James Ramsey

PosCF

B/TL/R

Born1989-12-19

Age (2027)37

No MLB projection yet. Career stats below are historical.

Overview

AALAST SEASON 2018

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2015	25	AAACLE	503	.243/.329/.382	12	3	61	—	.211/.270/.312
2016	26	AAASEA	394	.265/.342/.416	9	5	74	—	.229/.278/.354
2018	28	AAA/AA2 orgs	191	.246/.340/.335	4	3	42	—	.189/.257/.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)
2012	22	A+	Palm Beach Cardinals	—	247	210	48	9	3	1	33	59	1	10	2	229	336	314	650	86	309	24	13	299	50	—	—	—	—	—	—
2013	23	AA	Springfield Cardinals	—	416	347	87	11	2	15	53	108	6	8	4	251	360	424	783	173	316	26	13	345	78	—	—	—	—	—	—
2013	23	A+	Palm Beach Cardinals	—	77	61	22	5	2	1	12	12	3	1	0	361	487	557	1.044	197	429	16	16	454	142	—	—	—	—	—	—
2013	23	INTL	Salt River Rafters	—	86	69	17	7	0	2	16	20	0	4	0	246	388	435	823	188	312	23	19	367	134	—	—	—	—	—	—
2014	24	AAA	Columbus Clippers	—	127	109	31	9	1	3	13	34	2	1	0	284	371	468	839	183	378	27	10	364	88	—	—	—	—	—	—
2014	24	AA	Springfield Cardinals	—	281	243	73	14	1	13	31	66	5	4	2	300	391	527	917	226	364	23	11	401	103	—	—	—	—	—	—
2015	25	AAA	Columbus Clippers	—	503	440	107	21	2	12	53	128	3	3	4	243	329	382	710	139	315	25	11	317	61	—	—	—	—	—	—
2016	26	AAA	Tacoma Rainiers	—	394	351	93	18	4	9	36	113	5	5	5	265	342	416	758	151	367	29	9	338	74	—	—	—	—	—	—
2018	28	AAA	Rochester Red Wings	—	82	75	18	2	0	0	6	30	1	1	1	240	305	267	572	27	400	37	7	268	22	—	—	—	—	—	—
2018	28	AA	Chattanooga Lookouts	—	109	92	23	1	0	4	16	24	1	2	1	250	367	391	758	141	297	22	15	347	57	—	—	—	—	—	—
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2012	22	A+ MLE	Palm Beach Cardinals	—	247	221	41	8	2	1	22	86	1	10	2	186	262	253	516	68	294	35	9	242	50	—	—	—	—	—	—
2013	23	AA MLE	Springfield Cardinals	—	416	363	81	8	2	11	37	128	6	8	4	223	305	347	653	124	292	31	9	283	78	—	—	—	—	—	—
2013	23	A+ MLE	Palm Beach Cardinals	—	77	64	20	5	2	1	9	17	3	1	0	312	421	500	921	188	382	22	12	378	142	—	—	—	—	—	—
2014	24	AAA MLE	Columbus Clippers	—	127	113	27	7	1	3	9	40	2	1	0	239	306	398	705	159	320	31	7	298	88	—	—	—	—	—	—
2014	24	AA MLE	Springfield Cardinals	—	281	255	65	12	1	8	19	83	5	4	2	255	319	404	723	149	343	30	7	320	103	—	—	—	—	—	—
2015	25	AAA MLE	Columbus Clippers	—	503	459	97	18	2	8	34	152	3	3	4	211	270	312	582	100	290	30	7	258	61	—	—	—	—	—	—
2016	26	AAA MLE	Tacoma Rainiers	—	394	367	84	16	3	8	20	140	5	5	5	229	278	354	632	125	347	36	5	278	74	—	—	—	—	—	—
2018	28	AAA MLE	Rochester Red Wings	—	82	77	14	1	0	0	4	37	1	1	1	182	232	195	427	13	353	45	5	201	22	—	—	—	—	—	—
2018	28	AA MLE	Chattanooga Lookouts	—	109	98	19	1	0	3	10	31	1	2	1	194	275	296	571	102	239	28	9	252	57	—	—	—	—	—	—
2012	22	A+ MLE	Palm Beach Cardinals	—	247	221	41	8	2	1	22	86	1	10	2	186	262	253	516	68	294	35	9	242	50	—	—	—	—	—	—
2012	22	A+ RAW	Palm Beach Cardinals	—	247	210	48	9	3	1	33	59	1	10	2	229	336	314	650	86	309	24	13	299	50	—	—	—	—	—	—
2013	23	AA MLE	3 teams	—	579	505	117	15	4	14	53	171	9	13	4	232	316	360	676	129	316	30	9	298	88	—	—	—	—	—	—
2013	23	AA RAW	3 teams	—	579	477	126	23	4	18	81	140	9	13	4	264	381	442	823	178	332	24	14	362	88	—	—	—	—	—	—
2014	24	AA MLE	2 teams	—	408	368	92	19	2	11	28	123	7	5	2	250	315	402	717	152	342	30	7	313	98	—	—	—	—	—	—
2014	24	AA RAW	2 teams	—	408	352	104	23	2	16	44	100	7	5	2	295	385	509	893	213	368	25	11	389	98	—	—	—	—	—	—
2015	25	AAA MLE	Columbus Clippers	—	503	459	97	18	2	8	34	152	3	3	4	211	270	312	582	100	296	30	7	258	61	—	—	—	—	—	—
2015	25	AAA RAW	Columbus Clippers	—	503	440	107	21	2	12	53	128	3	3	4	243	329	382	710	139	315	25	11	317	61	—	—	—	—	—	—
2016	26	AAA MLE	Tacoma Rainiers	—	394	367	84	16	3	8	20	140	5	5	5	229	278	354	632	125	347	36	5	278	74	—	—	—	—	—	—
2016	26	AAA RAW	Tacoma Rainiers	—	394	351	93	18	4	9	36	113	5	5	5	265	342	416	758	151	367	29	9	338	74	—	—	—	—	—	—
2018	28	AA MLE	2 teams	—	191	175	32	2	0	3	14	67	2	3	2	183	251	246	497	63	276	35	7	230	42	—	—	—	—	—	—
2018	28	AA RAW	2 teams	—	191	167	41	3	0	4	22	54	2	3	2	246	340	335	676	90	339	28	12	313	42	—	—	—	—	—	—
2012	22	A+ MLE	Palm Beach Cardinals	—	247	222	41	8	2	1	22	86	1	10	2	185	262	252	515	68	294	35	9	242	50	—	—	—	—	—	—
2013	23	AA MLE	3 teams	—	579	512	117	15	4	14	53	171	9	13	4	229	316	355	671	127	306	30	9	298	88	—	—	—	—	—	—
2014	24	AA MLE	2 teams	—	408	370	92	19	2	11	28	123	7	5	2	249	315	400	715	151	336	30	7	313	98	—	—	—	—	—	—
2015	25	AAA MLE	Columbus Clippers	—	503	461	97	18	2	8	34	152	3	3	4	210	270	310	580	100	290	30	7	258	61	—	—	—	—	—	—
2016	26	AAA MLE	Tacoma Rainiers	—	394	366	84	16	3	8	20	140	5	5	5	230	278	355	633	126	347	36	5	278	74	—	—	—	—	—	—
2018	28	AA MLE	2 teams	—	191	173	32	2	0	3	14	67	2	3	2	185	251	249	500	64	288	35	7	230	42	—	—	—	—	—	—
▸ Career Totals
Career	—	MLE		—	2322	2095	463	78	13	45	171	739	27	39	19	221	288	335	623	114	316	32	7	277	74	-73	+0	+0	+8	+50	-1.4
/ 162G	—	MLE		—	650	586	131	22	4	13	48	207	8	11	5	224	291	341	633	118	319	32	7	277	74	-20	+0	+0	+2	+14	-0.4

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.

2018 AAChattanooga Lookouts · 109 PAwOBA .338 → .252 (−86)K% 22.0% → 28.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	22.02%	÷0.961	×1.220	—	—	27.97%
BB% (unintentional) /PA	14.68%	÷1.078	×0.680	—	×0.958	8.87%
HBP% /PA	0.92%	—	×0.840	—	×0.958	0.74%
Singles /BIP	26.47%	÷1.072	×0.920	×0.987	×0.958	21.48%
Doubles /BIP	1.47%	÷0.979	×0.910	×0.987	×0.958	1.29%
Triples /BIP	0.00%	÷0.900	×0.880	×0.987	×0.958	0.00%
Home runs /BIP	5.88%	÷0.975	×0.800	—	×0.958	4.62%

Factors used: league row SL. Park (home-season share, regressed): HR 95, 1B 114, 2B 96, 3B 80, K 92, BB 116 — applied at half strength. Age: age 29 vs a level average of 24.8 → −4.2% on BB/HBP/hit rates (4.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.987.

Result: wOBA .338 → .252; ISO .141 → .112; BABIP .297 → .239. 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 AAARochester Red Wings · 82 PAwOBA .261 → .201 (−60)K% 36.6% → 44.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	36.59%	÷0.978	×1.200	—	—	44.90%
BB% (unintentional) /PA	7.32%	÷1.008	×0.690	—	×0.982	4.92%
HBP% /PA	1.22%	—	×0.940	—	×0.982	1.13%
Singles /BIP	35.56%	÷1.023	×0.930	—	×0.982	31.73%
Doubles /BIP	4.44%	÷1.009	×0.830	—	×0.982	3.59%
Triples /BIP	0.00%	÷1.150	×0.970	—	×0.982	0.00%
Home runs /BIP	0.00%	÷0.879	×0.840	—	×0.982	0.00%

Factors used: league row IL. Park (home-season share, regressed): HR 76, 1B 105, 2B 102, 3B 130, K 96, BB 102 — 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).

Result: wOBA .261 → .201; ISO .027 → .019; BABIP .400 → .353. 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 AAATacoma Rainiers · 394 PAwOBA .326 → .278 (−48)K% 28.7% → 35.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	28.68%	÷1.041	×1.290	—	—	35.55%
BB% (unintentional) /PA	8.12%	÷1.115	×0.710	—	×1.003	5.19%
HBP% /PA	1.27%	—	×0.980	—	×1.003	1.25%
Singles /BIP	26.05%	÷0.987	×0.900	×1.050	×1.003	25.02%
Doubles /BIP	7.56%	÷0.901	×0.810	×1.050	×1.003	7.16%
Triples /BIP	1.68%	÷1.063	×0.810	×1.050	×1.003	1.35%
Home runs /BIP	3.78%	÷0.896	×0.780	—	×1.003	3.30%

Factors used: league row PCL. Park (home-season share, regressed): HR 79, 1B 97, 2B 80, 3B 113, K 108, BB 123 — 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 ×1.050.

Result: wOBA .326 → .278; ISO .151 → .129; BABIP .367 → .347. 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 AAAColumbus Clippers · 503 PAwOBA .309 → .258 (−52)K% 25.4% → 30.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	25.45%	÷1.009	×1.200	—	—	30.25%
BB% (unintentional) /PA	10.34%	÷1.068	×0.690	—	×1.018	6.80%
HBP% /PA	0.60%	—	×0.940	—	×1.018	0.57%
Singles /BIP	23.08%	÷1.005	×0.930	×1.012	×1.018	22.00%
Doubles /BIP	6.73%	÷1.019	×0.830	×1.012	×1.018	5.64%
Triples /BIP	0.64%	÷0.900	×0.970	×1.012	×1.018	0.71%
Home runs /BIP	3.85%	÷1.217	×0.840	—	×1.018	2.70%

Factors used: league row IL. Park (home-season share, regressed): HR 143, 1B 101, 2B 104, 3B 80, K 102, BB 114 — 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 ×1.012.

Result: wOBA .309 → .258; ISO .139 → .108; BABIP .315 → .290. 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 AASpringfield Cardinals · 281 PAwOBA .388 → .320 (−68)K% 23.5% → 29.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	23.49%	÷0.972	×1.220	—	—	29.48%
BB% (unintentional) /PA	9.96%	÷1.033	×0.700	—	×0.998	6.74%
HBP% /PA	1.78%	—	×0.870	—	×0.998	1.54%
Singles /BIP	25.42%	÷0.974	×0.920	×1.050	×0.998	25.17%
Doubles /BIP	7.91%	÷0.982	×0.840	×1.050	×0.998	7.09%
Triples /BIP	0.56%	÷0.991	×0.940	×1.050	×0.998	0.56%
Home runs /BIP	7.34%	÷1.221	×0.800	—	×0.998	4.80%

Factors used: league row TL. Park (home-season share, regressed): HR 144, 1B 95, 2B 96, 3B 98, K 94, BB 107 — applied at half strength. Age: age 25 vs a level average of 24.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.

Result: wOBA .388 → .320; ISO .226 → .163; BABIP .364 → .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).

2014 AAAColumbus Clippers · 127 PAwOBA .360 → .298 (−62)K% 26.8% → 31.6%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	26.77%	÷1.016	×1.200	—	—	31.60%
BB% (unintentional) /PA	10.24%	÷1.015	×0.690	—	×1.033	7.19%
HBP% /PA	1.57%	—	×0.940	—	×1.033	1.53%
Singles /BIP	24.00%	÷1.034	×0.930	×0.950	×1.033	21.19%
Doubles /BIP	12.00%	÷1.047	×0.830	×0.950	×1.033	9.34%
Triples /BIP	1.33%	÷1.007	×0.970	×0.950	×1.033	1.26%
Home runs /BIP	4.00%	÷1.028	×0.840	—	×1.033	3.38%

Factors used: league row IL. Park (home-season share, regressed): HR 106, 1B 107, 2B 109, 3B 102, K 103, BB 103 — 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 ×0.950.

Result: wOBA .360 → .298; ISO .183 → .153; BABIP .378 → .320. 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 AASpringfield Cardinals · 416 PAwOBA .339 → .283 (−56)K% 26.0% → 30.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	25.96%	÷1.032	×1.220	—	—	30.69%
BB% (unintentional) /PA	12.74%	÷1.030	×0.700	—	×1.012	8.76%
HBP% /PA	1.44%	—	×0.870	—	×1.012	1.27%
Singles /BIP	24.69%	÷0.991	×0.920	×1.043	×1.012	24.18%
Doubles /BIP	4.60%	÷1.184	×0.840	×1.043	×1.012	3.44%
Triples /BIP	0.84%	÷1.150	×0.940	×1.043	×1.012	0.72%
Home runs /BIP	6.28%	÷1.143	×0.800	—	×1.012	4.44%

Factors used: league row TL. Park (home-season share, regressed): HR 129, 1B 98, 2B 137, 3B 130, K 106, BB 106 — 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 ×1.043.

Result: wOBA .339 → .283; ISO .173 → .129; BABIP .316 → .292. 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 A+Palm Beach Cardinals · 77 PAwOBA .449 → .378 (−71)K% 15.6% → 22.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.58%	÷0.974	×1.420	—	—	22.73%
BB% (unintentional) /PA	15.58%	÷1.026	×0.750	—	×0.988	11.26%
HBP% /PA	3.90%	—	×0.930	—	×0.988	3.58%
Singles /BIP	28.57%	÷1.024	×0.920	—	×0.988	25.35%
Doubles /BIP	10.20%	÷1.015	×0.960	—	×0.988	9.53%
Triples /BIP	4.08%	÷0.964	×0.810	—	×0.988	3.39%
Home runs /BIP	2.04%	÷0.972	×0.880	—	×0.988	1.82%

Factors used: league row FSL. Park (home-season share, regressed): HR 94, 1B 105, 2B 103, 3B 93, K 95, BB 105 — applied at half strength. Age: age 24 vs a level average of 22.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average).

Result: wOBA .449 → .378; ISO .197 → .172; BABIP .429 → .382. 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 — .