Ramón Torres

Pos2B

B/TS/R

Born1993-01-22

Age (2027)34

No MLB projection yet. Career stats below are historical.

Overview

INTLLAST SEASON 2023

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR
2021	28	INTLAguilas Cibae…	147	.260/.338/.323	0	4	86	—
2022	29	INTLDominican Rep…	142	.181/.235/.276	2	4	37	—
2023	30	INTLAguilas Cibae…	78	.169/.299/.185	0	1	48	—

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)
2010	17	ROK	DSL Royals	—	218	179	41	6	1	1	22	26	3	15	7	229	324	291	614	61	258	12	10	270	15	—	—	—	—	—	—
2011	18	ROK	DSL Royals	—	247	204	53	16	3	2	26	36	5	14	5	260	357	397	755	137	300	15	11	325	34	—	—	—	—	—	—
2012	19	ROK	AZL Royals	—	227	193	61	5	4	3	23	25	0	17	8	316	389	430	819	114	347	11	10	350	79	—	—	—	—	—	—
2013	20	A	Lexington Legends	—	99	87	19	4	0	0	7	17	0	1	3	218	277	264	541	46	268	17	7	238	23	—	—	—	—	—	—
2013	20	ROK	Burlington Royals	—	174	162	45	10	2	3	6	12	1	5	5	278	308	420	727	142	284	7	3	313	53	—	—	—	—	—	—
2014	21	A+	Wilmington Blue Rocks	—	167	149	37	5	3	0	10	16	1	5	2	248	300	322	622	74	276	10	6	271	63	—	—	—	—	—	—
2014	21	A	Lexington Legends	—	310	276	84	15	2	5	16	40	2	15	5	304	347	428	774	123	341	13	5	328	93	—	—	—	—	—	—
2015	22	AA	Northwest Arkansas Naturals	—	214	189	52	10	1	4	17	23	1	4	8	275	338	402	740	127	296	11	8	322	86	—	—	—	—	—	—
2015	22	A+	Wilmington Blue Rocks	—	308	288	74	10	3	1	11	32	1	14	7	257	287	323	610	66	286	10	4	268	45	—	—	—	—	—	—
2015	22	INTL	Gigantes del Cibao	—	78	72	18	4	1	1	3	11	1	0	1	250	289	375	664	125	283	14	4	289	82	—	—	—	—	—	—
2016	23	AAA	Omaha Storm Chasers	—	315	297	77	12	1	2	15	61	0	12	3	259	295	327	621	67	321	19	5	279	53	—	—	—	—	—	—
2016	23	AA	Northwest Arkansas Naturals	—	185	164	44	5	1	1	18	18	0	9	4	268	341	329	670	61	295	10	10	304	60	—	—	—	—	—	—
2016	23	INTL	Gigantes del Cibao	—	169	157	48	9	1	4	10	21	1	2	2	306	351	452	803	146	333	12	6	355	126	—	—	—	—	—	—
2017	24	MLB	Kansas City Royals	—	79	74	18	3	0	0	4	12	1	1	0	243	291	284	575	41	290	15	5	265	67	-3	+0	+2	+2	+2	0.2
2017	24	AAA	Omaha Storm Chasers	—	317	295	86	10	1	6	15	32	1	17	4	292	328	393	721	102	308	10	5	317	74	—	—	—	—	—	—
2017	24	INTL	Gigantes del Cibao	—	53	49	6	3	0	0	1	5	1	3	1	122	157	184	341	61	136	9	2	151	-12	—	—	—	—	—	—
2018	25	MLB	Kansas City Royals	—	29	28	5	1	0	0	1	3	0	0	0	179	207	214	421	36	200	10	3	193	18	-3	+0	+0	+2	+1	0.0
2018	25	AAA	Omaha Storm Chasers	—	405	370	85	20	2	6	25	59	1	6	3	230	280	343	624	114	257	15	6	274	43	—	—	—	—	—	—
2018	25	INTL	Gigantes del Cibao	—	157	142	35	5	0	1	9	20	0	2	2	246	291	303	594	56	276	13	6	261	63	—	—	—	—	—	—
2019	26	AAA	Charlotte Knights	—	71	67	23	4	1	4	2	12	0	0	0	343	362	612	974	269	358	17	3	410	119	—	—	—	—	—	—
2019	26	AA	Birmingham Barons	—	166	157	33	11	3	0	6	26	1	0	3	210	244	318	562	108	252	16	4	247	19	—	—	—	—	—	—
2019	26	INTL	Gigantes del Cibao	—	116	103	26	2	0	1	12	12	0	3	1	252	330	301	631	49	275	10	10	292	84	—	—	—	—	—	—
2020	27	INTL	Dominican Republic	—	45	35	8	2	0	0	9	7	0	2	1	229	386	286	672	57	286	16	20	317	101	—	—	—	—	—	—
2021	28	INTL	Aguilas Cibaenas	—	147	127	33	6	1	0	14	15	1	4	1	260	338	323	661	63	289	10	10	295	86	—	—	—	—	—	—
2022	29	INTL	Dominican Republic	—	142	127	23	4	1	2	9	18	0	4	2	181	235	276	511	94	189	13	6	223	37	—	—	—	—	—	—
2023	30	INTL	Aguilas Cibaenas	—	78	65	11	1	0	0	12	9	0	1	1	169	299	185	483	15	193	12	15	240	48	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	108	102	23	4	0	0	5	15	1	1	0	225	269	265	533	39	264	14	5	246	53	-6	+0	+2	+4	+2	0.2
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2010	17	ROK MLE	DSL Royals	—	218	186	31	4	1	1	15	32	3	15	7	167	240	215	455	48	171	15	7	190	15	—	—	—	—	—	—
2011	18	ROK MLE	DSL Royals	—	247	212	36	10	2	1	18	44	5	14	5	170	251	250	501	80	190	18	7	218	34	—	—	—	—	—	—
2012	19	ROK MLE	AZL Royals	—	227	202	54	4	3	2	14	36	0	17	8	267	315	347	661	79	295	16	6	285	79	—	—	—	—	—	—
2013	20	A MLE	Lexington Legends	—	99	89	18	3	0	0	5	21	0	1	3	202	245	236	481	34	237	21	5	202	23	—	—	—	—	—	—
2013	20	ROK MLE	Burlington Royals	—	174	164	38	8	2	2	4	17	1	5	5	232	254	341	596	110	232	10	2	247	53	—	—	—	—	—	—
2014	21	A+ MLE	Wilmington Blue Rocks	—	167	153	40	5	3	0	6	22	1	5	2	261	294	333	627	72	284	13	4	261	63	—	—	—	—	—	—
2014	21	A MLE	Lexington Legends	—	310	281	85	14	2	4	11	51	2	15	5	302	333	409	743	107	332	16	4	305	93	—	—	—	—	—	—
2015	22	AA MLE	Northwest Arkansas Naturals	—	214	194	52	9	1	4	12	27	1	4	8	268	314	387	701	119	285	13	6	296	86	—	—	—	—	—	—
2015	22	A+ MLE	Wilmington Blue Rocks	—	308	293	69	9	2	1	6	46	1	14	7	235	253	290	543	55	269	15	2	235	45	—	—	—	—	—	—
2016	23	AAA MLE	Omaha Storm Chasers	—	315	301	73	11	1	2	11	76	0	12	3	243	269	306	575	63	313	24	3	246	53	—	—	—	—	—	—
2016	23	AA MLE	Northwest Arkansas Naturals	—	185	170	40	4	1	1	12	21	0	9	4	235	286	288	574	53	263	11	6	257	60	—	—	—	—	—	—
2017	24	MLB MLE	Kansas City Royals	—	79	74	18	3	0	0	4	12	1	1	0	243	291	284	575	41	290	15	5	267	67	-3	+0	+2	+2	+2	0.2
2017	24	AAA MLE	Omaha Storm Chasers	—	317	300	79	9	1	5	10	39	1	17	4	263	289	350	639	87	278	12	3	277	74	—	—	—	—	—	—
2018	25	MLB MLE	Kansas City Royals	—	29	28	5	1	0	0	1	3	0	0	0	179	207	214	421	36	200	10	3	194	18	-3	+0	+0	+2	+1	0.0
2018	25	AAA MLE	Omaha Storm Chasers	—	405	377	77	18	2	4	18	76	1	6	3	204	242	294	537	90	235	19	4	232	43	—	—	—	—	—	—
2019	26	AAA MLE	Charlotte Knights	—	71	68	20	4	1	3	1	15	0	0	0	294	304	515	819	221	319	21	1	344	119	—	—	—	—	—	—
2019	26	AA MLE	Birmingham Barons	—	166	159	27	9	2	0	4	32	1	0	3	170	195	252	447	82	213	19	2	197	19	—	—	—	—	—	—
2010	17	ROK MLE	DSL Royals	—	218	186	31	4	1	1	15	32	3	15	7	167	240	215	455	48	192	15	7	190	15	—	—	—	—	—	—
2010	17	ROK RAW	DSL Royals	—	218	179	41	6	1	1	22	26	3	15	7	229	324	291	614	61	258	12	10	270	15	—	—	—	—	—	—
2011	18	ROK MLE	DSL Royals	—	247	212	36	10	2	1	18	44	5	14	5	170	251	250	501	80	205	18	7	218	34	—	—	—	—	—	—
2011	18	ROK RAW	DSL Royals	—	247	204	53	16	3	2	26	36	5	14	5	260	357	397	755	137	300	15	11	325	34	—	—	—	—	—	—
2012	19	ROK MLE	AZL Royals	—	227	202	54	4	3	2	14	36	0	17	8	267	315	347	661	79	313	16	6	285	79	—	—	—	—	—	—
2012	19	ROK RAW	AZL Royals	—	227	193	61	5	4	3	23	25	0	17	8	316	389	430	819	114	347	11	10	350	79	—	—	—	—	—	—
2013	20	ROK MLE	2 teams	—	273	253	56	11	2	2	9	38	1	6	8	221	251	304	555	83	251	14	3	231	42	—	—	—	—	—	—
2013	20	ROK RAW	2 teams	—	273	249	64	14	2	3	13	29	1	6	8	257	297	365	662	108	279	11	5	286	42	—	—	—	—	—	—
2014	21	A MLE	2 teams	—	477	434	124	19	4	4	17	73	3	20	7	286	317	376	693	90	334	15	4	290	82	—	—	—	—	—	—
2014	21	A RAW	2 teams	—	477	425	121	20	5	5	26	56	3	20	7	285	330	391	721	106	317	12	5	308	82	—	—	—	—	—	—
2015	22	A+ MLE	3 teams	—	600	559	140	21	4	6	21	84	3	18	16	250	281	335	616	84	286	14	4	260	62	—	—	—	—	—	—
2015	22	A+ RAW	3 teams	—	600	549	144	24	5	6	31	66	3	18	16	262	305	357	662	95	289	11	5	290	62	—	—	—	—	—	—
2016	23	AAA MLE	3 teams	—	669	630	151	20	2	3	31	130	1	23	9	240	276	292	568	52	297	19	5	250	55	—	—	—	—	—	—
2016	23	AAA RAW	3 teams	—	669	618	169	26	3	7	43	100	1	23	9	273	322	359	681	86	316	15	6	305	55	—	—	—	—	—	—
2017	24	AAA MLE	3 teams	—	449	422	110	13	1	6	16	58	3	21	5	261	293	339	631	78	288	13	4	275	72	—	—	—	—	—	—
2017	24	AAA RAW	3 teams	—	449	418	110	16	1	6	20	49	3	21	5	263	302	349	651	86	284	11	4	288	72	—	—	—	—	—	—
2018	25	AAA MLE	3 teams	—	591	549	112	26	3	6	26	107	1	8	5	204	241	295	536	91	241	18	4	229	41	—	—	—	—	—	—
2018	25	AAA RAW	3 teams	—	591	540	125	26	2	7	35	82	1	8	5	231	280	326	605	94	259	14	6	267	41	—	—	—	—	—	—
2019	26	AA MLE	3 teams	—	353	339	71	19	5	4	8	69	1	3	4	209	230	330	560	121	249	20	2	241	49	—	—	—	—	—	—
2019	26	AA RAW	3 teams	—	353	327	82	17	4	5	20	50	1	3	4	251	296	373	669	122	280	14	6	295	49	—	—	—	—	—	—
2020	27	INTL MLE	Dominican Republic	—	45	35	8	2	0	0	9	7	0	2	1	229	386	286	672	57	286	16	20	—	—	—	—	—	—	—	—
2020	27	INTL RAW	Dominican Republic	—	45	35	8	2	0	0	9	7	0	2	1	229	386	286	672	57	286	16	20	317	101	—	—	—	—	—	—
2021	28	INTL MLE	Aguilas Cibaenas	—	147	127	33	6	1	0	14	15	1	4	1	260	338	323	661	63	289	10	10	—	—	—	—	—	—	—	—
2021	28	INTL RAW	Aguilas Cibaenas	—	147	127	33	6	1	0	14	15	1	4	1	260	338	323	661	63	289	10	10	295	86	—	—	—	—	—	—
2022	29	INTL MLE	Dominican Republic	—	142	127	23	4	1	2	9	18	0	4	2	181	235	276	511	94	189	13	6	—	—	—	—	—	—	—	—
2022	29	INTL RAW	Dominican Republic	—	142	127	23	4	1	2	9	18	0	4	2	181	235	276	511	94	189	13	6	223	37	—	—	—	—	—	—
2023	30	INTL MLE	Aguilas Cibaenas	—	78	65	11	1	0	0	12	9	0	1	1	169	299	185	483	15	193	12	15	—	—	—	—	—	—	—	—
2023	30	INTL RAW	Aguilas Cibaenas	—	78	65	11	1	0	0	12	9	0	1	1	169	299	185	483	15	193	12	15	240	48	—	—	—	—	—	—
2010	17	ROK MLE	DSL Royals	—	218	198	31	4	1	1	15	32	3	15	7	157	240	202	442	45	171	15	7	190	15	—	—	—	—	—	—
2011	18	ROK MLE	DSL Royals	—	247	222	36	10	2	1	18	44	5	14	5	162	251	239	490	77	190	18	7	218	34	—	—	—	—	—	—
2012	19	ROK MLE	AZL Royals	—	227	211	54	4	3	2	14	36	0	17	8	256	315	332	647	76	295	16	6	285	79	—	—	—	—	—	—
2013	20	ROK MLE	2 teams	—	273	261	56	11	2	2	9	38	1	6	8	215	251	295	546	80	234	14	3	231	42	—	—	—	—	—	—
2014	21	A MLE	2 teams	—	477	454	124	19	4	4	17	73	3	20	7	273	317	359	676	86	315	15	4	290	82	—	—	—	—	—	—
2015	22	A+ MLE	3 teams	—	600	571	140	21	4	6	21	84	3	18	16	245	281	327	609	82	276	14	4	260	62	—	—	—	—	—	—
2016	23	AAA MLE	3 teams	—	669	632	151	20	2	3	31	130	1	23	9	239	276	291	568	52	294	19	5	250	55	—	—	—	—	—	—
2017	24	AAA MLE	3 teams	—	449	427	110	13	1	6	16	58	3	21	5	258	293	335	627	77	280	13	4	275	72	—	—	—	—	—	—
2018	25	AAA MLE	3 teams	—	591	559	112	26	3	6	26	107	1	8	5	200	241	290	531	89	233	18	4	229	41	—	—	—	—	—	—
2019	26	AA MLE	3 teams	—	353	341	71	19	5	4	8	69	1	3	4	208	230	328	558	120	245	20	2	241	49	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	108	102	23	4	0	0	5	15	1	1	0	225	269	265	533	39	264	14	5	246	40	-6	+0	+2	+4	+2	0.2
/ 162G	—	A+C		—	650	614	138	24	0	0	30	90	6	6	0	225	268	264	532	39	263	14	5	246	40	-37	+1	+11	+22	+14	1.3
Career	—	MLE		—	4516	4140	960	160	29	37	219	720	22	156	79	232	274	311	585	79	270	16	5	228	40	-6	+0	+2	+4	+2	0.2
/ 162G	—	MLE		—	650	596	138	23	4	5	32	104	3	22	11	232	274	309	583	77	271	16	5	228	40	-37	+1	+11	+22	+14	1.3

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.

2019 AABirmingham Barons · 166 PAwOBA .241 → .197 (−44)K% 15.7% → 19.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.66%	÷1.007	×1.220	—	—	18.97%
BB% (unintentional) /PA	3.61%	÷0.929	×0.680	—	×0.988	2.61%
HBP% /PA	0.60%	—	×0.840	—	×0.988	0.50%
Singles /BIP	14.50%	÷0.998	×0.920	×0.950	×0.988	12.54%
Doubles /BIP	8.40%	÷1.009	×0.910	×0.950	×0.988	7.11%
Triples /BIP	2.29%	÷1.150	×0.880	×0.950	×0.988	1.64%
Home runs /BIP	0.00%	÷0.993	×0.800	—	×0.988	0.00%

Factors used: league row SL. Park (home-season share, regressed): HR 99, 1B 100, 2B 102, 3B 130, K 101, BB 86 — 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 ×0.950.

Result: wOBA .241 → .197; ISO .108 → .086; BABIP .252 → .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).

2019 AAACharlotte Knights · 71 PAwOBA .410 → .344 (−66)K% 16.9% → 21.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	16.90%	÷0.962	×1.200	—	—	21.09%
BB% (unintentional) /PA	2.82%	÷1.077	×0.690	—	×1.018	1.84%
HBP% /PA	0.00%	—	×0.940	—	×1.018	0.00%
Singles /BIP	25.45%	÷1.061	×0.930	—	×1.018	22.72%
Doubles /BIP	7.27%	÷0.921	×0.830	—	×1.018	6.67%
Triples /BIP	1.82%	÷0.900	×0.970	—	×1.018	1.99%
Home runs /BIP	7.27%	÷1.212	×0.840	—	×1.018	5.13%

Factors used: league row IL. Park (home-season share, regressed): HR 142, 1B 112, 2B 84, 3B 80, K 92, BB 115 — 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).

Result: wOBA .410 → .344; ISO .269 → .213; BABIP .358 → .319. 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 AAAOmaha Storm Chasers · 405 PAwOBA .268 → .232 (−36)K% 14.6% → 18.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	14.57%	÷1.007	×1.290	—	—	18.65%
BB% (unintentional) /PA	6.17%	÷1.018	×0.710	—	×1.033	4.45%
HBP% /PA	0.25%	—	×0.980	—	×1.033	0.25%
Singles /BIP	18.33%	÷1.020	×0.900	×1.013	×1.033	16.93%
Doubles /BIP	6.43%	÷0.936	×0.810	×1.013	×1.033	5.82%
Triples /BIP	0.64%	÷0.900	×0.810	×1.013	×1.033	0.61%
Home runs /BIP	1.93%	÷1.101	×0.780	—	×1.033	1.41%

Factors used: league row PCL. Park (home-season share, regressed): HR 120, 1B 104, 2B 87, 3B 80, K 102, BB 104 — 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 ×1.013.

Result: wOBA .268 → .232; ISO .114 → .095; BABIP .257 → .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 AAAOmaha Storm Chasers · 317 PAwOBA .312 → .277 (−35)K% 10.1% → 12.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	10.09%	÷1.054	×1.290	—	—	12.35%
BB% (unintentional) /PA	4.73%	÷1.076	×0.710	—	×1.048	3.27%
HBP% /PA	0.32%	—	×0.980	—	×1.048	0.32%
Singles /BIP	26.24%	÷1.024	×0.900	×0.993	×1.048	24.00%
Doubles /BIP	3.80%	÷0.985	×0.810	×0.993	×1.048	3.26%
Triples /BIP	0.38%	÷0.914	×0.810	×0.993	×1.048	0.35%
Home runs /BIP	2.28%	÷0.956	×0.780	—	×1.048	1.95%

Factors used: league row PCL. Park (home-season share, regressed): HR 91, 1B 105, 2B 97, 3B 83, K 111, BB 115 — 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 ×0.993.

Result: wOBA .312 → .277; ISO .102 → .089; BABIP .308 → .278. 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 AAAOmaha Storm Chasers · 315 PAwOBA .271 → .246 (−25)K% 19.4% → 24.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.37%	÷1.040	×1.290	—	—	24.02%
BB% (unintentional) /PA	4.76%	÷1.006	×0.710	—	×1.050	3.53%
HBP% /PA	0.00%	—	×0.980	—	×1.050	0.00%
Singles /BIP	26.27%	÷0.968	×0.900	×1.015	×1.050	26.04%
Doubles /BIP	5.08%	÷0.929	×0.810	×1.015	×1.050	4.73%
Triples /BIP	0.42%	÷1.068	×0.810	×1.015	×1.050	0.34%
Home runs /BIP	0.85%	÷1.054	×0.780	—	×1.050	0.66%

Factors used: league row PCL. Park (home-season share, regressed): HR 111, 1B 94, 2B 86, 3B 114, K 108, BB 101 — 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 ×1.015.

Result: wOBA .271 → .246; ISO .067 → .057; BABIP .321 → .313. 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 AANorthwest Arkansas Naturals · 185 PAwOBA .298 → .257 (−40)K% 9.7% → 11.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	9.73%	÷1.024	×1.220	—	—	11.59%
BB% (unintentional) /PA	9.73%	÷1.081	×0.700	—	×1.027	6.47%
HBP% /PA	0.00%	—	×0.870	—	×1.027	0.00%
Singles /BIP	25.34%	÷1.061	×0.920	×1.008	×1.027	22.75%
Doubles /BIP	3.42%	÷1.029	×0.840	×1.008	×1.027	2.89%
Triples /BIP	0.68%	÷1.029	×0.940	×1.008	×1.027	0.65%
Home runs /BIP	0.68%	÷0.967	×0.800	—	×1.027	0.58%

Factors used: league row TL. Park (home-season share, regressed): HR 93, 1B 112, 2B 106, 3B 106, K 105, BB 116 — applied at half strength. Age: age 23 vs a level average of 24.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.008.

Result: wOBA .298 → .257; ISO .061 → .055; BABIP .295 → .263. 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 A+Wilmington Blue Rocks · 308 PAwOBA .261 → .235 (−26)K% 10.4% → 14.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	10.39%	÷0.991	×1.420	—	—	14.89%
BB% (unintentional) /PA	3.57%	÷1.102	×0.630	—	×1.012	2.07%
HBP% /PA	0.32%	—	×0.860	—	×1.012	0.28%
Singles /BIP	23.44%	÷1.027	×0.940	×1.029	×1.012	22.33%
Doubles /BIP	3.91%	÷0.931	×0.830	×1.029	×1.012	3.62%
Triples /BIP	1.17%	÷1.144	×0.800	×1.029	×1.012	0.85%
Home runs /BIP	0.39%	÷0.769	×0.900	—	×1.012	0.46%

Factors used: league row CAR. Park (home-season share, regressed): HR 54, 1B 105, 2B 86, 3B 129, K 98, BB 120 — applied at half strength. Age: age 22 vs a level average of 22.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.029.

Result: wOBA .261 → .235; ISO .066 → .059; BABIP .286 → .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).

2015 AANorthwest Arkansas Naturals · 214 PAwOBA .313 → .296 (−17)K% 10.7% → 12.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	10.75%	÷1.024	×1.220	—	—	12.81%
BB% (unintentional) /PA	7.94%	÷1.072	×0.700	—	×1.042	5.40%
HBP% /PA	0.47%	—	×0.870	—	×1.042	0.42%
Singles /BIP	22.29%	÷1.027	×0.920	×1.050	×1.042	21.86%
Doubles /BIP	6.02%	÷1.024	×0.840	×1.050	×1.042	5.41%
Triples /BIP	0.60%	÷1.052	×0.940	×1.050	×1.042	0.59%
Home runs /BIP	2.41%	÷0.883	×0.800	—	×1.042	2.27%

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 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 ×1.050.

Result: wOBA .313 → .296; ISO .127 → .123; BABIP .296 → .285. 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 — .