Batting

Pitching

Ray Chang

Free Agent (AA)

3B/SS

Age: 41

Bats/Throws: R/R

6'1" / 195

DOB: 8/24/1983

(41 years, 8 months, 7 days)

3B/SS

Stats

Minor LeaguesSpring Training

Season	Team	Level	Age	G G - Games Played	PA PA - Plate Appearances	HR HR - Home Runs	R R - Runs	RBI RBI - Runs Batted In	SB SB - Stolen Bases	divider	BB% BB% - Walk Percentage (BB/PA)	K% K% - Strikeout Percentage (SO/PA)	ISO ISO - Isolated Power (SLG-AVG)	BABIP BABIP - Batting Average on Balls in Play	divider	AVG AVG - Batting Average (H/AB)	OBP OBP - On Base Percentage	SLG SLG - Slugging Percentage	wOBA wOBA - Weighted On Base Average (Linear Weights)	xwOBA xwOBA - Expected weighted on-base average	wRC+ wRC+ - Runs per PA scaled where 100 is average; both league and park adjusted; based on wOBA	divider	BsR Base Running - Base running runs above average, includes SB or CS	divider	Off Offense - Batting and Base Running combined (above average)	Def Defense - Fielding and Positional Adjustment combined (above average)	WAR WAR - Wins Above Replacement
2006	SDP	A	22	27	113	3	19	8	0		14.2%	16.8%	.143	.333		.286	.409	.429	.396		147
2006	SDP	AA	22	14	46	0	4	2	0		0.0%	17.4%	.070	.278		.233	.227	.302	.237		41
2006	SDP	AAA	22	12	20	1	2	2	0		5.0%	35.0%	.333	.300		.222	.263	.556	.344		108
2006	SDP	MiLB	22	53	179	4	25	12	0		9.5%	19.0%	.145	.313		.263	.347	.408	.350		115
2007	SDP	A+	23	21	63	1	9	8	0		4.8%	9.5%	.179	.320		.304	.355	.482	.366		119
2007	SDP	AAA	23	78	297	3	24	34	1		5.7%	19.5%	.097	.319		.262	.316	.360	.302		78
2007	SDP	MiLB	23	99	360	4	33	42	1		5.6%	17.8%	.111	.319		.269	.323	.381	.313		85
2008	PIT	AA	24	5	8	0	1	0	0		25.0%	25.0%	.167	.500		.333	.500	.500	.457		181
2008	SDP	AA	24	22	76	0	8	4	0		10.5%	10.5%	.154	.298		.262	.360	.415	.355		114
2008	SDP	AAA	24	8	14	0	1	0	0		14.3%	28.6%	.000	.167		.100	.308	.100	.240		37
2008	---	MiLB	24	35	98	0	10	4	0		12.2%	14.3%	.136	.299		.247	.365	.383	.348		108
2008	SDP	ST	24	1	1	0	0	1	0		0.0%	0.0%	.000	.000		.000	.000	.000	.000		-100
2009	PIT	A+	25	36	144	0	22	28	1		9.7%	9.7%	.074	.336		.303	.387	.377	.358		118
2009	PIT	AA	25	41	152	2	22	19	1		9.9%	10.5%	.157	.315		.291	.383	.449	.380		135
2009	PIT	MiLB	25	77	296	2	44	47	2		9.8%	10.1%	.116	.326		.297	.385	.414	.369		127
2009	PIT	ST	25	1	1	0	0	0	0		0.0%	0.0%	.000	.000		.000	.000	.000	.000		-100
2010	BOS	AA	26	116	508	9	57	55	0		10.0%	12.6%	.139	.331		.298	.384	.436	.374		124
2010	BOS	ST	26	4	3	1	2	3	0		0.0%	0.0%	1.500	1.000		1.000	1.000	2.500	1.200		639
2011	MIN	R	27	3	11	0	0	0	0		9.1%	0.0%	.100	.300		.300	.364	.400	.363		121
2011	MIN	AA	27	23	97	1	10	22	1		5.2%	14.4%	.135	.307		.270	.320	.404	.321		97
2011	MIN	AAA	27	42	187	2	18	17	0		7.5%	13.9%	.078	.305		.269	.322	.347	.303		79
2011	MIN	MiLB	27	68	295	3	28	39	1		6.8%	13.6%	.098	.305		.271	.323	.368	.311		86
2011	MIN	ST	27	12	18	0	2	0	0		5.6%	11.1%	.000	.071		.063	.167	.063	.132		-45
2012	MIN	AAA	28	89	297	0	27	17	3		6.7%	13.1%	.030	.279		.241	.304	.271	.269		59
2012	MIN	ST	28	12	18	0	2	2	1		16.7%	5.6%	.133	.214		.200	.333	.333	.309		74
2013	CIN	AA	29	67	244	2	25	18	0		8.6%	14.3%	.065	.320		.278	.339	.343	.318		97
2013	CIN	AAA	29	19	50	1	5	3	0		8.0%	20.0%	.133	.265		.222	.300	.356	.304		84
2013	CIN	MiLB	29	86	294	3	30	21	0		8.5%	15.3%	.077	.312		.268	.332	.345	.315		94
2013	CIN	ST	29	2	3	0	0	3	0		0.0%	0.0%	.333	.667		.667	.667	1.000	.711		337
2014	CIN	AA	30	53	167	0	17	14	0		7.2%	13.8%	.062	.276		.234	.300	.297	.281		68
2014	CIN	AAA	30	1	4	0	0	0	0		0.0%	0.0%	.250	.250		.250	.250	.500	.324		94
2014	CIN	MiLB	30	54	171	0	17	14	0		7.0%	13.5%	.067	.276		.235	.299	.302	.282		68
2014	CIN	ST	30	2	3	0	0	2	0		0.0%	0.0%	.000	.667		.667	.667	.667	.603		276
2015	CIN	AA	31	88	280	1	32	28	1		11.1%	13.2%	.088	.327		.283	.366	.371	.348		109
2015	CIN	ST	31	4	3	0	1	0	0		33.3%	33.3%	.000	1.000		.500	.667	.500	.535		238
2016	CIN	AA	32	46	131	0	13	14	0		6.9%	21.4%	.042	.348		.269	.323	.311	.300		84
2016	CIN	AAA	32	26	79	0	3	6	1		8.9%	24.1%	.056	.321		.236	.304	.292	.278		72
2016	CIN	MiLB	32	72	210	0	16	20	1		7.6%	22.4%	.047	.338		.257	.316	.304	.292		80
2016	CIN	ST	32	6	5	0	0	1	0		0.0%	0.0%	.600	.800		.800	.800	1.400	.917		477

Season	Team	Level	Age	G G - Games Played	PA PA - Plate Appearances	HR HR - Home Runs	R R - Runs	RBI RBI - Runs Batted In	SB SB - Stolen Bases	divider	BB% BB% - Walk Percentage (BB/PA)	K% K% - Strikeout Percentage (SO/PA)	ISO ISO - Isolated Power (SLG-AVG)	BABIP BABIP - Batting Average on Balls in Play	divider	AVG AVG - Batting Average (H/AB)	OBP OBP - On Base Percentage	SLG SLG - Slugging Percentage	wOBA wOBA - Weighted On Base Average (Linear Weights)	xwOBA xwOBA - Expected weighted on-base average	wRC+ wRC+ - Runs per PA scaled where 100 is average; both league and park adjusted; based on wOBA	divider	BsR Base Running - Base running runs above average, includes SB or CS	divider	Off Offense - Batting and Base Running combined (above average)	Def Defense - Fielding and Positional Adjustment combined (above average)	WAR WAR - Wins Above Replacement
2006	SDP	A	22	27	113	3	19	8	0		14.2%	16.8%	.143	.333		.286	.409	.429	.396		147
2006	SDP	AA	22	14	46	0	4	2	0		0.0%	17.4%	.070	.278		.233	.227	.302	.237		41
2006	SDP	AAA	22	12	20	1	2	2	0		5.0%	35.0%	.333	.300		.222	.263	.556	.344		108
2006	SDP	MiLB	22	53	179	4	25	12	0		9.5%	19.0%	.145	.313		.263	.347	.408	.350		115
2007	SDP	A+	23	21	63	1	9	8	0		4.8%	9.5%	.179	.320		.304	.355	.482	.366		119
2007	SDP	AAA	23	78	297	3	24	34	1		5.7%	19.5%	.097	.319		.262	.316	.360	.302		78
2007	SDP	MiLB	23	99	360	4	33	42	1		5.6%	17.8%	.111	.319		.269	.323	.381	.313		85
2008	PIT	AA	24	5	8	0	1	0	0		25.0%	25.0%	.167	.500		.333	.500	.500	.457		181
2008	SDP	AA	24	22	76	0	8	4	0		10.5%	10.5%	.154	.298		.262	.360	.415	.355		114
2008	SDP	AAA	24	8	14	0	1	0	0		14.3%	28.6%	.000	.167		.100	.308	.100	.240		37
2008	---	MiLB	24	35	98	0	10	4	0		12.2%	14.3%	.136	.299		.247	.365	.383	.348		108
2008	SDP	ST	24	1	1	0	0	1	0		0.0%	0.0%	.000	.000		.000	.000	.000	.000		-100
2009	PIT	A+	25	36	144	0	22	28	1		9.7%	9.7%	.074	.336		.303	.387	.377	.358		118
2009	PIT	AA	25	41	152	2	22	19	1		9.9%	10.5%	.157	.315		.291	.383	.449	.380		135
2009	PIT	MiLB	25	77	296	2	44	47	2		9.8%	10.1%	.116	.326		.297	.385	.414	.369		127
2009	PIT	ST	25	1	1	0	0	0	0		0.0%	0.0%	.000	.000		.000	.000	.000	.000		-100
2010	BOS	AA	26	116	508	9	57	55	0		10.0%	12.6%	.139	.331		.298	.384	.436	.374		124
2010	BOS	ST	26	4	3	1	2	3	0		0.0%	0.0%	1.500	1.000		1.000	1.000	2.500	1.200		639
2011	MIN	R	27	3	11	0	0	0	0		9.1%	0.0%	.100	.300		.300	.364	.400	.363		121
2011	MIN	AA	27	23	97	1	10	22	1		5.2%	14.4%	.135	.307		.270	.320	.404	.321		97
2011	MIN	AAA	27	42	187	2	18	17	0		7.5%	13.9%	.078	.305		.269	.322	.347	.303		79
2011	MIN	MiLB	27	68	295	3	28	39	1		6.8%	13.6%	.098	.305		.271	.323	.368	.311		86
2011	MIN	ST	27	12	18	0	2	0	0		5.6%	11.1%	.000	.071		.063	.167	.063	.132		-45
2012	MIN	AAA	28	89	297	0	27	17	3		6.7%	13.1%	.030	.279		.241	.304	.271	.269		59
2012	MIN	ST	28	12	18	0	2	2	1		16.7%	5.6%	.133	.214		.200	.333	.333	.309		74
2013	CIN	AA	29	67	244	2	25	18	0		8.6%	14.3%	.065	.320		.278	.339	.343	.318		97
2013	CIN	AAA	29	19	50	1	5	3	0		8.0%	20.0%	.133	.265		.222	.300	.356	.304		84
2013	CIN	MiLB	29	86	294	3	30	21	0		8.5%	15.3%	.077	.312		.268	.332	.345	.315		94
2013	CIN	ST	29	2	3	0	0	3	0		0.0%	0.0%	.333	.667		.667	.667	1.000	.711		337
2014	CIN	AA	30	53	167	0	17	14	0		7.2%	13.8%	.062	.276		.234	.300	.297	.281		68
2014	CIN	AAA	30	1	4	0	0	0	0		0.0%	0.0%	.250	.250		.250	.250	.500	.324		94
2014	CIN	MiLB	30	54	171	0	17	14	0		7.0%	13.5%	.067	.276		.235	.299	.302	.282		68
2014	CIN	ST	30	2	3	0	0	2	0		0.0%	0.0%	.000	.667		.667	.667	.667	.603		276
2015	CIN	AA	31	88	280	1	32	28	1		11.1%	13.2%	.088	.327		.283	.366	.371	.348		109
2015	CIN	ST	31	4	3	0	1	0	0		33.3%	33.3%	.000	1.000		.500	.667	.500	.535		238
2016	CIN	AA	32	46	131	0	13	14	0		6.9%	21.4%	.042	.348		.269	.323	.311	.300		84
2016	CIN	AAA	32	26	79	0	3	6	1		8.9%	24.1%	.056	.321		.236	.304	.292	.278		72
2016	CIN	MiLB	32	72	210	0	16	20	1		7.6%	22.4%	.047	.338		.257	.316	.304	.292		80
2016	CIN	ST	32	6	5	0	0	1	0		0.0%	0.0%	.600	.800		.800	.800	1.400	.917		477

Minor LeaguesSpring Training

Season	Team	Level	G G - Games Played	AB AB - At Bats	PA PA - Plate Appearances	H H - Hits	1B 1B - Singles	2B 2B - Doubles	3B 3B - Triples	HR HR - Home Runs	R R - Runs	RBI RBI - Runs Batted In	BB BB - Walks	IBB IBB - Intentional Walks	SO SO - Strike Outs	HBP HBP - Hit by Pitch	SF SF - Sacrifice Fly	SH SH - Sacrifice Hit	GDP GDP - Ground into Double Play	SB SB - Stolen Bases	CS CS - Caught Stealing	AVG AVG - Batting Average (H/AB)
2006	SDP	A	27	91	113	26	19	4	0	3	19	8	16	0	19	3	0	0	0	0	1	.286
2006	SDP	AA	14	43	46	10	7	3	0	0	4	2	0	0	8	0	1	2	1	0	0	.233
2006	SDP	AAA	12	18	20	4	1	1	1	1	2	2	1	0	7	0	0	0	0	0	0	.222
2006	SDP	MiLB	53	152	179	40	27	8	1	4	25	12	17	0	34	3	1	2	1	0	1	.263
2007	SDP	A+	21	56	63	17	11	3	2	1	9	8	3	0	6	2	1	1	0	0	0	.304
2007	SDP	AAA	78	267	297	70	50	17	0	3	24	34	17	1	58	6	4	3	8	1	2	.262
2007	SDP	MiLB	99	323	360	87	61	20	2	4	33	42	20	1	64	8	5	4	8	1	2	.269
2008	PIT	AA	5	6	8	2	1	1	0	0	1	0	2	0	2	0	0	0	0	0	0	.333
2008	SDP	AA	22	65	76	17	7	10	0	0	8	4	8	0	8	2	0	1	4	0	0	.262
2008	SDP	AAA	8	10	14	1	1	0	0	0	1	0	2	0	4	1	0	0	0	0	0	.100
2008	---	MiLB	35	81	98	20	9	11	0	0	10	4	12	0	14	3	0	1	4	0	0	.247
2008	SDP	ST	1	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	.000
2009	PIT	A+	36	122	144	37	28	9	0	0	22	28	14	0	14	4	2	2	4	1	1	.303
2009	PIT	AA	41	127	152	37	21	14	0	2	22	19	15	0	16	5	2	3	5	1	2	.291
2009	PIT	MiLB	77	249	296	74	49	23	0	2	44	47	29	0	30	9	4	5	9	2	3	.297
2009	PIT	ST	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	.000
2010	BOS	AA	116	440	508	131	90	30	2	9	57	55	51	0	64	12	2	2	16	0	1	.298
2010	BOS	ST	4	2	3	2	1	0	0	1	2	3	0	0	0	1	0	0	0	0	0	1.000
2011	MIN	R	3	10	11	3	2	1	0	0	0	0	1	0	0	0	0	0	0	0	0	.300
2011	MIN	AA	23	89	97	24	14	9	0	1	10	22	5	1	14	2	1	0	1	1	1	.270
2011	MIN	AAA	42	167	187	45	36	7	0	2	18	17	14	1	26	0	2	4	6	0	0	.269
2011	MIN	MiLB	68	266	295	72	52	17	0	3	28	39	20	2	40	2	3	4	7	1	1	.271
2011	MIN	ST	12	16	18	1	1	0	0	0	2	0	1	0	2	1	0	0	0	0	0	.063
2012	MIN	AAA	89	266	297	64	56	8	0	0	27	17	20	2	39	5	2	2	4	3	3	.241
2012	MIN	ST	12	15	18	3	1	2	0	0	2	2	3	0	1	0	0	0	0	1	0	.200
2013	CIN	AA	67	216	244	60	50	8	0	2	25	18	21	1	35	0	2	2	6	0	1	.278
2013	CIN	AAA	19	45	50	10	6	3	0	1	5	3	4	0	10	1	0	0	2	0	0	.222
2013	CIN	MiLB	86	261	294	70	56	11	0	3	30	21	25	1	45	1	2	2	8	0	1	.268
2013	CIN	ST	2	3	3	2	1	1	0	0	0	3	0	0	0	0	0	0	0	0	0	.667
2014	CIN	AA	53	145	167	34	25	9	0	0	17	14	12	0	23	2	1	3	6	0	1	.234
2014	CIN	AAA	1	4	4	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	.250
2014	CIN	MiLB	54	149	171	35	25	10	0	0	17	14	12	0	23	2	1	3	6	0	1	.235
2014	CIN	ST	2	3	3	2	2	0	0	0	0	2	0	0	0	0	0	0	0	0	0	.667
2015	CIN	AA	88	240	280	68	50	16	1	1	32	28	31	1	37	2	3	2	9	1	1	.283
2015	CIN	ST	4	2	3	1	1	0	0	0	1	0	1	0	1	0	0	0	0	0	0	.500
2016	CIN	AA	46	119	131	32	27	5	0	0	13	14	9	0	28	1	1	1	1	0	0	.269
2016	CIN	AAA	26	72	79	17	13	4	0	0	3	6	7	0	19	0	0	0	3	1	1	.236
2016	CIN	MiLB	72	191	210	49	40	9	0	0	16	20	16	0	47	1	1	1	4	1	1	.257
2016	CIN	ST	6	5	5	4	1	3	0	0	0	1	0	0	0	0	0	0	0	0	0	.800

Season	Team	Level	G G - Games Played	AB AB - At Bats	PA PA - Plate Appearances	H H - Hits	1B 1B - Singles	2B 2B - Doubles	3B 3B - Triples	HR HR - Home Runs	R R - Runs	RBI RBI - Runs Batted In	BB BB - Walks	IBB IBB - Intentional Walks	SO SO - Strike Outs	HBP HBP - Hit by Pitch	SF SF - Sacrifice Fly	SH SH - Sacrifice Hit	GDP GDP - Ground into Double Play	SB SB - Stolen Bases	CS CS - Caught Stealing	AVG AVG - Batting Average (H/AB)
2006	SDP	A	27	91	113	26	19	4	0	3	19	8	16	0	19	3	0	0	0	0	1	.286
2006	SDP	AA	14	43	46	10	7	3	0	0	4	2	0	0	8	0	1	2	1	0	0	.233
2006	SDP	AAA	12	18	20	4	1	1	1	1	2	2	1	0	7	0	0	0	0	0	0	.222
2006	SDP	MiLB	53	152	179	40	27	8	1	4	25	12	17	0	34	3	1	2	1	0	1	.263
2007	SDP	A+	21	56	63	17	11	3	2	1	9	8	3	0	6	2	1	1	0	0	0	.304
2007	SDP	AAA	78	267	297	70	50	17	0	3	24	34	17	1	58	6	4	3	8	1	2	.262
2007	SDP	MiLB	99	323	360	87	61	20	2	4	33	42	20	1	64	8	5	4	8	1	2	.269
2008	PIT	AA	5	6	8	2	1	1	0	0	1	0	2	0	2	0	0	0	0	0	0	.333
2008	SDP	AA	22	65	76	17	7	10	0	0	8	4	8	0	8	2	0	1	4	0	0	.262
2008	SDP	AAA	8	10	14	1	1	0	0	0	1	0	2	0	4	1	0	0	0	0	0	.100
2008	---	MiLB	35	81	98	20	9	11	0	0	10	4	12	0	14	3	0	1	4	0	0	.247
2008	SDP	ST	1	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	.000
2009	PIT	A+	36	122	144	37	28	9	0	0	22	28	14	0	14	4	2	2	4	1	1	.303
2009	PIT	AA	41	127	152	37	21	14	0	2	22	19	15	0	16	5	2	3	5	1	2	.291
2009	PIT	MiLB	77	249	296	74	49	23	0	2	44	47	29	0	30	9	4	5	9	2	3	.297
2009	PIT	ST	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	.000
2010	BOS	AA	116	440	508	131	90	30	2	9	57	55	51	0	64	12	2	2	16	0	1	.298
2010	BOS	ST	4	2	3	2	1	0	0	1	2	3	0	0	0	1	0	0	0	0	0	1.000
2011	MIN	R	3	10	11	3	2	1	0	0	0	0	1	0	0	0	0	0	0	0	0	.300
2011	MIN	AA	23	89	97	24	14	9	0	1	10	22	5	1	14	2	1	0	1	1	1	.270
2011	MIN	AAA	42	167	187	45	36	7	0	2	18	17	14	1	26	0	2	4	6	0	0	.269
2011	MIN	MiLB	68	266	295	72	52	17	0	3	28	39	20	2	40	2	3	4	7	1	1	.271
2011	MIN	ST	12	16	18	1	1	0	0	0	2	0	1	0	2	1	0	0	0	0	0	.063
2012	MIN	AAA	89	266	297	64	56	8	0	0	27	17	20	2	39	5	2	2	4	3	3	.241
2012	MIN	ST	12	15	18	3	1	2	0	0	2	2	3	0	1	0	0	0	0	1	0	.200
2013	CIN	AA	67	216	244	60	50	8	0	2	25	18	21	1	35	0	2	2	6	0	1	.278
2013	CIN	AAA	19	45	50	10	6	3	0	1	5	3	4	0	10	1	0	0	2	0	0	.222
2013	CIN	MiLB	86	261	294	70	56	11	0	3	30	21	25	1	45	1	2	2	8	0	1	.268
2013	CIN	ST	2	3	3	2	1	1	0	0	0	3	0	0	0	0	0	0	0	0	0	.667
2014	CIN	AA	53	145	167	34	25	9	0	0	17	14	12	0	23	2	1	3	6	0	1	.234
2014	CIN	AAA	1	4	4	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	.250
2014	CIN	MiLB	54	149	171	35	25	10	0	0	17	14	12	0	23	2	1	3	6	0	1	.235
2014	CIN	ST	2	3	3	2	2	0	0	0	0	2	0	0	0	0	0	0	0	0	0	.667
2015	CIN	AA	88	240	280	68	50	16	1	1	32	28	31	1	37	2	3	2	9	1	1	.283
2015	CIN	ST	4	2	3	1	1	0	0	0	1	0	1	0	1	0	0	0	0	0	0	.500
2016	CIN	AA	46	119	131	32	27	5	0	0	13	14	9	0	28	1	1	1	1	0	0	.269
2016	CIN	AAA	26	72	79	17	13	4	0	0	3	6	7	0	19	0	0	0	3	1	1	.236
2016	CIN	MiLB	72	191	210	49	40	9	0	0	16	20	16	0	47	1	1	1	4	1	1	.257
2016	CIN	ST	6	5	5	4	1	3	0	0	0	1	0	0	0	0	0	0	0	0	0	.800

Minor LeaguesSpring TrainingAverages

Season	Team	Level	BB% BB% - Walk Percentage (BB/PA)	K% K% - Strikeout Percentage (SO/PA)	BB/K BB/K - Walk to Strikeout Ratio (BB/SO)	divider	AVG AVG - Batting Average (H/AB)	OBP OBP - On Base Percentage	SLG SLG - Slugging Percentage	OPS OPS - On Base + Slugging Percentage	divider	ISO ISO - Isolated Power (SLG-AVG)	Spd Spd - Speed Score (4 Component Version)	BABIP BABIP - Batting Average on Balls in Play	divider	UBR UBR - Ultimate Base Running in runs above average, does not include SB or CS	wGDP wGDP - Ground into Double Play Runs above average	XBR XBR - Statcast baserunning above average	wSB wSB - Stolen Bases and Caught Stealing runs above average	divider	wRC wRC - Runs Created based wOBA	wRAA wRAA - Runs Above Average based on wOBA	wOBA wOBA - Weighted On Base Average (Linear Weights)	wRC+ wRC+ - Runs per PA scaled where 100 is average; both league and park adjusted; based on wOBA
2006	SDP	A	14.2%	16.8%	0.84		.286	.409	.429	.838		.143	2.5	.333					-0.3		19	6.2	.396	147
2006	SDP	AA	0.0%	17.4%	0.00		.233	.227	.302	.530		.070	2.0	.278					0.0		2	-2.8	.237	41
2006	SDP	AAA	5.0%	35.0%	0.14		.222	.263	.556	.819		.333	3.6	.300					0.0		2	0.1	.344	108
2006	SDP	MiLB	9.5%	19.0%	0.50		.263	.347	.408	.755		.145	3.6	.313					-0.3		24	3.5	.350	115
2007	SDP	A+	4.8%	9.5%	0.50		.304	.355	.482	.837		.179	4.6	.320					0.0		10	1.2	.366	119
2007	SDP	AAA	5.7%	19.5%	0.29		.262	.316	.360	.676		.097	1.7	.319					-0.7		29	-10.9	.302	78
2007	SDP	MiLB	5.6%	17.8%	0.31		.269	.323	.381	.704		.111	2.8	.319					-0.6		39	-9.7	.313	85
2008	PIT	AA	25.0%	25.0%	1.00		.333	.500	.500	1.000		.167	1.1	.500					0.0		2	0.8	.457	181
2008	SDP	AA	10.5%	10.5%	1.00		.262	.360	.415	.775		.154	1.5	.298					0.0		10	0.9	.355	114
2008	SDP	AAA	14.3%	28.6%	0.50		.100	.308	.100	.408		.000	1.6	.167					0.0		1	-1.3	.240	37
2008	---	MiLB	12.2%	14.3%	0.86		.247	.365	.383	.747		.136	1.5	.299					0.0		13	0.3	.348	108
2008	SDP	ST	0.0%	0.0%	0.00		.000	.000	.000	.000		.000	0.1	.000					0.0		0	-0.3	.000	-100
2009	PIT	A+	9.7%	9.7%	1.00		.303	.387	.377	.764		.074	3.2	.336					-0.2		21	3.5	.358	118
2009	PIT	AA	9.9%	10.5%	0.94		.291	.383	.449	.831		.157	2.9	.315					-0.6		23	6.0	.380	135
2009	PIT	MiLB	9.8%	10.1%	0.97		.297	.385	.414	.799		.116	2.9	.326					-0.8		44	9.4	.369	127
2009	PIT	ST	0.0%	0.0%	0.00		.000	.000	.000	.000		.000	0.1	.000					0.0		0	-0.3	.000	-100
2010	BOS	AA	10.0%	12.6%	0.80		.298	.384	.436	.821		.139	2.2	.331					-0.5		80	17.9	.374	124
2010	BOS	ST	0.0%	0.0%	0.00		1.000	1.000	2.500	3.500		1.500	2.6	1.000					0.0		3	2.3	1.200	639
2011	MIN	R	9.1%	0.0%	1.00		.300	.364	.400	.764		.100	0.1	.300					0.0		2	0.3	.363	121
2011	MIN	AA	5.2%	14.4%	0.36		.270	.320	.404	.724		.135	2.9	.307					-0.2		11	-0.5	.321	97
2011	MIN	AAA	7.5%	13.9%	0.54		.269	.322	.347	.670		.078	1.3	.305					-0.1		18	-3.7	.303	79
2011	MIN	MiLB	6.8%	13.6%	0.50		.271	.323	.368	.691		.098	2.0	.305					-0.4		31	-3.8	.311	86
2011	MIN	ST	5.6%	11.1%	0.50		.063	.167	.063	.229		.000	2.6	.071					0.0		-1	-3.2	.132	-45
2012	MIN	AAA	6.7%	13.1%	0.51		.241	.304	.271	.574		.030	2.8	.279					-0.7		21	-13.2	.269	59
2012	MIN	ST	16.7%	5.6%	3.00		.200	.333	.333	.667		.133	5.7	.214					0.2		2	-0.3	.309	74
2013	CIN	AA	8.6%	14.3%	0.60		.278	.339	.343	.682		.065	1.6	.320					-0.6		26	0.0	.318	97
2013	CIN	AAA	8.0%	20.0%	0.40		.222	.300	.356	.656		.133	1.4	.265					0.0		5	-0.9	.304	84
2013	CIN	MiLB	8.5%	15.3%	0.56		.268	.332	.345	.677		.077	1.6	.312					-0.7		31	-0.9	.315	94
2013	CIN	ST	0.0%	0.0%	0.00		.667	.667	1.000	1.667		.333	0.1	.667					0.0		1	1.0	.711	337
2014	CIN	AA	7.2%	13.8%	0.52		.234	.300	.297	.597		.062	2.3	.276					-0.4		13	-5.8	.281	68
2014	CIN	AAA	0.0%	0.0%	0.00		.250	.250	.500	.750		.250	0.1	.250					0.0		0	0.0	.324	94
2014	CIN	MiLB	7.0%	13.5%	0.52		.235	.299	.302	.601		.067	2.2	.276					-0.4		14	-5.8	.282	68
2014	CIN	ST	0.0%	0.0%	0.00		.667	.667	.667	1.333		.000	0.1	.667					0.0		1	0.7	.603	276
2015	CIN	AA	11.1%	13.2%	0.84		.283	.366	.371	.737		.088	2.9	.327					-0.3		35	3.8	.348	109
2015	CIN	ST	33.3%	33.3%	1.00		.500	.667	.500	1.167		.000	2.6	1.000					0.0		1	0.5	.535	238
2016	CIN	AA	6.9%	21.4%	0.32		.269	.323	.311	.634		.042	1.5	.348					-0.1		12	-1.9	.300	84
2016	CIN	AAA	8.9%	24.1%	0.37		.236	.304	.292	.595		.056	1.7	.321					-0.2		6	-2.3	.278	72
2016	CIN	MiLB	7.6%	22.4%	0.34		.257	.316	.304	.619		.047	1.9	.338					-0.3		19	-4.2	.292	80
2016	CIN	ST	0.0%	0.0%	0.00		.800	.800	1.400	2.200		.600	0.1	.800					0.0		3	2.6	.917	477

Season	Team	Level	BB% BB% - Walk Percentage (BB/PA)	K% K% - Strikeout Percentage (SO/PA)	BB/K BB/K - Walk to Strikeout Ratio (BB/SO)	divider	AVG AVG - Batting Average (H/AB)	OBP OBP - On Base Percentage	SLG SLG - Slugging Percentage	OPS OPS - On Base + Slugging Percentage	divider	ISO ISO - Isolated Power (SLG-AVG)	Spd Spd - Speed Score (4 Component Version)	BABIP BABIP - Batting Average on Balls in Play	divider	UBR UBR - Ultimate Base Running in runs above average, does not include SB or CS	wGDP wGDP - Ground into Double Play Runs above average	XBR XBR - Statcast baserunning above average	wSB wSB - Stolen Bases and Caught Stealing runs above average	divider	wRC wRC - Runs Created based wOBA	wRAA wRAA - Runs Above Average based on wOBA	wOBA wOBA - Weighted On Base Average (Linear Weights)	wRC+ wRC+ - Runs per PA scaled where 100 is average; both league and park adjusted; based on wOBA
2006	SDP	A	14.2%	16.8%	0.84		.286	.409	.429	.838		.143	2.5	.333					-0.3		19	6.2	.396	147
2006	SDP	AA	0.0%	17.4%	0.00		.233	.227	.302	.530		.070	2.0	.278					0.0		2	-2.8	.237	41
2006	SDP	AAA	5.0%	35.0%	0.14		.222	.263	.556	.819		.333	3.6	.300					0.0		2	0.1	.344	108
2006	SDP	MiLB	9.5%	19.0%	0.50		.263	.347	.408	.755		.145	3.6	.313					-0.3		24	3.5	.350	115
2007	SDP	A+	4.8%	9.5%	0.50		.304	.355	.482	.837		.179	4.6	.320					0.0		10	1.2	.366	119
2007	SDP	AAA	5.7%	19.5%	0.29		.262	.316	.360	.676		.097	1.7	.319					-0.7		29	-10.9	.302	78
2007	SDP	MiLB	5.6%	17.8%	0.31		.269	.323	.381	.704		.111	2.8	.319					-0.6		39	-9.7	.313	85
2008	PIT	AA	25.0%	25.0%	1.00		.333	.500	.500	1.000		.167	1.1	.500					0.0		2	0.8	.457	181
2008	SDP	AA	10.5%	10.5%	1.00		.262	.360	.415	.775		.154	1.5	.298					0.0		10	0.9	.355	114
2008	SDP	AAA	14.3%	28.6%	0.50		.100	.308	.100	.408		.000	1.6	.167					0.0		1	-1.3	.240	37
2008	---	MiLB	12.2%	14.3%	0.86		.247	.365	.383	.747		.136	1.5	.299					0.0		13	0.3	.348	108
2008	SDP	ST	0.0%	0.0%	0.00		.000	.000	.000	.000		.000	0.1	.000					0.0		0	-0.3	.000	-100
2009	PIT	A+	9.7%	9.7%	1.00		.303	.387	.377	.764		.074	3.2	.336					-0.2		21	3.5	.358	118
2009	PIT	AA	9.9%	10.5%	0.94		.291	.383	.449	.831		.157	2.9	.315					-0.6		23	6.0	.380	135
2009	PIT	MiLB	9.8%	10.1%	0.97		.297	.385	.414	.799		.116	2.9	.326					-0.8		44	9.4	.369	127
2009	PIT	ST	0.0%	0.0%	0.00		.000	.000	.000	.000		.000	0.1	.000					0.0		0	-0.3	.000	-100
2010	BOS	AA	10.0%	12.6%	0.80		.298	.384	.436	.821		.139	2.2	.331					-0.5		80	17.9	.374	124
2010	BOS	ST	0.0%	0.0%	0.00		1.000	1.000	2.500	3.500		1.500	2.6	1.000					0.0		3	2.3	1.200	639
2011	MIN	R	9.1%	0.0%	1.00		.300	.364	.400	.764		.100	0.1	.300					0.0		2	0.3	.363	121
2011	MIN	AA	5.2%	14.4%	0.36		.270	.320	.404	.724		.135	2.9	.307					-0.2		11	-0.5	.321	97
2011	MIN	AAA	7.5%	13.9%	0.54		.269	.322	.347	.670		.078	1.3	.305					-0.1		18	-3.7	.303	79
2011	MIN	MiLB	6.8%	13.6%	0.50		.271	.323	.368	.691		.098	2.0	.305					-0.4		31	-3.8	.311	86
2011	MIN	ST	5.6%	11.1%	0.50		.063	.167	.063	.229		.000	2.6	.071					0.0		-1	-3.2	.132	-45
2012	MIN	AAA	6.7%	13.1%	0.51		.241	.304	.271	.574		.030	2.8	.279					-0.7		21	-13.2	.269	59
2012	MIN	ST	16.7%	5.6%	3.00		.200	.333	.333	.667		.133	5.7	.214					0.2		2	-0.3	.309	74
2013	CIN	AA	8.6%	14.3%	0.60		.278	.339	.343	.682		.065	1.6	.320					-0.6		26	0.0	.318	97
2013	CIN	AAA	8.0%	20.0%	0.40		.222	.300	.356	.656		.133	1.4	.265					0.0		5	-0.9	.304	84
2013	CIN	MiLB	8.5%	15.3%	0.56		.268	.332	.345	.677		.077	1.6	.312					-0.7		31	-0.9	.315	94
2013	CIN	ST	0.0%	0.0%	0.00		.667	.667	1.000	1.667		.333	0.1	.667					0.0		1	1.0	.711	337
2014	CIN	AA	7.2%	13.8%	0.52		.234	.300	.297	.597		.062	2.3	.276					-0.4		13	-5.8	.281	68
2014	CIN	AAA	0.0%	0.0%	0.00		.250	.250	.500	.750		.250	0.1	.250					0.0		0	0.0	.324	94
2014	CIN	MiLB	7.0%	13.5%	0.52		.235	.299	.302	.601		.067	2.2	.276					-0.4		14	-5.8	.282	68
2014	CIN	ST	0.0%	0.0%	0.00		.667	.667	.667	1.333		.000	0.1	.667					0.0		1	0.7	.603	276
2015	CIN	AA	11.1%	13.2%	0.84		.283	.366	.371	.737		.088	2.9	.327					-0.3		35	3.8	.348	109
2015	CIN	ST	33.3%	33.3%	1.00		.500	.667	.500	1.167		.000	2.6	1.000					0.0		1	0.5	.535	238
2016	CIN	AA	6.9%	21.4%	0.32		.269	.323	.311	.634		.042	1.5	.348					-0.1		12	-1.9	.300	84
2016	CIN	AAA	8.9%	24.1%	0.37		.236	.304	.292	.595		.056	1.7	.321					-0.2		6	-2.3	.278	72
2016	CIN	MiLB	7.6%	22.4%	0.34		.257	.316	.304	.619		.047	1.9	.338					-0.3		19	-4.2	.292	80
2016	CIN	ST	0.0%	0.0%	0.00		.800	.800	1.400	2.200		.600	0.1	.800					0.0		3	2.6	.917	477