	0	6	5	0	1	0	308	379	423	802	115	333	8	10	355	126	—	—	—	—	—	—
2012	29	MLB	Los Angeles Angels	—	520	457	115	20	0	10	56	59	0	4	3	252	333	361	694	109	268	11	11	312	98	-2	-0	+11	+2	+11	2.2
2013	30	MLB	Oakland Athletics	—	516	453	117	20	0	10	53	47	1	0	2	258	337	369	706	110	266	9	10	316	100	+0	-1	-5	+2	+11	0.8
2013	30	INTL	Venezuela	—	54	42	13	1	0	2	11	3	0	0	1	310	453	476	929	167	297	6	20	411	164	—	—	—	—	—	—
2014	31	MLB	Oakland Athletics	—	451	404	90	15	0	4	40	50	1	0	1	223	294	290	584	67	242	11	9	267	67	-18	-0	-0	+2	+10	-0.7
2015	32	MLB	Los Angeles Dodgers	—	261	230	54	7	0	1	28	34	0	0	0	235	318	278	596	43	269	13	11	277	76	-7	+0	-1	+1	+6	-0.1
2015	32	INTL	Tigres de Aragua	—	32	26	8	1	0	0	5	1	0	0	0	308	419	346	766	38	308	3	16	347	121	—	—	—	—	—	—
2016	33	INTL	Tigres de Aragua	—	54	43	19	5	0	0	6	3	0	0	1	442	510	558	1.068	116	432	6	11	431	178	—	—	—	—	—	—
2017	34	AAA	Vaqueros Union Laguna	—	244	219	66	8	0	3	21	27	2	1	2	301	368	379	747	78	330	11	9	338	65	—	—	—	—	—	—
2017	34	INTL	Tigres de Aragua	—	227	188	66	11	0	2	36	24	0	0	0	351	455	441	897	90	388	11	16	402	159	—	—	—	—	—	—
2018	35	INTL	Tigres de Aragua	—	93	83	11	0	0	0	10	5	0	0	0	133	226	133	358		141	5	11	182	9	—	—	—	—	—	—
2021	38	INTL	Cardenales de Lara	—	51	42	11	2	0	0	8	5	0	0	0	262	380	310	690	48	289	10	16	319	102	—	—	—	—	—	—
2022	39	INTL	Tigres de Aragua	—	38	32	9	2	0	0	6	2	0	0	0	281	395	344	738	62	300	5	16	344	119	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	3956	3556	941	170	14	52	350	365	6	22	14	265	332	364	696	100	280	9	9	312	98	-12	-1	+17	+22	+86	11.5
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2005	22	AAA MLE	Salt Lake Stingers	—	228	215	64	19	2	1	7	17	1	2	5	298	323	419	741	121	305	7	3	314	99	—	—	—	—	—	—
2005	22	AA MLE	Arkansas Travelers	—	385	358	100	7	0	9	20	21	1	9	8	279	319	374	694	95	269	5	5	302	91	—	—	—	—	—	—
2006	23	MLB MLE	Arizona Diamondbacks	—	47	42	10	1	1	0	4	6	0	0	1	238	304	310	614	71	270	13	9	275	72	-2	-0	-0	+6	+1	0.6
2006	23	AAA MLE	Tucson Sidewinders	—	554	507	154	21	10	6	39	35	2	8	5	304	356	420	776	116	312	6	7	340	116	—	—	—	—	—	—
2007	24	MLB MLE	Arizona Diamondbacks	—	156	144	31	8	0	0	9	14	1	1	1	215	266	271	537	56	237	9	6	244	51	-9	-0	+0	+1	+3	-0.4
2007	24	AAA MLE	Tucson Sidewinders	—	261	235	76	14	2	4	19	22	1	1	2	323	376	451	828	128	326	8	7	364	132	—	—	—	—	—	—
2008	25	MLB MLE	Kansas City Royals	—	234	213	65	8	3	0	19	14	0	2	1	305	362	371	733	66	325	6	8	330	110	+3	+0	+5	+1	+5	1.4
2008	25	AAA MLE	Omaha Royals	—	17	16	3	0	0	0	1	5	0	0	0	188	235	188	423		232	29	6	163	-4	—	—	—	—	—	—
2009	26	MLB MLE	Kansas City Royals	—	634	580	173	41	8	11	48	51	1	2	1	298	353	453	806	155	312	8	8	355	126	+20	+0	-9	+2	+14	2.7
2010	27	MLB MLE	Los Angeles Angels	—	601	565	150	28	2	10	28	42	1	5	3	265	301	375	677	110	269	7	5	299	88	-8	-0	+6	+3	+13	1.3
2011	28	MLB MLE	Los Angeles Angels	—	536	483	138	24	0	6	50	48	1	8	1	286	354	373	727	87	310	9	9	329	109	+6	+1	+10	+2	+12	3.1
2012	29	MLB MLE	Los Angeles Angels	—	520	458	116	21	0	10	55	59	0	4	3	253	333	365	698	111	268	11	11	312	98	-2	-0	+11	+2	+11	2.2
2013	30	MLB MLE	Oakland Athletics	—	516	455	117	19	0	11	51	47	1	0	2	257	333	371	705	114	266	9	10	316	100	+0	-1	-5	+2	+11	0.8
2014	31	MLB MLE	Oakland Athletics	—	451	405	90	15	0	4	39	50	1	0	1	222	292	289	581	67	242	11	9	267	67	-18	-0	-0	+2	+10	-0.7
2015	32	MLB MLE	Los Angeles Dodgers	—	261	231	54	7	0	1	27	34	0	0	0	234	314	277	591	43	269	13	10	280	76	-7	+0	-1	+1	+6	-0.1
2017	34	AAA MLE	Vaqueros Union Laguna	—	244	228	55	6	0	2	12	33	2	1	2	241	285	294	579	53	270	14	5	265	65	—	—	—	—	—	—
2005	22	AA MLE	2 teams	—	613	574	164	26	2	9	26	38	2	11	13	286	319	385	704	99	290	6	4	306	94	—	—	—	—	—	—
2005	22	AA RAW	2 teams	—	613	562	171	29	2	11	38	30	2	11	13	304	350	422	772	117	302	5	6	339	94	—	—	—	—	—	—
2006	23	AAA MLE	2 teams	—	601	549	164	22	11	6	43	41	2	8	6	299	352	412	764	113	312	7	7	335	113	—	—	—	—	—	—
2006	23	AAA RAW	2 teams	—	601	532	175	25	13	7	60	33	2	8	6	329	399	464	863	135	338	5	10	380	113	—	—	—	—	—	—
2007	24	AAA MLE	2 teams	—	417	379	107	22	2	4	28	36	2	2	3	282	335	383	718	100	298	9	7	319	102	—	—	—	—	—	—
2007	24	AAA RAW	2 teams	—	417	370	108	23	2	5	37	31	2	2	3	292	359	405	765	114	302	7	9	338	102	—	—	—	—	—	—
2008	25	MLB MLE	2 teams	—	251	229	68	8	3	0	20	19	0	2	1	297	353	358	711	61	322	8	8	319	102	+1	+0	+5	+1	+5	1.2
2008	25	MLB RAW	2 teams	—	251	229	68	8	3	0	20	18	0	2	1	297	353	358	711	61	321	7	8	321	102	+1	+0	+5	+1	+5	1.2
2009	26	MLB MLE	Kansas City Royals	—	634	580	173	41	8	11	48	51	1	2	1	298	353	453	806	155	310	8	8	355	126	+20	+0	-9	+2	+14	2.7
2009	26	MLB RAW	Kansas City Royals	—	634	576	173	41	8	11	52	51	1	2	1	300	359	457	816	156	312	8	8	359	126	+20	+0	-9	+2	+14	2.7
2010	27	MLB MLE	2 teams	—	745	700	186	35	3	12	35	52	1	6	4	266	302	376	677	110	270	7	5	299	88	-10	-0	+6	+3	+16	1.4
2010	27	MLB RAW	2 teams	—	745	687	188	36	3	10	48	50	1	6	4	274	322	378	700	105	280	7	6	311	88	-10	-0	+6	+3	+16	1.4
2011	28	MLB MLE	2 teams	—	595	535	154	27	0	7	56	53	1	9	1	288	356	378	734	90	308	9	9	329	109	+6	+1	+10	+2	+13	3.4
2011	28	MLB RAW	2 teams	—	595	527	153	29	0	6	64	53	1	9	1	290	368	380	748	89	312	9	11	339	109	+6	+1	+10	+2	+13	3.4
2012	29	MLB MLE	Los Angeles Angels	—	520	458	116	21	0	10	55	59	0	4	3	253	333	365	698	111	270	11	11	312	98	-2	-0	+11	+2	+11	2.2
2012	29	MLB RAW	Los Angeles Angels	—	520	457	115	20	0	10	56	59	0	4	3	252	333	361	694	109	268	11	11	312	98	-2	-0	+11	+2	+11	2.2
2013	30	MLB MLE	2 teams	—	570	503	130	21	0	12	56	52	1	0	3	258	334	372	706	113	265	9	10	316	100	+0	-1	-5	+2	+12	0.9
2013	30	MLB RAW	2 teams	—	570	495	130	21	0	12	64	50	1	0	3	263	348	378	726	115	269	9	11	325	100	+0	-1	-5	+2	+12	0.9
2014	31	MLB MLE	Oakland Athletics	—	451	405	90	15	0	4	39	50	1	0	1	222	292	289	581	67	241	11	9	267	67	-18	-0	-0	+2	+10	-0.7
2014	31	MLB RAW	Oakland Athletics	—	451	404	90	15	0	4	40	50	1	0	1	223	294	290	584	67	242	11	9	267	67	-18	-0	-0	+2	+10	-0.7
2015	32	MLB MLE	2 teams	—	293	259	61	8	0	1	30	38	0	0	0	236	315	278	593	42	269	13	10	280	76	-8	+0	-1	+1	+6	-0.2
2015	32	MLB RAW	2 teams	—	293	256	62	8	0	1	33	35	0	0	0	242	329	285	614	43	274	12	11	284	76	-8	+0	-1	+1	+6	-0.2
2016	33	INTL MLE	Tigres de Aragua	—	54	43	19	5	0	0	6	3	0	0	1	442	510	558	1.068	116	432	6	11	—	—	—	—	—	—	—	—
2016	33	INTL RAW	Tigres de Aragua	—	54	43	19	5	0	0	6	3	0	0	1	442	510	558	1.068	116	432	6	11	431	178	—	—	—	—	—	—
2017	34	AAA MLE	2 teams	—	471	441	107	13	0	4	23	63	2	1	2	243	283	299	583	57	272	13	5	265	65	—	—	—	—	—	—
2017	34	AAA RAW	2 teams	—	471	407	132	19	0	5	57	51	2	1	2	324	410	408	818	84	357	11	12	369	65	—	—	—	—	—	—
2018	35	INTL MLE	Tigres de Aragua	—	93	83	11	0	0	0	10	5	0	0	0	133	226	133	358		141	5	11	—	—	—	—	—	—	—	—
2018	35	INTL RAW	Tigres de Aragua	—	93	83	11	0	0	0	10	5	0	0	0	133	226	133	358		141	5	11	182	9	—	—	—	—	—	—
2021	38	INTL MLE	Cardenales de Lara	—	51	42	11	2	0	0	8	5	0	0	0	262	380	310	690	48	289	10	16	—	—	—	—	—	—	—	—
2021	38	INTL RAW	Cardenales de Lara	—	51	42	11	2	0	0	8	5	0	0	0	262	380	310	690	48	289	10	16	319	102	—	—	—	—	—	—
2022	39	INTL MLE	Tigres de Aragua	—	38	32	9	2	0	0	6	2	0	0	0	281	395	344	738	62	300	5	16	—	—	—	—	—	—	—	—
2022	39	INTL RAW	Tigres de Aragua	—	38	32	9	2	0	0	6	2	0	0	0	281	395	344	738	62	300	5	16	344	119	—	—	—	—	—	—
2005	22	AA MLE	2 teams	—	613	580	164	26	2	9	26	38	2	11	13	283	319	381	700	98	282	6	4	306	94	—	—	—	—	—	—
2006	23	AAA MLE	2 teams	—	601	551	164	22	11	6	43	41	2	8	6	298	352	410	762	113	309	7	7	335	113	—	—	—	—	—	—
2007	24	AAA MLE	2 teams	—	417	384	107	22	2	4	28	36	2	2	3	279	335	378	713	99	293	9	7	319	102	—	—	—	—	—	—
2008	25	MLB MLE	2 teams	—	251	229	68	8	3	0	20	19	0	2	1	297	353	358	711	61	319	8	8	319	102	—	—	—	—	—	—
2009	26	MLB MLE	Kansas City Royals	—	634	580	173	41	8	11	48	51	1	2	1	298	353	453	806	155	312	8	8	355	126	—	—	—	—	—	—
2010	27	MLB MLE	2 teams	—	745	703	186	35	3	12	35	52	1	6	4	265	302	374	676	110	269	7	5	299	88	—	—	—	—	—	—
2011	28	MLB MLE	2 teams	—	595	533	154	27	0	7	56	53	1	9	1	289	356	379	735	90	310	9	9	329	109	—	—	—	—	—	—
2012	29	MLB MLE	Los Angeles Angels	—	520	460	116	21	0	10	55	59	0	4	3	252	333	363	696	111	268	11	11	312	98	—	—	—	—	—	—
2013	30	MLB MLE	2 teams	—	570	508	130	21	0	12	56	52	1	0	3	256	334	368	702	112	266	9	10	316	100	—	—	—	—	—	—
2014	31	MLB MLE	Oakland Athletics	—	451	408	90	15	0	4	39	50	1	0	1	221	292	287	579	66	242	11	9	267	67	—	—	—	—	—	—
2015	32	MLB MLE	2 teams	—	293	261	61	8	0	1	30	38	0	0	0	234	315	276	591	42	269	13	10	280	76	—	—	—	—	—	—
2017	34	AAA MLE	2 teams	—	471	443	107	13	0	4	23	63	2	1	2	242	283	298	581	56	270	13	5	265	65	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	3956	3556	941	170	14	52	350	365	6	22	14	265	332	364	696	100	280	9	9	312	89	-12	-1	+17	+22	+86	11.5
/ 162G	—	A+C		—	650	584	155	28	2	9	58	60	1	4	2	265	333	366	700	101	280	9	9	312	89	-2	-0	+3	+4	+14	1.9
Career	—	MLE		—	6397	5812	1570	268	29	80	489	567	13	45	39	270	328	368	696	97	285	9	8	299	89	-12	-1	+17	+22	+86	11.5
/ 162G	—	MLE		—	650	591	159	27	3	8	50	58	1	5	4	269	328	365	693	96	284	9	8	299	89	-2	-0	+3	+4	+14	1.9

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 AAAVaqueros Union Laguna · 244 PAwOBA .327 → .265 (−62)K% 11.1% → 13.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	11.07%	÷0.993	×1.200	—	—	13.37%
BB% (unintentional) /PA	7.38%	÷0.991	×0.690	—	×0.940	4.83%
HBP% /PA	0.82%	—	×0.940	—	×0.940	0.72%
Singles /BIP	28.65%	÷1.039	×0.930	×0.982	×0.940	23.67%
Doubles /BIP	4.17%	÷0.972	×0.830	×0.982	×0.940	3.28%
Triples /BIP	0.00%	÷1.150	×0.920	×0.982	×0.940	0.00%
Home runs /BIP	1.56%	÷0.879	×0.700	—	×0.940	1.17%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 76, 1B 108, 2B 94, 3B 130, K 99, BB 98 — 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 ×0.982.

Result: wOBA .327 → .265; ISO .078 → .061; BABIP .330 → .270. 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 AAAOmaha Royals · 17 PAwOBA .196 → .163 (−32)K% 23.5% → 30.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	23.53%	÷1.000	×1.290	—	—	30.35%
BB% (unintentional) /PA	5.88%	÷1.000	×0.710	—	×1.033	4.31%
HBP% /PA	0.00%	—	×0.980	—	×1.033	0.00%
Singles /BIP	25.00%	÷1.000	×0.900	—	×1.033	23.24%
Doubles /BIP	0.00%	÷1.000	×0.810	—	×1.033	0.00%
Triples /BIP	0.00%	÷1.000	×0.810	—	×1.033	0.00%
Home runs /BIP	0.00%	÷1.000	×0.780	—	×1.033	0.00%

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

Result: wOBA .196 → .163; ISO .000 → .000; BABIP .250 → .232. 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 AAATucson Sidewinders · 261 PAwOBA .391 → .364 (−27)K% 6.5% → 8.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	6.51%	÷1.000	×1.290	—	—	8.40%
BB% (unintentional) /PA	9.96%	÷1.000	×0.710	—	×1.048	7.41%
HBP% /PA	0.38%	—	×0.980	—	×1.048	0.39%
Singles /BIP	26.32%	÷1.000	×0.900	×1.034	×1.048	25.67%
Doubles /BIP	7.18%	÷1.000	×0.810	×1.034	×1.048	6.30%
Triples /BIP	0.96%	÷1.000	×0.810	×1.034	×1.048	0.84%
Home runs /BIP	2.39%	÷1.000	×0.780	—	×1.048	1.96%

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 ×1.034.

Result: wOBA .391 → .364; ISO .150 → .134; BABIP .343 → .326. 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 AAATucson Sidewinders · 554 PAwOBA .380 → .340 (−40)K% 4.9% → 6.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	4.87%	÷1.000	×1.290	—	—	6.29%
BB% (unintentional) /PA	9.57%	÷1.000	×0.710	—	×1.050	7.13%
HBP% /PA	0.36%	—	×0.980	—	×1.050	0.37%
Singles /BIP	26.35%	÷1.000	×0.900	×0.988	×1.050	24.59%
Doubles /BIP	5.18%	÷1.000	×0.810	×0.988	×1.050	4.35%
Triples /BIP	2.59%	÷1.000	×0.810	×0.988	×1.050	2.18%
Home runs /BIP	1.51%	÷1.000	×0.780	—	×1.050	1.24%

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 ×0.988.

Result: wOBA .380 → .340; ISO .141 → .121; BABIP .343 → .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).

2005 AAArkansas Travelers · 385 PAwOBA .330 → .302 (−28)K% 4.4% → 5.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	4.42%	÷1.000	×1.220	—	—	5.39%
BB% (unintentional) /PA	7.01%	÷1.000	×0.700	—	×1.042	5.12%
HBP% /PA	0.26%	—	×0.870	—	×1.042	0.24%
Singles /BIP	25.83%	÷1.000	×0.920	×0.990	×1.042	24.50%
Doubles /BIP	2.40%	÷1.000	×0.840	×0.990	×1.042	2.08%
Triples /BIP	0.00%	÷1.000	×0.940	×0.990	×1.042	0.00%
Home runs /BIP	3.00%	÷1.000	×0.800	—	×1.042	2.50%

Factors used: league row TL. 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 ×0.990.

Result: wOBA .330 → .302; ISO .109 → .094; BABIP .287 → .269. 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).

2005 AAASalt Lake Stingers · 228 PAwOBA .340 → .314 (−26)K% 5.7% → 7.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	5.70%	÷1.000	×1.290	—	—	7.36%
BB% (unintentional) /PA	3.95%	÷1.000	×0.710	—	×1.050	2.94%
HBP% /PA	0.44%	—	×0.980	—	×1.050	0.45%
Singles /BIP	21.61%	÷1.000	×0.900	×1.020	×1.050	20.83%
Doubles /BIP	10.55%	÷1.000	×0.810	×1.020	×1.050	9.15%
Triples /BIP	1.01%	÷1.000	×0.810	×1.020	×1.050	0.87%
Home runs /BIP	0.50%	÷1.000	×0.780	—	×1.050	0.41%

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 ×1.020.

Result: wOBA .340 → .314; ISO .132 → .116; BABIP .328 → .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).

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