Edge Labs · Research

Batter Lab

Pitch-level Statcast for one hitter. Pick a batter and the data shows how he handles each pitch type, velo band, and pitcher hand: whiff rate, xwOBA, hard-hit rate, and average exit velocity, with the sample size on every line. You set the filters, the data answers. Statcast covers 2023 to 2025.

Colt Keith

LHB · 4.03k pitches in sample

Whiff %

21.5%

n=1.88k swings

xwOBA

0.326

n=1.33k BBE

Hard-hit %

25.5%

n=1.33k BIP

Avg exit velo

83.4 mph

n=1.33k BIP

Handedness split

How he does vs the pitcher's hand

vs LHP

544 pitches · 162 balls in play

Whiff %

23.9%

xwOBA

0.243

Hard-hit %

15.4%

Avg EV

79.3

vs RHP

3.49k pitches · 1.17k balls in play

Whiff %

21.1%

xwOBA

0.338

Hard-hit %

26.9%

Avg EV

83.9

By pitch type

15 pitch types · n on every line

Pitch	Seen	Whiff %	xwOBA	Hard-hit %	Avg EV
Four-seam FF	1.23k · 600 sw	11.5%	0.367	27.3% · n=488	85.3
Changeup CH	612 · 291 sw	28.9%	0.292	19.3% · n=187	79.0
Slider SL	529 · 230 sw	30.9%	0.278	21.6% · n=139	82.4
Sinker SI	470 · 209 sw	10.0%	0.380	30.1% · n=173	85.0
Cutter FC	361 · 187 sw	16.0%	0.333	24.5% · n=139	82.5
Curveball CU	310 · 115 sw	31.3%	0.311	30.0% · n=70	81.9
Sweeper ST	217 · 86 sw	36.0%	0.337	26.0% · n=50	85.3
Splitter FS	189 · 112 sw	41.1%	0.199	21.7% · n=60	79.2
Knuckle-curve KC	61 · 30 sw	36.7%	0.292	29.4% · n=17	86.6
Unclassified UN	24 · 5 sw	40.0%	0.000	· · n=0	·
Slurve SV	15 · 3 sw	33.3%	0.077	0.0% · n=1	90.4
Forkball FO	6 · 2 sw	50.0%	0.691	0.0% · n=1	70.6
Eephus EP	6 · 2 sw	0.0%	0.639	50.0% · n=2	98.2
Fastball FA	4 · 2 sw	0.0%	0.380	50.0% · n=2	96.3
Screwball SC	1 · 1 sw	0.0%	·	0.0% · n=1	75.2
All pitches	4.03k · 1.88k sw	21.5%	0.326	25.5% · n=1.33k	83.4

Every number is a real Statcast count with its sample size (n) shown, never a guaranteed pick or a fabricated probability. Whiff % is swinging strikes over swings · xwOBA is the expected wOBA on contact · hard-hit is exit velocity 95+ mph. You set the filters, the data answers, you decide. Back to research →