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.
Ryan McMahon
LHB · 8.06k pitches in sample
Whiff %
29.8%
n=3.74k swings
xwOBA
0.329
n=2.34k BBE
Hard-hit %
25.2%
n=2.34k BIP
Avg exit velo
83.1 mph
n=2.34k BIP
Handedness split
How he does vs the pitcher's handvs LHP
2.14k pitches · 612 balls in play
Whiff %
31.8%
xwOBA
0.292
Hard-hit %
24.0%
Avg EV
81.8
vs RHP
5.92k pitches · 1.73k balls in play
Whiff %
29.1%
xwOBA
0.342
Hard-hit %
25.7%
Avg EV
83.5
By pitch type
17 pitch types · n on every line| Pitch | Seen | Whiff % | xwOBA | Hard-hit % | Avg EV |
|---|---|---|---|---|---|
| Four-seam FF | 3.22k · 1.41k sw | 24.2% | 0.368 | 20.6% · n=955 | 82.9 |
| Slider SL | 990 · 508 sw | 43.9% | 0.282 | 30.4% · n=253 | 83.5 |
| Sinker SI | 949 · 416 sw | 19.2% | 0.357 | 28.8% · n=306 | 84.2 |
| Changeup CH | 784 · 388 sw | 26.3% | 0.324 | 26.8% · n=250 | 83.0 |
| Cutter FC | 682 · 318 sw | 27.7% | 0.301 | 23.6% · n=199 | 81.1 |
| Curveball CU | 518 · 255 sw | 42.0% | 0.278 | 32.6% · n=135 | 84.7 |
| Sweeper ST | 411 · 187 sw | 40.6% | 0.318 | 28.8% · n=104 | 81.3 |
| Splitter FS | 247 · 143 sw | 35.7% | 0.283 | 31.0% · n=84 | 84.1 |
| Knuckle-curve KC | 138 · 71 sw | 35.2% | 0.391 | 29.7% · n=37 | 83.2 |
| Slurve SV | 57 · 28 sw | 57.1% | 0.161 | 18.2% · n=11 | 78.2 |
| Unclassified UN | 31 · 0 sw | · | 0.689 | · · n=0 | · |
| Forkball FO | 15 · 10 sw | 50.0% | 0.076 | 0.0% · n=3 | 81.9 |
| Knuckleball KN | 11 · 3 sw | 33.3% | 0.338 | 50.0% · n=2 | 94.6 |
| Fastball FA | 4 · 2 sw | 0.0% | · | 0.0% · n=1 | 68.8 |
| Screwball SC | 2 · 0 sw | · | · | · · n=0 | · |
| Eephus EP | 2 · 2 sw | 0.0% | 0.296 | 50.0% · n=2 | 86.9 |
| PO PO | 1 · 0 sw | · | · | · · n=0 | · |
| All pitches | 8.06k · 3.74k sw | 29.8% | 0.329 | 25.2% · n=2.34k | 83.1 |
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 →