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.
Batter: Hamilton, David
Compact and level
Pitcher: Kirby, George (RHP)
filtered for today’s matchup
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1,696 pitches seen
·
0.313 xwOBA against shapes like this arsenal,
vs 0.299 against everything
(+0.015)
·
last 30 games: 0.334
+0.020
on 327 pitches, covering 41% 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
0.249
93p
0.307
87p
0.272
50p
0.331
107p
0.429
146p
0.291
98p
0.216
66p
0.255
119p
0.424
91p
How Hamilton, David 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 LHH 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 | Hamilton, David: BA | Hamilton, David: HR% | Hamilton, David: Hard-Hit% | Hamilton, David: Exit Velo | Hamilton, David: xwOBA/con |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FF | 31% | 96.2 | 13.6" | -9.7" | 2272 | 4.6% | 41% | 0.355 | 0.287 | 4.7% | 34% | 83.8 | 0.305 |
| ST | 25% | 86.9 | -3.6" | 11.1" | 2372 | 3.2% | 35% | 0.335 | 0.111 | 0.0% | 21% | 80.4 | 0.224 |
| KC | 18% | 84.1 | -13.1" | 9.4" | 2376 | 1.0% | 54% | 0.381 | |||||
| SI | 14% | 96.3 | 8.8" | -16.5" | 2257 | 4.5% | 49% | 0.374 | 0.333 | 5.1% | 47% | 86.2 | 0.410 |
| CH | 7% | 88.3 | 5.0" | -14.5" | 1526 | 5.4% | 39% | 0.361 | 0.140 | 1.8% | 17% | 79.2 | 0.287 |
| FC | 3% | 93.1 | 10.2" | -0.8" | 2335 | 0.0% | 36% | 0.329 | 0.324 | 0.0% | 22% | 75.4 | 0.277 |
| FS | 2% | 86.1 | 1.9" | -11.1" | 929 | 8.3% | 70% | 0.553 | 0.000 | 0.0% | 43% | 83.0 | 0.274 |
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 | Hamilton, David: BA | Hamilton, David: HR% | Hamilton, David: Hard-Hit% | Hamilton, David: xwOBA/con |
|---|---|---|---|---|---|---|---|---|---|
| SL/ST/CU | 19% | 86.5 | -4.4" | 10.0" | 0.369 | 0.308 | 0.0% | 11% | 0.271 |
| EP/FA/SL | 18% | 96.6 | 14.0" | -9.2" | 0.305 | ||||
| FF/SI/FC | 17% | 96.6 | 14.0" | -9.2" | 0.309 | 0.231 | 4.6% | 28% | 0.312 |
| SI/FF/CH | 17% | 96.3 | 9.2" | -15.7" | 0.362 | 0.312 | 0.0% | 40% | 0.367 |
| CU/KC/ST | 16% | 84.2 | -13.3" | 9.8" | 0.390 | 0.211 | 0.0% | 27% | 0.373 |
| FF/SI/FC | 12% | 95.5 | 13.5" | -9.0" | 0.431 | 0.345 | 7.3% | 45% | 0.317 |
| ST/SL/CU | 7% | 86.9 | -3.7" | 12.9" | 0.212 | 0.143 | 0.0% | 20% | 0.193 |
| CH/FS/FO | 6% | 87.3 | 3.6" | -12.9" | 0.373 | 0.156 | 2.2% | 37% | 0.316 |
| CH/SI/FS | 3% | 88.8 | 5.5" | -14.8" | 0.457 | 0.077 | 2.6% | 11% | 0.284 |
| FC/SL/FF | 2% | 91.2 | 6.6" | 3.4" | 0.182 | 0.0% | 22% | 0.250 |
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.
76 PA · 30 games · 2026-06-26 to 2026-08-18
18 hits
9 walks
13 strikeouts
36 outs in play
avg exit velo 80.9 mph over 54 tracked
xwOBA 0.292
| Date | Result | Count | Pitch | Velo | Exit Velo | Angle | Dist | Location | xBA | xSLG | xwOBA | Pitcher |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2026-08-18 | Single line drive | 3-2 | SI | 95.1 | 98.6 | 9° | 193 | LF gap | 0.617 | 0.674 | 0.564 | Davila, Nick |
| 2026-08-18 | Home Run fly ball | 1-0 | SI | 92.9 | 99.4 | 26° | 393 | RF gap | 0.483 | 1.434 | 0.788 | Simpson, Josh |
| 2026-08-18 | Single ground ball | 1-1 | FC | 91.0 | 77.7 | -3° | 24 | Infield | 0.122 | 0.137 | 0.110 | Miller, Bryce |
| 2026-08-18 | Force Out ground ball | 1-2 | ST | 81.7 | 85.6 | 0° | 51 | Infield | 0.292 | 0.319 | 0.263 | Miller, Bryce |
| 2026-08-14 | Out ground ball | 1-1 | ST | 85.9 | 81.7 | -2° | 29 | Infield | 0.209 | 0.240 | 0.203 | Phillips, Evan |
| 2026-08-14 | Single ground ball | 0-0 | FF | 95.1 | 23.0 | -6° | 10 | LF corner | 0.301 | 0.304 | 0.271 | Yamamoto, Yoshinobu |
| 2026-08-14 | Strikeout swinging | 0-2 | FS | 91.7 | — | — | — | — | — | — | 0.000 | Yamamoto, Yoshinobu |
| 2026-08-13 | Single line drive | 2-2 | FF | 96.1 | 100.6 | 14° | 282 | CF | 0.809 | 1.074 | 0.811 | Díaz, Edwin |
| 2026-08-13 | Strikeout swinging | 3-2 | FF | 93.0 | — | — | — | — | — | — | 0.000 | Dreyer, Jack |
| 2026-08-13 | Walk | 3-1 | FF | 98.0 | — | — | — | — | — | — | 0.698 | Sasaki, Roki |
| 2026-08-13 | Out ground ball | 1-2 | FS | 92.0 | 96.1 | -11° | 9 | RF gap | 0.242 | 0.265 | 0.218 | Sasaki, Roki |
| 2026-08-12 | Walk | 3-0 | FF | 101.8 | — | — | — | — | — | — | 0.698 | Miller, Mason |
| 2026-08-12 | Out line drive | 2-2 | FS | 82.6 | 73.9 | 13° | 133 | Infield | 0.374 | 0.387 | 0.337 | Estrada, Jeremiah |
| 2026-08-12 | Out ground ball | 0-1 | KC | 77.8 | 92.4 | -3° | 26 | RF corner | 0.304 | 0.324 | 0.274 | Ray, Robbie |
| 2026-08-11 | Out line drive | 0-0 | SI | 95.6 | 61.9 | 22° | 159 | Infield | 0.440 | 0.478 | 0.396 | Peralta, Wandy |
| 2026-08-10 | Out ground ball | 3-2 | FF | 90.9 | 79.9 | -9° | 17 | Infield | 0.126 | 0.157 | 0.118 | Matsui, Yuki |
| 2026-08-10 | Force Out ground ball | 0-1 | FS | 87.9 | 66.7 | -17° | 8 | Infield | 0.039 | 0.042 | 0.035 | Mize, Casey |
| 2026-08-09 | Strikeout swinging | 1-2 | ST | 83.5 | — | — | — | — | — | — | 0.000 | Funderburk, Kody |
| 2026-08-09 | Sac Bunt ground ball | 0-0 | FC | 89.2 | 29.3 | 5° | 24 | Infield | — | — | — | Minter, A.J. |
| 2026-08-08 | Strikeout swinging | 2-2 | SI | 95.2 | — | — | — | — | — | — | 0.000 | Funderburk, Kody |
| 2026-08-08 | Walk | 3-2 | FF | 98.1 | — | — | — | — | — | — | 0.698 | Bradley, Taj |
| 2026-08-07 | Double line drive | 0-1 | FF | 98.5 | 96.3 | 12° | 246 | LF gap | 0.934 | 1.113 | 0.900 | Morris, Andrew |
| 2026-08-07 | Single ground ball | 1-2 | FF | 95.4 | 99.7 | -15° | 10 | Infield | 0.193 | 0.210 | 0.181 | Matthews, Zebby |
| 2026-08-07 | Reached On Error ground ball | 1-2 | CH | 87.9 | 69.4 | -27° | 3 | Infield | 0.053 | 0.062 | 0.048 | Matthews, Zebby |
| 2026-08-06 | Strikeout swinging | 1-2 | ST | 84.1 | — | — | — | — | — | — | 0.000 | Soto, Gregory |
| 2026-08-06 | Walk | 3-1 | SI | 96.2 | — | — | — | — | — | — | 0.698 | Ashcraft, Braxton |
| 2026-08-05 | Out fly ball | 2-1 | FF | 93.1 | 83.1 | 60° | 207 | LF corner | 0.009 | 0.009 | 0.008 | Bachar, Lake |
| 2026-08-05 | Out fly ball | 1-2 | FF | 95.6 | 82.3 | 50° | 245 | CF | 0.037 | 0.065 | 0.046 | Skenes, Paul |
| 2026-08-05 | Strikeout swinging | 3-2 | FF | 97.7 | — | — | — | — | — | — | 0.000 | Skenes, Paul |
| 2026-08-04 | Out fly ball | 0-0 | FF | 91.3 | 97.8 | 52° | 284 | RF gap | 0.009 | 0.015 | 0.010 | Yates, Kirby |
| 2026-08-04 | Strikeout swinging | 3-2 | FC | 90.6 | — | — | — | — | — | — | 0.000 | Dotel, Wilber |
| 2026-08-04 | Single ground ball | 0-0 | CH | 91.9 | 25.5 | 4° | 16 | RF corner | 0.304 | 0.307 | 0.274 | Jones, Jared |
| 2026-08-04 | Out line drive | 1-2 | FF | 98.0 | 82.9 | 27° | 301 | CF | 0.117 | 0.180 | 0.124 | Jones, Jared |
| 2026-08-03 | Single line drive | 1-2 | CH | 94.6 | 88.7 | 12° | 233 | CF | 0.783 | 0.908 | 0.751 | Chandler, Bubba |
| 2026-08-03 | Out line drive | 0-1 | CH | 90.3 | 81.3 | 23° | 281 | RF gap | 0.531 | 0.624 | 0.490 | Chandler, Bubba |
| 2026-08-02 | Walk | 3-0 | CH | 93.7 | — | — | — | — | — | — | 0.698 | Bachman, Sam |
| 2026-08-02 | Out line drive | 0-1 | SI | 97.3 | 98.4 | 18° | 321 | LF gap | 0.380 | 0.597 | 0.408 | Ureña, Walbert |
| 2026-08-02 | Walk | 3-0 | FF | 98.1 | — | — | — | — | — | — | 0.698 | Ureña, Walbert |
| 2026-07-31 | Force Out ground ball | 2-1 | SI | 97.1 | 80.0 | 3° | 73 | Infield | 0.254 | 0.297 | 0.236 | Bachman, Sam |
| 2026-07-31 | Out fly ball | 2-0 | FF | 95.7 | 88.2 | 34° | 311 | LF gap | 0.023 | 0.050 | 0.030 | Murphy, Luke |
| 2026-07-31 | Out line drive | 1-2 | ST | 80.6 | 84.4 | 28° | 291 | LF gap | 0.083 | 0.135 | 0.086 | Johnson, Ryan |
| 2026-07-31 | Out fly ball | 3-1 | FC | 88.2 | 93.8 | 42° | 329 | CF | 0.014 | 0.038 | 0.021 | Johnson, Ryan |
| 2026-07-29 | Out ground ball | 1-2 | CH | 85.2 | 91.3 | -17° | 7 | Infield | 0.140 | 0.163 | 0.133 | Webb, Logan |
| 2026-07-29 | Single ground ball | 2-2 | FC | 88.1 | 92.7 | 3° | 74 | RF | 0.480 | 0.552 | 0.466 | Webb, Logan |
| 2026-07-28 | Out ground ball | 3-2 | CH | 86.6 | 84.9 | 5° | 76 | Infield | 0.389 | 0.443 | 0.368 | Brubaker, JT |
| 2026-07-28 | Walk | 3-1 | SI | 91.9 | — | — | — | — | — | — | 0.698 | Roupp, Landen |
| 2026-07-28 | Sac Bunt ground ball | 0-1 | CH | 87.0 | 29.1 | -58° | 1 | RF corner | — | — | — | Roupp, Landen |
| 2026-07-25 | Strikeout swinging | 2-2 | CH | 84.8 | — | — | — | — | — | — | 0.000 | Gordon, Tanner |
| 2026-07-25 | Single line drive | 1-2 | FF | 98.3 | 74.1 | 18° | 182 | LF gap | 0.929 | 1.021 | 0.864 | Mejia, Juan |
| 2026-07-25 | Strikeout swinging | 1-2 | CH | 86.2 | — | — | — | — | — | — | 0.000 | Feltner, Ryan |
| 2026-07-25 | Out fly ball | 1-0 | FF | 94.9 | 97.9 | 33° | 374 | RF gap | 0.220 | 0.806 | 0.423 | Feltner, Ryan |
| 2026-07-24 | Out ground ball | 2-2 | FF | 98.9 | 100.1 | -14° | 10 | Infield | 0.273 | 0.285 | 0.246 | Vodnik, Victor |
| 2026-07-24 | Strikeout swinging | 1-2 | SI | 92.8 | — | — | — | — | — | — | 0.000 | Sugano, Tomoyuki |
| 2026-07-24 | Out popup | 1-1 | FC | 88.2 | 69.3 | 78° | 70 | LF corner | 0.009 | 0.010 | 0.009 | Sugano, Tomoyuki |
| 2026-07-06 | Double line drive | 3-2 | FF | 94.8 | 96.6 | 23° | 355 | RF gap | 0.266 | 0.565 | 0.349 | Fernandez, Ryan |
| 2026-07-06 | Single ground ball | 3-2 | FC | 94.7 | 104.6 | 3° | 82 | RF | 0.554 | 0.610 | 0.505 | May, Dustin |
| 2026-07-06 | Strikeout swinging | 3-2 | FC | 94.6 | — | — | — | — | — | — | 0.000 | May, Dustin |
| 2026-07-05 | Out ground ball | 2-1 | FC | 87.4 | 84.2 | -39° | 3 | RF corner | 0.066 | 0.069 | 0.063 | Rodriguez, Eduardo |
| 2026-07-05 | Out line drive | 3-2 | FF | 92.1 | 82.1 | 13° | 177 | CF | 0.649 | 0.754 | 0.622 | Rodriguez, Eduardo |
| 2026-07-03 | Single ground ball | 3-2 | FF | 96.1 | 98.8 | -1° | 47 | Infield | 0.475 | 0.525 | 0.428 | Ginkel, Kevin |
| 2026-07-03 | Walk | 3-0 | FF | 90.8 | — | — | — | — | — | — | 0.698 | Cabrera, Jose |
| 2026-07-03 | Strikeout looking | 3-2 | FC | 87.7 | — | — | — | — | — | — | 0.000 | Cabrera, Jose |
| 2026-07-02 | Strikeout looking | 2-2 | FF | 99.4 | — | — | — | — | — | — | 0.000 | Burns, Chase |
| 2026-07-02 | Single ground ball | 1-1 | FF | 96.6 | 97.0 | -7° | 22 | Infield | 0.267 | 0.302 | 0.247 | Burns, Chase |
| 2026-06-30 | Out ground ball | 2-2 | ST | 81.6 | 83.5 | -3° | 24 | RF corner | 0.183 | 0.206 | 0.166 | Garcia, Julian |
| 2026-06-30 | Out line drive | 0-1 | SI | 93.4 | 75.6 | 9° | 117 | Infield | 0.266 | 0.266 | 0.239 | Ferguson, Caleb |
| 2026-06-30 | Sac Bunt ground ball | 0-1 | FF | 93.0 | 6.4 | -68° | 1 | RF corner | — | — | — | Lowder, Rhett |
| 2026-06-29 | Sac Bunt ground ball | 0-0 | SI | 90.9 | 36.0 | -61° | 2 | RF corner | — | — | — | Moll, Sam |
| 2026-06-29 | Out fly ball | 3-2 | SI | 96.4 | 94.0 | 31° | 368 | CF | 0.129 | 0.421 | 0.231 | Petty, Chase |
| 2026-06-28 | Out ground ball | 0-2 | CH | 87.3 | 96.6 | -37° | 2 | Infield | 0.072 | 0.081 | 0.065 | Wilson, Bryse |
| 2026-06-28 | Single ground ball | 1-2 | FF | 95.1 | 94.9 | -4° | 29 | Infield | 0.338 | 0.369 | 0.304 | Wilson, Bryse |
| 2026-06-27 | Walk | 3-1 | FF | 93.2 | — | — | — | — | — | — | 0.698 | Thornton, Trent |
| 2026-06-26 | Out fly ball | 0-1 | FF | 95.9 | 86.9 | 57° | 216 | LF | 0.011 | 0.013 | 0.010 | Murray, Jayden |
| 2026-06-26 | Triple fly ball | 0-2 | FC | 92.5 | 90.6 | 27° | 302 | LF corner | 0.091 | 0.189 | 0.118 | Roberts, Ethan |
| 2026-06-26 | Single line drive | 1-1 | CH | 87.7 | 94.8 | 11° | 221 | RF gap | 0.834 | 0.967 | 0.802 | Rea, Colin |
| 2026-06-26 | Out ground ball | 1-1 | FF | 93.8 | 90.6 | -43° | 2 | Infield | 0.101 | 0.107 | 0.091 | Rea, Colin |