James Ramsay

PosCF

B/TL/L

Born1992-03-02

Age (2027)35

No MLB projection yet. Career stats below are historical.

Overview

AALAST SEASON 2016

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2014	22	A+/A2 orgs	532	.246/.344/.374	3	34	55	—	.197/.273/.293
2015	23	A+Lancaster Jet…	571	.322/.388/.463	10	16	93	—	.277/.327/.392
2016	24	AAHOU	391	.195/.288/.293	4	4	37	—	.175/.249/.253

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)
2014	22	A+	Lancaster JetHawks	—	23	18	4	1	1	0	3	6	1	1	1	222	364	389	753	167	333	26	13	328	61	—	—	—	—	—	—
2014	22	A	Quad Cities River Bandits	—	509	434	107	26	10	3	59	101	5	33	7	247	343	373	717	127	310	20	12	319	55	—	—	—	—	—	—
2015	23	A+	Lancaster JetHawks	—	571	497	160	32	4	10	52	86	2	16	12	322	388	463	851	141	369	15	9	367	93	—	—	—	—	—	—
2016	24	AA	Corpus Christi Hooks	—	391	338	66	17	2	4	40	67	4	4	4	195	288	293	581	98	230	17	10	264	37	—	—	—	—	—	—
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2014	22	A+ MLE	Lancaster JetHawks	—	23	19	4	1	1	0	2	8	1	1	1	211	318	368	687	158	295	35	9	258	61	—	—	—	—	—	—
2014	22	A MLE	Quad Cities River Bandits	—	509	452	89	20	8	2	41	137	5	33	7	197	271	290	561	93	264	27	8	250	55	—	—	—	—	—	—
2015	23	A+ MLE	Lancaster JetHawks	—	571	513	142	26	3	9	36	124	2	16	12	277	327	392	718	115	326	22	6	305	93	—	—	—	—	—	—
2016	24	AA MLE	Corpus Christi Hooks	—	391	348	61	14	2	3	30	77	4	4	4	175	249	253	502	78	208	20	8	223	37	—	—	—	—	—	—
2014	22	A MLE	2 teams	—	532	471	93	21	9	2	43	145	6	34	8	197	273	293	566	96	276	27	8	250	56	—	—	—	—	—	—
2014	22	A RAW	2 teams	—	532	452	111	27	11	3	62	107	6	34	8	246	344	374	718	128	310	20	12	319	56	—	—	—	—	—	—
2015	23	A+ MLE	Lancaster JetHawks	—	571	513	142	26	3	9	36	124	2	16	12	277	327	392	718	115	345	22	6	305	93	—	—	—	—	—	—
2015	23	A+ RAW	Lancaster JetHawks	—	571	497	160	32	4	10	52	86	2	16	12	322	388	463	851	141	369	15	9	367	93	—	—	—	—	—	—
2016	24	AA MLE	Corpus Christi Hooks	—	391	348	61	14	2	3	30	77	4	4	4	175	249	253	502	78	215	20	8	223	37	—	—	—	—	—	—
2016	24	AA RAW	Corpus Christi Hooks	—	391	338	66	17	2	4	40	67	4	4	4	195	288	293	581	98	230	17	10	264	37	—	—	—	—	—	—
2014	22	A MLE	2 teams	—	532	478	93	21	9	2	43	145	6	34	8	195	273	289	562	94	265	27	8	250	56	—	—	—	—	—	—
2015	23	A+ MLE	Lancaster JetHawks	—	571	528	142	26	3	9	36	124	2	16	12	269	327	381	707	112	326	22	6	305	93	—	—	—	—	—	—
2016	24	AA MLE	Corpus Christi Hooks	—	391	354	61	14	2	3	30	77	4	4	4	172	249	249	497	76	208	20	8	223	37	—	—	—	—	—	—
▸ Career Totals
Career	—	MLE		—	1494	1332	296	61	14	14	109	346	12	54	24	222	287	321	608	98	286	23	7	264	65	-62	+1	+0	+5	+32	-2.4
/ 162G	—	MLE		—	650	580	129	27	6	6	47	151	5	23	10	222	286	321	607	98	287	23	7	264	65	-27	+1	+0	+2	+14	-1.0

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.

2016 AACorpus Christi Hooks · 391 PAwOBA .259 → .223 (−36)K% 17.1% → 19.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	17.14%	÷1.055	×1.220	—	—	19.81%
BB% (unintentional) /PA	10.23%	÷0.932	×0.700	—	×1.012	7.77%
HBP% /PA	1.02%	—	×0.870	—	×1.012	0.90%
Singles /BIP	15.87%	÷0.967	×0.920	×0.977	×1.012	14.93%
Doubles /BIP	6.27%	÷1.017	×0.840	×0.977	×1.012	5.12%
Triples /BIP	0.74%	÷0.977	×0.940	×0.977	×1.012	0.70%
Home runs /BIP	1.48%	÷1.196	×0.800	—	×1.012	1.00%

Factors used: league row TL. Park (home-season share, regressed): HR 139, 1B 93, 2B 103, 3B 95, K 111, BB 86 — applied at half strength. Age: age 24 vs a level average of 24.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.977.

Result: wOBA .259 → .223; ISO .098 → .079; BABIP .230 → .208. 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+Lancaster JetHawks · 571 PAwOBA .361 → .305 (−56)K% 15.1% → 21.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.06%	÷0.924	×1.340	—	—	21.85%
BB% (unintentional) /PA	9.11%	÷1.031	×0.710	—	×0.998	6.26%
HBP% /PA	0.35%	—	×0.790	—	×0.998	0.28%
Singles /BIP	27.74%	÷0.985	×0.910	×0.993	×0.998	25.41%
Doubles /BIP	7.79%	÷1.005	×0.820	×0.993	×0.998	6.29%
Triples /BIP	0.97%	÷1.150	×0.760	×0.993	×0.998	0.64%
Home runs /BIP	2.43%	÷0.964	×0.920	—	×0.998	2.32%

Factors used: league row CAL. Park (home-season share, regressed): HR 93, 1B 97, 2B 101, 3B 130, K 85, BB 106 — 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 ×0.993.

Result: wOBA .361 → .305; ISO .141 → .119; BABIP .369 → .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).

2014 AQuad Cities River Bandits · 509 PAwOBA .315 → .250 (−65)K% 19.8% → 26.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.84%	÷1.004	×1.360	—	—	26.89%
BB% (unintentional) /PA	11.59%	÷1.005	×0.690	—	—	7.96%
HBP% /PA	0.98%	—	×0.780	—	—	0.77%
Singles /BIP	20.42%	÷1.003	×0.920	×0.958	—	17.95%
Doubles /BIP	7.81%	÷0.999	×0.830	×0.958	—	6.22%
Triples /BIP	3.00%	÷1.013	×0.910	×0.958	—	2.59%
Home runs /BIP	0.90%	÷1.084	×0.800	—	—	0.66%

Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 117, 1B 101, 2B 100, 3B 103, K 101, BB 101 — applied at half strength. Age: age 22 vs a level average of 22.0 → +0.0% on BB/HBP/hit rates (0.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.958.

Result: wOBA .315 → .250; ISO .127 → .101; BABIP .310 → .264. 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 A+Lancaster JetHawks · 23 PAwOBA .320 → .258 (−62)K% 26.1% → 36.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	26.09%	÷0.948	×1.340	—	—	36.89%
BB% (unintentional) /PA	13.04%	÷0.987	×0.710	—	×1.012	9.50%
HBP% /PA	4.35%	—	×0.790	—	×1.012	3.48%
Singles /BIP	16.67%	÷0.999	×0.910	—	×1.012	15.36%
Doubles /BIP	8.33%	÷0.963	×0.820	—	×1.012	7.18%
Triples /BIP	8.33%	÷0.915	×0.760	—	×1.012	7.00%
Home runs /BIP	0.00%	÷1.234	×0.920	—	×1.012	0.00%

Factors used: league row CAL. Park (home-season share, regressed): HR 147, 1B 100, 2B 93, 3B 83, K 90, BB 97 — 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).

Result: wOBA .320 → .258; ISO .167 → .136; BABIP .333 → .295. 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).