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.
José Ramírez
Switch · 8.48k pitches in sample
Whiff %
14.1%
n=3.92k swings
xwOBA
0.344
n=3.16k BBE
Hard-hit %
28.8%
n=3.16k BIP
Avg exit velo
84.5 mph
n=3.16k BIP
Handedness split
How he does vs the pitcher's handvs LHP
2.40k pitches · 897 balls in play
Whiff %
14.8%
xwOBA
0.352
Hard-hit %
31.4%
Avg EV
85.2
vs RHP
6.08k pitches · 2.27k balls in play
Whiff %
13.9%
xwOBA
0.341
Hard-hit %
27.8%
Avg EV
84.2
By pitch type
16 pitch types · n on every line| Pitch | Seen | Whiff % | xwOBA | Hard-hit % | Avg EV |
|---|---|---|---|---|---|
| Four-seam FF | 2.39k · 1.12k sw | 9.3% | 0.371 | 26.9% · n=963 | 85.1 |
| Changeup CH | 1.49k · 702 sw | 19.1% | 0.321 | 29.2% · n=537 | 83.2 |
| Slider SL | 1.01k · 561 sw | 17.3% | 0.306 | 28.4% · n=436 | 84.5 |
| Sinker SI | 875 · 392 sw | 7.1% | 0.382 | 36.3% · n=342 | 87.5 |
| Cutter FC | 750 · 387 sw | 14.7% | 0.332 | 31.6% · n=310 | 84.2 |
| Curveball CU | 601 · 245 sw | 15.1% | 0.362 | 29.3% · n=181 | 84.8 |
| Sweeper ST | 428 · 214 sw | 17.3% | 0.328 | 28.6% · n=168 | 83.7 |
| Splitter FS | 387 · 189 sw | 21.2% | 0.289 | 15.9% · n=138 | 79.8 |
| Knuckle-curve KC | 250 · 100 sw | 18.0% | 0.349 | 30.7% · n=75 | 83.4 |
| Unclassified UN | 244 · 0 sw | · | 0.000 | · · n=0 | · |
| Slurve SV | 33 · 10 sw | 20.0% | 0.341 | 25.0% · n=8 | 82.5 |
| Knuckleball KN | 8 · 1 sw | 0.0% | 0.664 | 100.0% · n=1 | 103.4 |
| Fastball FA | 6 · 1 sw | 0.0% | 0.689 | 100.0% · n=1 | 110.5 |
| Slow curve CS | 5 · 2 sw | 0.0% | 0.009 | 0.0% · n=2 | 71.3 |
| PO PO | 3 · 0 sw | · | · | · · n=0 | · |
| Screwball SC | 1 · 0 sw | · | 0.696 | · · n=0 | · |
| All pitches | 8.48k · 3.92k sw | 14.1% | 0.344 | 28.8% · n=3.16k | 84.5 |
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 →