Pitch Mix Analysis
A batter's own numbers by pitch type and location — add a pitcher to see their actual arsenal overlaid on top, and how this batter has done against pitches shaped like it.
1,864 pitches seen
·
0.353 xwOBA against shapes like this arsenal,
vs 0.386 against everything
(-0.032)
·
last 30 games: 0.404
+0.050
on 342 pitches, covering 47% of the arsenal
Pitch familiarity
Pitchers' arsenals are grouped by pitch shape — velocity, break and spin — and weighted by how often this pitcher throws each, so the number describes the arsenal he will face tonight.
Compared against this batter's own mark across every shape he has faced, so “done well” means well for him.
Descriptive — the model does not read it.
Hot Zones
by location · xwOBA on contact (excludes Ks/BBs, so runs higher than a full-PA xwOBA), dimmed cells are too few balls in play to trust
Overall vs RHP
0.449
94p
0.399
103p
0.491
70p
0.373
87p
0.495
150p
0.324
123p
0.331
63p
0.379
98p
0.256
133p
How Vaughn, Andrew handles each pitch
Reading these bars
One row per pitch this pitcher throws, ordered by usage. The bar is how this batter has performed against it; the dotted line is his own average from that hand.
Deeper red is better than his usual, deeper blue worse.
Faded rows have too little contact to trust — the count on the right is the sample behind the number.
vs RHP · ordered by usageNo tracked contact against this pitcher's pitches for this batter yet
Kirby, George's Arsenal, by Pitch Type
ordered by usage vs. a RHH batter
Matched by pitch name
Left: what the pitcher throws. Right: how this batter has done against that same pitch.
The right-hand columns count only pitches carrying the same label — a slider against a slider — thrown by pitchers with the same handedness.
That is precise but can leave a small sample. The table below groups by how a pitch actually moves instead.
| Pitch | Usage% | Velo | Vert Brk | Horz Brk | Spin | Allowed HR% | Allowed Hard-Hit% | Allowed xwOBA/con | Vaughn, Andrew: BA | Vaughn, Andrew: HR% | Vaughn, Andrew: Hard-Hit% | Vaughn, Andrew: Exit Velo | Vaughn, Andrew: xwOBA/con |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SI | 36% | 96.6 | 8.5" | -16.6" | 2292 | 2.7% | 42% | 0.352 | 0.200 | 2.0% | 44% | 90.9 | 0.320 |
| ST | 33% | 87.5 | -2.9" | 10.8" | 2384 | 1.3% | 41% | 0.381 | 0.242 | 0.0% | 23% | 85.1 | 0.310 |
| FF | 26% | 96.6 | 13.2" | -9.5" | 2275 | 4.8% | 43% | 0.444 | 0.286 | 5.4% | 60% | 94.3 | 0.436 |
| CH | 2% | 89.1 | 5.2" | -14.5" | 1537 | 0.320 | 0.0% | 33% | 83.0 | 0.430 | |||
| KC | 2% | 83.6 | -13.3" | 10.0" | 2389 | ||||||||
| FS | 1% | 86.5 | 2.7" | -12.8" | 939 | 0.059 | 0.0% | 14% | 80.9 | 0.236 | |||
| FC | 0% | 93.5 | 7.9" | -2.8" | 2310 | 0.306 | 5.6% | 42% | 91.5 | 0.334 |
Kirby, George's Arsenal, by Pitch Shape
grouped by velo/break/spin, not label
Why shape beats the label
The table above, grouped by how the pitch moves rather than what it is called.
Two pitchers can both say “slider” and throw very different pitches. Grouping by speed, break and spin pools everyone throwing something physically similar, so the sample is bigger and steadier.
| Shape (mostly) | Usage% | Velo | Vert Brk | Horz Brk | Allowed xwOBA/con | Vaughn, Andrew: BA | Vaughn, Andrew: HR% | Vaughn, Andrew: Hard-Hit% | Vaughn, Andrew: xwOBA/con |
|---|---|---|---|---|---|---|---|---|---|
| SI/FF/CH | 39% | 96.6 | 8.6" | -16.2" | 0.362 | 0.233 | 2.3% | 50% | 0.360 |
| SL/ST/CU | 20% | 87.3 | -2.9" | 10.2" | 0.423 | 0.163 | 2.3% | 38% | 0.297 |
| EP/FA/SL | 15% | 96.9 | 13.7" | -9.5" | 0.436 | ||||
| FF/SI/FC | 15% | 96.9 | 13.7" | -9.5" | 0.436 | 0.303 | 6.6% | 61% | 0.452 |
| ST/SL/CU | 10% | 87.5 | -3.7" | 12.4" | 0.344 | 0.262 | 1.5% | 30% | 0.331 |
| FF/SI/FC | 8% | 96.0 | 13.2" | -9.1" | 0.443 | 0.217 | 2.2% | 47% | 0.283 |
| FC/SL/FF | 2% | 89.0 | 1.9" | 9.4" | 0.286 | 5.4% | 39% | 0.386 | |
| CU/KC/ST | 2% | 84.6 | -12.4" | 9.8" | 0.118 | 5.9% | 42% | 0.485 | |
| CH/FS/FO | 2% | 87.7 | 3.6" | -12.2" | 0.143 | 0.0% | 6% | 0.170 | |
| CH/SI/FS | 1% | 89.3 | 5.7" | -15.6" | 0.222 | 0.0% | 43% | 0.491 |
At-Bat Log
Every plate appearance
One row per plate appearance, newest first. Strikeouts and walks included.
Expected stats say what a batted ball was worth given how hard and at what angle it was hit, whether or not it found a glove.
xBA is blank on strikeouts and walks — there is no batted ball to judge. xwOBA counts them.
79 PA · 30 games · 2026-07-09 to 2026-08-19
20 hits
8 walks
3 hit by pitch
15 strikeouts
33 outs in play
avg exit velo 90.8 mph over 53 tracked
xwOBA 0.360
| Date | Result | Count | Pitch | Velo | Exit Velo | Angle | Dist | Location | xBA | xSLG | xwOBA | Pitcher |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2026-08-19 | Walk | 3-2 | FF | 97.2 | — | — | — | — | — | — | 0.698 | Domínguez, Seranthony |
| 2026-08-19 | Single line drive | 1-2 | SI | 96.1 | 102.8 | 12° | 243 | RF gap | 0.960 | 1.231 | 0.947 | Bazardo, Eduard |
| 2026-08-19 | Strikeout swinging | 1-2 | ST | 82.0 | — | — | — | — | — | — | 0.000 | Gilbert, Logan |
| 2026-08-18 | Fielder's Choice ground ball | 3-2 | SI | 95.0 | 99.3 | 1° | 61 | Infield | 0.477 | 0.568 | 0.460 | Davila, Nick |
| 2026-08-16 | Single ground ball | 0-0 | FF | 92.4 | 101.4 | 5° | 95 | LF gap | 0.637 | 0.713 | 0.593 | Vesia, Alex |
| 2026-08-16 | Single line drive | 2-1 | FF | 96.5 | 111.6 | 14° | 264 | LF | 0.749 | 1.274 | 0.863 | Skubal, Tarik |
| 2026-08-16 | Out fly ball | 1-1 | FF | 96.5 | 86.4 | 59° | 199 | RF | 0.026 | 0.033 | 0.023 | Skubal, Tarik |
| 2026-08-15 | Strikeout swinging | 2-2 | FF | 95.5 | — | — | — | — | — | — | 0.000 | Wrobleski, Justin |
| 2026-08-15 | Single fly ball | 1-0 | FF | 97.2 | 71.3 | 35° | 239 | LF gap | 0.614 | 0.676 | 0.565 | Wrobleski, Justin |
| 2026-08-14 | Hit By Pitch | 3-2 | FF | 96.7 | — | — | — | — | — | — | 0.729 | Díaz, Edwin |
| 2026-08-14 | Reached On Error ground ball | 0-0 | SI | 95.8 | 97.8 | -29° | 4 | Infield | 0.067 | 0.073 | 0.060 | Yamamoto, Yoshinobu |
| 2026-08-14 | Out ground ball | 1-2 | FF | 97.7 | 86.0 | -5° | 26 | Infield | 0.158 | 0.175 | 0.148 | Yamamoto, Yoshinobu |
| 2026-08-13 | Walk | 3-2 | CH | 82.9 | — | — | — | — | — | — | 0.698 | Vesia, Alex |
| 2026-08-13 | Out fly ball | 3-2 | SI | 99.6 | 93.5 | 35° | 334 | CF | 0.057 | 0.162 | 0.092 | Henriquez, Edgardo |
| 2026-08-13 | Single ground ball | 1-2 | FF | 97.8 | 103.5 | 2° | 72 | RF gap | 0.514 | 0.578 | 0.479 | Sasaki, Roki |
| 2026-08-13 | Walk | 3-1 | FF | 95.9 | — | — | — | — | — | — | 0.698 | Sasaki, Roki |
| 2026-08-13 | Single line drive | 3-1 | FF | 97.5 | 98.9 | 15° | 255 | CF | 0.711 | 0.922 | 0.701 | Sasaki, Roki |
| 2026-08-12 | Strikeout looking | 2-2 | SI | 93.4 | — | — | — | — | — | — | 0.000 | Hart, Kyle |
| 2026-08-12 | Out ground ball | 2-2 | SI | 98.1 | 72.1 | -48° | 2 | Infield | 0.182 | 0.182 | 0.164 | Rodriguez, Bradgley |
| 2026-08-12 | Strikeout swinging | 1-2 | CH | 86.6 | — | — | — | — | — | — | 0.000 | Ray, Robbie |
| 2026-08-12 | Out popup | 3-2 | CH | 85.7 | 71.9 | 68° | 123 | RF corner | 0.001 | 0.001 | 0.000 | Ray, Robbie |
| 2026-08-11 | Single ground ball | 2-2 | CH | 91.7 | 66.3 | -46° | 1 | Infield | 0.179 | 0.179 | 0.161 | Canning, Griffin |
| 2026-08-11 | Double ground ball | 1-0 | SI | 95.5 | 67.1 | 1° | 37 | RF corner | 0.113 | 0.119 | 0.102 | Peralta, Wandy |
| 2026-08-10 | Out ground ball | 2-2 | FF | 102.7 | 53.3 | -37° | 3 | Infield | 0.140 | 0.140 | 0.126 | Miller, Mason |
| 2026-08-10 | Out ground ball | 2-2 | FS | 86.7 | 57.7 | -59° | 1 | Infield | 0.179 | 0.179 | 0.161 | Mize, Casey |
| 2026-08-10 | Out fly ball | 0-0 | SI | 93.1 | 82.0 | 55° | 215 | RF | 0.029 | 0.046 | 0.033 | Mize, Casey |
| 2026-08-10 | Strikeout swinging | 2-2 | FF | 93.5 | — | — | — | — | — | — | 0.000 | Mize, Casey |
| 2026-08-09 | Out ground ball | 1-2 | CH | 88.3 | 65.1 | -31° | 2 | Infield | 0.045 | 0.045 | 0.040 | Prielipp, Connor |
| 2026-08-08 | Single ground ball | 0-0 | FF | 95.2 | 93.0 | 6° | 118 | RF | 0.503 | 0.577 | 0.477 | Hoffman, Jeff |
| 2026-08-08 | Strikeout swinging | 1-2 | FC | 93.3 | — | — | — | — | — | — | 0.000 | Adams, Travis |
| 2026-08-08 | Single line drive | 2-0 | FF | 98.4 | 100.6 | 9° | 145 | LF | 0.660 | 0.749 | 0.614 | Bradley, Taj |
| 2026-08-08 | Strikeout swinging | 2-2 | FC | 90.1 | — | — | — | — | — | — | 0.000 | Bradley, Taj |
| 2026-08-06 | Strikeout swinging | 0-2 | FF | 91.4 | — | — | — | — | — | — | 0.000 | Yates, Kirby |
| 2026-08-06 | Out ground ball | 1-1 | SI | 95.2 | 80.1 | -15° | 9 | Infield | 0.049 | 0.049 | 0.044 | Ashcraft, Braxton |
| 2026-08-06 | Strikeout swinging | 1-2 | SI | 98.5 | — | — | — | — | — | — | 0.000 | Ashcraft, Braxton |
| 2026-08-05 | Walk | 3-1 | ST | 86.3 | — | — | — | — | — | — | 0.698 | Bachar, Lake |
| 2026-08-05 | Single ground ball | 1-2 | SI | 96.1 | 79.9 | 1° | 47 | RF | 0.169 | 0.209 | 0.164 | Skenes, Paul |
| 2026-08-05 | Out ground ball | 0-1 | SI | 96.9 | 102.4 | 2° | 73 | Infield | 0.540 | 0.640 | 0.515 | Skenes, Paul |
| 2026-08-04 | Strikeout swinging | 0-2 | ST | 85.5 | — | — | — | — | — | — | 0.000 | Ramírez, Yohan |
| 2026-08-04 | Walk | 3-0 | FC | 91.9 | — | — | — | — | — | — | 0.698 | Dotel, Wilber |
| 2026-08-04 | Home Run fly ball | 1-0 | FF | 96.9 | 107.1 | 31° | 417 | CF | 0.926 | 3.639 | 1.870 | Jones, Jared |
| 2026-08-03 | Strikeout swinging | 2-2 | FF | 98.3 | — | — | — | — | — | — | 0.000 | Chandler, Bubba |
| 2026-08-02 | Strikeout swinging | 0-2 | ST | 84.6 | — | — | — | — | — | — | 0.000 | Zeferjahn, Ryan |
| 2026-08-02 | Out ground ball | 1-2 | FF | 99.7 | 84.4 | 7° | 103 | Infield | 0.371 | 0.390 | 0.334 | Ureña, Walbert |
| 2026-08-02 | Strikeout looking | 1-2 | CH | 93.3 | — | — | — | — | — | — | 0.000 | Ureña, Walbert |
| 2026-08-01 | Walk | 3-2 | FF | 88.5 | — | — | — | — | — | — | 0.698 | Suter, Brent |
| 2026-07-29 | Hit By Pitch | 2-1 | FF | 94.3 | — | — | — | — | — | — | 0.729 | Winn, Keaton |
| 2026-07-28 | Force Out ground ball | 1-2 | SI | 95.1 | 96.8 | -13° | 11 | Infield | 0.198 | 0.209 | 0.178 | Foley, Jason |
| 2026-07-28 | Single ground ball | 3-2 | SI | 93.7 | 101.4 | 5° | 83 | CF | 0.637 | 0.713 | 0.593 | Brubaker, JT |
| 2026-07-28 | Hit By Pitch | 2-2 | SI | 93.5 | — | — | — | — | — | — | 0.729 | Brubaker, JT |
| 2026-07-28 | Out line drive | 3-2 | SI | 92.6 | 103.2 | 22° | 385 | CF | 0.629 | 1.595 | 0.927 | Roupp, Landen |
| 2026-07-27 | Out fly ball | 3-2 | FF | 95.8 | 99.0 | 44° | 328 | LF gap | 0.057 | 0.183 | 0.098 | Smith, Dylan |
| 2026-07-27 | Single line drive | 3-2 | FC | 89.8 | 96.8 | 18° | 290 | RF | 0.431 | 0.693 | 0.477 | Mahle, Tyler |
| 2026-07-27 | Walk | 3-1 | FC | 90.0 | — | — | — | — | — | — | 0.698 | Mahle, Tyler |
| 2026-07-26 | Home Run fly ball | 1-2 | FF | 92.8 | 103.9 | 28° | 404 | LF gap | 0.829 | 3.182 | 1.639 | Freeland, Kyle |
| 2026-07-26 | Out ground ball | 2-2 | FF | 92.3 | 99.7 | -14° | 9 | LF gap | 0.213 | 0.219 | 0.192 | Freeland, Kyle |
| 2026-07-26 | Out fly ball | 3-2 | FC | 89.0 | 94.8 | 46° | 301 | RF gap | 0.009 | 0.027 | 0.015 | Freeland, Kyle |
| 2026-07-24 | Single line drive | 1-0 | FF | 93.2 | 93.1 | 14° | 201 | LF gap | 0.969 | 1.094 | 0.904 | Romano, Jordan |
| 2026-07-22 | Strikeout swinging | 1-2 | ST | 81.5 | — | — | — | — | — | — | 0.000 | Duarte, Daniel |
| 2026-07-22 | Grounded Into DP ground ball | 3-2 | SI | 97.6 | 91.1 | -21° | 6 | Infield | 0.075 | 0.084 | 0.080 | Brazobán, Huascar |
| 2026-07-22 | Walk | 3-2 | FF | 94.5 | — | — | — | — | — | — | 0.698 | Scott, Christian |
| 2026-07-22 | Single line drive | 2-2 | ST | 83.1 | 81.5 | 22° | 245 | LF gap | 0.689 | 0.757 | 0.620 | Scott, Christian |
| 2026-07-21 | Out fly ball | 1-1 | FC | 89.3 | 90.0 | 33° | 342 | LF gap | 0.037 | 0.094 | 0.056 | Weaver, Luke |
| 2026-07-21 | Out fly ball | 2-2 | SI | 94.9 | 98.8 | 28° | 367 | RF gap | 0.451 | 1.437 | 0.780 | Thornton, Zac |
| 2026-07-21 | Grounded Into DP ground ball | 1-0 | SI | 93.1 | 81.1 | -9° | 14 | Infield | 0.102 | 0.133 | 0.095 | Thornton, Zac |
| 2026-07-20 | Double line drive | 3-2 | FF | 92.3 | 98.8 | 23° | 364 | RF | 0.357 | 0.813 | 0.487 | Curry, Xzavion |
| 2026-07-20 | Out line drive | 2-2 | CH | 87.7 | 84.5 | 23° | 308 | CF | 0.289 | 0.332 | 0.260 | Peralta, Freddy |
| 2026-07-20 | Home Run line drive | 0-0 | FF | 96.1 | 104.9 | 21° | 393 | LF gap | 0.720 | 1.864 | 1.077 | Peralta, Freddy |
| 2026-07-20 | Out fly ball | 1-1 | ST | 82.4 | 91.7 | 55° | 243 | RF gap | 0.011 | 0.019 | 0.015 | Peralta, Freddy |
| 2026-07-19 | Double Play line drive | 1-1 | FF | 100.6 | 100.9 | 5° | 103 | Infield | 0.637 | 0.713 | 0.593 | Pérez, Eury |
| 2026-07-19 | Single ground ball | 1-2 | CH | 92.0 | 103.0 | 0° | 56 | Infield | 0.454 | 0.482 | 0.410 | Pérez, Eury |
| 2026-07-19 | Strikeout swinging | 1-2 | FF | 98.4 | — | — | — | — | — | — | 0.000 | Pérez, Eury |
| 2026-07-17 | Out popup | 0-0 | FF | 97.4 | 87.1 | 73° | 86 | Infield | 0.006 | 0.006 | 0.006 | Fairbanks, Pete |
| 2026-07-12 | Out fly ball | 1-0 | FF | 89.1 | 101.4 | 23° | 386 | CF | 0.549 | 1.355 | 0.794 | Eisert, Brandon |
| 2026-07-12 | Out ground ball | 0-1 | FF | 98.6 | 96.9 | 2° | 70 | Infield | 0.480 | 0.536 | 0.449 | Kelly, Antwone |
| 2026-07-11 | Grounded Into DP ground ball | 1-0 | SI | 97.9 | 92.9 | -14° | 10 | Infield | 0.108 | 0.119 | 0.097 | Soto, Gregory |
| 2026-07-11 | Out fly ball | 3-2 | FF | 94.9 | 95.4 | 46° | 315 | CF | 0.009 | 0.027 | 0.015 | Mattson, Isaac |
| 2026-07-09 | Out fly ball | 1-0 | SI | 95.4 | 91.5 | 43° | 313 | LF gap | 0.006 | 0.015 | 0.007 | Pallante, Andre |
| 2026-07-09 | Out ground ball | 1-2 | SI | 94.9 | 98.6 | -23° | 6 | Infield | 0.108 | 0.108 | 0.097 | Pallante, Andre |