Kevin Frandsen

Pos3B

B/TR/R

Born1982-05-24

Age (2027)45

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	31	MLBPHI	278	.234/.298/.341	5	1	80	-0.6
2014	32	MLBWSH	236	.259/.300/.309	1	0	72	-0.9
2015	33	AAASF	448	.280/.340/.356	4	5	63	—	.243/.293/.303
2016	34	No MLB games played
2017	35	No MLB games played
2018	36	No MLB games played
2019	37	No MLB games played
2020	38	No MLB games played
2021	39	No MLB games played
2022	40	No MLB games played
2023	41	No MLB games played
2024	42	No MLB games played
2025	43	No MLB games played
2026	44	No MLB games played

Last 3 seasons WAR -1.5

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	23	AAA	Fresno Grizzlies	—	98	94	33	10	1	2	2	5	2	1	1	351	378	543	920	191	356	5	2	404	127	—	—	—	—	—	—
2005	23	AA	Norwich Navigators	—	142	129	37	8	0	2	4	14	6	7	3	287	338	395	733	109	307	10	3	324	94	—	—	—	—	—	—
2005	23	A+	San Jose Giants	—	335	291	102	22	3	2	26	22	15	13	11	351	431	467	898	117	373	7	8	401	121	—	—	—	—	—	—
2006	24	MLB	San Francisco Giants	—	102	93	20	4	0	2	3	14	6	0	1	215	284	323	607	108	234	14	3	279	75	-3	-0	+1	+2	+2	0.1
2006	24	AAA	Fresno Grizzlies	—	328	293	89	25	3	3	12	30	14	7	4	304	361	440	801	137	328	9	4	349	101	—	—	—	—	—	—
2007	25	MLB	San Francisco Giants	—	296	264	71	12	1	5	21	24	5	4	3	269	334	379	713	110	277	8	7	317	96	-2	-0	-0	+1	+6	0.6
2007	25	AAA	Fresno Grizzlies	—	83	67	27	5	0	1	9	6	5	4	2	403	506	522	1.029	119	433	7	11	451	166	—	—	—	—	—	—
2009	27	MLB	San Francisco Giants	—	54	50	7	2	0	0	3	4	1	0	0	140	204	180	384	40	152	7	6	184	11	-6	+0	+2	+2	+1	-0.1
2009	27	AAA	Fresno Grizzlies	—	474	427	126	18	2	13	23	34	16	3	4	295	354	438	792	143	295	7	5	349	89	—	—	—	—	—	—
2010	28	MLB	Los Angeles Angels	—	173	160	40	11	0	0	9	10	1	2	0	250	294	319	613	69	267	6	5	274	74	-5	+0	-5	+1	+4	-0.5
2010	28	AAA	Salt Lake Bees	—	226	199	54	12	1	3	12	22	12	4	1	271	350	387	737	116	293	10	5	331	69	—	—	—	—	—	—
2011	29	AAA	Lehigh Valley IronPigs	—	322	284	86	13	3	4	11	31	16	10	3	303	363	412	775	109	322	10	3	339	90	—	—	—	—	—	—
2012	30	MLB	Philadelphia Phillies	—	210	195	66	10	3	2	9	18	5	0	1	338	383	451	834	113	366	9	4	371	132	+8	-0	-0	+2	+5	1.4
2012	30	AAA	Lehigh Valley IronPigs	—	418	391	118	34	0	1	14	31	8	2	4	302	339	396	735	95	323	7	3	327	79	—	—	—	—	—	—
2013	31	MLB	Philadelphia Phillies	—	278	252	59	10	1	5	12	29	11	1	0	234	298	341	639	107	245	10	4	289	80	-7	+0	-0	-5	+6	-0.6
2014	32	MLB	Washington Nationals	—	236	220	57	8	0	1	6	26	7	0	0	259	300	309	610	50	289	11	3	276	72	-8	+0	-4	-3	+5	-0.9
2015	33	AAA	Sacramento River Cats	—	448	404	113	17	1	4	24	27	13	5	3	280	340	356	697	77	290	6	5	313	63	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	1349	1234	320	57	5	15	63	125	36	7	5	259	314	350	664	91	277	9	5	299	88	-19	-1	-7	+1	+29	0.4
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2005	23	AAA MLE	Fresno Grizzlies	—	98	95	31	9	1	2	1	6	2	1	1	326	347	505	852	179	333	6	1	356	127	—	—	—	—	—	—
2005	23	AA MLE	Norwich Navigators	—	142	130	37	7	0	2	3	17	6	7	3	285	331	385	716	100	308	12	2	307	94	—	—	—	—	—	—
2005	23	A+ MLE	San Jose Giants	—	335	299	95	19	2	2	18	29	15	13	11	318	386	415	800	97	341	9	5	347	121	—	—	—	—	—	—
2006	24	MLB MLE	San Francisco Giants	—	102	93	20	4	0	2	3	14	6	0	1	215	284	323	607	108	234	14	3	279	75	-3	-0	+1	+2	+2	0.1
2006	24	AAA MLE	Fresno Grizzlies	—	328	296	84	22	3	2	9	39	14	7	4	284	335	399	734	115	308	12	3	317	101	—	—	—	—	—	—
2007	25	MLB MLE	San Francisco Giants	—	296	267	71	12	1	5	18	24	5	4	3	266	324	375	699	109	277	8	6	310	96	-2	-0	-0	+1	+6	0.6
2007	25	AAA MLE	Fresno Grizzlies	—	83	69	27	5	0	1	7	8	5	4	2	391	481	507	989	116	414	10	8	414	166	—	—	—	—	—	—
2009	27	MLB MLE	San Francisco Giants	—	54	50	7	2	0	0	3	4	1	0	0	140	204	180	384	40	152	7	6	184	11	-6	+0	+2	+2	+1	-0.1
2009	27	AAA MLE	Fresno Grizzlies	—	474	435	114	15	2	10	15	44	16	3	4	262	311	375	686	113	266	9	3	300	89	—	—	—	—	—	—
2010	28	MLB MLE	Los Angeles Angels	—	173	160	40	11	0	0	9	10	1	2	0	250	294	319	613	69	267	6	5	277	74	-5	+0	-5	+1	+4	-0.5
2010	28	AAA MLE	Salt Lake Bees	—	226	203	46	10	1	2	8	29	12	4	1	227	296	315	611	89	248	13	4	270	69	—	—	—	—	—	—
2011	29	AAA MLE	Lehigh Valley IronPigs	—	322	288	79	12	3	4	7	37	16	10	3	274	328	378	706	104	282	11	2	301	90	—	—	—	—	—	—
2012	30	MLB MLE	Philadelphia Phillies	—	210	197	66	10	3	2	7	18	5	0	1	335	373	447	820	112	366	9	3	364	132	+8	-0	-0	+2	+5	1.4
2012	30	AAA MLE	Lehigh Valley IronPigs	—	418	398	110	29	0	1	7	35	8	2	4	276	303	357	659	80	294	8	2	285	79	—	—	—	—	—	—
2013	31	MLB MLE	Philadelphia Phillies	—	278	252	59	10	1	5	12	29	11	1	0	234	298	341	639	107	245	10	4	287	80	-7	+0	-0	-5	+6	-0.6
2014	32	MLB MLE	Washington Nationals	—	236	220	57	8	0	1	6	26	7	0	0	259	300	309	610	50	289	11	3	275	72	-8	+0	-4	-3	+5	-0.9
2015	33	AAA MLE	Sacramento River Cats	—	448	412	100	14	1	3	16	33	13	5	3	243	293	303	596	61	250	7	4	262	63	—	—	—	—	—	—
2005	23	A+ MLE	3 teams	—	575	523	163	35	3	5	23	53	23	21	15	312	367	419	786	107	338	9	4	339	115	—	—	—	—	—	—
2005	23	A+ RAW	3 teams	—	575	514	172	40	4	6	32	41	23	21	15	335	399	463	862	128	354	7	6	383	115	—	—	—	—	—	—
2006	24	AAA MLE	2 teams	—	430	389	104	26	3	4	12	53	20	7	5	267	323	380	704	113	299	12	3	308	95	—	—	—	—	—	—
2006	24	AAA RAW	2 teams	—	430	386	109	29	3	5	15	44	20	7	5	282	342	412	754	130	307	10	3	332	95	—	—	—	—	—	—
2007	25	MLB MLE	2 teams	—	379	336	98	17	1	6	25	32	10	8	5	292	358	402	760	110	306	8	7	332	111	+5	-0	-0	+1	+8	1.4
2007	25	MLB RAW	2 teams	—	379	331	98	17	1	6	30	30	10	8	5	296	372	408	780	112	309	8	8	346	111	+5	-0	-0	+1	+8	1.4
2009	27	AAA MLE	2 teams	—	528	485	121	17	2	10	18	48	17	3	4	249	300	355	655	105	258	9	3	288	81	—	—	—	—	—	—
2009	27	AAA RAW	2 teams	—	528	477	133	20	2	13	26	38	17	3	4	279	338	411	749	132	280	7	5	332	81	—	—	—	—	—	—
2010	28	AAA MLE	2 teams	—	399	363	86	21	1	2	17	39	13	6	1	237	295	317	612	80	261	10	4	273	71	—	—	—	—	—	—
2010	28	AAA RAW	2 teams	—	399	359	94	23	1	3	21	32	13	6	1	262	326	357	682	95	281	8	5	306	71	—	—	—	—	—	—
2011	29	AAA MLE	Lehigh Valley IronPigs	—	322	288	79	12	3	4	7	37	16	10	3	274	328	378	706	104	296	11	2	301	90	—	—	—	—	—	—
2011	29	AAA RAW	Lehigh Valley IronPigs	—	322	284	86	13	3	4	11	31	16	10	3	303	363	412	775	109	322	10	3	339	90	—	—	—	—	—	—
2012	30	AAA MLE	2 teams	—	628	595	176	39	3	3	14	53	13	2	5	296	326	387	713	91	319	8	2	311	97	—	—	—	—	—	—
2012	30	AAA RAW	2 teams	—	628	586	184	44	3	3	23	49	13	2	5	314	354	415	768	101	337	8	4	341	97	—	—	—	—	—	—
2013	31	MLB MLE	Philadelphia Phillies	—	278	252	59	10	1	5	12	29	11	1	0	234	298	341	639	107	245	10	4	287	80	-7	+0	-0	-5	+6	-0.6
2013	31	MLB RAW	Philadelphia Phillies	—	278	252	59	10	1	5	12	29	11	1	0	234	298	341	639	107	245	10	4	289	80	-7	+0	-0	-5	+6	-0.6
2014	32	MLB MLE	Washington Nationals	—	236	220	57	8	0	1	6	26	7	0	0	259	300	309	610	50	289	11	3	275	72	-8	+0	-4	-3	+5	-0.9
2014	32	MLB RAW	Washington Nationals	—	236	220	57	8	0	1	6	26	7	0	0	259	300	309	610	50	289	11	3	276	72	-8	+0	-4	-3	+5	-0.9
2015	33	AAA MLE	Sacramento River Cats	—	448	412	100	14	1	3	16	33	13	5	3	243	293	303	596	61	256	7	4	262	63	—	—	—	—	—	—
2015	33	AAA RAW	Sacramento River Cats	—	448	404	113	17	1	4	24	27	13	5	3	280	340	356	697	77	290	6	5	313	63	—	—	—	—	—	—
2005	23	A+ MLE	3 teams	—	575	524	163	35	3	5	23	53	23	21	15	311	367	418	785	107	331	9	4	339	115	—	—	—	—	—	—
2006	24	AAA MLE	2 teams	—	430	395	104	26	3	4	12	53	20	7	5	263	323	375	698	111	290	12	3	308	95	—	—	—	—	—	—
2007	25	MLB MLE	2 teams	—	379	341	98	17	1	6	25	32	10	8	5	287	358	396	754	109	307	8	7	332	111	—	—	—	—	—	—
2009	27	AAA MLE	2 teams	—	528	488	121	17	2	10	18	48	17	3	4	248	300	352	652	105	254	9	3	288	81	—	—	—	—	—	—
2010	28	AAA MLE	2 teams	—	399	366	86	21	1	2	17	39	13	6	1	235	295	314	609	79	256	10	4	273	71	—	—	—	—	—	—
2011	29	AAA MLE	Lehigh Valley IronPigs	—	322	296	79	12	3	4	7	37	16	10	3	267	328	368	696	101	282	11	2	301	90	—	—	—	—	—	—
2012	30	AAA MLE	2 teams	—	628	596	176	39	3	3	14	53	13	2	5	295	326	386	712	91	318	8	2	311	97	—	—	—	—	—	—
2013	31	MLB MLE	Philadelphia Phillies	—	278	253	59	10	1	5	12	29	11	1	0	233	298	340	638	107	245	10	4	287	80	—	—	—	—	—	—
2014	32	MLB MLE	Washington Nationals	—	236	221	57	8	0	1	6	26	7	0	0	258	300	308	608	50	289	11	3	275	72	—	—	—	—	—	—
2015	33	AAA MLE	Sacramento River Cats	—	448	416	100	14	1	3	16	33	13	5	3	240	293	300	593	60	250	7	4	262	63	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	1349	1234	320	57	5	15	63	125	36	7	5	259	314	350	664	91	277	9	5	299	89	-19	-1	-7	+1	+29	0.4
/ 162G	—	A+C		—	650	595	153	27	2	7	30	60	17	3	2	257	312	345	656	87	275	9	5	299	89	-9	-0	-3	+0	+14	0.2
Career	—	MLE		—	4223	3863	1043	199	18	43	150	403	143	63	41	270	321	364	686	94	291	10	4	300	89	-19	-1	-7	+1	+29	0.4
/ 162G	—	MLE		—	650	595	162	31	3	7	23	62	22	10	6	272	323	370	693	97	292	10	4	300	89	-9	-0	-3	+0	+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.

2015 AAASacramento River Cats · 448 PAwOBA .307 → .262 (−45)K% 6.0% → 7.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	6.03%	÷1.047	×1.290	—	—	7.43%
BB% (unintentional) /PA	5.13%	÷0.960	×0.710	—	×0.942	3.58%
HBP% /PA	2.90%	—	×0.980	—	×0.942	2.68%
Singles /BIP	24.14%	÷1.003	×0.900	×1.041	×0.942	21.23%
Doubles /BIP	4.51%	÷1.024	×0.810	×1.041	×0.942	3.50%
Triples /BIP	0.27%	÷0.925	×0.810	×1.041	×0.942	0.23%
Home runs /BIP	1.06%	÷0.982	×0.780	—	×0.942	0.79%

Factors used: league row PCL. Park (home-season share, regressed): HR 96, 1B 101, 2B 105, 3B 85, K 109, BB 92 — 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 ×1.041.

Result: wOBA .307 → .262; ISO .077 → .061; BABIP .290 → .250. 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 AAALehigh Valley IronPigs · 418 PAwOBA .318 → .285 (−33)K% 7.4% → 8.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	7.42%	÷1.057	×1.200	—	—	8.42%
BB% (unintentional) /PA	2.87%	÷1.157	×0.690	—	×0.972	1.66%
HBP% /PA	1.91%	—	×0.940	—	×0.972	1.75%
Singles /BIP	23.06%	÷0.984	×0.930	×1.027	×0.972	21.75%
Doubles /BIP	9.44%	÷1.005	×0.830	×1.027	×0.972	7.78%
Triples /BIP	0.00%	÷1.150	×0.970	×1.027	×0.972	0.00%
Home runs /BIP	0.28%	÷1.249	×0.840	—	×0.972	0.18%

Factors used: league row IL. Park (home-season share, regressed): HR 150, 1B 97, 2B 101, 3B 130, K 111, BB 131 — 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 ×1.027.

Result: wOBA .318 → .285; ISO .095 → .078; BABIP .323 → .294. 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 AAALehigh Valley IronPigs · 322 PAwOBA .335 → .301 (−33)K% 9.6% → 11.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	9.63%	÷1.003	×1.200	—	—	11.52%
BB% (unintentional) /PA	3.11%	÷0.993	×0.690	—	×0.982	2.12%
HBP% /PA	4.97%	—	×0.940	—	×0.982	4.59%
Singles /BIP	26.09%	÷1.081	×0.930	×1.029	×0.982	22.67%
Doubles /BIP	5.14%	÷0.967	×0.830	×1.029	×0.982	4.46%
Triples /BIP	1.19%	÷0.900	×0.970	×1.029	×0.982	1.29%
Home runs /BIP	1.58%	÷0.973	×0.840	—	×0.982	1.34%

Factors used: league row IL. Park (home-season share, regressed): HR 95, 1B 116, 2B 93, 3B 80, K 101, BB 99 — 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 ×1.029.

Result: wOBA .335 → .301; ISO .109 → .103; BABIP .322 → .282. 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 AAASalt Lake Bees · 226 PAwOBA .323 → .270 (−53)K% 9.7% → 12.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	9.73%	÷0.980	×1.290	—	—	12.82%
BB% (unintentional) /PA	5.31%	÷1.016	×0.710	—	×0.992	3.68%
HBP% /PA	5.31%	—	×0.980	—	×0.992	5.16%
Singles /BIP	21.47%	÷1.060	×0.900	×1.020	×0.992	18.45%
Doubles /BIP	6.78%	÷0.999	×0.810	×1.020	×0.992	5.56%
Triples /BIP	0.56%	÷1.035	×0.810	×1.020	×0.992	0.45%
Home runs /BIP	1.69%	÷1.011	×0.780	—	×0.992	1.30%

Factors used: league row PCL. Park (home-season share, regressed): HR 102, 1B 112, 2B 100, 3B 107, K 96, BB 103 — 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 ×1.020.

Result: wOBA .323 → .270; ISO .116 → .092; BABIP .293 → .248. 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).

2009 AAAFresno Grizzlies · 474 PAwOBA .340 → .300 (−40)K% 7.2% → 9.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	7.17%	÷1.000	×1.290	—	—	9.25%
BB% (unintentional) /PA	4.43%	÷1.000	×0.710	—	×1.003	3.16%
HBP% /PA	3.38%	—	×0.980	—	×1.003	3.32%
Singles /BIP	23.66%	÷1.000	×0.900	×1.024	×1.003	21.87%
Doubles /BIP	4.58%	÷1.000	×0.810	×1.024	×1.003	3.81%
Triples /BIP	0.51%	÷1.000	×0.810	×1.024	×1.003	0.42%
Home runs /BIP	3.31%	÷1.000	×0.780	—	×1.003	2.59%

Factors used: league row PCL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 27 vs a level average of 27.2 → +0.3% on BB/HBP/hit rates (0.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.024.

Result: wOBA .340 → .300; ISO .143 → .116; BABIP .295 → .266. 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 AAAFresno Grizzlies · 83 PAwOBA .440 → .414 (−26)K% 7.2% → 9.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	7.23%	÷1.000	×1.290	—	—	9.33%
BB% (unintentional) /PA	10.84%	÷1.000	×0.710	—	×1.033	7.95%
HBP% /PA	6.02%	—	×0.980	—	×1.033	6.10%
Singles /BIP	34.43%	÷1.000	×0.900	×1.050	×1.033	33.61%
Doubles /BIP	8.20%	÷1.000	×0.810	×1.050	×1.033	7.20%
Triples /BIP	0.00%	÷1.000	×0.810	×1.050	×1.033	0.00%
Home runs /BIP	1.64%	÷1.000	×0.780	—	×1.033	1.32%

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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.

Result: wOBA .440 → .414; ISO .119 → .106; BABIP .433 → .414. 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 AAAFresno Grizzlies · 328 PAwOBA .341 → .317 (−24)K% 9.1% → 11.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	9.15%	÷1.000	×1.290	—	—	11.80%
BB% (unintentional) /PA	3.66%	÷1.000	×0.710	—	×1.048	2.72%
HBP% /PA	4.27%	—	×0.980	—	×1.048	4.38%
Singles /BIP	22.05%	÷1.000	×0.900	×1.032	×1.048	21.46%
Doubles /BIP	9.51%	÷1.000	×0.810	×1.032	×1.048	8.32%
Triples /BIP	1.14%	÷1.000	×0.810	×1.032	×1.048	1.00%
Home runs /BIP	1.14%	÷1.000	×0.780	—	×1.048	0.93%

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 ×1.032.

Result: wOBA .341 → .317; ISO .137 → .119; BABIP .328 → .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).

2005 A+San Jose Giants · 335 PAwOBA .392 → .347 (−44)K% 6.6% → 8.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	6.57%	÷1.000	×1.340	—	—	8.80%
BB% (unintentional) /PA	7.76%	÷1.000	×0.710	—	×0.998	5.50%
HBP% /PA	4.48%	—	×0.790	—	×0.998	3.53%
Singles /BIP	27.88%	÷1.000	×0.910	×1.035	×0.998	26.21%
Doubles /BIP	8.18%	÷1.000	×0.820	×1.035	×0.998	6.93%
Triples /BIP	1.12%	÷1.000	×0.760	×1.035	×0.998	0.88%
Home runs /BIP	0.74%	÷1.000	×0.920	—	×0.998	0.68%

Factors used: league row CAL. 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 22.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.035.

Result: wOBA .392 → .347; ISO .117 → .101; BABIP .373 → .341. 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).