Ian Stewart

Pos3B

B/TL/R

Born1985-04-05

Age (2027)42

No MLB projection yet. Career stats below are historical.

Overview

AAALAST SEASON 2015

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2013	28	AAACOL	238	.171/.304/.347	7	0	18	—	.109/.207/.223
2014	29	AAALAA	142	.198/.312/.347	5	1	30	—	.142/.227/.228
2014	29	MLBLAA	72	.176/.222/.382	2	1	65	-0.2
2015	30	AAASyracuse Chie…	184	.200/.315/.400	7	1	49	—	.154/.243/.296
2016	31	No MLB games played
2017	32	No MLB games played
2018	33	No MLB games played
2019	34	No MLB games played
2020	35	No MLB games played
2021	36	No MLB games played
2022	37	No MLB games played
2023	38	No MLB games played
2024	39	No MLB games played
2025	40	No MLB games played
2026	41	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	20	A+	Modesto Nuts	—	499	435	119	32	7	17	52	113	5	2	2	274	358	497	854	223	327	23	10	370	97	—	—	—	—	—	—
2006	21	AA	Tulsa Drillers	—	528	462	124	41	7	10	50	103	11	3	8	268	354	452	806	184	323	20	9	355	95	—	—	—	—	—	—
2007	22	MLB	Colorado Rockies	—	46	43	9	4	0	1	1	17	2	0	0	209	261	372	633	163	320	37	2	283	77	-1	+0	+3	+2	+1	0.5
2007	22	AAA	Colorado Springs Sky Sox	—	474	414	126	23	2	15	49	92	3	11	2	304	382	478	860	174	357	19	10	376	107	—	—	—	—	—	—
2008	23	MLB	Colorado Rockies	—	304	266	69	18	2	10	30	94	7	1	1	259	350	455	805	195	362	31	10	357	122	+8	-0	+1	+2	+7	1.7
2008	23	AAA	Colorado Springs Sky Sox	—	298	257	72	15	6	19	34	66	5	7	2	280	375	607	982	327	305	22	11	419	110	—	—	—	—	—	—
2009	24	MLB	Colorado Rockies	—	491	425	97	19	3	25	56	138	5	7	4	228	325	464	789	235	270	28	11	345	117	+10	-0	-3	+2	+11	1.9
2010	25	MLB	Colorado Rockies	—	441	386	99	14	2	18	45	110	5	5	2	256	342	443	785	187	308	25	10	346	101	+0	+0	-2	+2	+10	1.0
2011	26	MLB	Colorado Rockies	—	136	122	19	6	1	0	14	37	0	3	2	156	243	221	464	66	224	27	10	220	24	-12	-0	+3	+1	+3	-0.6
2011	26	AAA	Colorado Springs Sky Sox	—	195	171	47	10	1	14	22	51	1	1	0	275	361	591	951	316	308	26	11	408	88	—	—	—	—	—	—
2012	27	MLB	Chicago Cubs	—	202	179	36	5	2	5	21	46	2	0	3	201	292	335	627	134	242	23	10	287	70	-7	-1	+2	+1	+4	-0.1
2013	28	AAA	Albuquerque Isotopes	—	238	199	34	12	1	7	34	81	4	0	0	171	304	347	651	176	241	34	14	298	18	—	—	—	—	—	—
2014	29	MLB	Los Angeles Angels	—	72	68	12	2	3	2	3	31	1	1	0	176	222	382	605	206	286	43	4	263	65	-3	+0	-2	+1	+2	-0.2
2014	29	AAA	Salt Lake Bees	—	142	121	24	3	0	5	18	42	2	1	0	198	312	347	659	149	253	30	13	301	30	—	—	—	—	—	—
2015	30	AAA	Syracuse Chiefs	—	184	155	31	8	1	7	23	55	3	1	0	200	315	400	715	200	250	30	12	317	49	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	1692	1489	341	68	13	61	170	473	22	17	12	229	317	415	732	186	290	28	10	325	106	+12	-1	+2	+10	+37	6.1
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2005	20	A+ MLE	Modesto Nuts	—	499	449	105	27	5	15	38	151	5	2	2	234	301	416	717	183	303	30	8	311	97	—	—	—	—	—	—
2006	21	AA MLE	Tulsa Drillers	—	528	477	115	36	7	8	35	126	11	3	8	241	308	396	704	155	304	24	7	308	95	—	—	—	—	—	—
2007	22	MLB MLE	Colorado Rockies	—	46	43	9	4	0	1	1	17	2	0	0	209	261	372	633	163	320	37	2	283	77	-1	+0	+3	+2	+1	0.5
2007	22	AAA MLE	Colorado Springs Sky Sox	—	474	431	119	20	2	12	32	118	3	11	2	276	330	415	746	139	343	25	7	327	107	—	—	—	—	—	—
2008	23	MLB MLE	Colorado Rockies	—	304	270	69	18	2	10	26	94	7	1	1	256	337	448	785	193	362	31	9	348	122	+8	-0	+1	+2	+7	1.7
2008	23	AAA MLE	Colorado Springs Sky Sox	—	298	267	60	12	5	15	24	85	5	7	2	225	301	476	776	251	262	29	8	331	110	—	—	—	—	—	—
2009	24	MLB MLE	Colorado Rockies	—	491	428	97	19	3	25	53	138	5	7	4	227	319	460	779	234	270	28	11	340	117	+10	-0	-3	+2	+11	1.9
2010	25	MLB MLE	Colorado Rockies	—	441	394	94	14	1	16	37	110	5	5	2	239	312	401	713	162	308	25	8	317	101	+0	+0	-2	+2	+10	1.0
2011	26	MLB MLE	Colorado Rockies	—	136	124	19	6	1	0	12	37	0	3	2	153	228	218	446	65	224	27	9	203	24	-12	-0	+3	+1	+3	-0.6
2011	26	AAA MLE	Colorado Springs Sky Sox	—	195	177	37	8	1	10	16	71	1	1	0	209	278	435	713	226	271	36	8	298	88	—	—	—	—	—	—
2012	27	MLB MLE	Chicago Cubs	—	202	183	36	5	2	5	17	46	2	0	3	197	272	328	600	131	242	23	8	271	70	-7	-1	+2	+1	+4	-0.1
2013	28	AAA MLE	Albuquerque Isotopes	—	238	211	23	7	1	5	22	111	4	0	0	109	207	223	429	114	186	47	9	195	18	—	—	—	—	—	—
2014	29	MLB MLE	Los Angeles Angels	—	72	68	12	2	3	2	3	31	1	1	0	176	222	382	605	206	286	43	4	264	65	-3	+0	-2	+1	+2	-0.2
2014	29	AAA MLE	Salt Lake Bees	—	142	127	18	2	0	3	12	55	2	1	0	142	227	228	455	87	213	39	8	213	30	—	—	—	—	—	—
2015	30	AAA MLE	Syracuse Chiefs	—	184	162	25	6	1	5	16	63	3	1	0	154	243	296	539	142	201	34	9	240	49	—	—	—	—	—	—
2005	20	A+ MLE	Modesto Nuts	—	499	449	105	27	5	15	38	151	5	2	2	234	301	416	717	183	310	30	8	311	97	—	—	—	—	—	—
2005	20	A+ RAW	Modesto Nuts	—	499	435	119	32	7	17	52	113	5	2	2	274	358	497	854	223	327	23	10	370	97	—	—	—	—	—	—
2006	21	AA MLE	Tulsa Drillers	—	528	477	115	36	7	8	35	126	11	3	8	241	308	396	704	155	308	24	7	308	95	—	—	—	—	—	—
2006	21	AA RAW	Tulsa Drillers	—	528	462	124	41	7	10	50	103	11	3	8	268	354	452	806	184	323	20	9	355	95	—	—	—	—	—	—
2007	22	AAA MLE	2 teams	—	520	474	128	24	2	13	33	136	5	11	2	270	324	411	736	141	350	26	6	323	105	—	—	—	—	—	—
2007	22	AAA RAW	2 teams	—	520	457	135	27	2	16	50	109	5	11	2	295	371	468	839	173	354	21	10	368	105	—	—	—	—	—	—
2008	23	MLB MLE	2 teams	—	602	537	129	30	7	25	50	179	12	8	3	240	319	462	781	222	310	30	8	339	116	+11	+0	+1	+2	+13	2.8
2008	23	MLB RAW	2 teams	—	602	523	141	33	8	29	64	160	12	8	3	270	362	530	892	260	332	27	11	388	116	+11	+0	+1	+2	+13	2.8
2009	24	MLB MLE	Colorado Rockies	—	491	428	97	19	3	25	53	138	5	7	4	227	319	460	779	234	267	28	11	340	117	+10	-0	-3	+2	+11	1.9
2009	24	MLB RAW	Colorado Rockies	—	491	425	97	19	3	25	56	138	5	7	4	228	325	464	789	235	270	28	11	345	117	+10	-0	-3	+2	+11	1.9
2010	25	MLB MLE	Colorado Rockies	—	441	394	94	14	1	16	37	110	5	5	2	239	312	401	713	162	286	25	8	317	101	+0	+0	-2	+2	+10	1.0
2010	25	MLB RAW	Colorado Rockies	—	441	386	99	14	2	18	45	110	5	5	2	256	342	443	785	187	308	25	10	346	101	+0	+0	-2	+2	+10	1.0
2011	26	AAA MLE	2 teams	—	331	301	54	13	1	10	28	108	1	4	2	179	252	329	580	150	239	33	8	259	62	—	—	—	—	—	—
2011	26	AAA RAW	2 teams	—	331	293	66	16	2	14	36	88	1	4	2	225	312	437	749	212	271	27	11	331	62	—	—	—	—	—	—
2012	27	MLB MLE	Chicago Cubs	—	202	183	36	5	2	5	17	46	2	0	3	197	272	328	600	131	235	23	8	271	70	-7	-1	+2	+1	+4	-0.1
2012	27	MLB RAW	Chicago Cubs	—	202	179	36	5	2	5	21	46	2	0	3	201	292	335	627	134	242	23	10	287	70	-7	-1	+2	+1	+4	-0.1
2013	28	AAA MLE	Albuquerque Isotopes	—	238	211	23	7	1	5	22	111	4	0	0	109	207	223	429	114	188	47	9	195	18	—	—	—	—	—	—
2013	28	AAA RAW	Albuquerque Isotopes	—	238	199	34	12	1	7	34	81	4	0	0	171	304	347	651	176	241	34	14	298	18	—	—	—	—	—	—
2014	29	AAA MLE	2 teams	—	214	195	30	4	3	5	15	86	3	2	0	154	225	282	507	128	238	40	7	230	42	—	—	—	—	—	—
2014	29	AAA RAW	2 teams	—	214	189	36	5	3	7	21	73	3	2	0	190	282	360	641	169	264	34	10	288	42	—	—	—	—	—	—
2015	30	AAA MLE	Syracuse Chiefs	—	184	162	25	6	1	5	16	63	3	1	0	154	243	296	539	142	206	34	9	240	49	—	—	—	—	—	—
2015	30	AAA RAW	Syracuse Chiefs	—	184	155	31	8	1	7	23	55	3	1	0	200	315	400	715	200	250	30	12	317	49	—	—	—	—	—	—
2005	20	A+ MLE	Modesto Nuts	—	499	453	105	27	5	15	38	151	5	2	2	232	301	413	714	181	303	30	8	311	97	—	—	—	—	—	—
2006	21	AA MLE	Tulsa Drillers	—	528	477	115	36	7	8	35	126	11	3	8	241	308	396	704	155	304	24	7	308	95	—	—	—	—	—	—
2007	22	AAA MLE	2 teams	—	520	477	128	24	2	13	33	136	5	11	2	268	324	409	733	140	341	26	6	323	105	—	—	—	—	—	—
2008	23	MLB MLE	2 teams	—	602	535	129	30	7	25	50	179	12	8	3	241	319	464	782	222	312	30	8	339	116	—	—	—	—	—	—
2009	24	MLB MLE	Colorado Rockies	—	491	430	97	19	3	25	53	138	5	7	4	226	319	458	777	233	270	28	11	340	117	—	—	—	—	—	—
2010	25	MLB MLE	Colorado Rockies	—	441	396	94	14	1	16	37	110	5	5	2	237	312	399	711	162	308	25	8	317	101	—	—	—	—	—	—
2011	26	AAA MLE	2 teams	—	331	299	54	13	1	10	28	108	1	4	2	181	252	331	583	151	251	33	8	259	62	—	—	—	—	—	—
2012	27	MLB MLE	Chicago Cubs	—	202	181	36	5	2	5	17	46	2	0	3	199	272	331	604	133	242	23	8	271	70	—	—	—	—	—	—
2013	28	AAA MLE	Albuquerque Isotopes	—	238	210	23	7	1	5	22	111	4	0	0	110	207	224	431	114	186	47	9	195	18	—	—	—	—	—	—
2014	29	AAA MLE	2 teams	—	214	194	30	4	3	5	15	86	3	2	0	155	225	284	509	129	237	40	7	230	42	—	—	—	—	—	—
2015	30	AAA MLE	Syracuse Chiefs	—	184	163	25	6	1	5	16	63	3	1	0	153	243	294	538	141	201	34	9	240	49	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	1692	1489	341	68	13	61	170	473	22	17	12	229	317	415	732	186	290	28	10	325	90	+12	-1	+2	+10	+37	6.1
/ 162G	—	A+C		—	650	572	130	26	5	23	65	182	8	7	5	227	314	411	725	184	288	28	10	325	90	+5	-1	+1	+4	+14	2.3
Career	—	MLE		—	4250	3811	836	185	33	132	344	1254	56	43	26	219	294	389	683	170	286	30	8	301	90	+12	-1	+2	+10	+37	6.1
/ 162G	—	MLE		—	650	583	127	28	5	20	53	192	9	7	4	218	293	386	679	168	285	30	8	301	90	+5	-1	+1	+4	+14	2.3

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.

2015 AAASyracuse Chiefs · 184 PAwOBA .312 → .240 (−71)K% 29.9% → 34.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	29.89%	÷1.043	×1.200	—	—	34.41%
BB% (unintentional) /PA	11.96%	÷0.938	×0.690	—	×0.972	8.55%
HBP% /PA	1.63%	—	×0.940	—	×0.972	1.49%
Singles /BIP	15.00%	÷1.010	×0.930	×0.969	×0.972	13.00%
Doubles /BIP	8.00%	÷1.088	×0.830	×0.969	×0.972	5.74%
Triples /BIP	1.00%	÷0.947	×0.970	×0.969	×0.972	0.96%
Home runs /BIP	7.00%	÷1.183	×0.840	—	×0.972	4.83%

Factors used: league row IL. Park (home-season share, regressed): HR 137, 1B 102, 2B 118, 3B 89, K 109, BB 88 — 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 ×0.969.

Result: wOBA .312 → .240; ISO .200 → .146; BABIP .250 → .201. 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 AAASalt Lake Bees · 142 PAwOBA .296 → .213 (−83)K% 29.6% → 38.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	29.58%	÷0.986	×1.290	—	—	38.71%
BB% (unintentional) /PA	12.68%	÷1.043	×0.710	—	×0.982	8.47%
HBP% /PA	1.41%	—	×0.980	—	×0.982	1.36%
Singles /BIP	20.25%	÷1.013	×0.900	×0.999	×0.982	17.66%
Doubles /BIP	3.80%	÷1.005	×0.810	×0.999	×0.982	3.00%
Triples /BIP	0.00%	÷0.958	×0.810	×0.999	×0.982	0.00%
Home runs /BIP	6.33%	÷1.139	×0.780	—	×0.982	4.25%

Factors used: league row PCL. Park (home-season share, regressed): HR 128, 1B 103, 2B 101, 3B 92, K 97, BB 109 — 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 ×0.999.

Result: wOBA .296 → .213; ISO .149 → .095; BABIP .253 → .213. 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 AAAAlbuquerque Isotopes · 238 PAwOBA .292 → .195 (−97)K% 34.0% → 46.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	34.03%	÷0.938	×1.290	—	—	46.80%
BB% (unintentional) /PA	14.29%	÷1.071	×0.710	—	×0.992	9.39%
HBP% /PA	1.68%	—	×0.980	—	×0.992	1.63%
Singles /BIP	11.86%	÷1.029	×0.900	×0.971	×0.992	9.99%
Doubles /BIP	10.17%	÷1.082	×0.810	×0.971	×0.992	7.33%
Triples /BIP	0.85%	÷1.150	×0.810	×0.971	×0.992	0.57%
Home runs /BIP	5.93%	÷1.004	×0.780	—	×0.992	4.57%

Factors used: league row PCL. Park (home-season share, regressed): HR 101, 1B 106, 2B 116, 3B 130, K 88, BB 114 — 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 ×0.971.

Result: wOBA .292 → .195; ISO .176 → .112; BABIP .241 → .186. 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 AAAColorado Springs Sky Sox · 195 PAwOBA .397 → .298 (−99)K% 26.2% → 36.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	26.15%	÷0.925	×1.290	—	—	36.49%
BB% (unintentional) /PA	10.77%	÷0.972	×0.710	—	×1.018	8.01%
HBP% /PA	0.51%	—	×0.980	—	×1.018	0.51%
Singles /BIP	18.33%	÷1.016	×0.900	×1.035	×1.018	17.10%
Doubles /BIP	8.33%	÷0.992	×0.810	×1.035	×1.018	7.17%
Triples /BIP	0.83%	÷1.150	×0.810	×1.035	×1.018	0.62%
Home runs /BIP	11.67%	÷1.029	×0.780	—	×1.018	9.00%

Factors used: league row PCL. Park (home-season share, regressed): HR 106, 1B 103, 2B 98, 3B 130, K 85, BB 94 — 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 ×1.035.

Result: wOBA .397 → .298; ISO .316 → .222; BABIP .308 → .271. 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 AAAColorado Springs Sky Sox · 298 PAwOBA .408 → .331 (−77)K% 22.1% → 28.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	22.15%	÷1.000	×1.290	—	—	28.57%
BB% (unintentional) /PA	10.74%	÷1.000	×0.710	—	×1.050	8.01%
HBP% /PA	1.68%	—	×0.980	—	×1.050	1.73%
Singles /BIP	16.75%	÷1.000	×0.900	×0.968	×1.050	15.33%
Doubles /BIP	7.85%	÷1.000	×0.810	×0.968	×1.050	6.47%
Triples /BIP	3.14%	÷1.000	×0.810	×0.968	×1.050	2.59%
Home runs /BIP	9.95%	÷1.000	×0.780	—	×1.050	8.15%

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 ×0.968.

Result: wOBA .408 → .331; ISO .327 → .258; BABIP .305 → .262. 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 AAAColorado Springs Sky Sox · 474 PAwOBA .365 → .327 (−38)K% 19.4% → 25.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.41%	÷1.000	×1.290	—	—	25.04%
BB% (unintentional) /PA	9.07%	÷1.000	×0.710	—	×1.050	6.76%
HBP% /PA	0.63%	—	×0.980	—	×1.050	0.65%
Singles /BIP	26.71%	÷1.000	×0.900	×1.050	×1.050	26.50%
Doubles /BIP	7.14%	÷1.000	×0.810	×1.050	×1.050	6.38%
Triples /BIP	0.62%	÷1.000	×0.810	×1.050	×1.050	0.55%
Home runs /BIP	4.66%	÷1.000	×0.780	—	×1.050	3.82%

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 ×1.050.

Result: wOBA .365 → .327; ISO .174 → .146; BABIP .357 → .343. 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 AATulsa Drillers · 528 PAwOBA .347 → .308 (−39)K% 19.5% → 23.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.51%	÷1.000	×1.220	—	—	23.80%
BB% (unintentional) /PA	9.09%	÷1.000	×0.700	—	×1.050	6.68%
HBP% /PA	2.08%	—	×0.870	—	×1.050	1.90%
Singles /BIP	18.38%	÷1.000	×0.920	×1.009	×1.050	17.92%
Doubles /BIP	11.42%	÷1.000	×0.840	×1.009	×1.050	10.16%
Triples /BIP	1.95%	÷1.000	×0.940	×1.009	×1.050	1.94%
Home runs /BIP	2.79%	÷1.000	×0.800	—	×1.050	2.34%

Factors used: league row TL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 21 vs a level average of 24.8 → +5.0% on BB/HBP/hit rates (3.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.009.

Result: wOBA .347 → .308; ISO .184 → .163; BABIP .323 → .304. 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 A+Modesto Nuts · 499 PAwOBA .365 → .311 (−55)K% 22.6% → 30.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	22.65%	÷1.000	×1.340	—	—	30.34%
BB% (unintentional) /PA	10.42%	÷1.000	×0.710	—	×1.042	7.71%
HBP% /PA	1.00%	—	×0.790	—	×1.042	0.82%
Singles /BIP	19.57%	÷1.000	×0.910	×1.024	×1.042	18.99%
Doubles /BIP	9.94%	÷1.000	×0.820	×1.024	×1.042	8.69%
Triples /BIP	2.17%	÷1.000	×0.760	×1.024	×1.042	1.76%
Home runs /BIP	5.28%	÷1.000	×0.920	—	×1.042	5.06%

Factors used: league row CAL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 20 vs a level average of 22.8 → +4.2% on BB/HBP/hit rates (2.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.024.

Result: wOBA .365 → .311; ISO .223 → .192; BABIP .327 → .303. 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).