| year | team name | league | level | mlb | # | age | pos | tbc+ | g | ab | r | h | 2b | 3b | hr | rbi | sb | cs | bb | so | hbp | sh | sf | ibb | gdp | tb | pa | xbh | 1b | avg | obp | slg | ops | seca | iso | babip | bb% | so% | so/bb | ab/hr |
| 2012 | Michigan State | Big10 | NCAA-1 | Fr | 9 | 20 | OF-C | 106 | 57 | 183 | 27 | 47 | 9 | 3 | 6 | 35 | 2 | 1 | 13 | 47 | 14 | 6 | 0 | 0 | 8 | 80 | 216 | 18 | 29 | .257 | .352 | .437 | .789 | .257 | .180 | .315 | 6.02 | 21.76 | 3.62 | 30.50 |
| 2013 | Michigan State | Big10 | NCAA-1 | So | 9 | 21 | OF-C | 120 | 50 | 195 | 39 | 59 | 13 | 2 | 9 | 42 | 6 | 4 | 19 | 39 | 6 | 2 | 3 | 0 | 6 | 103 | 225 | 24 | 35 | .303 | .377 | .528 | .905 | .333 | .225 | .333 | 8.44 | 17.33 | 2.05 | 21.67 |
| 2014 | Michigan State | Big10 | NCAA-1 | Jr | 9 | 22 | OF-C | 128 | 56 | 201 | 38 | 64 | 10 | 3 | 5 | 35 | 22 | 5 | 34 | 49 | 4 | 3 | 0 | 0 | 1 | 95 | 242 | 18 | 46 | .318 | .427 | .473 | .900 | .408 | .155 | .401 | 14.05 | 20.25 | 1.44 | 40.20 |
| 2014 | Billings Mustangs | Pio | Rk | CIN | 9 | 22 | LF | 78 | 51 | 173 | 24 | 36 | 9 | 2 | 3 | 19 | 4 | 2 | 13 | 50 | 2 | 3 | 2 | 0 | 4 | 58 | 193 | 14 | 22 | .208 | .268 | .335 | .603 | .214 | .127 | .270 | 6.74 | 25.91 | 3.85 | 57.67 |
| 2015 | Dayton Dragons | Midw | A | CIN | 9 | 23 | LF | 97 | 95 | 332 | 44 | 82 | 21 | 3 | 5 | 31 | 9 | 3 | 20 | 89 | 4 | 4 | 2 | 1 | 4 | 124 | 362 | 29 | 53 | .247 | .296 | .373 | .669 | .205 | .126 | .321 | 5.52 | 24.59 | 4.45 | 66.40 |
| 2016 | Daytona Tortugas | FSL | A+ | CIN | 10 | 24 | LF | 7 | 23 | 3 | 4 | 0 | 0 | 0 | 1 | 2 | 0 | 6 | 11 | 0 | 0 | 0 | 0 | 0 | 4 | 29 | 0 | 4 | .174 | .345 | .174 | .519 | .348 | .000 | .333 | 20.69 | 37.93 | 1.83 | 0.00 | |
| Tot: | Minors (3 yrs) | Minors | 153 | 528 | 71 | 122 | 30 | 5 | 8 | 51 | 15 | 5 | 39 | 150 | 6 | 7 | 4 | 1 | 8 | 186 | 584 | 43 | 79 | .231 | .289 | .352 | .642 | .214 | .121 | .305 | 6.68 | 25.68 | 3.85 | 66.00 | ||||||
| Tot: | Rk (1 yrs) | Rk | 51 | 173 | 24 | 36 | 9 | 2 | 3 | 19 | 4 | 2 | 13 | 50 | 2 | 3 | 2 | 0 | 4 | 58 | 193 | 14 | 22 | .208 | .268 | .335 | .604 | .214 | .127 | .270 | 6.74 | 25.91 | 3.85 | 57.67 | ||||||
| Tot: | A (1 yrs) | A | 95 | 332 | 44 | 82 | 21 | 3 | 5 | 31 | 9 | 3 | 20 | 89 | 4 | 4 | 2 | 1 | 4 | 124 | 362 | 29 | 53 | .247 | .296 | .373 | .670 | .205 | .127 | .321 | 5.52 | 24.59 | 4.45 | 66.40 | ||||||
| Tot: | A+ (1 yrs) | A+ | 7 | 23 | 3 | 4 | 0 | 0 | 0 | 1 | 2 | 0 | 6 | 11 | 0 | 0 | 0 | 0 | 0 | 4 | 29 | 0 | 4 | .174 | .345 | .174 | .519 | .348 | .000 | .333 | 20.69 | 37.93 | 1.83 | |||||||
| Tot: | College (3 yrs) | College | 163 | 579 | 104 | 170 | 32 | 8 | 20 | 112 | 30 | 10 | 66 | 135 | 24 | 11 | 3 | 0 | 15 | 278 | 683 | 60 | 110 | .294 | .387 | .480 | .867 | .335 | .187 | .351 | 9.66 | 19.77 | 2.05 | 28.95 | ||||||
| Avg: | Minors - 162 game avg | College | 162 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | ||||||
| Avg: | College - 162 game avg | College | 162 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 |
| year | team name | league | category | age | g | ab | r | h | 2b | 3b | hr | rbi | sb | cs | bb | so | hbp | sh | sf | ibb | gdp | tb | pa | xbh | 1b | avg | obp | slg | ops | seca | iso | babip | bb% | so% | so/bb | ab/hr |
| 2013 | Chatham Anglers | Cape Cod League | College Summer | 21 | 34 | 127 | 20 | 39 | 8 | 1 | 7 | 23 | 11 | 2 | 13 | 27 | 2 | 0 | 0 | 0 | 3 | 70 | 142 | 16 | 23 | .307 | .380 | .551 | .931 | .417 | .244 | .344 | 9.15 | 19.01 | 2.08 | 18.14 |
| 2015 | Cincinnati Reds | MLB Spring Training | Spring | 23 | 2 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | .000 | .000 | .000 | .000 | .000 | .000 | .000 | 0.00 | 66.67 | 0.00 | 0.00 |
| Tot: | CollegeSummer (1 Yrs) | CollegeSummer | 34 | 127 | 20 | 39 | 8 | 1 | 7 | 23 | 11 | 2 | 13 | 27 | 2 | 0 | 0 | 0 | 3 | 70 | 142 | 16 | 23 | .307 | .380 | .551 | .931 | .417 | .244 | .344 | 9.15 | 19.01 | 2.08 | 18.14 | ||
| Tot: | Spring (1 Yrs) | Spring | 2 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | .000 | .000 | .000 | .000 | .000 | .000 | .000 | 0.00 | 66.67 |
| Speed | Power | Contact | Xtra | Rbis | Runs | Hitting | Durability | Team Success |
| 72 | 70 | 24 | 69 | 58 | 62 | 47 | 72 | .554 |