Hak-Ju Lee

PosSS

B/TL/R

Born1990-11-04

Age (2027)36

No MLB projection yet. Career stats below are historical.

Overview

AAALAST SEASON 2016

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2014	23	AAATB	357	.203/.287/.276	4	12	43	—	.194/.259/.253
2015	24	AAATB	360	.220/.305/.304	3	20	42	—	.202/.256/.275
2016	25	AAASF	186	.265/.346/.377	3	4	68	—	.232/.291/.315

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	19	A	Peoria Chiefs	—	551	485	137	22	4	1	49	86	5	32	7	282	354	351	705	68	341	16	9	316	78	—	—	—	—	—	—
2011	20	AA	Montgomery Biscuits	—	114	100	19	1	4	1	11	22	1	5	2	190	277	310	587	120	228	19	10	263	41	—	—	—	—	—	—
2011	20	A+	Charlotte Stone Crabs	—	454	400	127	16	11	4	42	72	5	28	14	318	389	443	832	125	380	16	9	367	112	—	—	—	—	—	—
2012	21	AA	Montgomery Biscuits	—	534	475	123	15	10	4	51	102	3	37	9	259	335	358	692	99	322	19	10	312	70	—	—	—	—	—	—
2012	21	INTL	Phoenix Desert Dogs	—	96	81	20	0	1	0	11	21	1	3	5	247	344	272	616	25	333	22	11	284	78	—	—	—	—	—	—
2013	22	AAA	Durham Bulls	—	57	45	19	3	1	1	11	9	0	6	2	422	536	600	1.136	178	514	16	19	489	171	—	—	—	—	—	—
2014	23	AAA	Durham Bulls	—	357	315	64	9	1	4	37	86	0	12	5	203	287	276	563	73	267	24	10	259	43	—	—	—	—	—	—
2015	24	AAA	Durham Bulls	—	360	313	69	15	1	3	35	105	3	20	3	220	305	304	608	83	319	29	10	275	42	—	—	—	—	—	—
2016	25	AAA	Sacramento River Cats	—	186	162	43	7	1	3	17	49	3	4	3	265	346	377	723	111	360	26	9	322	68	—	—	—	—	—	—
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2010	19	A MLE	Peoria Chiefs	—	551	500	134	20	4	1	34	116	5	32	7	268	321	330	651	62	336	21	6	283	78	—	—	—	—	—	—
2011	20	AA MLE	Montgomery Biscuits	—	114	103	18	1	4	1	8	26	1	5	2	175	241	291	532	117	209	23	7	229	41	—	—	—	—	—	—
2011	20	A+ MLE	Charlotte Stone Crabs	—	454	413	125	16	10	3	29	94	5	28	14	303	356	412	767	109	380	21	6	334	112	—	—	—	—	—	—
2012	21	AA MLE	Montgomery Biscuits	—	534	490	117	15	9	3	36	124	3	37	9	239	295	324	619	86	308	23	7	272	70	—	—	—	—	—	—
2013	22	AAA MLE	Durham Bulls	—	57	49	19	3	1	1	7	11	0	6	2	388	464	551	1.015	163	471	19	12	421	171	—	—	—	—	—	—
2014	23	AAA MLE	Durham Bulls	—	357	324	63	8	1	3	28	96	0	12	5	194	259	253	512	59	263	27	8	232	43	—	—	—	—	—	—
2015	24	AAA MLE	Durham Bulls	—	360	327	66	13	1	3	21	123	3	20	3	202	256	275	532	73	296	34	6	231	42	—	—	—	—	—	—
2016	25	AAA MLE	Sacramento River Cats	—	186	168	39	6	1	2	11	61	3	4	3	232	291	315	607	83	336	33	6	268	68	—	—	—	—	—	—
2010	19	A MLE	Peoria Chiefs	—	551	500	134	20	4	1	34	116	5	32	7	268	321	330	651	62	346	21	6	283	78	—	—	—	—	—	—
2010	19	A RAW	Peoria Chiefs	—	551	485	137	22	4	1	49	86	5	32	7	282	354	351	705	68	341	16	9	316	78	—	—	—	—	—	—
2011	20	A+ MLE	2 teams	—	568	516	143	17	14	4	37	120	6	33	16	277	333	388	720	110	353	21	7	313	98	—	—	—	—	—	—
2011	20	A+ RAW	2 teams	—	568	500	146	17	15	5	53	94	6	33	16	292	367	416	783	124	350	17	9	346	98	—	—	—	—	—	—
2012	21	AA MLE	2 teams	—	630	575	137	17	11	3	43	146	4	40	14	238	296	322	618	83	314	23	7	272	70	—	—	—	—	—	—
2012	21	AA RAW	2 teams	—	630	556	143	15	11	4	62	123	4	40	14	257	336	345	681	88	323	20	10	308	70	—	—	—	—	—	—
2013	22	AAA MLE	Durham Bulls	—	57	49	19	3	1	1	7	11	0	6	2	388	464	551	1.015	163	486	19	12	421	171	—	—	—	—	—	—
2013	22	AAA RAW	Durham Bulls	—	57	45	19	3	1	1	11	9	0	6	2	422	536	600	1.136	178	514	16	19	489	171	—	—	—	—	—	—
2014	23	AAA MLE	Durham Bulls	—	357	324	63	8	1	3	28	96	0	12	5	194	259	253	512	59	267	27	8	232	43	—	—	—	—	—	—
2014	23	AAA RAW	Durham Bulls	—	357	315	64	9	1	4	37	86	0	12	5	203	287	276	563	73	267	24	10	259	43	—	—	—	—	—	—
2015	24	AAA MLE	Durham Bulls	—	360	327	66	13	1	3	21	123	3	20	3	202	256	275	532	73	310	34	6	231	42	—	—	—	—	—	—
2015	24	AAA RAW	Durham Bulls	—	360	313	69	15	1	3	35	105	3	20	3	220	305	304	608	83	319	29	10	275	42	—	—	—	—	—	—
2016	25	AAA MLE	Sacramento River Cats	—	186	168	39	6	1	2	11	61	3	4	3	232	291	315	607	83	349	33	6	268	68	—	—	—	—	—	—
2016	25	AAA RAW	Sacramento River Cats	—	186	162	43	7	1	3	17	49	3	4	3	265	346	377	723	111	360	26	9	322	68	—	—	—	—	—	—
2010	19	A MLE	Peoria Chiefs	—	551	507	134	20	4	1	34	116	5	32	7	264	321	325	646	61	336	21	6	283	78	—	—	—	—	—	—
2011	20	A+ MLE	2 teams	—	568	520	143	17	14	4	37	120	6	33	16	275	333	385	717	110	346	21	7	313	98	—	—	—	—	—	—
2012	21	AA MLE	2 teams	—	630	578	137	17	11	3	43	146	4	40	14	237	296	320	616	83	308	23	7	272	70	—	—	—	—	—	—
2013	22	AAA MLE	Durham Bulls	—	57	50	19	3	1	1	7	11	0	6	2	380	464	540	1.004	160	471	19	12	421	171	—	—	—	—	—	—
2014	23	AAA MLE	Durham Bulls	—	357	326	63	8	1	3	28	96	0	12	5	193	259	252	510	58	263	27	8	232	43	—	—	—	—	—	—
2015	24	AAA MLE	Durham Bulls	—	360	333	66	13	1	3	21	123	3	20	3	198	256	270	527	72	296	34	6	231	42	—	—	—	—	—	—
2016	25	AAA MLE	Sacramento River Cats	—	186	170	39	6	1	2	11	61	3	4	3	229	291	312	603	82	336	33	6	268	68	—	—	—	—	—	—
▸ Career Totals
Career	—	MLE		—	2709	2459	601	84	33	17	181	673	21	147	50	244	302	326	628	82	329	25	7	275	72	-90	+9	+0	+29	+59	0.8
/ 162G	—	MLE		—	650	590	144	20	8	4	43	161	5	35	12	244	301	325	626	81	328	25	7	275	72	-21	+2	+0	+7	+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.

2016 AAASacramento River Cats · 186 PAwOBA .313 → .268 (−46)K% 26.3% → 32.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	26.34%	÷1.034	×1.290	—	—	32.86%
BB% (unintentional) /PA	8.60%	÷1.052	×0.710	—	×1.018	5.91%
HBP% /PA	1.61%	—	×0.980	—	×1.018	1.61%
Singles /BIP	28.32%	÷0.960	×0.900	×1.005	×1.018	27.17%
Doubles /BIP	6.19%	÷0.973	×0.810	×1.005	×1.018	5.28%
Triples /BIP	0.88%	÷0.900	×0.810	×1.005	×1.018	0.81%
Home runs /BIP	2.65%	÷1.082	×0.780	—	×1.018	1.95%

Factors used: league row PCL. Park (home-season share, regressed): HR 116, 1B 92, 2B 95, 3B 80, K 107, BB 110 — 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 ×1.005.

Result: wOBA .313 → .268; ISO .111 → .087; BABIP .360 → .336. 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 AAADurham Bulls · 360 PAwOBA .269 → .231 (−38)K% 29.2% → 34.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	29.17%	÷1.025	×1.200	—	—	34.14%
BB% (unintentional) /PA	9.44%	÷1.148	×0.690	—	×1.033	5.86%
HBP% /PA	0.83%	—	×0.940	—	×1.033	0.81%
Singles /BIP	24.04%	÷1.025	×0.930	×1.020	×1.033	22.99%
Doubles /BIP	7.21%	÷1.062	×0.830	×1.020	×1.033	5.94%
Triples /BIP	0.48%	÷0.900	×0.970	×1.020	×1.033	0.55%
Home runs /BIP	1.44%	÷1.039	×0.840	—	×1.033	1.21%

Factors used: league row IL. Park (home-season share, regressed): HR 108, 1B 105, 2B 112, 3B 80, K 105, BB 130 — 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 ×1.020.

Result: wOBA .269 → .231; ISO .083 → .072; BABIP .319 → .296. 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 AAADurham Bulls · 357 PAwOBA .253 → .232 (−21)K% 24.1% → 27.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	24.09%	÷1.070	×1.200	—	—	27.03%
BB% (unintentional) /PA	10.36%	÷0.950	×0.690	—	×1.048	7.89%
HBP% /PA	0.00%	—	×0.940	—	×1.048	0.00%
Singles /BIP	21.83%	÷1.005	×0.930	×1.035	×1.048	21.93%
Doubles /BIP	3.93%	÷1.023	×0.830	×1.035	×1.048	3.46%
Triples /BIP	0.44%	÷0.900	×0.970	×1.035	×1.048	0.51%
Home runs /BIP	1.75%	÷1.046	×0.840	—	×1.048	1.47%

Factors used: league row IL. Park (home-season share, regressed): HR 109, 1B 101, 2B 105, 3B 80, K 114, BB 90 — 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 ×1.035.

Result: wOBA .253 → .232; ISO .073 → .066; BABIP .267 → .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).

2013 AAADurham Bulls · 57 PAwOBA .478 → .421 (−57)K% 15.8% → 19.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.79%	÷0.988	×1.200	—	—	19.18%
BB% (unintentional) /PA	19.30%	÷1.093	×0.690	—	×1.050	12.79%
HBP% /PA	0.00%	—	×0.940	—	×1.050	0.00%
Singles /BIP	38.89%	÷1.032	×0.930	—	×1.050	36.78%
Doubles /BIP	8.33%	÷1.113	×0.830	—	×1.050	6.52%
Triples /BIP	2.78%	÷0.961	×0.970	—	×1.050	2.94%
Home runs /BIP	2.78%	÷1.299	×0.840	—	×1.050	1.89%

Factors used: league row IL. Park (home-season share, regressed): HR 160, 1B 106, 2B 123, 3B 92, K 98, BB 119 — 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).

Result: wOBA .478 → .421; ISO .178 → .156; BABIP .514 → .471. 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 AAMontgomery Biscuits · 534 PAwOBA .304 → .272 (−32)K% 19.1% → 23.2%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.10%	÷1.004	×1.220	—	—	23.20%
BB% (unintentional) /PA	9.36%	÷0.969	×0.680	—	×1.042	6.85%
HBP% /PA	0.56%	—	×0.840	—	×1.042	0.49%
Singles /BIP	25.20%	÷1.022	×0.920	×1.027	×1.042	24.26%
Doubles /BIP	4.02%	÷0.983	×0.910	×1.027	×1.042	3.98%
Triples /BIP	2.68%	÷1.037	×0.880	×1.027	×1.042	2.43%
Home runs /BIP	1.07%	÷1.147	×0.800	—	×1.042	0.78%

Factors used: league row SL. Park (home-season share, regressed): HR 129, 1B 104, 2B 97, 3B 107, K 101, BB 94 — 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 ×1.027.

Result: wOBA .304 → .272; ISO .099 → .087; BABIP .322 → .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).

2011 A+Charlotte Stone Crabs · 454 PAwOBA .355 → .334 (−21)K% 15.9% → 20.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.86%	÷1.087	×1.420	—	—	20.72%
BB% (unintentional) /PA	8.59%	÷1.035	×0.750	—	×1.027	6.40%
HBP% /PA	1.10%	—	×0.930	—	×1.027	1.05%
Singles /BIP	29.27%	÷0.974	×0.920	×1.039	×1.027	29.50%
Doubles /BIP	4.88%	÷0.991	×0.960	×1.039	×1.027	5.04%
Triples /BIP	3.35%	÷0.926	×0.810	×1.039	×1.027	3.13%
Home runs /BIP	1.22%	÷1.171	×0.880	—	×1.027	0.94%

Factors used: league row FSL. Park (home-season share, regressed): HR 134, 1B 95, 2B 98, 3B 85, K 117, BB 107 — applied at half strength. Age: age 21 vs a level average of 22.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.039.

Result: wOBA .355 → .334; ISO .125 → .115; BABIP .380 → .380. 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 AAMontgomery Biscuits · 114 PAwOBA .261 → .229 (−33)K% 19.3% → 22.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.30%	÷1.035	×1.220	—	—	22.75%
BB% (unintentional) /PA	9.65%	÷0.983	×0.680	—	×1.050	7.01%
HBP% /PA	0.88%	—	×0.840	—	×1.050	0.77%
Singles /BIP	16.67%	÷1.034	×0.920	×0.977	×1.050	15.20%
Doubles /BIP	1.28%	÷0.902	×0.910	×0.977	×1.050	1.33%
Triples /BIP	5.13%	÷0.994	×0.880	×0.977	×1.050	4.66%
Home runs /BIP	1.28%	÷0.974	×0.800	—	×1.050	1.11%

Factors used: league row SL. Park (home-season share, regressed): HR 95, 1B 107, 2B 80, 3B 99, K 107, BB 97 — 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 ×0.977.

Result: wOBA .261 → .229; ISO .120 → .111; BABIP .228 → .209. 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 APeoria Chiefs · 551 PAwOBA .309 → .283 (−26)K% 15.6% → 21.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	15.61%	÷1.006	×1.360	—	—	21.09%
BB% (unintentional) /PA	8.89%	÷1.032	×0.690	—	×1.030	6.12%
HBP% /PA	0.91%	—	×0.780	—	×1.030	0.73%
Singles /BIP	27.57%	÷0.997	×0.920	×1.050	×1.030	27.50%
Doubles /BIP	5.51%	÷0.970	×0.830	×1.050	×1.030	5.10%
Triples /BIP	1.00%	÷0.928	×0.910	×1.050	×1.030	1.06%
Home runs /BIP	0.25%	÷1.108	×0.800	—	×1.030	0.19%

Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 122, 1B 99, 2B 94, 3B 86, K 101, BB 106 — applied at half strength. Age: age 20 vs a level average of 22.0 → +3.0% on BB/HBP/hit rates (2.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.

Result: wOBA .309 → .283; ISO .068 → .064; BABIP .341 → .336. 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 — .