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<!DOCTYPE html>
<html>
<head>
<title>Whomps per Whiff</title>
<style>
td,th {
text-align: center;
}
</style>
</head>
<body>
<h1>2023 Leaders</h1>
</html>
<table border="1" class="dataframe">
<thead>
<tr style="text-align: right;">
<th>Player</th>
<th>woba</th>
<th>xwoba</th>
<th>Whomps</th>
<th>Whiffs</th>
<th>W/W</th>
</tr>
</thead>
<tbody>
<tr>
<td>Spencer Strider</td>
<td>0.279</td>
<td>0.273</td>
<td>34</td>
<td>635</td>
<td>0.054</td>
</tr>
<tr>
<td>Zack Wheeler</td>
<td>0.277</td>
<td>0.277</td>
<td>27</td>
<td>463</td>
<td>0.058</td>
</tr>
<tr>
<td>Blake Snell</td>
<td>0.266</td>
<td>0.300</td>
<td>30</td>
<td>507</td>
<td>0.059</td>
</tr>
<tr>
<td>Dylan Cease</td>
<td>0.321</td>
<td>0.313</td>
<td>30</td>
<td>468</td>
<td>0.064</td>
</tr>
<tr>
<td>Corbin Burnes</td>
<td>0.266</td>
<td>0.285</td>
<td>27</td>
<td>409</td>
<td>0.066</td>
</tr>
<tr>
<td>Pablo López</td>
<td>0.294</td>
<td>0.269</td>
<td>32</td>
<td>473</td>
<td>0.068</td>
</tr>
<tr>
<td>Reid Detmers</td>
<td>0.321</td>
<td>0.327</td>
<td>25</td>
<td>344</td>
<td>0.073</td>
</tr>
<tr>
<td>Kodai Senga</td>
<td>0.282</td>
<td>0.304</td>
<td>28</td>
<td>375</td>
<td>0.075</td>
</tr>
<tr>
<td>Freddy Peralta</td>
<td>0.291</td>
<td>0.284</td>
<td>35</td>
<td>455</td>
<td>0.077</td>
</tr>
<tr>
<td>Justin Steele</td>
<td>0.291</td>
<td>0.290</td>
<td>27</td>
<td>338</td>
<td>0.080</td>
</tr>
<tr>
<td>Bobby Miller</td>
<td>0.283</td>
<td>0.286</td>
<td>21</td>
<td>252</td>
<td>0.083</td>
</tr>
<tr>
<td>Tanner Bibee</td>
<td>0.285</td>
<td>0.297</td>
<td>24</td>
<td>288</td>
<td>0.083</td>
</tr>
<tr>
<td>Charlie Morton</td>
<td>0.318</td>
<td>0.330</td>
<td>34</td>
<td>392</td>
<td>0.087</td>
</tr>
<tr>
<td>Grayson Rodriguez</td>
<td>0.320</td>
<td>0.316</td>
<td>25</td>
<td>279</td>
<td>0.090</td>
</tr>
<tr>
<td>Marcus Stroman</td>
<td>0.285</td>
<td>0.318</td>
<td>20</td>
<td>221</td>
<td>0.090</td>
</tr>
<tr>
<td>Jon Gray</td>
<td>0.317</td>
<td>0.325</td>
<td>29</td>
<td>320</td>
<td>0.091</td>
</tr>
<tr>
<td>Patrick Sandoval</td>
<td>0.318</td>
<td>0.332</td>
<td>31</td>
<td>338</td>
<td>0.092</td>
</tr>
<tr>
<td>Kutter Crawford</td>
<td>0.290</td>
<td>0.280</td>
<td>27</td>
<td>294</td>
<td>0.092</td>
</tr>
<tr>
<td>Max Scherzer</td>
<td>0.298</td>
<td>0.281</td>
<td>34</td>
<td>359</td>
<td>0.095</td>
</tr>
<tr>
<td>Joe Ryan</td>
<td>0.316</td>
<td>0.291</td>
<td>38</td>
<td>396</td>
<td>0.096</td>
</tr>
<tr>
<td>Gerrit Cole</td>
<td>0.256</td>
<td>0.289</td>
<td>41</td>
<td>428</td>
<td>0.096</td>
</tr>
<tr>
<td>Luis Castillo</td>
<td>0.289</td>
<td>0.302</td>
<td>49</td>
<td>511</td>
<td>0.096</td>
</tr>
<tr>
<td>Merrill Kelly</td>
<td>0.294</td>
<td>0.313</td>
<td>36</td>
<td>371</td>
<td>0.097</td>
</tr>
<tr>
<td>Jesús Luzardo</td>
<td>0.307</td>
<td>0.307</td>
<td>45</td>
<td>455</td>
<td>0.099</td>
</tr>
<tr>
<td>Kyle Bradish</td>
<td>0.268</td>
<td>0.300</td>
<td>31</td>
<td>313</td>
<td>0.099</td>
</tr>
<tr>
<td>Sonny Gray</td>
<td>0.270</td>
<td>0.296</td>
<td>35</td>
<td>349</td>
<td>0.100</td>
</tr>
<tr>
<td>Shohei Ohtani</td>
<td>0.277</td>
<td>0.302</td>
<td>30</td>
<td>301</td>
<td>0.100</td>
</tr>
<tr>
<td>Jack Flaherty</td>
<td>0.356</td>
<td>0.343</td>
<td>31</td>
<td>308</td>
<td>0.101</td>
</tr>
<tr>
<td>Yu Darvish</td>
<td>0.321</td>
<td>0.302</td>
<td>26</td>
<td>258</td>
<td>0.101</td>
</tr>
<tr>
<td>Drew Smyly</td>
<td>0.348</td>
<td>0.313</td>
<td>31</td>
<td>303</td>
<td>0.102</td>
</tr>
<tr>
<td>Bryce Elder</td>
<td>0.309</td>
<td>0.329</td>
<td>32</td>
<td>310</td>
<td>0.103</td>
</tr>
<tr>
<td>Sandy Alcantara</td>
<td>0.301</td>
<td>0.320</td>
<td>39</td>
<td>372</td>
<td>0.105</td>
</tr>
<tr>
<td>Kevin Gausman</td>
<td>0.292</td>
<td>0.303</td>
<td>46</td>
<td>438</td>
<td>0.105</td>
</tr>
<tr>
<td>Aaron Civale</td>
<td>0.288</td>
<td>0.297</td>
<td>23</td>
<td>214</td>
<td>0.107</td>
</tr>
<tr>
<td>Tyler Anderson</td>
<td>0.345</td>
<td>0.340</td>
<td>36</td>
<td>336</td>
<td>0.107</td>
</tr>
<tr>
<td>Bailey Ober</td>
<td>0.294</td>
<td>0.295</td>
<td>38</td>
<td>354</td>
<td>0.107</td>
</tr>
<tr>
<td>Michael Wacha</td>
<td>0.291</td>
<td>0.318</td>
<td>28</td>
<td>262</td>
<td>0.107</td>
</tr>
<tr>
<td>Ken Waldichuk</td>
<td>0.361</td>
<td>0.332</td>
<td>33</td>
<td>304</td>
<td>0.109</td>
</tr>
<tr>
<td>Yusei Kikuchi</td>
<td>0.319</td>
<td>0.319</td>
<td>42</td>
<td>384</td>
<td>0.109</td>
</tr>
<tr>
<td>Brayan Bello</td>
<td>0.334</td>
<td>0.314</td>
<td>34</td>
<td>309</td>
<td>0.110</td>
</tr>
<tr>
<td>Clayton Kershaw</td>
<td>0.280</td>
<td>0.300</td>
<td>31</td>
<td>281</td>
<td>0.110</td>
</tr>
<tr>
<td>Nathan Eovaldi</td>
<td>0.296</td>
<td>0.308</td>
<td>31</td>
<td>281</td>
<td>0.110</td>
</tr>
<tr>
<td>Johan Oviedo</td>
<td>0.319</td>
<td>0.329</td>
<td>40</td>
<td>360</td>
<td>0.111</td>
</tr>
<tr>
<td>Aaron Nola</td>
<td>0.303</td>
<td>0.298</td>
<td>45</td>
<td>395</td>
<td>0.114</td>
</tr>
<tr>
<td>Logan Allen</td>
<td>0.326</td>
<td>0.323</td>
<td>28</td>
<td>244</td>
<td>0.115</td>
</tr>
<tr>
<td>Cristian Javier</td>
<td>0.317</td>
<td>0.323</td>
<td>43</td>
<td>374</td>
<td>0.115</td>
</tr>
<tr>
<td>Framber Valdez</td>
<td>0.287</td>
<td>0.320</td>
<td>43</td>
<td>371</td>
<td>0.116</td>
</tr>
<tr>
<td>Jordan Montgomery</td>
<td>0.298</td>
<td>0.308</td>
<td>42</td>
<td>360</td>
<td>0.117</td>
</tr>
<tr>
<td>Mike Clevinger</td>
<td>0.312</td>
<td>0.312</td>
<td>28</td>
<td>239</td>
<td>0.117</td>
</tr>
<tr>
<td>Eduardo Rodriguez</td>
<td>0.284</td>
<td>0.310</td>
<td>32</td>
<td>272</td>
<td>0.118</td>
</tr>
<tr>
<td>Nick Pivetta</td>
<td>0.296</td>
<td>0.308</td>
<td>41</td>
<td>345</td>
<td>0.119</td>
</tr>
<tr>
<td>George Kirby</td>
<td>0.284</td>
<td>0.305</td>
<td>42</td>
<td>353</td>
<td>0.119</td>
</tr>
<tr>
<td>Griffin Canning</td>
<td>0.315</td>
<td>0.309</td>
<td>35</td>
<td>289</td>
<td>0.121</td>
</tr>
<tr>
<td>Colin Rea</td>
<td>0.313</td>
<td>0.323</td>
<td>28</td>
<td>232</td>
<td>0.121</td>
</tr>
<tr>
<td>Braxton Garrett</td>
<td>0.307</td>
<td>0.328</td>
<td>36</td>
<td>296</td>
<td>0.122</td>
</tr>
<tr>
<td>Logan Gilbert</td>
<td>0.290</td>
<td>0.297</td>
<td>49</td>
<td>401</td>
<td>0.122</td>
</tr>
<tr>
<td>Lance Lynn</td>
<td>0.347</td>
<td>0.337</td>
<td>56</td>
<td>455</td>
<td>0.123</td>
</tr>
<tr>
<td>Graham Ashcraft</td>
<td>0.339</td>
<td>0.340</td>
<td>31</td>
<td>248</td>
<td>0.125</td>
</tr>
<tr>
<td>Clarke Schmidt</td>
<td>0.334</td>
<td>0.320</td>
<td>37</td>
<td>289</td>
<td>0.128</td>
</tr>
<tr>
<td>Josiah Gray</td>
<td>0.332</td>
<td>0.342</td>
<td>44</td>
<td>341</td>
<td>0.129</td>
</tr>
<tr>
<td>Kyle Gibson</td>
<td>0.326</td>
<td>0.335</td>
<td>45</td>
<td>350</td>
<td>0.129</td>
</tr>
<tr>
<td>Andrew Heaney</td>
<td>0.335</td>
<td>0.327</td>
<td>43</td>
<td>331</td>
<td>0.130</td>
</tr>
<tr>
<td>Lucas Giolito</td>
<td>0.339</td>
<td>0.329</td>
<td>56</td>
<td>430</td>
<td>0.130</td>
</tr>
<tr>
<td>Zac Gallen</td>
<td>0.289</td>
<td>0.314</td>
<td>53</td>
<td>403</td>
<td>0.132</td>
</tr>
<tr>
<td>José Berríos</td>
<td>0.302</td>
<td>0.326</td>
<td>46</td>
<td>347</td>
<td>0.133</td>
</tr>
<tr>
<td>Justin Verlander</td>
<td>0.284</td>
<td>0.295</td>
<td>39</td>
<td>290</td>
<td>0.134</td>
</tr>
<tr>
<td>Ranger Suárez</td>
<td>0.325</td>
<td>0.321</td>
<td>28</td>
<td>209</td>
<td>0.134</td>
</tr>
<tr>
<td>Alex Cobb</td>
<td>0.325</td>
<td>0.333</td>
<td>33</td>
<td>244</td>
<td>0.135</td>
</tr>
<tr>
<td>MacKenzie Gore</td>
<td>0.339</td>
<td>0.347</td>
<td>45</td>
<td>333</td>
<td>0.135</td>
</tr>
<tr>
<td>Kyle Hendricks</td>
<td>0.296</td>
<td>0.313</td>
<td>28</td>
<td>208</td>
<td>0.135</td>
</tr>
<tr>
<td>Taijuan Walker</td>
<td>0.313</td>
<td>0.322</td>
<td>35</td>
<td>257</td>
<td>0.136</td>
</tr>
<tr>
<td>Mitch Keller</td>
<td>0.310</td>
<td>0.315</td>
<td>47</td>
<td>346</td>
<td>0.136</td>
</tr>
<tr>
<td>Dean Kremer</td>
<td>0.317</td>
<td>0.339</td>
<td>46</td>
<td>335</td>
<td>0.137</td>
</tr>
<tr>
<td>Shane Bieber</td>
<td>0.307</td>
<td>0.336</td>
<td>30</td>
<td>218</td>
<td>0.138</td>
</tr>
<tr>
<td>Dane Dunning</td>
<td>0.310</td>
<td>0.325</td>
<td>39</td>
<td>282</td>
<td>0.138</td>
</tr>
<tr>
<td>Logan Webb</td>
<td>0.283</td>
<td>0.295</td>
<td>43</td>
<td>312</td>
<td>0.138</td>
</tr>
<tr>
<td>Zach Eflin</td>
<td>0.276</td>
<td>0.270</td>
<td>44</td>
<td>308</td>
<td>0.143</td>
</tr>
<tr>
<td>Chris Bassitt</td>
<td>0.304</td>
<td>0.310</td>
<td>47</td>
<td>325</td>
<td>0.145</td>
</tr>
<tr>
<td>Michael Lorenzen</td>
<td>0.304</td>
<td>0.327</td>
<td>37</td>
<td>253</td>
<td>0.146</td>
</tr>
<tr>
<td>Hunter Brown</td>
<td>0.340</td>
<td>0.318</td>
<td>46</td>
<td>313</td>
<td>0.147</td>
</tr>
<tr>
<td>Brady Singer</td>
<td>0.346</td>
<td>0.340</td>
<td>40</td>
<td>270</td>
<td>0.148</td>
</tr>
<tr>
<td>Tylor Megill</td>
<td>0.350</td>
<td>0.365</td>
<td>36</td>
<td>234</td>
<td>0.154</td>
</tr>
<tr>
<td>JP Sears</td>
<td>0.335</td>
<td>0.330</td>
<td>56</td>
<td>362</td>
<td>0.155</td>
</tr>
<tr>
<td>Bryce Miller</td>
<td>0.309</td>
<td>0.337</td>
<td>42</td>
<td>267</td>
<td>0.157</td>
</tr>
<tr>
<td>J.P. France</td>
<td>0.319</td>
<td>0.337</td>
<td>35</td>
<td>217</td>
<td>0.161</td>
</tr>
<tr>
<td>Michael Kopech</td>
<td>0.363</td>
<td>0.363</td>
<td>45</td>
<td>275</td>
<td>0.164</td>
</tr>
<tr>
<td>Seth Lugo</td>
<td>0.306</td>
<td>0.323</td>
<td>41</td>
<td>240</td>
<td>0.171</td>
</tr>
<tr>
<td>Luke Weaver</td>
<td>0.385</td>
<td>0.357</td>
<td>40</td>
<td>231</td>
<td>0.173</td>
</tr>
<tr>
<td>Jameson Taillon</td>
<td>0.322</td>
<td>0.332</td>
<td>50</td>
<td>274</td>
<td>0.182</td>
</tr>
<tr>
<td>Patrick Corbin</td>
<td>0.353</td>
<td>0.373</td>
<td>56</td>
<td>283</td>
<td>0.198</td>
</tr>
<tr>
<td>Zack Greinke</td>
<td>0.332</td>
<td>0.344</td>
<td>36</td>
<td>180</td>
<td>0.200</td>
</tr>
<tr>
<td>Martín Pérez</td>
<td>0.335</td>
<td>0.338</td>
<td>35</td>
<td>173</td>
<td>0.202</td>
</tr>
<tr>
<td>Jordan Lyles</td>
<td>0.340</td>
<td>0.340</td>
<td>57</td>
<td>272</td>
<td>0.210</td>
</tr>
<tr>
<td>Rich Hill</td>
<td>0.359</td>
<td>0.360</td>
<td>47</td>
<td>221</td>
<td>0.213</td>
</tr>
<tr>
<td>Trevor Williams</td>
<td>0.377</td>
<td>0.360</td>
<td>50</td>
<td>234</td>
<td>0.214</td>
</tr>
<tr>
<td>Austin Gomber</td>
<td>0.368</td>
<td>0.362</td>
<td>42</td>
<td>195</td>
<td>0.215</td>
</tr>
<tr>
<td>Kyle Freeland</td>
<td>0.360</td>
<td>0.361</td>
<td>47</td>
<td>210</td>
<td>0.224</td>
</tr>
<tr>
<td>Jake Irvin</td>
<td>0.335</td>
<td>0.345</td>
<td>38</td>
<td>167</td>
<td>0.228</td>
</tr>
<tr>
<td>Ryne Nelson</td>
<td>0.357</td>
<td>0.349</td>
<td>55</td>
<td>238</td>
<td>0.231</td>
</tr>
<tr>
<td>Miles Mikolas</td>
<td>0.330</td>
<td>0.354</td>
<td>66</td>
<td>265</td>
<td>0.249</td>
</tr>
</tbody>
</table>