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: Crow-Armstrong, Pete
Long and lofted (2)
Pitcher: Dobbins, Hunter (RHP)
filtered for today’s matchup
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3,135 pitches seen
·
0.460 xwOBA against shapes like this arsenal,
vs 0.422 against everything
(+0.039)
·
last 30 games: 0.518
+0.058
on 429 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
0.409
167p
0.366
164p
0.265
92p
0.506
193p
0.525
198p
0.395
128p
0.460
149p
0.467
198p
0.415
115p
How Crow-Armstrong, Pete 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
Dobbins, Hunter'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 | Crow-Armstrong, Pete: BA | Crow-Armstrong, Pete: HR% | Crow-Armstrong, Pete: Hard-Hit% | Crow-Armstrong, Pete: Exit Velo | Crow-Armstrong, Pete: xwOBA/con |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FF | 40% | 95.2 | 14.3" | -1.2" | 2376 | 2.3% | 44% | 0.372 | 0.218 | 7.3% | 51% | 90.7 | 0.450 |
| SL | 18% | 87.8 | 1.8" | 6.0" | 2602 | 2.5% | 52% | 0.412 | 0.284 | 9.5% | 48% | 90.7 | 0.410 |
| CU | 18% | 78.9 | -11.2" | 6.9" | 2526 | 4.4% | 27% | 0.383 | 0.324 | 5.9% | 43% | 89.5 | 0.480 |
| FS | 18% | 89.2 | 4.6" | -13.2" | 1858 | 2.9% | 32% | 0.249 | 0.259 | 6.9% | 46% | 89.0 | 0.422 |
| ST | 6% | 81.3 | 1.1" | 16.4" | 2662 | 0.0% | 20% | 0.112 | 0.316 | 5.3% | 35% | 87.7 | 0.567 |
| SI | 1% | 93.8 | 9.3" | -10.4" | 2288 | 0.260 | 6.0% | 49% | 90.7 | 0.443 |
Dobbins, Hunter'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 | Crow-Armstrong, Pete: BA | Crow-Armstrong, Pete: HR% | Crow-Armstrong, Pete: Hard-Hit% | Crow-Armstrong, Pete: xwOBA/con |
|---|---|---|---|---|---|---|---|---|---|
| EP/FA/SL | 26% | 95.8 | 15.2" | -1.9" | 0.352 | ||||
| FF/SI/FC | 26% | 95.8 | 15.2" | -1.9" | 0.352 | 0.230 | 8.6% | 52% | 0.480 |
| CU/KC/ST | 18% | 78.9 | -11.2" | 6.9" | 0.383 | 0.356 | 5.5% | 51% | 0.560 |
| FC/SL/FF | 17% | 90.4 | 5.5" | 4.3" | 0.368 | 0.279 | 9.3% | 43% | 0.417 |
| ST/SL/CU | 12% | 84.1 | 0.8" | 11.6" | 0.317 | 0.255 | 7.3% | 39% | 0.416 |
| FF/SI/FC | 8% | 94.1 | 14.0" | -2.6" | 0.382 | 0.286 | 7.1% | 51% | 0.450 |
| CH/SI/FS | 8% | 88.3 | 4.8" | -13.7" | 0.148 | 0.297 | 1.7% | 42% | 0.391 |
| CH/FS/FO | 6% | 90.4 | 4.0" | -12.2" | 0.191 | 0.250 | 5.0% | 52% | 0.440 |
| SI/FF/CH | 4% | 90.4 | 5.3" | -14.3" | 0.426 | 0.217 | 4.3% | 52% | 0.405 |
| SL/ST/CU | 2% | 85.2 | 0.1" | 5.2" | 0.283 | 6.5% | 40% | 0.439 |
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.
107 PA · 30 games · 2026-07-19 to 2026-08-19
24 hits
13 walks
1 hit by pitch
36 strikeouts
33 outs in play
avg exit velo 92.0 mph over 57 tracked
xwOBA 0.329
| Date | Result | Count | Pitch | Velo | Exit Velo | Angle | Dist | Location | xBA | xSLG | xwOBA | Pitcher |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2026-08-19 | Out popup | 0-0 | CU | 82.1 | 95.6 | 64° | 107 | RF corner | 0.014 | 0.019 | 0.014 | Taylor, Grant |
| 2026-08-19 | Double Play line drive | 0-1 | FF | 93.0 | 93.0 | 21° | 298 | RF | 0.243 | 0.397 | 0.268 | Urquidy, José |
| 2026-08-19 | Strikeout swinging | 0-2 | CU | 80.3 | — | — | — | — | — | — | 0.000 | Urquidy, José |
| 2026-08-19 | Out fly ball | 1-2 | FF | 96.8 | 96.7 | 40° | 306 | CF | 0.086 | 0.312 | 0.166 | Newcomb, Sean |
| 2026-08-18 | Strikeout swinging | 2-2 | FF | 97.8 | — | — | — | — | — | — | 0.000 | Taylor, Grant |
| 2026-08-18 | Home Run fly ball | 2-1 | FF | 90.9 | 95.8 | 39° | 379 | RF gap | 0.086 | 0.332 | 0.175 | Hudson, Bryan |
| 2026-08-17 | Home Run fly ball | 2-1 | SL | 81.9 | 98.7 | 30° | 391 | RF | 0.437 | 1.574 | 0.828 | Smith, Hagen |
| 2026-08-17 | Walk | 3-0 | SI | 92.2 | — | — | — | — | — | — | 0.698 | Schweitzer, Tyler |
| 2026-08-17 | Strikeout looking | 2-2 | SI | 96.5 | — | — | — | — | — | — | 0.000 | Castillo, Luis |
| 2026-08-17 | Home Run fly ball | 0-0 | FF | 94.9 | 101.2 | 28° | 376 | RF corner | 0.603 | 2.194 | 1.151 | Castillo, Luis |
| 2026-08-16 | Strikeout looking | 1-2 | SI | 91.8 | — | — | — | — | — | — | 0.000 | Ferguson, Caleb |
| 2026-08-16 | Strikeout looking | 2-2 | FF | 95.1 | — | — | — | — | — | — | 0.000 | Dobbins, Hunter |
| 2026-08-16 | Home Run fly ball | 0-0 | FF | 94.0 | 110.3 | 22° | 408 | RF | 0.954 | 3.411 | 1.787 | Dobbins, Hunter |
| 2026-08-16 | Strikeout swinging | 1-2 | FS | 89.0 | — | — | — | — | — | — | 0.000 | Dobbins, Hunter |
| 2026-08-15 | Out fly ball | 2-2 | ST | 79.9 | 85.9 | 37° | 291 | CF | 0.017 | 0.034 | 0.023 | Bruihl, Justin |
| 2026-08-14 | Out fly ball | 1-2 | CU | 81.8 | 94.8 | 38° | 325 | LF gap | 0.066 | 0.234 | 0.118 | Strzelecki, Peter |
| 2026-08-14 | Out ground ball | 3-2 | FF | 94.8 | 102.4 | -6° | 19 | Infield | 0.366 | 0.388 | 0.338 | Liberatore, Matthew |
| 2026-08-14 | Out fly ball | 0-1 | FF | 93.9 | 97.1 | 51° | 255 | LF gap | 0.006 | 0.008 | 0.005 | Liberatore, Matthew |
| 2026-08-13 | Strikeout swinging | 2-2 | FF | 98.6 | — | — | — | — | — | — | 0.000 | Beeter, Clayton |
| 2026-08-13 | Strikeout swinging | 3-2 | ST | 88.6 | — | — | — | — | — | — | 0.000 | Cavalli, Cade |
| 2026-08-13 | Out fly ball | 0-0 | FF | 98.0 | 101.0 | 59° | 242 | RF | 0.023 | 0.039 | 0.028 | Cavalli, Cade |
| 2026-08-12 | Out ground ball | 0-2 | FF | 89.2 | 74.1 | 4° | 63 | Infield | 0.242 | 0.281 | 0.229 | Williams, Trevor |
| 2026-08-12 | Out line drive | 0-2 | FF | 90.0 | 88.4 | 22° | 302 | LF gap | 0.294 | 0.422 | 0.297 | Williams, Trevor |
| 2026-08-12 | Strikeout looking | 3-2 | ST | 72.8 | — | — | — | — | — | — | 0.000 | Cosgrove, Tom |
| 2026-08-12 | Double line drive | 1-0 | SL | 87.0 | 86.8 | 20° | 276 | RF | 0.603 | 0.699 | 0.564 | Kent, Jackson |
| 2026-08-12 | Strikeout swinging | 1-2 | SL | 86.2 | — | — | — | — | — | — | 0.000 | Kent, Jackson |
| 2026-08-12 | Strikeout looking | 2-2 | FF | 95.8 | — | — | — | — | — | — | 0.000 | Kent, Jackson |
| 2026-08-11 | Out fly ball | 2-2 | FF | 95.5 | 91.1 | 34° | 319 | LF | 0.029 | 0.063 | 0.035 | Mikolas, Miles |
| 2026-08-11 | Out popup | 2-2 | SL | 88.6 | 71.2 | 52° | 191 | RF gap | 0.146 | 0.193 | 0.144 | Kranick, Max |
| 2026-08-11 | Strikeout swinging | 0-2 | FF | 87.2 | — | — | — | — | — | — | 0.000 | Cosgrove, Tom |
| 2026-08-11 | Home Run fly ball | 3-2 | FF | 94.6 | 111.5 | 28° | 437 | — | 1.000 | 4.000 | 2.000 | Irvin, Jake |
| 2026-08-11 | Out popup | 3-1 | FF | 94.9 | 74.7 | 67° | 132 | LF corner | 0.001 | 0.001 | 0.000 | Irvin, Jake |
| 2026-08-09 | Double fly ball | 0-2 | CU | 81.3 | 99.2 | 27° | 361 | LF gap | 0.489 | 1.583 | 0.860 | McGee, Easton |
| 2026-08-09 | Force Out ground ball | 1-2 | FF | 91.9 | 93.3 | 8° | 123 | Infield | 0.557 | 0.625 | 0.512 | Dobnak, Randy |
| 2026-08-09 | Strikeout looking | 3-2 | ST | 82.3 | — | — | — | — | — | — | 0.000 | Dobnak, Randy |
| 2026-08-09 | Strikeout swinging | 0-2 | FF | 91.0 | — | — | — | — | — | — | 0.000 | Dobnak, Randy |
| 2026-08-08 | Strikeout swinging | 0-2 | CU | 81.6 | — | — | — | — | — | — | 0.000 | Pearson, Nate |
| 2026-08-08 | Walk | 3-2 | FF | 95.3 | — | — | — | — | — | — | 0.698 | Schreiber, John |
| 2026-08-08 | Walk | 3-0 | FF | 91.0 | — | — | — | — | — | — | 0.698 | Lugo, Seth |
| 2026-08-07 | Walk | 3-0 | FF | 93.1 | — | — | — | — | — | — | 0.698 | Black, Mason |
| 2026-08-07 | Walk | 3-0 | FF | 94.5 | — | — | — | — | — | — | 0.698 | Black, Mason |
| 2026-08-07 | Single ground ball | 0-0 | SL | 86.7 | 86.2 | -6° | 16 | RF | 0.172 | 0.201 | 0.155 | Lynch IV, Daniel |
| 2026-08-07 | Strikeout swinging | 1-2 | SL | 88.7 | — | — | — | — | — | — | 0.000 | Lynch IV, Daniel |
| 2026-08-06 | Strikeout looking | 2-2 | SL | 88.4 | — | — | — | — | — | — | 0.000 | Cease, Dylan |
| 2026-08-06 | Out fly ball | 1-2 | SL | 85.7 | 93.2 | 51° | 252 | RF | 0.009 | 0.020 | 0.013 | Cease, Dylan |
| 2026-08-05 | Out popup | 0-0 | FF | 98.6 | 80.0 | 76° | 75 | Infield | 0.009 | 0.013 | 0.011 | Hernández, Jonathan |
| 2026-08-05 | Strikeout swinging | 0-2 | FF | 101.5 | — | — | — | — | — | — | 0.000 | Henriquez, Edgardo |
| 2026-08-05 | Home Run fly ball | 1-1 | FF | 91.6 | 104.4 | 37° | 405 | RF | 0.526 | 2.020 | 1.034 | Lauer, Eric |
| 2026-08-05 | Double fly ball | 1-2 | SL | 84.3 | 97.7 | 25° | 353 | RF | 0.397 | 0.992 | 0.578 | Lauer, Eric |
| 2026-08-05 | Home Run fly ball | 0-0 | FF | 90.2 | 101.5 | 27° | 420 | RF gap | 0.651 | 2.224 | 1.179 | Lauer, Eric |
| 2026-08-04 | Single line drive | 1-0 | FF | 94.1 | 93.0 | 14° | 236 | RF gap | 0.969 | 1.094 | 0.904 | Vesia, Alex |
| 2026-08-04 | Strikeout swinging | 1-2 | FF | 99.3 | — | — | — | — | — | — | 0.000 | Skubal, Tarik |
| 2026-08-04 | Single line drive | 2-1 | SI | 98.0 | 73.3 | 16° | 165 | RF | 0.637 | 0.650 | 0.573 | Skubal, Tarik |
| 2026-08-04 | Strikeout looking | 2-2 | SI | 99.1 | — | — | — | — | — | — | 0.000 | Skubal, Tarik |
| 2026-08-03 | Out fly ball | 2-2 | FF | 96.6 | 100.0 | 54° | 257 | RF gap | 0.009 | 0.015 | 0.009 | Hernández, Jonathan |
| 2026-08-03 | Walk | 3-2 | FF | 101.3 | — | — | — | — | — | — | 0.698 | Henriquez, Edgardo |
| 2026-08-03 | Out fly ball | 2-2 | SL | 86.5 | 96.4 | 27° | 364 | CF | 0.280 | 0.793 | 0.451 | Wrobleski, Justin |
| 2026-08-03 | Strikeout swinging | 0-2 | FF | 96.8 | — | — | — | — | — | — | 0.000 | Wrobleski, Justin |
| 2026-08-03 | Single line drive | 2-2 | ST | 85.9 | 107.6 | 13° | 271 | RF gap | 0.831 | 1.158 | 0.842 | Wrobleski, Justin |
| 2026-08-02 | Walk | 3-2 | CU | 81.5 | — | — | — | — | — | — | 0.698 | Blackburn, Paul |
| 2026-08-02 | Walk | 3-2 | FF | 97.6 | — | — | — | — | — | — | 0.698 | Cole, Gerrit |
| 2026-08-02 | Walk | 3-2 | SL | 91.3 | — | — | — | — | — | — | 0.698 | Cole, Gerrit |
| 2026-08-01 | Triple line drive | 2-2 | SL | 84.1 | 85.4 | 20° | 232 | RF | 0.651 | 0.756 | 0.609 | Headrick, Brent |
| 2026-08-01 | Out fly ball | 0-1 | ST | 82.1 | 96.4 | 40° | 311 | RF gap | 0.066 | 0.234 | 0.124 | Fried, Max |
| 2026-08-01 | Walk | 3-2 | SI | 94.3 | — | — | — | — | — | — | 0.698 | Fried, Max |
| 2026-07-31 | Out fly ball | 1-1 | FS | 91.7 | 86.5 | 46° | 279 | LF gap | 0.006 | 0.011 | 0.007 | Bednar, David |
| 2026-07-31 | Strikeout looking | 3-2 | FF | 94.6 | — | — | — | — | — | — | 0.000 | Warren, Will |
| 2026-07-31 | Out ground ball | 3-2 | CU | 82.8 | 98.9 | 1° | 54 | Infield | 0.477 | 0.568 | 0.460 | Warren, Will |
| 2026-07-30 | Out line drive | 3-2 | SI | 98.3 | 101.3 | 17° | 310 | LF gap | 0.486 | 0.837 | 0.557 | O'Brien, Riley |
| 2026-07-30 | Strikeout swinging | 3-2 | FF | 97.4 | — | — | — | — | — | — | 0.000 | Soriano, George |
| 2026-07-30 | Double line drive | 1-0 | FF | 95.8 | 99.3 | 11° | 175 | RF corner | 0.900 | 1.053 | 0.855 | Pallante, Andre |
| 2026-07-29 | Out ground ball | 2-2 | SI | 90.1 | 63.9 | -42° | 3 | Infield | 0.190 | 0.198 | 0.171 | Bruihl, Justin |
| 2026-07-29 | Out fly ball | 1-1 | ST | 86.1 | 97.2 | 35° | 351 | CF | 0.174 | 0.607 | 0.317 | May, Dustin |
| 2026-07-29 | Out fly ball | 3-1 | FF | 97.4 | 96.7 | 49° | 287 | CF | 0.003 | 0.008 | 0.004 | May, Dustin |
| 2026-07-28 | Strikeout looking | 1-2 | SI | 92.7 | — | — | — | — | — | — | 0.000 | Strzelecki, Peter |
| 2026-07-28 | Strikeout looking | 2-2 | SI | 90.2 | — | — | — | — | — | — | 0.000 | Bruihl, Justin |
| 2026-07-28 | Strikeout swinging | 2-2 | CU | 82.1 | — | — | — | — | — | — | 0.000 | McGreevy, Michael |
| 2026-07-27 | Strikeout swinging | 2-2 | CU | 79.2 | — | — | — | — | — | — | 0.000 | Dobbins, Hunter |
| 2026-07-27 | Strikeout swinging | 2-2 | CU | 80.5 | — | — | — | — | — | — | 0.000 | Dobbins, Hunter |
| 2026-07-27 | Out popup | 0-0 | FF | 94.8 | 101.1 | 63° | 204 | RF gap | 0.009 | 0.009 | 0.008 | Liberatore, Matthew |
| 2026-07-27 | Walk | 3-2 | SL | 86.3 | — | — | — | — | — | — | 0.698 | Liberatore, Matthew |
| 2026-07-26 | Strikeout swinging | 1-2 | FF | 98.8 | — | — | — | — | — | — | 0.000 | Montgomery, Mason |
| 2026-07-26 | Out ground ball | 0-0 | FS | 84.9 | 83.6 | -4° | 17 | RF corner | 0.164 | 0.181 | 0.148 | Mlodzinski, Carmen |
| 2026-07-26 | Triple fly ball | 2-2 | FF | 97.1 | 96.1 | 40° | 338 | RF | 0.066 | 0.234 | 0.124 | Ashcraft, Braxton |
| 2026-07-26 | Strikeout swinging | 0-2 | CU | 86.2 | — | — | — | — | — | — | 0.000 | Ashcraft, Braxton |
| 2026-07-26 | Out line drive | 3-1 | CU | 85.4 | 53.8 | 23° | 140 | Infield | 0.214 | 0.249 | 0.206 | Ashcraft, Braxton |
| 2026-07-25 | Double line drive | 2-2 | FF | 95.0 | 106.4 | 15° | 276 | RF gap | 0.683 | 1.102 | 0.755 | Mattson, Isaac |
| 2026-07-25 | Strikeout looking | 3-2 | FF | 96.6 | — | — | — | — | — | — | 0.000 | Skenes, Paul |
| 2026-07-25 | Single popup | 0-1 | FS | 92.2 | 62.3 | 33° | 180 | LF | 0.577 | 0.605 | 0.519 | Skenes, Paul |
| 2026-07-24 | Strikeout looking | 3-2 | FF | 99.9 | — | — | — | — | — | — | 0.000 | Montgomery, Mason |
| 2026-07-24 | Home Run fly ball | 3-1 | SL | 88.8 | 100.6 | 36° | 375 | RF | 0.397 | 1.496 | 0.776 | Jones, Jared |
| 2026-07-24 | Double fly ball | 0-0 | FF | 98.9 | 100.3 | 27° | 408 | CF | 0.511 | 1.610 | 0.871 | Jones, Jared |
| 2026-07-24 | Strikeout swinging | 3-2 | SL | 92.8 | — | — | — | — | — | — | 0.000 | Jones, Jared |
| 2026-07-22 | Hit By Pitch | 2-2 | SL | 85.6 | — | — | — | — | — | — | 0.729 | Finnegan, Kyle |
| 2026-07-22 | Strikeout swinging | 0-2 | SL | 87.0 | — | — | — | — | — | — | 0.000 | Montero, Keider |
| 2026-07-22 | Strikeout looking | 2-2 | FF | 94.5 | — | — | — | — | — | — | 0.000 | Montero, Keider |
| 2026-07-21 | Walk | 3-2 | FF | 95.8 | — | — | — | — | — | — | 0.698 | Hanifee, Brenan |
| 2026-07-21 | Single line drive | 3-2 | FF | 93.2 | 93.9 | 14° | 191 | RF | 0.980 | 1.153 | 0.931 | Madden, Ty |
| 2026-07-21 | Walk | 3-2 | SI | 92.3 | — | — | — | — | — | — | 0.698 | Valdez, Framber |
| 2026-07-21 | Triple line drive | 2-1 | SI | 93.8 | 81.8 | 17° | 212 | RF | 0.983 | 1.114 | 0.916 | Valdez, Framber |
| 2026-07-20 | Out line drive | 1-1 | FF | 94.7 | 99.7 | 21° | 323 | RF | 0.360 | 0.759 | 0.464 | Waguespack, Jacob |
| 2026-07-20 | Out ground ball | 1-2 | SI | 95.9 | 59.3 | -6° | 19 | Infield | 0.083 | 0.094 | 0.075 | Sommers, Drew |
| 2026-07-20 | Out popup | 0-0 | FF | 92.6 | 91.3 | 70° | 155 | Infield | 0.003 | 0.003 | 0.003 | Flaherty, Jack |
| 2026-07-20 | Out line drive | 2-2 | FF | 93.2 | 92.9 | 9° | 172 | LF gap | 0.629 | 0.674 | 0.568 | Flaherty, Jack |
| 2026-07-19 | Double line drive | 2-0 | FF | 95.1 | 106.6 | 17° | 356 | LF gap | 0.551 | 1.075 | 0.684 | Matthews, Zebby |
| 2026-07-19 | Strikeout looking | 2-2 | FF | 96.0 | — | — | — | — | — | — | 0.000 | Matthews, Zebby |
| 2026-07-19 | Out popup | 0-0 | FF | 95.4 | 94.1 | 63° | 158 | Infield | 0.009 | 0.015 | 0.010 | Matthews, Zebby |