Ji-Man Choi
1B | B/T: L/R | 6' 1" 260LBS | Age: 30

Poor Avg Great

Stats

PA AB R H HR RBI SB AVG OBP SLG OPS
2022 75 64 7 17 2 12 0 .266 .373 .438 .811
7 Seasons 1380 1171 149 284 52 185 6 .243 .347 .442 .789
AVG HR RBI SB OPS
2022 .266 2 12 0 .811
7 Seasons .243 52 185 6 .789

Statcast Batting Statistics

Season Age Pitches Batted Balls Barrels Barrel % Barrel/PA Exit Velocity Max EV Launch Angle Sweet Spot % XBA XSLG WOBA XWOBA XWOBACON HardHit% K% BB%
2016 25 528 86 4 4.7 3.1 89.7 109.5 10.5 24.4 .197 .346 .267 .284 .304 38.4 20.9 12.4
2017 26 80 11 2 18.2 11.1 93.6 111.9 6.5 27.3 .246 .633 .414 .388 .509 45.5 27.8 11.1
2018 27 917 137 16 11.7 7.2 90.3 109.4 13.8 35.8 .236 .458 .367 .349 .418 43.1 24.9 11.8
2019 28 2020 309 35 11.3 7.2 91.2 110.1 12.8 37.9 .260 .492 .348 .365 .420 42.7 22.2 13.1
2020 29 595 89 3 3.4 2.1 89.0 109.9 15.7 30.3 .193 .303 .316 .276 .303 39.3 24.8 13.8
2021 30 1279 171 16 9.4 5.2 91.2 112.9 14.8 39.2 .237 .424 .334 .342 .420 46.8 28.5 14.8
2022 31 357 38 6 15.8 8 94.4 110.3 10.7 47.4 .272 .543 .359 .387 .571 52.6 34.7 14.7
Player 5776 841 82 9.8 5.9 90.9 112.9 13.3 35.9 .239 .443 .339 .342 .405 43.3 24.9 13.3
MLB 6.7 4.6 88.3 169.8 12.0 32.9 .246 .408 .317 .316 .369 35.6 22.0 8.4
! Note: All figures in this table cover the period 2015-present.




Fastball: 4 Seam, 2 Seam, Cutter, Sinker. Offspeed: Split, Change, Fork, Screw. Breaking: Slider, Curve, Knuckle, Other
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Pitch Tracking

Year Pitch Type # % PA AB H 1B 2B 3B HR SO BBE BA XBA SLG XSLG WOBA XWOBA EV LA Whiff% PutAway%
2022 Fastballs 195 54.8 40 36 9 6 2 0 1 16 20 .250 .229 .389 .535 .321 .352 95.2 14 23.9 26.7
2022 Offspeed 84 23.6 17 15 3 1 2 0 0 3 12 .200 .382 .333 .451 .285 .399 92.0 5 30.0 9.7
2022 Breaking 77 21.6 16 13 5 3 1 0 1 7 6 .385 .264 .692 .671 .511 .441 96.7 10 43.8 29.2
2021 Fastballs 760 59.4 178 147 36 21 7 0 8 40 107 .245 .260 .456 .455 .363 .370 92.5 13 25.4 19.0
2021 Breaking 325 25.4 76 67 15 10 4 0 1 27 40 .224 .210 .328 .359 .290 .294 86.8 17 37.4 24.3
2021 Offspeed 194 15.2 51 44 8 3 3 0 2 20 24 .182 .200 .386 .417 .298 .319 91.4 13 49.4 29.9
! Note: Years are in reverse order.
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Batted Ball Profile

Season GB % FB % LD % PU % Pull % Straight % Oppo % Weak % Topped % Under % Flare/Burner % Solid % Barrel % Barrel/PA
2016 50.0 18.6 22.1 9.3 32.6 39.5 27.9 3.5 41.9 20.9 15.1 7.0 4.7 3.1
2017 63.6 18.2 18.2 0.0 45.5 27.3 27.3 0.0 45.5 18.2 18.2 0.0 18.2 11.1
2018 43.8 22.6 24.8 8.8 38.0 35.0 27.0 2.2 33.6 22.6 24.1 5.8 11.7 7.2
2019 41.4 26.9 27.8 3.9 33.3 42.7 23.9 2.9 31.4 23.0 24.3 7.1 11.3 7.2
2020 39.3 21.3 27.0 12.4 43.8 34.8 21.3 5.6 27.0 29.2 22.5 10.1 3.4 2.1
2021 40.4 24.0 27.5 8.2 37.4 35.7 26.9 3.5 26.3 25.1 25.1 10.5 9.4 5.2
2022 44.7 23.7 28.9 2.6 42.1 36.8 21.1 0.0 34.2 13.2 28.9 7.9 15.8 8.0
Player 42.7 23.9 26.5 6.9 36.5 38.4 25.1 3.1 31.6 23.3 23.4 7.8 9.8 5.9
MLB 45.0 22.8 25.1 7.1 36.6 37.8 25.4 3.8 33.2 24.4 24.4 5.7 6.7 4.6
! Note: All figures in this table cover the period 2015-present.

Run Values by Pitch Type

Year Pitch Type Team RV/100 Run Value Pitches % PA BA SLG wOBA Whiff% K% PutAway % xBA xSLG xwOBA Hard Hit %
2022 4-Seamer -2.4 -3 127 35.6 29 .115 .154 .178 28.9 44.8 31.7 .179 .367 .276 61.5
2022 Changeup 0.3 0 64 17.9 14 .167 .333 .279 29.2 14.3 9.1 .395 .473 .421 50.0
2022 Slider 4.2 2 57 16.0 13 .400 .800 .550 45.8 38.5 26.3 .297 .819 .510 60.0
2022 Sinker 7.1 4 56 15.7 10 .625 1.125 .735 15.8 20.0 11.8 .406 1.148 .645 50.0
2022 Splitter 4.7 1 20 5.6 3 .333 .333 .600 33.3 33.3 11.1 .329 .365 .301 0.0
2022 Curveball -1.4 0 20 5.6 3 .333 .333 .300 37.5 66.7 40.0 .154 .177 .146 100.0
2022 Cutter 0.4 0 13 3.6 2 .500 .500 .450 0.0 50.0 33.3 .160 .273 .177 0.0
2021 4-Seamer 0.8 4 495 38.7 114 .253 .432 .368 29.3 24.6 19.4 .265 .432 .364 46.3
2021 Sinker -0.2 0 200 15.6 48 .189 .243 .306 14.9 16.7 17.0 .219 .299 .331 48.3
2021 Slider -0.2 0 199 15.6 52 .200 .289 .277 38.3 36.5 26.8 .166 .261 .251 30.8
2021 Changeup 0.1 0 165 12.9 47 .175 .400 .307 47.9 38.3 31.6 .197 .428 .327 50.0
2021 Curveball 1.5 2 126 9.9 24 .273 .409 .329 35.3 33.3 20.0 .300 .560 .389 71.4
2021 Cutter 4.6 3 65 5.1 16 .333 1.133 .600 26.5 25.0 21.1 .329 .988 .545 45.5
2021 Splitter -0.4 0 25 2.0 4 .250 .250 .225 58.3 50.0 20.0 .235 .309 .238 50.0
2021 N/A 3.7 0 4 0.3 -- -- -- -- -- -- -- -- -- --
2020 4-Seamer -2.2 -4 196 32.9 55 .191 .340 .287 34.0 36.4 29.0 .117 .217 .215 35.7
2020 Changeup 1.0 1 100 16.8 23 .273 .455 .328 32.7 13.0 11.5 .244 .372 .284 36.8
2020 Sinker -0.4 0 80 13.4 22 .222 .333 .338 20.7 18.2 21.1 .306 .445 .394 50.0
2020 Slider 2.5 2 78 13.1 17 .286 .643 .400 32.4 29.4 17.2 .150 .259 .259 40.0
2020 Curveball -1.0 -1 73 12.3 9 .286 .571 .433 26.9 0.0 0.0 .366 .441 .427 42.9
2020 Cutter 0.5 0 38 6.4 8 .333 .667 .400 11.8 12.5 7.1 .213 .330 .281 33.3
2020 Splitter -1.7 -1 30 5.0 9 .125 .125 .178 62.5 33.3 37.5 .159 .237 .230 40.0
2019 4-Seamer 0.9 7 767 38.0 178 .254 .507 .393 20.9 20.2 16.1 .265 .571 .415 46.7
2019 Changeup -0.3 -1 330 16.3 78 .217 .478 .331 36.4 20.5 17.4 .276 .505 .355 38.2
2019 Slider 0.1 0 318 15.7 83 .260 .466 .348 23.8 24.1 17.2 .231 .426 .322 38.9
2019 Curveball 1.9 4 217 10.7 45 .357 .429 .390 26.3 24.4 14.9 .307 .452 .346 38.7
2019 Sinker -0.9 -2 213 10.5 60 .294 .451 .367 12.9 11.7 15.6 .288 .511 .384 53.3
2019 Cutter -2.0 -3 129 6.4 29 .200 .240 .240 41.8 48.3 31.8 .162 .259 .229 16.7
2019 Splitter 1.1 0 44 2.2 11 .286 .286 .355 43.8 36.4 26.7 .184 .433 .351 50.0
2019 N/A -12.4 0 2 0.1 1 .000 .000 .000 0.0 0.0 -- .030 .030 .050 0.0
2018 4-Seamer -1.0 -3 304 33.2 76 .210 .435 .340 17.4 11.8 10.1 .302 .596 .430 50.0
2018 Slider -0.8 -1 151 16.5 33 .200 .367 .282 38.5 45.5 22.7 .155 .284 .234 20.0
2018 Sinker 5.2 7 143 15.6 40 .471 1.000 .629 19.1 15.0 18.8 .356 .801 .517 57.1
2018 Changeup -2.3 -3 130 14.2 32 .200 .333 .236 55.4 43.8 42.4 .142 .232 .219 52.9
2018 Curveball -0.6 -1 122 13.3 17 .188 .375 .262 30.0 23.5 12.5 .160 .221 .196 16.7
2018 Cutter 2.1 1 40 4.4 11 .250 .375 .386 43.8 36.4 25.0 .189 .225 .320 0.0
2018 Splitter 10.5 3 25 2.7 10 .444 .556 .465 40.0 20.0 22.2 .119 .215 .196 28.6
2018 N/A 1.2 0 1 0.1 -- -- -- -- -- -- -- -- -- --
2017 4-Seamer 7.0 2 32 40.0 7 .500 2.000 .771 15.4 14.3 10.0 .315 1.123 .554 50.0
2017 Changeup -2.0 0 14 17.5 3 .333 .667 .417 42.9 33.3 16.7 .372 1.167 .626 50.0
2017 Sinker -9.2 -1 11 13.8 6 .167 .167 .150 16.7 16.7 25.0 .220 .251 .209 40.0
2017 Splitter -6.2 -1 11 13.8 2 .000 .000 .000 100.0 100.0 66.7 -- -- .000 --
2017 Curveball 2.3 0 9 11.3 -- -- -- 0.0 -- 0.0 -- -- -- --
2017 Slider 1.2 0 3 3.8 -- -- -- 100.0 -- 0.0 -- -- -- --
! Note: Years are in reverse order.
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Swing/Take

Runs
Year Team PA Pitches Heart Shadow Chase Waste All
2016 128 524 -8 -4 3 3 -7
2018 220 917 -1 -10 8 6 3
2019 508 2,141 -5 -22 23 11 7
2020 193 806 -6 -5 6 5 0
2021 312 1,306 1 -11 9 9 9
2022 74 357 3 -3 2 2 4
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Plate Discipline

Season Pitches Zone % Zone Swing % Zone Contact % Chase % Chase Contact % Edge % 1st Pitch Swing % Swing % Whiff % Meatball % Meatball Swing %
2016 528 48.5 62.9 87.6 19.1 61.5 43.4 22.5 40.3 18.8 6.8 72.2
2017 80 42.5 58.8 75.0 28.3 46.2 45.0 16.7 41.3 36.4 5.0 50.0
2018 917 46.5 65.3 78.8 20.0 45.9 42.4 26.4 41.0 29.5 7.1 72.3
2019 2,020 47.2 68.2 81.4 20.4 51.8 41.2 26.7 43.0 25.3 7.3 83.7
2020 595 48.9 67.7 78.2 22.4 38.2 43.7 24.3 44.5 31.7 6.2 78.4
2021 1,279 47.4 68.3 74.2 19.2 47.3 41.9 27.5 42.5 31.7 8.2 81.0
2022 357 45.7 61.3 77.0 14.9 44.8 48.2 18.7 36.1 30.2 5.9 85.7
Player 5,776 47.2 66.7 79.2 19.9 48.8 42.5 25.6 42.0 27.9 7.2 79.5
MLB 48.5 66.8 82.0 28.3 58.4 42.6 29.3 47.0 24.6 7.2 76.0
! Note: All figures in this table cover the period 2015-present.

Percentile Rankings

Year xwOBA xBA xSLG xISO xOBP Brl Brl% EV HardHit% K% BB% Whiff% Speed OAA
2016 31
2017 22
2018 28
2019 83 55 76 78 86 67 80 86 73 42 91 45 22 6
2020 7 4 3 11 27 6 12 53 48 36 86 18 7
2021 21 30
2022 6 21
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Expected Home Runs

Year Team Avg HR Trot Actual HR xHR HR-xHR Doubters Mostly Gone No Doubters No Doubter %
2019 24.1 20 19.4 1.0 10 18 7 35.0
2020 24.3 5 4.6 0.0 5 1 3 60.0
2021 25.0 12 12.7 -1.0 5 9 5 41.7
2022 27.8 2 2.6 -1.0 1 3 1 50.0

Expected Home Runs by Park

Year HR
2019 20 22 21 22 24 20 16 27 16 18 21 20 13 13 13 24 11 27 18 19 10 18 14 25 21 24 23 16 22 18 25
2020 5 4 7 4 5 4 0 6 4 4 6 4 4 5 4 5 4 4 3 5 4 4 4 4 4 6 4 4 5 4 6
2021 12 10 14 13 14 13 13 16 12 12 14 13 10 13 13 14 9 14 13 14 7 12 12 16 14 14 13 10 13 12 14
2022 2 2 3 2 3 2 2 2 2 3 3 2 2 4 2 4 2 3 2 3 2 2 2 3 2 4 4 2 4 2 4
! Note: This tells how many of this player's home runs would have been out of other stadiums. This accounts for different wall heights and distances, but does not attempt to adjust for environmental effects. For these purposes, the 2020 Blue Jays home field was still Rogers Centre, not Sahlen Field.
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Year to Year Changes

Metric 2015 2016 +/-   2017 +/-   2018 +/-   2019 +/-   2020 +/-   2021 +/-   2022 +/-  
Exit Velocity 89.7 93.6 3.9 90.3 -3.3 91.2 0.9 89 -2.2 91.2 2.2 94.4 3.2
Launch Angle 10.5 6.5 -4 13.8 7.3 12.8 -1 15.7 2.9 14.8 -0.9 10.7 -4.1
Barrel % 4.7 18.2 13.5 11.7 -6.5 11.3 -0.4 3.4 -7.9 9.4 6 15.8 6.4
Hard Hit % 38.4 45.5 7.1 43.1 -2.4 42.7 -0.4 39.3 -3.4 46.8 7.5 52.6 5.8
Sweet Spot % 24.4 27.3 2.9 35.8 8.5 37.9 2.1 30.3 -7.6 39.2 8.9 47.4 8.2
xBA 0.197 0.246 0.049 0.236 -0.01 0.26 0.024 0.193 -0.067 0.237 0.044 0.272 0.035
BA 0.17 0.267 0.097 0.263 -0.004 0.261 -0.002 0.23 -0.031 0.229 -0.001 0.266 0.037
xwOBA 0.284 0.388 0.104 0.349 -0.039 0.365 0.016 0.276 -0.089 0.342 0.066 0.387 0.045
wOBA 0.267 0.414 0.147 0.367 -0.047 0.348 -0.019 0.316 -0.032 0.334 0.018 0.359 0.025
xSLG 0.346 0.633 0.287 0.458 -0.175 0.492 0.034 0.303 -0.189 0.424 0.121 0.543 0.119
SLG 0.339 0.733 0.394 0.505 -0.228 0.459 -0.046 0.41 -0.049 0.411 0.001 0.438 0.027
K% 20.9 27.8 6.9 24.9 -2.9 22.2 -2.7 24.8 2.6 28.5 3.7 34.7 6.2
BB% 12.4 11.1 -1.3 11.8 0.7 13.1 1.3 13.8 0.7 14.8 1 14.7 -0.1
Swing % 40.3 41.3 1 41 -0.3 43 2 44.5 1.5 42.5 -2 36.1 -6.4
Whiff% 18.8 36.4 17.6 29.5 -6.9 25.3 -4.2 31.7 6.4 31.7 0 30.2 -1.5
In Zone % 48.5 42.5 -6 46.5 4 47.2 0.7 48.9 1.7 47.4 -1.5 45.7 -1.7
Out of Zone % 51.5 57.5 6 53.5 -4 52.8 -0.7 51.1 -1.7 52.6 1.5 54.3 1.7
Out of Zone Swing % 19.1 28.3 9.2 20 -8.3 20.4 0.4 22.4 2 19.2 -3.2 14.9 -4.3
First Pitch Swing % 22.5 16.7 -5.8 26.4 9.7 26.7 0.3 24.3 -2.4 27.5 3.2 18.7 -8.8
First Pitch Strike % 47.3 33.3 -14 56.8 23.5 61.7 4.9 61.8 0.1 59.7 -2.1 54.7 -5
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Statcast Shift Statistics

SeasonBat SidePAShifts%wOBA - No ShiftwOBA - Shift
2016 L 122 8 6.6 .240 .407
2017 L 18 6 33.3 .398 .445
2018 L 220 72 32.7 .370 .361
2019 L 485 280 57.7 .309 .377
2020 L 132 64 48.5 .356 .272
2020 R 11 1 9.1 .356 .000
2021 L 304 233 76.6 .357 .328
2022 L 74 64 86.5 .308 .367

Statcast Rankings