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.
2,768 pitches seen
·
0.328 xwOBA against shapes like this arsenal,
vs 0.299 against everything
(+0.029)
·
last 30 games: 0.267
-0.060
on 349 pitches, covering 43% 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
0.290
149p
0.315
162p
0.193
110p
0.404
167p
0.301
234p
0.181
140p
0.382
127p
0.455
156p
0.207
108p
How Mullins, Cedric 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
Bieber, Shane'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 | Mullins, Cedric: BA | Mullins, Cedric: HR% | Mullins, Cedric: Hard-Hit% | Mullins, Cedric: Exit Velo | Mullins, Cedric: xwOBA/con |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FF | 37% | 92.4 | 17.4" | -10.8" | 2383 | 7.4% | 45% | 0.417 | 0.228 | 5.4% | 41% | 86.9 | 0.316 |
| KC | 23% | 82.6 | -11.9" | 6.6" | 2513 | 2.0% | 64% | 0.401 | 0.333 | 11.1% | |||
| CH | 23% | 88.4 | 0.6" | -12.5" | 1411 | 4.8% | 53% | 0.321 | 0.214 | 3.6% | 37% | 85.4 | 0.378 |
| FC | 11% | 87.5 | 8.0" | 1.5" | 2567 | 7.7% | 38% | 0.436 | 0.200 | 0.0% | 24% | 83.7 | 0.222 |
| SL | 5% | 85.2 | -1.3" | 0.6" | 2586 | 0.0% | 60% | 0.403 | 0.121 | 6.9% | 37% | 85.2 | 0.277 |
| SI | 1% | 92.4 | 12.2" | -16.1" | 2290 | 0.188 | 3.8% | 38% | 88.6 | 0.310 |
Bieber, Shane'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 | Mullins, Cedric: BA | Mullins, Cedric: HR% | Mullins, Cedric: Hard-Hit% | Mullins, Cedric: xwOBA/con |
|---|---|---|---|---|---|---|---|---|---|
| FF/SI/FC | 21% | 92.1 | 16.7" | -10.9" | 0.379 | 0.284 | 4.6% | 35% | 0.324 |
| CU/KC/ST | 21% | 82.6 | -12.2" | 6.6" | 0.409 | 0.250 | 5.0% | 48% | 0.384 |
| EP/FA/SL | 16% | 92.7 | 18.2" | -10.6" | 0.484 | ||||
| FF/SI/FC | 16% | 92.7 | 18.2" | -10.6" | 0.484 | 0.174 | 6.1% | 43% | 0.325 |
| CH/FS/FO | 15% | 88.4 | -0.2" | -11.1" | 0.301 | 0.163 | 2.3% | 39% | 0.328 |
| FC/SL/FF | 12% | 87.3 | 7.3" | 1.4" | 0.503 | 0.157 | 1.4% | 32% | 0.209 |
| CH/SI/FS | 7% | 88.4 | 1.9" | -15.3" | 0.377 | 0.203 | 5.8% | 36% | 0.366 |
| SL/ST/CU | 5% | 84.1 | -4.3" | 2.5" | 0.269 | 0.205 | 7.7% | 41% | 0.354 |
| SI/FF/CH | 1% | 92.3 | 11.7" | -16.2" | 0.154 | 2.6% | 37% | 0.308 | |
| ST/SL/CU | 1% | 84.6 | -3.0" | 5.3" | 0.276 | 6.9% | 48% | 0.301 |
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.
106 PA · 30 games · 2026-07-06 to 2026-08-19
19 hits
8 walks
1 hit by pitch
21 strikeouts
57 outs in play
avg exit velo 83.5 mph over 76 tracked
xwOBA 0.244
| Date | Result | Count | Pitch | Velo | Exit Velo | Angle | Dist | Location | xBA | xSLG | xwOBA | Pitcher |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2026-08-19 | Out ground ball | 0-0 | SI | 83.0 | 97.2 | -16° | 4 | Infield | 0.170 | 0.176 | 0.153 | Rogers, Tyler |
| 2026-08-19 | Out popup | 1-0 | FF | 92.1 | 77.0 | 79° | 60 | LF corner | 0.006 | 0.006 | 0.005 | Fisher, Braydon |
| 2026-08-19 | Walk | 3-0 | FF | 93.4 | — | — | — | — | — | — | 0.698 | Scherzer, Max |
| 2026-08-19 | Walk | 3-0 | FF | 92.4 | — | — | — | — | — | — | 0.698 | Scherzer, Max |
| 2026-08-18 | Sac Fly fly ball | 2-1 | FC | 87.6 | 96.2 | 33° | 352 | LF gap | — | — | 0.285 | Waldron, Matt |
| 2026-08-18 | Out fly ball | 1-0 | FF | 94.2 | 103.6 | 34° | 403 | RF gap | 0.703 | 2.756 | 1.414 | Soriano, José |
| 2026-08-18 | Single fly ball | 2-1 | FF | 96.4 | 66.8 | 38° | 218 | LF gap | 0.629 | 0.670 | 0.566 | Soriano, José |
| 2026-08-18 | Out ground ball | 2-0 | SI | 95.6 | 71.1 | -14° | 8 | Infield | 0.058 | 0.067 | 0.052 | Soriano, José |
| 2026-08-17 | Out fly ball | 0-1 | SL | 84.9 | 84.1 | 30° | 323 | RF | 0.049 | 0.089 | 0.055 | Walker, Josh |
| 2026-08-17 | Strikeout swinging | 1-2 | CH | 93.4 | — | — | — | — | — | — | 0.000 | Sanders, Cam |
| 2026-08-17 | Single ground ball | 0-0 | FF | 94.2 | 63.1 | -67° | 1 | Infield | 0.264 | 0.267 | 0.238 | Young, Brandon |
| 2026-08-15 | Strikeout swinging | 2-2 | FF | 97.4 | — | — | — | — | — | — | 0.000 | Sanders, Cam |
| 2026-08-15 | Out line drive | 1-2 | CH | 87.3 | 99.7 | 10° | 174 | RF gap | 0.800 | 0.917 | 0.754 | Garcia, Rico |
| 2026-08-15 | Triple line drive | 0-0 | FF | 94.0 | 106.6 | 12° | 297 | RF gap | 0.929 | 1.258 | 0.940 | Bradish, Kyle |
| 2026-08-15 | Strikeout looking | 3-2 | SI | 94.9 | — | — | — | — | — | — | 0.000 | Bradish, Kyle |
| 2026-08-15 | Out fly ball | 0-0 | SI | 93.6 | 83.3 | 40° | 296 | LF gap | 0.009 | 0.012 | 0.008 | Bradish, Kyle |
| 2026-08-14 | Out ground ball | 1-0 | SI | 92.2 | 96.0 | -6° | 15 | Infield | 0.295 | 0.329 | 0.272 | Bassitt, Chris |
| 2026-08-14 | Single line drive | 2-2 | FF | 93.0 | 62.9 | 22° | 175 | RF gap | 0.517 | 0.549 | 0.465 | Bassitt, Chris |
| 2026-08-12 | Out fly ball | 0-0 | SL | 89.1 | 100.6 | 41° | 339 | RF | 0.120 | 0.410 | 0.208 | Johnson, Seth |
| 2026-08-12 | Out ground ball | 1-0 | SL | 84.4 | 37.0 | -63° | 1 | RF corner | 0.302 | 0.303 | 0.278 | Blewett, Scott |
| 2026-08-12 | Out ground ball | 0-1 | SL | 85.2 | 74.6 | -21° | 5 | Infield | 0.048 | 0.049 | 0.043 | Perkins, Jack |
| 2026-08-12 | Double line drive | 1-2 | FF | 95.2 | 87.0 | 19° | 266 | LF | 0.766 | 0.864 | 0.691 | Perkins, Jack |
| 2026-08-12 | Single ground ball | 0-0 | FC | 91.8 | 27.3 | -43° | 2 | Infield | 0.320 | 0.321 | 0.292 | Perkins, Jack |
| 2026-08-11 | Out ground ball | 3-2 | FC | 91.7 | 81.4 | -8° | 10 | Infield | 0.137 | 0.185 | 0.137 | Tur, Yunior |
| 2026-08-11 | Out fly ball | 3-2 | SL | 82.2 | 84.7 | 57° | 209 | RF corner | 0.026 | 0.035 | 0.027 | Basso, Brady |
| 2026-08-11 | Out popup | 3-2 | FF | 93.6 | 53.7 | 63° | 117 | Infield | 0.001 | 0.001 | 0.000 | Barnett, Mason |
| 2026-08-11 | Out ground ball | 1-0 | FF | 94.3 | 100.1 | 0° | 56 | Infield | 0.423 | 0.480 | 0.397 | Barnett, Mason |
| 2026-08-09 | Out popup | 0-2 | SL | 87.2 | 75.9 | 68° | 117 | Infield | 0.001 | 0.001 | 0.000 | Davila, Nick |
| 2026-08-09 | Out fly ball | 2-2 | SI | 95.8 | 96.7 | 37° | 352 | RF | 0.154 | 0.566 | 0.301 | Bazardo, Eduard |
| 2026-08-09 | Single ground ball | 2-2 | SI | 95.0 | 72.9 | 10° | 110 | RF gap | 0.274 | 0.278 | 0.247 | Hancock, Emerson |
| 2026-08-09 | Walk | 3-2 | SI | 97.2 | — | — | — | — | — | — | 0.698 | Hancock, Emerson |
| 2026-08-08 | Force Out ground ball | 2-0 | FC | 88.7 | 89.6 | -27° | 3 | LF gap | 0.050 | 0.068 | 0.045 | Rucker, Michael |
| 2026-08-08 | Walk | 3-2 | FF | 96.8 | — | — | — | — | — | — | 0.698 | Kirby, George |
| 2026-08-05 | Strikeout swinging | 1-2 | SL | 85.9 | — | — | — | — | — | — | 0.000 | Agnos, Zach |
| 2026-08-05 | Out fly ball | 1-1 | FC | 89.1 | 99.8 | 42° | 349 | CF | 0.066 | 0.226 | 0.118 | Sugano, Tomoyuki |
| 2026-08-05 | Sac Bunt ground ball | 0-0 | SI | 92.2 | 36.2 | -79° | 0 | LF corner | — | — | — | Sugano, Tomoyuki |
| 2026-08-04 | Out ground ball | 2-2 | FF | 91.8 | 98.4 | -35° | 4 | Infield | 0.076 | 0.086 | 0.068 | Hughes, Gabriel |
| 2026-08-04 | Single line drive | 1-0 | FF | 90.8 | 96.6 | 8° | 140 | RF gap | 0.660 | 0.751 | 0.627 | Hughes, Gabriel |
| 2026-08-03 | Double line drive | 2-2 | SL | 86.0 | 96.9 | 10° | 202 | RF gap | 0.729 | 0.855 | 0.708 | Gordon, Tanner |
| 2026-08-03 | Single ground ball | 0-0 | FF | 92.0 | 104.5 | -6° | 22 | LF gap | 0.384 | 0.405 | 0.346 | Gordon, Tanner |
| 2026-08-03 | Out popup | 0-0 | FF | 93.5 | 89.8 | 70° | 132 | Infield | 0.003 | 0.004 | 0.004 | Gordon, Tanner |
| 2026-08-03 | Walk | 3-1 | FC | 88.4 | — | — | — | — | — | — | 0.698 | Lorenzen, Michael |
| 2026-08-03 | Out fly ball | 3-2 | FF | 93.9 | 89.8 | 37° | 353 | RF gap | 0.009 | 0.016 | 0.008 | Lorenzen, Michael |
| 2026-08-02 | Out popup | 3-1 | SL | 86.7 | 95.4 | 60° | 199 | RF corner | 0.020 | 0.033 | 0.023 | Davitt, Duncan |
| 2026-08-02 | Strikeout swinging | 2-2 | SL | 86.8 | — | — | — | — | — | — | 0.000 | Kay, Anthony |
| 2026-08-02 | Out ground ball | 1-2 | SL | 87.0 | 70.7 | -17° | 6 | RF corner | 0.060 | 0.061 | 0.060 | Kay, Anthony |
| 2026-08-02 | Strikeout swinging | 3-2 | FF | 96.8 | — | — | — | — | — | — | 0.000 | Kay, Anthony |
| 2026-07-31 | Strikeout looking | 2-2 | FF | 93.2 | — | — | — | — | — | — | 0.000 | Schweitzer, Tyler |
| 2026-07-31 | Out ground ball | 1-1 | FC | 92.0 | 50.7 | 8° | 59 | Infield | 0.133 | 0.154 | 0.125 | Fedde, Erick |
| 2026-07-31 | Double line drive | 2-1 | FC | 91.4 | 87.4 | 25° | 291 | RF | 0.097 | 0.149 | 0.090 | Fedde, Erick |
| 2026-07-30 | Home Run fly ball | 0-0 | FF | 96.2 | 95.2 | 33° | 338 | LF corner | 0.120 | 0.417 | 0.221 | Peoples, Ben |
| 2026-07-30 | Out fly ball | 0-1 | CH | 82.1 | 94.2 | 46° | 289 | RF gap | 0.003 | 0.003 | 0.003 | Gray, Peyton |
| 2026-07-30 | Out fly ball | 3-2 | FF | 90.9 | 86.8 | 41° | 285 | LF | 0.003 | 0.004 | 0.003 | Gonzales, Marco |
| 2026-07-28 | Out ground ball | 1-2 | SL | 87.3 | 78.9 | 0° | 27 | Infield | 0.168 | 0.201 | 0.165 | Latz, Jacob |
| 2026-07-28 | Strikeout swinging | 1-2 | CH | 84.8 | — | — | — | — | — | — | 0.000 | Gray, Peyton |
| 2026-07-26 | Strikeout swinging | 1-2 | CH | 86.0 | — | — | — | — | — | — | 0.000 | Messick, Parker |
| 2026-07-26 | Single popup | 0-0 | FF | 95.0 | 24.3 | 52° | 37 | Infield | 0.190 | 0.193 | 0.171 | Messick, Parker |
| 2026-07-26 | Out popup | 0-0 | FF | 93.6 | 82.9 | 61° | 179 | LF | 0.014 | 0.020 | 0.017 | Messick, Parker |
| 2026-07-25 | Strikeout swinging | 1-2 | FF | 92.8 | — | — | — | — | — | — | 0.000 | Dion, Will |
| 2026-07-25 | Sac Fly fly ball | 1-1 | FF | 93.9 | 91.4 | 42° | 307 | LF | — | — | 0.018 | Bibee, Tanner |
| 2026-07-25 | Out fly ball | 0-1 | FF | 93.1 | 88.2 | 42° | 296 | LF | 0.003 | 0.007 | 0.004 | Bibee, Tanner |
| 2026-07-25 | Out line drive | 2-2 | FC | 85.4 | 96.7 | 16° | 310 | RF gap | 0.666 | 0.924 | 0.679 | Bibee, Tanner |
| 2026-07-24 | Double ground ball | 0-0 | FC | 90.5 | 93.1 | -5° | 22 | RF corner | 0.307 | 0.357 | 0.276 | Armstrong, Shawn |
| 2026-07-24 | Strikeout swinging | 0-2 | SL | 83.7 | — | — | — | — | — | — | 0.000 | Aleman, Franco |
| 2026-07-24 | Out popup | 2-2 | FF | 92.7 | 83.2 | 63° | 174 | LF gap | 0.014 | 0.024 | 0.019 | Festa, Matt |
| 2026-07-24 | Triple line drive | 2-2 | CH | 79.9 | 101.8 | 19° | 295 | RF | 0.391 | 0.786 | 0.489 | Cantillo, Joey |
| 2026-07-22 | Out fly ball | 2-2 | SI | 81.9 | 89.8 | 51° | 249 | RF | 0.017 | 0.028 | 0.022 | Rogers, Tyler |
| 2026-07-22 | Hit By Pitch | 0-0 | SL | 85.0 | — | — | — | — | — | — | 0.729 | Hoffman, Jeff |
| 2026-07-22 | Strikeout swinging | 2-2 | FF | 94.6 | — | — | — | — | — | — | 0.000 | Miles, Spencer |
| 2026-07-21 | Strikeout swinging | 1-2 | SL | 82.4 | — | — | — | — | — | — | 0.000 | Corbin, Patrick |
| 2026-07-21 | Out fly ball | 2-0 | FF | 93.1 | 98.9 | 50° | 293 | LF gap | 0.006 | 0.011 | 0.007 | Estrada, Lazaro |
| 2026-07-21 | Out fly ball | 1-2 | FF | 94.2 | 82.1 | 50° | 238 | LF corner | 0.037 | 0.065 | 0.046 | Gausman, Kevin |
| 2026-07-21 | Double line drive | 1-2 | FF | 94.3 | 96.5 | 10° | 156 | RF corner | 0.729 | 0.855 | 0.708 | Gausman, Kevin |
| 2026-07-20 | Out popup | 2-2 | SL | 88.1 | 81.5 | 58° | 187 | LF gap | 0.063 | 0.105 | 0.080 | Little, Brendon |
| 2026-07-20 | Out fly ball | 1-1 | SL | 87.6 | 94.1 | 45° | 309 | RF | 0.006 | 0.006 | 0.005 | Fisher, Braydon |
| 2026-07-20 | Home Run fly ball | 0-0 | KC | 81.2 | 102.9 | 28° | 411 | CF | 0.734 | 2.744 | 1.423 | Cease, Dylan |
| 2026-07-20 | Out popup | 2-2 | FF | 98.2 | 62.7 | 58° | 152 | LF | 0.003 | 0.003 | 0.003 | Cease, Dylan |
| 2026-07-20 | Strikeout swinging | 2-2 | FF | 96.8 | — | — | — | — | — | — | 0.000 | Cease, Dylan |
| 2026-07-19 | Out ground ball | 0-2 | FF | 92.2 | 87.0 | -33° | 4 | Infield | 0.058 | 0.067 | 0.052 | Morán, Jovani |
| 2026-07-19 | Out ground ball | 0-1 | CH | 85.0 | 60.6 | -56° | 2 | Infield | 0.313 | 0.316 | 0.286 | Gray, Sonny |
| 2026-07-19 | Walk | 3-2 | SI | 91.9 | — | — | — | — | — | — | 0.698 | Gray, Sonny |
| 2026-07-17 | Strikeout swinging | 1-2 | SI | 101.9 | — | — | — | — | — | — | 0.000 | Guerrero, Tyron |
| 2026-07-17 | Single ground ball | 0-0 | FF | 93.6 | 32.1 | -55° | 2 | Infield | 0.301 | 0.304 | 0.271 | Weissert, Greg |
| 2026-07-17 | Walk | 3-2 | FF | 94.5 | — | — | — | — | — | — | 0.698 | Rivera, Eduardo |
| 2026-07-12 | Out line drive | 3-2 | SI | 96.4 | 82.8 | 11° | 144 | RF corner | 0.491 | 0.520 | 0.442 | Bazardo, Eduard |
| 2026-07-12 | Out fly ball | 3-1 | FF | 94.1 | 100.9 | 40° | 353 | CF | 0.186 | 0.706 | 0.376 | Speier, Gabe |
| 2026-07-12 | Out ground ball | 0-1 | SL | 85.4 | 91.2 | -10° | 11 | Infield | 0.183 | 0.210 | 0.165 | Davila, Nick |
| 2026-07-12 | Strikeout swinging | 1-2 | FF | 95.6 | — | — | — | — | — | — | 0.000 | Hancock, Emerson |
| 2026-07-11 | Grounded Into DP ground ball | 0-0 | FF | 95.9 | 106.9 | -1° | 45 | Infield | 0.483 | 0.528 | 0.447 | Gilbert, Logan |
| 2026-07-11 | Out fly ball | 3-2 | FF | 95.0 | 97.6 | 54° | 281 | RF | 0.006 | 0.009 | 0.005 | Gilbert, Logan |
| 2026-07-11 | Out popup | 0-0 | FF | 97.5 | 96.7 | 73° | 94 | Infield | 0.006 | 0.006 | 0.005 | Gilbert, Logan |
| 2026-07-10 | Out ground ball | 0-1 | SI | 98.0 | 77.5 | -9° | 15 | Infield | 0.094 | 0.106 | 0.086 | Ferrer, José A. |
| 2026-07-10 | Home Run fly ball | 2-2 | SL | 86.4 | 103.1 | 35° | 378 | RF | 0.557 | 2.153 | 1.106 | Castillo, Luis |
| 2026-07-10 | Out ground ball | 0-0 | SL | 86.2 | 55.3 | -62° | 1 | Infield | 0.254 | 0.257 | 0.229 | Castillo, Luis |
| 2026-07-10 | Strikeout swinging | 0-2 | SL | 85.2 | — | — | — | — | — | — | 0.000 | Castillo, Luis |
| 2026-07-08 | Out ground ball | 1-1 | CH | 88.9 | 91.9 | -9° | 16 | Infield | 0.200 | 0.220 | 0.187 | Chivilli, Angel |
| 2026-07-08 | Strikeout swinging | 1-2 | SL | 91.1 | — | — | — | — | — | — | 0.000 | Cole, Gerrit |
| 2026-07-08 | Out popup | 0-0 | SL | 86.9 | 78.8 | 67° | 149 | Infield | 0.003 | 0.004 | 0.003 | Cole, Gerrit |
| 2026-07-08 | Out line drive | 0-1 | CH | 89.8 | 77.3 | 24° | 272 | RF gap | 0.800 | 0.892 | 0.742 | Cole, Gerrit |
| 2026-07-07 | Walk | 3-1 | FC | 93.1 | — | — | — | — | — | — | 0.698 | Blackburn, Paul |
| 2026-07-07 | Out line drive | 2-2 | SI | 88.1 | 92.7 | 7° | 130 | Infield | 0.520 | 0.573 | 0.481 | Hill, Tim |
| 2026-07-07 | Strikeout looking | 0-2 | SI | 93.0 | — | — | — | — | — | — | 0.000 | Warren, Will |
| 2026-07-06 | Out fly ball | 2-0 | FF | 95.3 | 93.1 | 44° | 310 | RF gap | 0.009 | 0.024 | 0.013 | Bednar, David |
| 2026-07-06 | Out fly ball | 0-0 | FC | 93.6 | 87.6 | 45° | 289 | RF | 0.006 | 0.006 | 0.006 | Schlittler, Cam |
| 2026-07-06 | Strikeout swinging | 3-2 | FF | 99.9 | — | — | — | — | — | — | 0.000 | Schlittler, Cam |
| 2026-07-06 | Strikeout swinging | 0-2 | FF | 98.8 | — | — | — | — | — | — | 0.000 | Schlittler, Cam |