For the time being, balls and strikes in MLB are decided by humans, who have inherent prejudices and biases. This would suggest that finding racist umpires, then betting when you have the race advantage, is a potential betting angle worth investigating. On the other hand, with baseball being analyzed to death these days and the pitch-tracking data out there for everyone to see, it seems unlikely any umpire could get away with the type of bias that would lead to a big gambling edge for too long. We will find that there is little racial bias in MLB umpiring in 2019, and certainly nothing large enough to be worth using for gambling purposes. However, the umpire's calls are influenced by many other factors that probably should not influence their call.
There are several studies out there on racial bias in baseball umpiring. From what I have seen, most found a bias, either for umpires who are the same race as the hitter or for white hitters in general, and were written by people that are probably smarter and better than me at this stuff. I may have missed some newer studies or they may be stuck behind academic paywalls, but it seems to me like most were written several years ago or more, back before good pitch-tracking data was available, and when the game was very different than it is now.
The problem with looking at called strike percentage by race, even adjusting for location, is that different races have different baseball attributes. Some races tend to be larger, throw harder, play different positions, or have a different approach to the plate. As many factors influence the call besides the location of the pitch it is easy to assign a "racial bias" when in reality, a particular race simply plays the game in a different way, with that way more or less likely to get the call. In this study we will attempt to adjust for as many of these factors as possible.
We start with a model of called strike probability, based on pitch location and other factors. I used the gam package for this model and baseballr to scrape the data. The model combines a set of effects for the count and player attributes with a standard smoothed (x,y) pitch location matrix.
Most of this is fairly standard, but there are a few variables not seen elsewhere. One, years of experience, which I define as years since they made their debut, of both the pitcher and hitter influence the umpire. A pitcher with 10 years experience in the league would be 53% to get a called strike on the same pitch that would be 50% for a rookie, with the size of the hitter effect roughly half this. Pitchers with more experience tend to have stuck in the league for a reason; one such reason is better control, which probably tends to lead to that pitcher getting more calls. We will confirm this later on. With hitters, however, there is is no obvious explanation.
Whether or not the hitter was a catcher in today's game is also influential, with the size of the effect around 2.4% on otherwise 50/50 calls. My guess is that (good) catchers study the umpire's tendencies and know when to take marginal pitches. Another possibility is that the catcher gets an opportunity over the course of a game to cozy up to the umpire, which subconsciously influences the ump on marginal calls.
The score of the game, whether the home team is pitching, whether the pitcher is same-side, and the height of the hitter also influence the umpire.
The above model could be improved by adding an interaction between the top of the strike zone and the y-coordinate, as the height of the batter probably only influences calls that are high in the zone although it is possible that umps feel bad for little guys and give them more calls. There may be other interaction terms as well. However, this is already a huge model, so adding another dimension would probably be impossible. In fact, I only trained it on a random 20% set of the pitches between 2015-2019 as that was the largest size that would run on my 16 GB machine.
To check that the model is reasonable we can plot the model prediction of called strike probability versus the probability a pitch was called a strike across the strike zone, then look at this difference within 0.3-foot buckets in and near the strike zone. We show the difference in the two in the following figure:
While a little wonky at the edges high in the zone, which tends to be a low-density, high-gradient area, where there are some buckets that are a couple percent off, overall this looks pretty good and certainly should be fine for our purposes here, as it is the same for everyone.
We can now move on to the discussion of race. There is no player race dataset I know of, so I made my own by hand, using the following process:
- I visited the player's page on Baseball Reference and used my best judgment based on the player's name and appearance
- Players born in Cuba, Venezuela, or the Dominican Republic are assigned to their respective nation. Players from Mexico, other Latin American countries, Brazil, and the Caribbean are assigned as "Other Latin America"
- Players born in Puerto Rico, or players born in the US that have Latino-sounding names are assigned as "US Latino"
- All white players, regardless of where they were were born, are "White". The few Hawaiian / Asian players from the US are also considered "White"
- All black players born in the US are "Black"
- Players born in Japan, South Korea or Taiwan are "Asian"
- Mixed-race players are considered to be the race that is not white
Finally, only players who faced/threw at least 1,000 pitches between 2015 and 2019 are assigned a race. This accounts for over 96% of all pitches, but only about 1/3 of all players who ever threw or faced a pitch. I did this because I got bored assigning the races.
Before we get into umpire bias we can start by checking whether any race gets calls that are more or less favorable than the others. As is done with catcher framing, we do this by comparing the actual strikes called minus the strikes our model would have predicted. We start with the hitters:
Hitters don't want strikes to be called against them, so more negative, which means less strikes, is better for hitters of that race. Overall there appears to be a very slight bias in favor of white hitters and US-based hitters in general, and a slight bias against Venezuelan and Cuban hitters. The difference between racial groups is within tenths of a percent, which is much smaller than the difference between umpires in this type of metric, but is large enough to suggest statistically that a bias exists.
However, one issue is that US-based and Asian hitters have higher walk rates in general. And as it turns out, the preseason walk rate projection of the hitter (which I use Steamer projected OBP-AVG to estimate) as well as the walk rate of the pitcher, would also come in to our called strikes model if I had chosen to include it. That is, even for a pitch in the same location, and same count, hitters who had good walk skills in past games, and pitchers with low walk rates (as shown by their Steamer projection for that year) are more likely to get the call:
For every 1% of Steamer pre-season hitter "walk rate" projection the log odds that a pitch would be called a strike decreases by 0.031. The average pitch that is taken is called a strike 31.5% of the time; subtracting 0.031 log odds from this changes the probability to 30.8%. Across all pitches, if one includes these differences in the model, there is no bias, other than against Cuban hitters.
In the end it is a chicken-egg problem, which is why I left this variable out of this study, as there isn't a huge bias either way. One could even say that since years of experience seem highly correlated to walk rate, I should leave that out as well. Perhaps white and other US-based players have higher walk rates because they get more marginal calls, or even because they think they get more marginal calls, which leads to more taking of pitches, which also leads to higher walk rates. Perhaps the data is bad, and the pitches are not really in the location the data suggests. This would mean that hitters with a good eye would get more calls when they took the pitch, because those pitches would be more likely to be out of the zone than if a bad-eye hitter took them. Perhaps hitters that are known to have a good eye get more calls, because the umpire gives them the benefit of the doubt. Perhaps the US-based players know the umpires better and know when to take pitches that would normally be strikes, because they know the umpire doesn't call the pitch there. Or, perhaps since they speak better English, they work the umps better leading to getting more marginal calls, which would be a sort of bias, even though the bias is not really race-based. Or perhaps the umpires, who are mostly white, are just biased. Probably it is a combination of some of the above.
We now move on to pitchers, where we see more of the same:
Here we have Asian pitches being heavily favored, getting over 1% more calls than expectation, with most races somewhere in the middle, and Dominican and Cuban players taking the worst of it. Once again, however, we have the same caveat as before - accurate pitchers, or at least pitchers who don't walk a lot of batters, get more calls, by about 1% per 1% of projected walk rate, and the unfavored Dominican and Cuban pitchers have high projected walk rates. After controlling for this, there is a still a small bias in favor of Asian pitchers.
Either way, once again we have a chicken-egg problem where perhaps the high walk rates are because pitchers are suffering a racial bias, or perhaps it is for some other reason. But here the idea of a bias is probably even less likely. There are only a few Asian pitchers in this sample, most are known to be highly accurate, and fall into a "mediocre stuff, good command" pitcher type. Because we are not dealing with truly independent events, one or two starters with great command who know where to target to get marginal calls can throw off our test. And either way, unlike hitters, pitchers have control over where they (try to) throw and can target areas where the umpire is more likely to give them the call. Further, we know that catcher framing is real, and much of the reason why framing works is that good framers can make it look like the pitcher threw an accurate pitch that hit the catcher's glove. The only thing better than this at getting more calls is to actually throw an accurate pitch that hits the catcher's glove, even if that glove is a few inches out of the zone.
We can see the strong influence of command in the "Unassigned" bucket, which is probably a fairly even mix of races. This bucket, which by definition is made up of irregular pitchers who threw less than 1,000 pitches over this sample, is far less accurate than average - these players didn't stick in the league for a reason - and also sees the strongest umpire bias against it. This persists even though we have adjusted for the lower experience level of these pitchers.
Either way, I don't see anything that would suggest systemic racial bias across baseball. But perhaps there are a few biased umpires in the crowd. Because of sample size issues - there just aren't that many called strikes in an umpire-season - it isn't ever going to be possible to say that an umpire is biased against a specific non-white race. But as around half of players are white, we can at least test for white-non-white bias. We start with the race-matching angle - do white umpires favor white pitchers more, relative to non-white umpires?
Umpires of both races favor white pitchers over non-white pitchers, as we saw before. Relative to white umpires, the set of non-white umpires call slightly fewer strikes in general, and actually favor white pitchers slightly more when compared to white umpires. Certainly there is no evidence that umpires favor pitchers of their own race; what evidence there is suggests the opposite, as non-white umpires favor white pitchers more. So any race-matching angle is probably dead.
We can also go umpire-by-umpire to test for the presence of any umpires that favor white pitchers over non-white pitchers. There are close to 100 umpires who have called a game over the last several years, meaning by statistical fluctuation alone there will certainly be a subset of umpires that appear to favor one race. This does not mean there is systemic bias that would be useful for gambling purposes.
To deal with this we will run a test. We will calculate each umpire's tendency to favor white pitchers over non-white pitchers, between 2015-2017, then use a regression to see if this tendency persists into 2018-2019. Along the way we can also make sure that their overall tendency across all races from 2015-2017 persists into 2018-2019 - if it does not, our model is probably garbage. We limit our sample to umpires who had at least 800 calls against both white and non-white pitchers in 2015-2017, and at least 500 calls against both white and non-white pitchers in 2018-2019. 90 umpires met this criterion, with their tendency to call strikes against white and non-white pitchers plotted below:
Those umpires whose blue dot fell above the line favored white pitchers more than non-white pitchers. As we would expect if there are not many biased umps across the league, an umpire's tendency against white pitchers is highly correlated to their tendency against non-white pitchers, with the largest outliers falling about 1.5% from the line.
The graph above suggests there are not huge biases out there, and a regression test to see if what bias there is persists into 2018-2019 finds that it does not. Using an umpire's difference in CSAA% between the two races, a regression tells us we should only carry over 9.5% of their difference from 2015-2017 into 2018-2019, which is not a statistically significant result. Proving that CSAA% usually does stay consistent from year to year, the same style of regression suggests we should use 80.9% of 2015-2017 CSAA% across all races to predict that umpire's CSAA% in 2018-2019, and 48.0% of their 2015-2017 CSAA% to predict overall called-strike percentage (not just above expected, but across all pitches) in 2018-2019.
Overall, there just isn't any compelling evidence of a racial bias anywhere in baseball umpiring. While not all MLB umpires are unbiased or professional, most are, and those that are not don't seem to base their bias on race.
As a service to the reader I attach a list of hitters and pitchers with their race assignment and CSAA below. One thing that stood out to me is the number of known good-framing catchers near the top of the hitter list. That may be an interesting study for another day.
mlbamid | Batter Name | Race | Strikes Called | Strikes Expected | Pitches Taken | CSAA% |
502523 | Shawn O'Malley | White | 180 | 202.3988 | 577 | -3.88% |
518542 | Juan Centeno | US_Latino | 214 | 234.5999 | 642 | -3.21% |
456030 | Dustin Pedroia | White | 1278 | 1388.13 | 3639 | -3.03% |
641487 | J. P. Crawford | Unassigned | 175 | 192.0964 | 565 | -3.03% |
488671 | Alex Avila | US_Latino | 854 | 938.4133 | 2810 | -3.00% |
547172 | Tony Wolters | White | 456 | 496.4811 | 1443 | -2.81% |
431151 | David Wright | White | 285 | 310.1556 | 971 | -2.59% |
518700 | Eric Fryer | White | 176 | 189.5906 | 562 | -2.42% |
467793 | Carlos Santana | Dominican | 1985 | 2145.962 | 6746 | -2.39% |
592407 | Bryan Holaday | White | 230 | 246.0098 | 695 | -2.30% |
605170 | Victor Caratini | US_Latino | 173 | 185.6736 | 552 | -2.30% |
593700 | Alen Hanson | Dominican | 272 | 293.6419 | 953 | -2.27% |
594809 | Adam Eaton | White | 1297 | 1378.033 | 3841 | -2.11% |
518626 | Josh Donaldson | White | 1391 | 1490.702 | 5073 | -1.97% |
547170 | Nick Delmonico | White | 249 | 267.4685 | 946 | -1.95% |
408236 | Adrian Gonzalez | White | 854 | 916.3548 | 3291 | -1.89% |
431145 | Russell Martin | White | 1484 | 1570.651 | 4601 | -1.88% |
600303 | Tommy La Stella | White | 414 | 438.6093 | 1324 | -1.86% |
457787 | Danny Espinosa | US_Latino | 596 | 637.9933 | 2261 | -1.86% |
453400 | Chris Johnson | White | 339 | 358.4992 | 1057 | -1.84% |
592450 | Aaron Judge | White | 977 | 1039.794 | 3420 | -1.84% |
518466 | Jabari Blash | Black | 203 | 216.647 | 762 | -1.79% |
476704 | Jed Lowrie | White | 1094 | 1167.076 | 4121 | -1.77% |
425877 | Yadier Molina | US_Latino | 1044 | 1107.355 | 3589 | -1.77% |
461865 | Andrew Romine | White | 417 | 443.1332 | 1507 | -1.73% |
429664 | Robinson Cano | Dominican | 1167 | 1236.198 | 4142 | -1.67% |
641355 | Cody Bellinger | White | 828 | 874.9493 | 2843 | -1.65% |
543434 | Brett Lawrie | White | 669 | 700.8715 | 1939 | -1.64% |
475247 | Ryan Flaherty | White | 420 | 443.4963 | 1432 | -1.64% |
458015 | Joey Votto | White | 1803 | 1910.063 | 6541 | -1.64% |
457775 | Desmond Jennings | Black | 242 | 253.8456 | 730 | -1.62% |
346874 | Juan Uribe | Dominican | 278 | 296.8891 | 1185 | -1.59% |
645277 | Ozzie Albies | Other_Latin | 322 | 344.4848 | 1423 | -1.58% |
600869 | Jeimer Candelario | US_Latino | 598 | 625.9377 | 1793 | -1.56% |
502481 | Jarrod Dyson | Black | 754 | 788.6172 | 2227 | -1.55% |
660271 | Shohei Ohtani | Asian | 231 | 242.7072 | 773 | -1.51% |
607776 | Mac Williamson | White | 188 | 198.3941 | 696 | -1.49% |
518653 | Jake Elmore | Unassigned | 228 | 236.6382 | 592 | -1.46% |
592743 | Andrelton Simmons | Other_Latin | 1313 | 1371.643 | 4019 | -1.46% |
452239 | Justin Maxwell | Black | 140 | 147.6367 | 525 | -1.45% |
666560 | Byung Ho Park | Asian | 163 | 171.0046 | 567 | -1.41% |
519295 | Jake Smolinski | White | 395 | 411.3103 | 1156 | -1.41% |
572228 | Luke Voit | White | 144 | 152.5779 | 610 | -1.41% |
518692 | Freddie Freeman | White | 785 | 844.6463 | 4242 | -1.41% |
446653 | Jose Lobaton | Venezuela | 253 | 266.8339 | 1008 | -1.37% |
475100 | Scott Van Slyke | White | 255 | 266.4146 | 839 | -1.36% |
477165 | Brett Wallace | White | 251 | 262.2752 | 846 | -1.33% |
607208 | Trea Turner | White | 1114 | 1158.404 | 3334 | -1.33% |
475174 | Yonder Alonso | Cuba | 995 | 1046.742 | 3929 | -1.32% |
455104 | Chris Iannetta | White | 848 | 888.6471 | 3098 | -1.31% |
592325 | Ben Gamel | White | 701 | 727.4572 | 2023 | -1.31% |
491696 | Jesus Sucre | Venezuela | 327 | 340.0854 | 1006 | -1.30% |
572114 | Ryan Schimpf | White | 434 | 451.656 | 1358 | -1.30% |
488681 | Brandon Barnes | White | 217 | 226.027 | 699 | -1.29% |
547180 | Bryce Harper | White | 1258 | 1327.469 | 5403 | -1.29% |
489149 | Logan Morrison | White | 1006 | 1052.255 | 3765 | -1.23% |
592567 | Colin Moran | White | 262 | 273.2392 | 915 | -1.23% |
493472 | Eric Campbell | White | 224 | 232.6078 | 706 | -1.22% |
453064 | Troy Tulowitzki | White | 1021 | 1057.261 | 2989 | -1.21% |
592518 | Manny Machado | US_Latino | 1522 | 1588.145 | 5472 | -1.21% |
518960 | Jonathan Lucroy | White | 1601 | 1652.286 | 4246 | -1.21% |
543768 | Travis Shaw | White | 1266 | 1317.667 | 4279 | -1.21% |
458913 | Eric Young | Black | 182 | 188.6757 | 589 | -1.13% |
622110 | Matt Duffy | White | 980 | 1014.777 | 3077 | -1.13% |
543333 | Eric Hosmer | White | 1510 | 1570.288 | 5364 | -1.12% |
541645 | Avisail Garcia | Venezuela | 700 | 733.8068 | 3038 | -1.11% |
606466 | Ketel Marte | Dominican | 966 | 999.1782 | 2996 | -1.11% |
543305 | Aaron Hicks | White | 1166 | 1210.293 | 4018 | -1.10% |
622168 | Yairo Munoz | Dominican | 165 | 171.2263 | 566 | -1.10% |
519058 | Mike Moustakas | White | 1082 | 1124.08 | 3857 | -1.09% |
150029 | Jayson Werth | White | 1388 | 1427.333 | 3609 | -1.09% |
650402 | Gleyber Torres | Venezuela | 307 | 317.9869 | 1034 | -1.06% |
543484 | Mikie Mahtook | White | 717 | 739.2193 | 2092 | -1.06% |
572039 | Stephen Piscotty | White | 989 | 1025.706 | 3468 | -1.06% |
656555 | Rhys Hoskins | White | 740 | 764.5432 | 2333 | -1.05% |
642086 | Dominic Smith | Black | 212 | 218.7755 | 651 | -1.04% |
457705 | Andrew McCutchen | Black | 1785 | 1848.342 | 6141 | -1.03% |
581527 | Devon Travis | US_Latino | 868 | 893.269 | 2462 | -1.03% |
446308 | Matt Wieters | White | 848 | 877.8373 | 2913 | -1.02% |
605131 | Austin Barnes | White | 622 | 638.9778 | 1680 | -1.01% |
448602 | Mark Reynolds | White | 1082 | 1119.913 | 3781 | -1.00% |
425567 | Alex Rios | US_Latino | 306 | 315.0728 | 905 | -1.00% |
425834 | B. J. Upton | Black | 436 | 450.6269 | 1462 | -1.00% |
518649 | Brett Eibner | Unassigned | 151 | 156.0393 | 508 | -0.99% |
596115 | Trevor Story | White | 977 | 1010.229 | 3387 | -0.98% |
609275 | Adalberto Mondesi | US_Latino | 207 | 213.982 | 716 | -0.98% |
594694 | Wilmer Difo | Dominican | 480 | 495.9508 | 1639 | -0.97% |
489138 | Tyler Moore | White | 234 | 241.3283 | 761 | -0.96% |
424325 | David Ross | White | 235 | 242.7958 | 814 | -0.96% |
571437 | Aaron Altherr | White | 767 | 789.3485 | 2365 | -0.94% |
471865 | Carlos Gonzalez | Venezuela | 926 | 963.852 | 4010 | -0.94% |
592696 | Eddie Rosario | US_Latino | 822 | 850.3135 | 3014 | -0.94% |
502317 | Chris Heisey | White | 242 | 248.7239 | 718 | -0.94% |
446334 | Evan Longoria | White | 1538 | 1582.817 | 4802 | -0.93% |
425509 | Jhonny Peralta | Dominican | 495 | 513.2551 | 1961 | -0.93% |
543238 | Anthony Gose | Black | 366 | 377.5463 | 1245 | -0.93% |
453211 | Drew Stubbs | White | 251 | 257.1287 | 661 | -0.93% |
493596 | Gordon Beckham | White | 397 | 408.2272 | 1216 | -0.92% |
621566 | Matt Olson | White | 580 | 599.1236 | 2076 | -0.92% |
594838 | Philip Gosselin | White | 352 | 360.1425 | 895 | -0.91% |
622194 | Bruce Maxwell | White | 321 | 329.8249 | 992 | -0.89% |
500874 | Jose Martinez | Venezuela | 685 | 703.1516 | 2049 | -0.89% |
408045 | Joe Mauer | White | 2378 | 2431.44 | 6083 | -0.88% |
276519 | Jimmy Rollins | Black | 473 | 486.5473 | 1556 | -0.87% |
640461 | Chad Pinder | White | 320 | 330.1361 | 1188 | -0.85% |
595284 | Andrew Knapp | White | 261 | 268.7208 | 905 | -0.85% |
408234 | Miguel Cabrera | Venezuela | 964 | 994.1814 | 3546 | -0.85% |
488771 | Jason Castro | White | 791 | 813.2298 | 2688 | -0.83% |
453568 | Charlie Blackmon | White | 1967 | 2014.878 | 5844 | -0.82% |
554429 | Dustin Ackley | White | 284 | 290.6199 | 822 | -0.81% |
621439 | Byron Buxton | Black | 684 | 700.272 | 2031 | -0.80% |
542194 | Christian Bethancourt | Other_Latin | 152 | 156.3022 | 537 | -0.80% |
465041 | Francisco Cervelli | White | 1211 | 1241.39 | 3826 | -0.79% |
459964 | Matthew Joyce | White | 872 | 897.0373 | 3155 | -0.79% |
605137 | Josh Bell | Black | 861 | 884.9517 | 3086 | -0.78% |
502110 | J. D. Martinez | US_Latino | 1072 | 1106 | 4410 | -0.77% |
594953 | Daniel Palka | White | 268 | 275.1033 | 936 | -0.76% |
596847 | Ji-Man Choi | Asian | 267 | 273.7533 | 890 | -0.76% |
571466 | Tucker Barnhart | White | 870 | 893.022 | 3038 | -0.76% |
641820 | Trey Mancini | White | 699 | 716.6914 | 2353 | -0.75% |
543281 | Josh Harrison | Black | 949 | 971.9627 | 3069 | -0.75% |
503556 | Marwin Gonzalez | Venezuela | 1348 | 1377.422 | 4053 | -0.73% |
657557 | Paul DeJong | White | 579 | 592.2743 | 1832 | -0.72% |
543760 | Marcus Semien | Black | 1661 | 1698.022 | 5128 | -0.72% |
656941 | Kyle Schwarber | White | 925 | 947.6005 | 3147 | -0.72% |
502100 | Alex Presley | White | 310 | 316.2727 | 879 | -0.71% |
553988 | Dixon Machado | Venezuela | 375 | 382.4772 | 1061 | -0.70% |
460269 | Chris Gimenez | US_Latino | 425 | 433.6134 | 1242 | -0.69% |
594988 | Scott Schebler | White | 484 | 498.7441 | 2130 | -0.69% |
592230 | Kaleb Cowart | White | 217 | 221.7817 | 698 | -0.69% |
544725 | Leury Garcia | Dominican | 302 | 308.8154 | 1006 | -0.68% |
608336 | Joey Gallo | White | 613 | 631.0652 | 2670 | -0.68% |
594824 | Greg Garcia | US_Latino | 646 | 659.2486 | 1960 | -0.68% |
572821 | Brian Dozier | White | 2087 | 2129.201 | 6246 | -0.68% |
641598 | Mitch Garver | White | 377 | 383.502 | 964 | -0.67% |
596143 | Luis Sardinas | Venezuela | 236 | 240.5359 | 673 | -0.67% |
489232 | Anthony Recker | Unassigned | 171 | 174.4836 | 518 | -0.67% |
460075 | Ryan Braun | White | 1041 | 1065.12 | 3588 | -0.67% |
454560 | A. J. Ellis | White | 702 | 715.0491 | 1949 | -0.67% |
608701 | Rob Refsnyder | White | 334 | 340.2452 | 937 | -0.67% |
450314 | Ben Zobrist | White | 2055 | 2093.083 | 5726 | -0.67% |
606115 | Orlando Arcia | Venezuela | 566 | 578.4035 | 1877 | -0.66% |
527043 | Jefry Marte | Dominican | 471 | 481.0091 | 1523 | -0.66% |
571740 | Billy Hamilton | Black | 1336 | 1362.051 | 3972 | -0.66% |
608700 | Kevin Plawecki | White | 527 | 537.4121 | 1604 | -0.65% |
543257 | Robbie Grossman | White | 1110 | 1131.543 | 3362 | -0.64% |
656305 | Matt Chapman | White | 744 | 758.0422 | 2194 | -0.64% |
458731 | Brett Gardner | White | 2494 | 2537.514 | 6807 | -0.64% |
453943 | Todd Frazier | White | 1604 | 1638.392 | 5381 | -0.64% |
461314 | Matt Kemp | Black | 1100 | 1125.122 | 3941 | -0.64% |
457763 | Buster Posey | White | 1318 | 1346.09 | 4436 | -0.63% |
592178 | Kris Bryant | White | 1356 | 1389.33 | 5302 | -0.63% |
596146 | Max Kepler | White | 1145 | 1166.603 | 3437 | -0.63% |
519184 | Ben Revere | Black | 1128 | 1145.339 | 2802 | -0.62% |
429667 | Ryan Howard | Black | 330 | 339.1099 | 1475 | -0.62% |
502517 | Daniel Murphy | White | 1250 | 1274.18 | 4019 | -0.60% |
457708 | Justin Upton | Black | 1720 | 1753.265 | 5711 | -0.58% |
595777 | Jurickson Profar | Other_Latin | 683 | 695.0333 | 2102 | -0.57% |
605119 | Brian Anderson | White | 470 | 478.9721 | 1571 | -0.57% |
460576 | Carlos Gomez | Dominican | 662 | 677.9375 | 2800 | -0.57% |
429666 | J. J. Hardy | White | 1187 | 1202.946 | 2827 | -0.56% |
500871 | Eduardo Escobar | Venezuela | 1151 | 1171.429 | 3622 | -0.56% |
502143 | Danny Valencia | White | 1232 | 1252.157 | 3586 | -0.56% |
624424 | Michael Conforto | White | 1169 | 1189.999 | 3790 | -0.55% |
621446 | Lewis Brinson | Black | 245 | 249.3566 | 802 | -0.54% |
571448 | Nolan Arenado | US_Latino | 1442 | 1469.534 | 5080 | -0.54% |
596144 | Cheslor Cuthbert | Other_Latin | 487 | 495.6305 | 1595 | -0.54% |
537953 | Daniel Nava | White | 438 | 444.5429 | 1222 | -0.54% |
501981 | Khris Davis | Black | 1198 | 1222.712 | 4618 | -0.54% |
542436 | Cristhian Adames | Dominican | 182 | 185.2195 | 605 | -0.53% |
592444 | JaCoby Jones | Black | 384 | 389.9878 | 1148 | -0.52% |
446381 | Darwin Barney | White | 476 | 482.842 | 1317 | -0.52% |
453203 | Shane Robinson | White | 270 | 274.012 | 774 | -0.52% |
572761 | Matt Carpenter | White | 2324 | 2357.511 | 6576 | -0.51% |
571745 | Mitch Haniger | White | 911 | 924.8473 | 2721 | -0.51% |
471083 | Miguel Montero | Venezuela | 505 | 514.6339 | 1895 | -0.51% |
571970 | Max Muncy | White | 685 | 695.2318 | 2061 | -0.50% |
592200 | Curt Casali | White | 343 | 348.6964 | 1151 | -0.49% |
605548 | Bradley Zimmer | White | 242 | 246.1638 | 842 | -0.49% |
456665 | Steve Pearce | White | 783 | 796.1205 | 2660 | -0.49% |
542921 | Tim Beckham | Black | 863 | 876.6792 | 2785 | -0.49% |
543510 | James McCann | White | 1044 | 1059.059 | 3112 | -0.48% |
518735 | Yasmani Grandal | Cuba | 1557 | 1579.793 | 4836 | -0.47% |
592626 | Joc Pederson | White | 1351 | 1372.065 | 4472 | -0.47% |
430832 | Jose Bautista | Dominican | 1853 | 1881.246 | 6053 | -0.47% |
605480 | Mallex Smith | Black | 552 | 560.5443 | 1832 | -0.47% |
429665 | Edwin Encarnacion | Dominican | 1756 | 1784.161 | 6117 | -0.46% |
443558 | Nelson Cruz | Dominican | 1416 | 1439.888 | 5220 | -0.46% |
462101 | Elvis Andrus | Venezuela | 1625 | 1646.164 | 4689 | -0.45% |
572033 | Josh Phegley | White | 344 | 348.5445 | 1024 | -0.44% |
517370 | Jimmy Paredes | Dominican | 212 | 215.603 | 842 | -0.43% |
452672 | Ryan Hanigan | White | 369 | 373.058 | 969 | -0.42% |
519317 | Giancarlo Stanton | US_Latino | 1353 | 1372.896 | 4821 | -0.41% |
493114 | Nori Aoki | Asian | 827 | 837.0425 | 2441 | -0.41% |
456714 | Billy Butler | White | 635 | 642.4095 | 1825 | -0.41% |
519048 | Mitch Moreland | White | 1237 | 1254.375 | 4290 | -0.41% |
518595 | Travis d'Arnaud | White | 583 | 590.4886 | 1851 | -0.40% |
425796 | Jeff Francoeur | White | 312 | 316.0971 | 1046 | -0.39% |
592348 | Niko Goodrum | Black | 305 | 308.9023 | 1008 | -0.39% |
543939 | Kolten Wong | White | 1053 | 1066.146 | 3431 | -0.38% |
545341 | Randal Grichuk | White | 943 | 955.2288 | 3201 | -0.38% |
459431 | Michael Saunders | Black | 543 | 549.9751 | 1948 | -0.36% |
592885 | Christian Yelich | White | 1817 | 1838.071 | 5892 | -0.36% |
608369 | Corey Seager | White | 669 | 679.4137 | 2913 | -0.36% |
664023 | Ian Happ | White | 524 | 530.66 | 1882 | -0.35% |
600301 | Taylor Motter | White | 331 | 334.2418 | 922 | -0.35% |
607385 | Tyler Collins | White | 304 | 307.5567 | 1029 | -0.35% |
592206 | Nick Castellanos | US_Latino | 1190 | 1204.416 | 4255 | -0.34% |
594777 | Kole Calhoun | White | 1301 | 1317.507 | 4924 | -0.34% |
543401 | Jason Kipnis | White | 1792 | 1809.01 | 5166 | -0.33% |
467055 | Pablo Sandoval | Venezuela | 480 | 485.773 | 1767 | -0.33% |
628338 | Guillermo Heredia | Cuba | 516 | 521.0011 | 1546 | -0.32% |
605512 | Preston Tucker | White | 346 | 350.0815 | 1263 | -0.32% |
542583 | Jesus Aguilar | Venezuela | 726 | 732.8808 | 2146 | -0.32% |
434778 | Kendrys Morales | Cuba | 1382 | 1397.375 | 4868 | -0.32% |
573627 | Kennys Vargas | US_Latino | 457 | 461.2041 | 1416 | -0.30% |
592261 | Delino DeShields | Black | 1309 | 1319.285 | 3517 | -0.29% |
400121 | Victor Martinez | Venezuela | 1205 | 1216.345 | 3980 | -0.29% |
595375 | JT Riddle | White | 327 | 329.8656 | 1019 | -0.28% |
518792 | Jason Heyward | Black | 1492 | 1505.274 | 4724 | -0.28% |
502082 | Lonnie Chisenhall | White | 595 | 600.7019 | 2050 | -0.28% |
451594 | Dexter Fowler | Black | 1494 | 1508.141 | 5119 | -0.28% |
491676 | Gorkys Hernandez | Venezuela | 484 | 488.4985 | 1637 | -0.27% |
435063 | Mike Napoli | White | 1315 | 1326.369 | 4159 | -0.27% |
499624 | Chris Colabello | White | 232 | 234.1816 | 813 | -0.27% |
519203 | Anthony Rizzo | White | 1745 | 1759.568 | 5787 | -0.25% |
430001 | Rickie Weeks | White | 298 | 300.4642 | 979 | -0.25% |
452678 | Asdrubal Cabrera | Venezuela | 1146 | 1156.115 | 4074 | -0.25% |
543807 | George Springer | US_Latino | 1475 | 1488.697 | 5524 | -0.25% |
592273 | Brandon Drury | White | 843 | 848.6963 | 2340 | -0.24% |
518934 | DJ LeMahieu | White | 2055 | 2068.718 | 5636 | -0.24% |
543829 | Dee Gordon | Black | 1230 | 1238.244 | 3422 | -0.24% |
435559 | Kurt Suzuki | White | 839 | 845.3795 | 2718 | -0.23% |
501983 | Travis Snider | White | 159 | 160.3118 | 559 | -0.23% |
150229 | A. J. Pierzynski | White | 250 | 252.2418 | 972 | -0.23% |
518614 | Daniel Descalso | White | 929 | 935.7753 | 2975 | -0.23% |
452655 | Denard Span | Black | 1409 | 1418.074 | 4086 | -0.22% |
519222 | Austin Romine | White | 388 | 390.7584 | 1257 | -0.22% |
488912 | Tuffy Gosewisch | White | 196 | 197.1265 | 532 | -0.21% |
520471 | Freddy Galvis | Venezuela | 1558 | 1567.843 | 4694 | -0.21% |
457759 | Justin Turner | White | 1492 | 1501.814 | 4853 | -0.20% |
571918 | Deven Marrero | US_Latino | 248 | 249.4419 | 715 | -0.20% |
608070 | Jose Ramirez | Dominican | 1818 | 1828.372 | 5567 | -0.19% |
593934 | Miguel Sano | Dominican | 1070 | 1076.586 | 3733 | -0.18% |
545361 | Mike Trout | White | 2082 | 2092.9 | 6471 | -0.17% |
571830 | Tommy Joseph | White | 501 | 503.7531 | 1666 | -0.17% |
596059 | Rougned Odor | Venezuela | 1224 | 1230.559 | 4006 | -0.16% |
452234 | Seth Smith | White | 1073 | 1077.567 | 3137 | -0.15% |
475253 | Justin Smoak | White | 1309 | 1315.327 | 4358 | -0.15% |
434563 | Carlos Ruiz | Other_Latin | 645 | 647.524 | 1788 | -0.14% |
425783 | Shin-Soo Choo | Asian | 1607 | 1613.859 | 5079 | -0.14% |
519333 | Matt Szczur | White | 322 | 323.4586 | 1090 | -0.13% |
435064 | Bobby Wilson | White | 325 | 326.1683 | 1018 | -0.11% |
461235 | Brandon Moss | White | 729 | 732.0718 | 2706 | -0.11% |
547982 | Leonys Martin | Cuba | 739 | 741.6889 | 2404 | -0.11% |
608597 | Ronald Guzman | Dominican | 265 | 265.9019 | 848 | -0.11% |
643393 | Tony Kemp | Black | 338 | 339.025 | 967 | -0.11% |
546991 | Albert Almora | US_Latino | 511 | 512.5683 | 1484 | -0.11% |
501896 | David Freese | White | 1323 | 1327.187 | 4092 | -0.10% |
543228 | Yan Gomes | US_Latino | 775 | 777.5874 | 2570 | -0.10% |
640447 | Phil Ervin | White | 216 | 216.6474 | 646 | -0.10% |
430605 | Ryan Raburn | White | 325 | 326.0925 | 1145 | -0.10% |
435522 | Neil Walker | White | 1197 | 1200.62 | 3926 | -0.09% |
444432 | Mark Trumbo | White | 1247 | 1250.755 | 4179 | -0.09% |
452220 | Stephen Drew | White | 537 | 538.4127 | 1669 | -0.08% |
595885 | Greg Bird | White | 503 | 504.3654 | 1655 | -0.08% |
572287 | Mike Zunino | White | 838 | 840.3846 | 2976 | -0.08% |
460086 | Alex Gordon | Black | 1346 | 1349.262 | 4562 | -0.07% |
456715 | Lorenzo Cain | Black | 1522 | 1525.199 | 4972 | -0.06% |
474892 | Chris Carter | Black | 855 | 856.91 | 3081 | -0.06% |
543776 | JB Shuck | White | 402 | 402.662 | 1083 | -0.06% |
514917 | Cesar Hernandez | Venezuela | 1722 | 1725.02 | 5221 | -0.06% |
641531 | Hunter Dozier | White | 252 | 252.4347 | 796 | -0.05% |
457706 | Austin Jackson | Black | 1171 | 1172.657 | 3358 | -0.05% |
664056 | Harrison Bader | White | 370 | 370.47 | 1140 | -0.04% |
543068 | C. J. Cron | White | 1029 | 1029.939 | 3244 | -0.03% |
607043 | Brandon Nimmo | White | 682 | 682.5528 | 2121 | -0.03% |
430947 | Erick Aybar | Dominican | 798 | 798.3336 | 2417 | -0.01% |
523253 | Logan Forsythe | White | 2012 | 2012.538 | 5363 | -0.01% |
453056 | Jacoby Ellsbury | White | 976 | 976.2879 | 3101 | -0.01% |
502054 | Tommy Pham | White | 1148 | 1148.208 | 3433 | -0.01% |
446481 | Sean Rodriguez | White | 508 | 508.1051 | 1747 | -0.01% |
576397 | Jedd Gyorko | White | 1040 | 1040.061 | 3610 | 0.00% |
543543 | Brad Miller | White | 983 | 982.8974 | 3439 | 0.00% |
570799 | Christian Villanueva | Other_Latin | 192 | 191.9451 | 738 | 0.01% |
593871 | Jorge Polanco | Dominican | 933 | 932.8092 | 2552 | 0.01% |
641319 | Carlos Asuaje | Venezuela | 364 | 363.9006 | 1151 | 0.01% |
455139 | Robinson Chirinos | Venezuela | 832 | 831.6784 | 2705 | 0.01% |
485567 | Ezequiel Carrera | Venezuela | 616 | 615.6 | 1840 | 0.02% |
121347 | Alex Rodriguez | US_Latino | 532 | 531.4286 | 1841 | 0.03% |
656185 | Greg Allen | Black | 232 | 231.7914 | 653 | 0.03% |
643217 | Andrew Benintendi | White | 972 | 970.6805 | 3182 | 0.04% |
518568 | Christian Colon | US_Latino | 254 | 253.6829 | 705 | 0.04% |
571697 | Scooter Gennett | White | 1069 | 1067.256 | 3596 | 0.05% |
446359 | Zack Cozart | White | 1081 | 1079.374 | 3115 | 0.05% |
592685 | Drew Robinson | White | 208 | 207.6749 | 622 | 0.05% |
605486 | Cory Spangenberg | White | 710 | 708.758 | 2281 | 0.05% |
628356 | Jung Ho Kang | Asian | 697 | 695.8226 | 1978 | 0.06% |
592663 | J. T. Realmuto | White | 1380 | 1377.523 | 4144 | 0.06% |
596019 | Francisco Lindor | Dominican | 1560 | 1556.913 | 5127 | 0.06% |
543063 | Brandon Crawford | White | 1076 | 1073.279 | 4219 | 0.06% |
472528 | Luis Valbuena | Venezuela | 1010 | 1007.755 | 3418 | 0.07% |
570731 | Jonathan Schoop | White | 839 | 836.7979 | 3273 | 0.07% |
575929 | Willson Contreras | Venezuela | 765 | 763.2029 | 2579 | 0.07% |
570256 | Gregory Polanco | Dominican | 1350 | 1346.77 | 4513 | 0.07% |
593528 | Jorge Bonifacio | Dominican | 350 | 348.9443 | 1371 | 0.08% |
572365 | Ryan Goins | White | 906 | 903.6689 | 2496 | 0.09% |
543216 | Conor Gillaspie | White | 262 | 261.0696 | 915 | 0.10% |
621433 | Brett Phillips | Unassigned | 182 | 181.4187 | 558 | 0.10% |
622534 | Manuel Margot | Dominican | 732 | 729.704 | 2084 | 0.11% |
660670 | Ronald Acuna | Venezuela | 289 | 287.7438 | 1083 | 0.12% |
150212 | Michael Cuddyer | White | 259 | 258.1088 | 765 | 0.12% |
460099 | Nolan Reimold | White | 323 | 321.5907 | 1014 | 0.14% |
467827 | Gerardo Parra | US_Latino | 883 | 878.9899 | 2872 | 0.14% |
595978 | Austin Hedges | White | 526 | 523.6919 | 1622 | 0.14% |
544369 | Didi Gregorius | Other_Latin | 1033 | 1027.428 | 3842 | 0.15% |
608324 | Alex Bregman | White | 1181 | 1175.511 | 3676 | 0.15% |
643603 | Tyler White | White | 500 | 497.7762 | 1439 | 0.15% |
434670 | Hanley Ramirez | Dominican | 1022 | 1016.454 | 3518 | 0.16% |
570482 | Gio Urshela | Other_Latin | 247 | 245.6516 | 825 | 0.16% |
643396 | Isiah Kiner-Falefa | White | 340 | 338.5559 | 879 | 0.16% |
543685 | Anthony Rendon | US_Latino | 1797 | 1788.246 | 5306 | 0.16% |
488818 | Chase d'Arnaud | White | 318 | 316.5712 | 856 | 0.17% |
463610 | Gregorio Petit | Venezuela | 210 | 208.9961 | 589 | 0.17% |
457803 | Jay Bruce | White | 1069 | 1061.051 | 4295 | 0.19% |
607345 | Kevan Smith | White | 266 | 264.3832 | 829 | 0.20% |
593160 | Whit Merrifield | White | 1041 | 1034.688 | 3134 | 0.20% |
474568 | Jordy Mercer | White | 1598 | 1589.265 | 4275 | 0.20% |
660162 | Yoan Moncada | Cuba | 685 | 680.444 | 2122 | 0.21% |
611177 | Adonis Garcia | Cuba | 497 | 493.4026 | 1572 | 0.23% |
425902 | Prince Fielder | Black | 567 | 562.2689 | 2031 | 0.23% |
475582 | Ryan Zimmerman | White | 1384 | 1374.735 | 3975 | 0.23% |
514888 | Jose Altuve | Venezuela | 1425 | 1414.03 | 4702 | 0.23% |
444843 | Andre Ethier | US_Latino | 322 | 319.455 | 1090 | 0.23% |
642162 | Pat Valaika | White | 171 | 169.7041 | 549 | 0.24% |
600524 | Renato Nunez | Venezuela | 189 | 187.6203 | 576 | 0.24% |
452254 | Hunter Pence | White | 953 | 945.462 | 3086 | 0.24% |
444379 | John Jaso | White | 652 | 646.3643 | 2178 | 0.26% |
448801 | Chris Davis | White | 1560 | 1546.128 | 5361 | 0.26% |
573135 | Tyler Saladino | White | 746 | 740.4979 | 2104 | 0.26% |
572122 | Kyle Seager | White | 1764 | 1749.63 | 5472 | 0.26% |
605141 | Mookie Betts | Black | 2518 | 2500.264 | 6744 | 0.26% |
608703 | Matt Reynolds | Unassigned | 201 | 199.4978 | 567 | 0.26% |
573131 | Darin Ruf | White | 264 | 261.8765 | 787 | 0.27% |
435622 | Ian Desmond | White | 1474 | 1461.757 | 4506 | 0.27% |
641553 | Adam Engel | White | 484 | 480.092 | 1402 | 0.28% |
460060 | Cliff Pennington | White | 473 | 468.7666 | 1511 | 0.28% |
571976 | Wil Myers | White | 1461 | 1448.216 | 4534 | 0.28% |
598265 | Jackie Bradley | Black | 1314 | 1301.97 | 4241 | 0.28% |
431094 | Aaron Hill | White | 643 | 637.4848 | 1878 | 0.29% |
571718 | Brian Goodwin | Black | 431 | 427.4389 | 1204 | 0.30% |
430945 | Adam Jones | Black | 856 | 845.5146 | 3545 | 0.30% |
608577 | Nomar Mazara | Dominican | 1210 | 1198.932 | 3725 | 0.30% |
134181 | Adrian Beltre | Dominican | 1405 | 1392.214 | 4273 | 0.30% |
595879 | Javier Baez | US_Latino | 795 | 786.3804 | 2801 | 0.31% |
553882 | Omar Narvaez | Venezuela | 517 | 511.7865 | 1658 | 0.31% |
514913 | Ruben Tejada | Other_Latin | 312 | 308.4641 | 1107 | 0.32% |
519306 | Steven Souza | White | 1127 | 1114.758 | 3814 | 0.32% |
596142 | Gary Sanchez | Dominican | 817 | 808.844 | 2538 | 0.32% |
578428 | Jose Iglesias | Cuba | 1499 | 1486.536 | 3642 | 0.34% |
476883 | Pedro Alvarez | Dominican | 621 | 613.3523 | 2202 | 0.35% |
545338 | Nick Franklin | White | 232 | 229.0516 | 818 | 0.36% |
405395 | Albert Pujols | Dominican | 1631 | 1613.431 | 4852 | 0.36% |
120074 | David Ortiz | Dominican | 691 | 681.2693 | 2672 | 0.36% |
449107 | Mike Aviles | White | 422 | 417.7246 | 1170 | 0.37% |
434658 | Rajai Davis | Black | 803 | 793.3815 | 2610 | 0.37% |
542364 | Rafael Ortega | Venezuela | 230 | 227.5595 | 661 | 0.37% |
435263 | Brian McCann | White | 1317 | 1302.744 | 3857 | 0.37% |
592387 | Ryon Healy | White | 1014 | 1003.345 | 2742 | 0.39% |
506702 | Sandy Leon | Venezuela | 777 | 768.0343 | 2270 | 0.39% |
452095 | Tyler Flowers | White | 843 | 831.5962 | 2848 | 0.40% |
608365 | Addison Russell | US_Latino | 1197 | 1180.878 | 4015 | 0.40% |
400085 | Ichiro Suzuki | Asian | 785 | 776.1096 | 2197 | 0.40% |
501659 | Abraham Almonte | Dominican | 448 | 441.6839 | 1549 | 0.41% |
605233 | Derek Fisher | Unassigned | 205 | 202.5682 | 587 | 0.41% |
407893 | Mark Teixeira | White | 608 | 599.5234 | 2036 | 0.42% |
434604 | Mike Morse | White | 162 | 159.439 | 602 | 0.43% |
605113 | Nick Ahmed | White | 860 | 848.9854 | 2585 | 0.43% |
545350 | Jake Marisnick | White | 620 | 611.1235 | 2056 | 0.43% |
594828 | Evan Gattis | White | 1095 | 1079.305 | 3575 | 0.44% |
500743 | Miguel Rojas | Venezuela | 774 | 764.4077 | 2176 | 0.44% |
502210 | Josh Reddick | White | 1506 | 1485.686 | 4602 | 0.44% |
133380 | Aramis Ramirez | Dominican | 235 | 231.1924 | 840 | 0.45% |
594011 | Rosell Herrera | Dominican | 174 | 171.3215 | 590 | 0.45% |
607680 | Kevin Pillar | White | 1559 | 1540.114 | 4158 | 0.45% |
592620 | Jarrett Parker | White | 244 | 240.1605 | 832 | 0.46% |
543302 | Chris Herrmann | White | 399 | 392.7727 | 1345 | 0.46% |
429711 | Franklin Gutierrez | Venezuela | 434 | 427.8242 | 1330 | 0.46% |
460026 | Nick Hundley | White | 659 | 648.0562 | 2348 | 0.47% |
649557 | Aledmys Diaz | Cuba | 612 | 602.275 | 2024 | 0.48% |
446263 | Lucas Duda | White | 1261 | 1242.297 | 3865 | 0.48% |
650490 | Yandy Diaz | Cuba | 224 | 220.5811 | 703 | 0.49% |
641343 | Jake Bauers | White | 296 | 291.3644 | 939 | 0.49% |
452252 | Adam Lind | White | 956 | 942.8225 | 2662 | 0.50% |
519083 | Derek Norris | White | 893 | 879.8893 | 2633 | 0.50% |
542455 | Oswaldo Arcia | Venezuela | 166 | 163.2118 | 557 | 0.50% |
572204 | Trayce Thompson | White | 475 | 467.7765 | 1429 | 0.51% |
506560 | Alexi Amarista | Venezuela | 492 | 485.1144 | 1345 | 0.51% |
453923 | Gregor Blanco | Venezuela | 804 | 791.3459 | 2414 | 0.52% |
430637 | Kelly Johnson | White | 423 | 415.9473 | 1345 | 0.52% |
621002 | Daniel Robertson | White | 505 | 497.4413 | 1439 | 0.53% |
517369 | Jose Pirela | Venezuela | 652 | 642.2166 | 1833 | 0.53% |
519023 | Devin Mesoraco | White | 334 | 328.0733 | 1096 | 0.54% |
571506 | Justin Bour | White | 1216 | 1195.643 | 3737 | 0.54% |
608384 | Nick Williams | White | 404 | 396.36 | 1354 | 0.56% |
546318 | Odubel Herrera | Venezuela | 1343 | 1317.884 | 4381 | 0.57% |
622666 | Johan Camargo | Other_Latin | 465 | 456.0216 | 1532 | 0.59% |
547379 | Roberto Perez | US_Latino | 749 | 735.4651 | 2300 | 0.59% |
543308 | John Hicks | White | 213 | 207.9906 | 845 | 0.59% |
543376 | Caleb Joseph | White | 661 | 649.1486 | 1990 | 0.60% |
621043 | Carlos Correa | US_Latino | 1571 | 1541.801 | 4855 | 0.60% |
570560 | Carlos Sanchez | Venezuela | 1222 | 1201.09 | 3400 | 0.62% |
542303 | Marcell Ozuna | Dominican | 1359 | 1329.955 | 4566 | 0.64% |
457454 | Jarrod Saltalamacchia | White | 367 | 359.1489 | 1212 | 0.65% |
571875 | Jake Lamb | White | 1404 | 1376.133 | 4281 | 0.65% |
519025 | Will Middlebrooks | White | 251 | 246.379 | 707 | 0.65% |
570267 | Domingo Santana | Dominican | 875 | 855.9435 | 2913 | 0.65% |
516782 | Starling Marte | Dominican | 978 | 955.3595 | 3410 | 0.66% |
542979 | Keon Broxton | Black | 542 | 529.6458 | 1825 | 0.68% |
642708 | Amed Rosario | Dominican | 448 | 439.6273 | 1232 | 0.68% |
500208 | Yangervis Solarte | Venezuela | 1009 | 985.3833 | 3451 | 0.68% |
614177 | Franmil Reyes | Dominican | 198 | 193.7548 | 620 | 0.68% |
571980 | Tyler Naquin | White | 368 | 359.9158 | 1171 | 0.69% |
467092 | Wilson Ramos | Venezuela | 736 | 717.1414 | 2719 | 0.69% |
502671 | Paul Goldschmidt | White | 2206 | 2158.29 | 6775 | 0.70% |
425560 | Adam LaRoche | White | 340 | 332.4567 | 1070 | 0.70% |
595281 | Kevin Kiermaier | White | 956 | 932.9205 | 3241 | 0.71% |
521692 | Salvador Perez | Venezuela | 1003 | 979.0185 | 3314 | 0.72% |
518618 | Derek Dietrich | White | 1083 | 1057.811 | 3441 | 0.73% |
519346 | Eric Thames | Black | 571 | 557.1425 | 1892 | 0.73% |
136860 | Carlos Beltran | US_Latino | 1111 | 1085.899 | 3349 | 0.75% |
434567 | Geovany Soto | US_Latino | 282 | 275.9596 | 805 | 0.75% |
542255 | Ender Inciarte | Venezuela | 1413 | 1380.865 | 4265 | 0.75% |
606192 | Teoscar Hernandez | Dominican | 438 | 426.2619 | 1515 | 0.77% |
501303 | Ehire Adrianza | Venezuela | 469 | 457.565 | 1470 | 0.78% |
519237 | Cameron Rupp | White | 666 | 649.2095 | 2138 | 0.79% |
572816 | Corey Dickerson | White | 844 | 819.3475 | 3105 | 0.79% |
665742 | Juan Soto | Dominican | 391 | 381.3412 | 1212 | 0.80% |
646240 | Rafael Devers | Dominican | 408 | 397.1241 | 1359 | 0.80% |
425900 | Dioner Navarro | Venezuela | 416 | 406.3206 | 1190 | 0.81% |
516416 | Jean Segura | Dominican | 1568 | 1531.317 | 4489 | 0.82% |
621563 | Joey Wendle | White | 440 | 429.9413 | 1219 | 0.83% |
592710 | Josh Rutledge | White | 239 | 234.3266 | 565 | 0.83% |
455976 | Nick Markakis | White | 2254 | 2201.623 | 6301 | 0.83% |
445055 | Jon Jay | White | 1026 | 1000.403 | 3056 | 0.84% |
451089 | Shane Peterson | White | 174 | 168.8861 | 609 | 0.84% |
572073 | Joey Rickard | White | 682 | 667.5445 | 1712 | 0.84% |
608385 | Jesse Winker | White | 320 | 311.6019 | 993 | 0.85% |
407781 | Marlon Byrd | Black | 232 | 223.6061 | 978 | 0.86% |
542340 | Jonathan Villar | Dominican | 1117 | 1084.921 | 3694 | 0.87% |
595909 | Jake Cave | White | 218 | 212.5404 | 626 | 0.87% |
607054 | Jace Peterson | White | 1122 | 1092.612 | 3348 | 0.88% |
466320 | Melky Cabrera | Dominican | 1489 | 1450.429 | 4374 | 0.88% |
434158 | Curtis Granderson | Black | 2152 | 2095.958 | 6237 | 0.90% |
624428 | Adam Frazier | White | 680 | 662.3363 | 1952 | 0.90% |
621311 | David Dahl | White | 240 | 231.8937 | 875 | 0.93% |
542993 | Billy Burns | White | 394 | 381.9483 | 1289 | 0.93% |
534627 | Tyler Holt | Unassigned | 196 | 191.0722 | 521 | 0.95% |
455759 | Chris Young | Black | 719 | 697.8526 | 2209 | 0.96% |
493316 | Yoenis Cespedes | Cuba | 1138 | 1103.864 | 3536 | 0.97% |
527038 | Wilmer Flores | Venezuela | 1070 | 1037.649 | 3289 | 0.98% |
605509 | Kelby Tomlinson | White | 440 | 427.1469 | 1305 | 0.98% |
621035 | Chris Taylor | White | 895 | 865.1526 | 3016 | 0.99% |
624577 | Yasiel Puig | Cuba | 923 | 888.5607 | 3470 | 0.99% |
608671 | Travis Jankowski | White | 758 | 736.886 | 2120 | 1.00% |
430948 | Alberto Callaspo | Venezuela | 221 | 214.5739 | 637 | 1.01% |
642715 | Willy Adames | Dominican | 220 | 212.907 | 691 | 1.03% |
446386 | Brandon Guyer | White | 637 | 614.7295 | 2168 | 1.03% |
458085 | Chris Coghlan | White | 611 | 590.5608 | 1984 | 1.03% |
488862 | Yunel Escobar | Cuba | 756 | 728.1899 | 2682 | 1.04% |
596103 | Austin Slater | White | 252 | 244.3188 | 733 | 1.05% |
488726 | Michael Brantley | Black | 1088 | 1053.194 | 3318 | 1.05% |
543213 | Johnny Giavotella | White | 583 | 566.2 | 1593 | 1.05% |
455117 | Martin Maldonado | US_Latino | 962 | 932.6195 | 2772 | 1.06% |
435062 | Howie Kendrick | Black | 969 | 937.3833 | 2979 | 1.06% |
628329 | Rusney Castillo | Unassigned | 171 | 165.6114 | 507 | 1.06% |
606299 | Jose Peraza | Venezuela | 857 | 831.1051 | 2432 | 1.06% |
407812 | Matt Holliday | White | 696 | 669.5108 | 2467 | 1.07% |
400284 | Chase Utley | White | 1336 | 1296.751 | 3642 | 1.08% |
624585 | Jorge Soler | Cuba | 685 | 659.3384 | 2367 | 1.08% |
592669 | Hunter Renfroe | White | 613 | 592.19 | 1912 | 1.09% |
519390 | Stephen Vogt | White | 1086 | 1052.33 | 3056 | 1.10% |
474832 | Brandon Belt | White | 999 | 949.6126 | 4469 | 1.11% |
545358 | Max Stassi | White | 206 | 198.6464 | 658 | 1.12% |
408299 | Omar Infante | Venezuela | 418 | 405.6494 | 1085 | 1.14% |
457727 | Cameron Maybin | Black | 1420 | 1374.092 | 4031 | 1.14% |
543877 | Christian Vazquez | US_Latino | 634 | 614.4634 | 1708 | 1.14% |
571431 | Matt Adams | White | 639 | 613.4985 | 2227 | 1.15% |
452104 | Chase Headley | White | 1315 | 1267.341 | 4093 | 1.16% |
542908 | Jett Bandy | White | 249 | 239.1708 | 843 | 1.17% |
571771 | Enrique Hernandez | US_Latino | 916 | 882.0768 | 2904 | 1.17% |
571602 | Matt Davidson | White | 666 | 641.4836 | 2085 | 1.18% |
553993 | Eugenio Suarez | Venezuela | 1682 | 1620.747 | 5164 | 1.19% |
572191 | Michael Taylor | Black | 848 | 814.2309 | 2809 | 1.20% |
501571 | Juan Lagares | Dominican | 682 | 659.3564 | 1851 | 1.22% |
542208 | Carlos Perez | Venezuela | 451 | 434.9851 | 1301 | 1.23% |
541650 | Hernan Perez | Venezuela | 892 | 862.1598 | 2423 | 1.23% |
547989 | Jose Abreu | Cuba | 1555 | 1493.148 | 4911 | 1.26% |
592122 | Tyler Austin | White | 254 | 243.501 | 833 | 1.26% |
425772 | Jeff Mathis | White | 396 | 380.3943 | 1236 | 1.26% |
570717 | Ramon Flores | Venezuela | 258 | 248.3001 | 763 | 1.27% |
591741 | Jose Osuna | Venezuela | 212 | 204.0692 | 615 | 1.29% |
408252 | Brandon Phillips | Black | 833 | 796.5876 | 2810 | 1.30% |
596119 | Blake Swihart | White | 420 | 404.0166 | 1233 | 1.30% |
502226 | Craig Gentry | White | 242 | 232.1125 | 760 | 1.30% |
458675 | Colby Rasmus | White | 620 | 590.6353 | 2254 | 1.30% |
547957 | Hyun Soo Kim | Asian | 468 | 449.5306 | 1390 | 1.33% |
477195 | Ike Davis | White | 199 | 191.3356 | 574 | 1.34% |
434636 | Angel Pagan | US_Latino | 929 | 895.312 | 2519 | 1.34% |
596748 | Maikel Franco | Dominican | 998 | 949.6193 | 3616 | 1.34% |
453539 | Sam Fuld | White | 326 | 314.6287 | 839 | 1.36% |
425784 | Rene Rivera | US_Latino | 444 | 424.8431 | 1408 | 1.36% |
444482 | David Peralta | Venezuela | 1096 | 1047.577 | 3541 | 1.37% |
593428 | Xander Bogaerts | Other_Latin | 2200 | 2120.482 | 5811 | 1.37% |
430910 | Brayan Pena | Cuba | 241 | 230.5058 | 763 | 1.38% |
488721 | Peter Bourjos | White | 462 | 441.7026 | 1453 | 1.40% |
461815 | David Murphy | White | 310 | 298.9713 | 784 | 1.41% |
664058 | David Fletcher | White | 306 | 296.2411 | 693 | 1.41% |
474233 | Hank Conger | White | 246 | 234.8248 | 789 | 1.42% |
116338 | Torii Hunter | Black | 274 | 260.3605 | 954 | 1.43% |
461858 | Trevor Plouffe | White | 934 | 895.0727 | 2719 | 1.43% |
518586 | Charlie Culberson | White | 226 | 215.6594 | 722 | 1.43% |
571974 | J. R. Murphy | White | 337 | 322.3985 | 1017 | 1.44% |
516770 | Starlin Castro | Dominican | 1489 | 1424.406 | 4444 | 1.45% |
605412 | Joe Panik | White | 1371 | 1311.011 | 4125 | 1.45% |
543590 | Kirk Nieuwenhuis | White | 415 | 395.1976 | 1343 | 1.47% |
445988 | Martin Prado | Venezuela | 1555 | 1500.295 | 3704 | 1.48% |
460077 | Drew Butera | White | 433 | 414.4265 | 1249 | 1.49% |
572008 | Chris Owings | White | 929 | 887.7045 | 2750 | 1.50% |
408314 | Jose Reyes | Dominican | 1084 | 1037.425 | 3093 | 1.51% |
572041 | A. J. Pollock | White | 1112 | 1063.139 | 3215 | 1.52% |
641313 | Tim Anderson | Black | 909 | 867.6962 | 2703 | 1.53% |
519299 | Eric Sogard | White | 729 | 700.0568 | 1882 | 1.54% |
572019 | Ben Paulsen | White | 176 | 165.075 | 709 | 1.54% |
623182 | Patrick Kivlehan | Unassigned | 145 | 137.2271 | 502 | 1.55% |
553869 | Elias Diaz | Venezuela | 297 | 281.9468 | 960 | 1.57% |
543105 | Alex Dickerson | White | 170 | 160.6674 | 593 | 1.57% |
431171 | Casey McGehee | White | 242 | 230.4108 | 728 | 1.59% |
588751 | Adeiny Hechavarria | Cuba | 875 | 832.0019 | 2658 | 1.62% |
456488 | Eduardo Nunez | Dominican | 959 | 911.661 | 2895 | 1.64% |
449181 | Paulo Orlando | Other_Latin | 448 | 425.1604 | 1391 | 1.64% |
435079 | Ian Kinsler | White | 1761 | 1675.762 | 5183 | 1.64% |
424825 | Coco Crisp | Black | 483 | 459.7575 | 1406 | 1.65% |
493351 | Alexei Ramirez | Cuba | 721 | 687.2565 | 2037 | 1.66% |
621020 | Dansby Swanson | White | 735 | 697.5882 | 2237 | 1.67% |
607387 | Ryan Rua | White | 467 | 444.2356 | 1338 | 1.70% |
664068 | Scott Kingery | White | 366 | 350.5361 | 907 | 1.70% |
457477 | Alejandro De Aza | Dominican | 485 | 459.9586 | 1461 | 1.71% |
592192 | Mark Canha | White | 869 | 827.342 | 2425 | 1.72% |
608061 | T. J. Rivera | White | 175 | 165.465 | 550 | 1.73% |
571757 | Jeremy Hazelbaker | White | 177 | 167.7837 | 515 | 1.79% |
430897 | Nick Swisher | White | 175 | 164.496 | 586 | 1.79% |
467070 | Elian Herrera | Dominican | 149 | 139.7939 | 511 | 1.80% |
444489 | Manny Pina | Venezuela | 482 | 455.9266 | 1428 | 1.83% |
433217 | Andres Blanco | Venezuela | 357 | 335.9573 | 1141 | 1.84% |
493329 | Yuli Gurriel | Cuba | 695 | 655.0282 | 2136 | 1.87% |
408047 | Justin Morneau | White | 183 | 170.3675 | 673 | 1.88% |
456124 | Erik Kratz | White | 251 | 237.9308 | 679 | 1.92% |
630111 | Yasmany Tomas | Cuba | 492 | 457.7853 | 1768 | 1.94% |
425766 | James Loney | White | 377 | 352.0431 | 1267 | 1.97% |
519208 | Clint Robinson | White | 383 | 358.188 | 1250 | 1.98% |
609280 | Miguel Andujar | Dominican | 309 | 288.237 | 1028 | 2.02% |
571912 | Luke Maile | White | 374 | 351.7791 | 1087 | 2.04% |
542454 | Danny Santana | Dominican | 354 | 331.8675 | 1077 | 2.06% |
594807 | Adam Duvall | White | 1087 | 1017.88 | 3338 | 2.07% |
430404 | Jonny Gomes | US_Latino | 267 | 252.6391 | 692 | 2.08% |
571788 | Brock Holt | White | 1382 | 1308.667 | 3484 | 2.10% |
593495 | Daniel Castro | Other_Latin | 201 | 189.9204 | 503 | 2.20% |
461416 | Will Venable | White | 290 | 270.7838 | 858 | 2.24% |
600474 | Pedro Severino | Dominican | 187 | 174.3485 | 562 | 2.25% |
444876 | Alcides Escobar | Venezuela | 1397 | 1302.627 | 4152 | 2.27% |
605125 | Cody Asche | White | 487 | 452.7365 | 1501 | 2.28% |
456422 | Michael Bourn | Black | 667 | 621.6415 | 1975 | 2.30% |
456078 | Welington Castillo | Dominican | 1116 | 1043.928 | 3048 | 2.36% |
429713 | Grady Sizemore | White | 167 | 154.2698 | 538 | 2.37% |
430203 | David DeJesus | White | 223 | 207.3143 | 650 | 2.41% |
474443 | Ivan De Jesus | US_Latino | 186 | 172.9074 | 535 | 2.45% |
455755 | Chris Stewart | White | 391 | 365.8512 | 963 | 2.61% |
595751 | Jorge Alfaro | Other_Latin | 207 | 188.6036 | 682 | 2.70% |
435401 | Skip Schumaker | White | 194 | 179.5353 | 532 | 2.72% |
489267 | Adam Rosales | US_Latino | 514 | 470.7259 | 1543 | 2.80% |
591720 | Ronald Torreyes | Venezuela | 299 | 270.5408 | 879 | 3.24% |
mlbamid | Pitcher Name | Race | Strikes Called | Strikes Expected | Pitches Taken | CSAA% |
673633 | Yoshihisa Hirano | Asian | 171 | 149.2384226 | 552 | 3.94% |
446899 | Brad Ziegler | White | 550 | 481.6394746 | 1841 | 3.71% |
572971 | Dallas Keuchel | White | 2176 | 1951.520563 | 6787 | 3.31% |
519008 | T. J. McFarland | White | 455 | 406.2965034 | 1505 | 3.24% |
489265 | Sergio Romo | US_Latino | 611 | 553.2441252 | 1807 | 3.20% |
434672 | Chris Smith | White | 160 | 142.0079724 | 568 | 3.17% |
621112 | Paul Blackburn | White | 210 | 187.1828383 | 736 | 3.10% |
448609 | Tony Sipp | Black | 486 | 439.0586335 | 1568 | 2.99% |
594835 | Marco Gonzales | US_Latino | 623 | 571.8276141 | 1718 | 2.98% |
605200 | Zach Davies | White | 1283 | 1169.407538 | 3827 | 2.97% |
433584 | Roberto Hernandez | Dominican | 258 | 236.1663729 | 793 | 2.75% |
502046 | Jeff Locke | White | 834 | 761.2487837 | 2665 | 2.73% |
462515 | Miguel Socolovich | Venezuela | 199 | 183.1604356 | 581 | 2.73% |
346798 | Kyle Lohse | White | 453 | 416.1723395 | 1383 | 2.66% |
434643 | Wandy Rodriguez | Dominican | 328 | 303.6846478 | 914 | 2.66% |
502211 | Mike Bolsinger | White | 581 | 538.4337544 | 1626 | 2.62% |
433589 | Yusmeiro Petit | Venezuela | 816 | 757.7080557 | 2273 | 2.56% |
664192 | Joey Lucchesi | White | 346 | 320.176818 | 1013 | 2.55% |
425657 | Javier Lopez | Unassigned | 170 | 155.881883 | 554 | 2.55% |
547943 | Hyun-Jin Ryu | Asian | 630 | 582.7419865 | 1878 | 2.52% |
532077 | Roberto Osuna | Other_Latin | 591 | 544.9056801 | 1854 | 2.49% |
458708 | Josh Tomlin | White | 1330 | 1240.653361 | 3609 | 2.48% |
519267 | Evan Scribner | White | 263 | 247.7802085 | 615 | 2.47% |
628317 | Kenta Maeda | Asian | 1177 | 1087.975843 | 3603 | 2.47% |
548389 | Ross Stripling | White | 786 | 729.5118267 | 2376 | 2.38% |
445926 | Jesse Chavez | White | 1323 | 1229.015098 | 3963 | 2.37% |
518567 | Josh Collmenter | White | 472 | 436.719326 | 1491 | 2.37% |
445276 | Kenley Jansen | Other_Latin | 731 | 683.8978625 | 2007 | 2.35% |
453214 | Steven Wright | White | 931 | 868.4842027 | 2678 | 2.33% |
547888 | Masahiro Tanaka | Asian | 1769 | 1645.27196 | 5317 | 2.33% |
444436 | Ryan Webb | Unassigned | 189 | 177.3482568 | 503 | 2.32% |
477132 | Clayton Kershaw | White | 1810 | 1687.565366 | 5329 | 2.30% |
623430 | Ryan Dull | White | 461 | 429.5128278 | 1380 | 2.28% |
517008 | Alex Colome | Dominican | 752 | 699.169275 | 2363 | 2.24% |
592346 | Chi Chi Gonzalez | US_Latino | 228 | 211.2001742 | 761 | 2.21% |
595307 | Seth Maness | White | 271 | 253.6077615 | 788 | 2.21% |
502748 | Brad Peacock | White | 816 | 764.7744151 | 2337 | 2.19% |
460283 | Jerry Blevins | White | 518 | 486.6766291 | 1435 | 2.18% |
548337 | Logan Verrett | White | 374 | 349.5508622 | 1147 | 2.13% |
453344 | Brandon Morrow | White | 259 | 240.6233377 | 865 | 2.12% |
656547 | Jonathan Holder | White | 330 | 310.1285381 | 936 | 2.12% |
493200 | Seunghwan Oh | Asian | 521 | 486.1586342 | 1645 | 2.12% |
150359 | A. J. Burnett | White | 437 | 410.3294305 | 1261 | 2.12% |
605151 | Archie Bradley | White | 1025 | 962.2074526 | 2969 | 2.11% |
621111 | Walker Buehler | White | 390 | 366.1507504 | 1153 | 2.07% |
474029 | Zach Putnam | White | 187 | 172.7730834 | 689 | 2.06% |
640463 | Braden Shipley | White | 247 | 227.9361119 | 930 | 2.05% |
434718 | Huston Street | White | 221 | 205.8115322 | 750 | 2.03% |
489119 | Wade Miley | White | 1788 | 1673.84124 | 5779 | 1.98% |
518452 | Chad Bettis | White | 1160 | 1084.522693 | 3855 | 1.96% |
543380 | Taylor Jungmann | White | 439 | 412.4232678 | 1381 | 1.92% |
572788 | Tyler Cravy | White | 197 | 184.7806238 | 639 | 1.91% |
453343 | Mark Melancon | US_Latino | 573 | 541.2731269 | 1666 | 1.90% |
444468 | Hector Rondon | Venezuela | 670 | 631.2876083 | 2038 | 1.90% |
503285 | Darren O'Day | White | 535 | 506.6268649 | 1495 | 1.90% |
501925 | Joe Smith | White | 646 | 614.2401346 | 1690 | 1.88% |
656794 | Sean Newcomb | White | 717 | 671.6418214 | 2460 | 1.84% |
642545 | Jaime Barria | Other_Latin | 347 | 326.3293309 | 1147 | 1.80% |
461325 | Tyler Clippard | White | 662 | 620.6887088 | 2293 | 1.80% |
461872 | Anthony Swarzak | White | 415 | 393.531613 | 1215 | 1.77% |
503449 | Wily Peralta | Dominican | 845 | 793.7301668 | 2912 | 1.76% |
605498 | Andrew Suarez | US_Latino | 419 | 397.1530188 | 1263 | 1.73% |
572102 | Keyvius Sampson | Black | 268 | 251.4421333 | 963 | 1.72% |
500610 | Deolis Guerra | Venezuela | 244 | 230.1328633 | 819 | 1.69% |
453646 | Carlos Villanueva | Dominican | 368 | 350.3062401 | 1046 | 1.69% |
433579 | John Danks | White | 567 | 537.6097851 | 1742 | 1.69% |
425844 | Zack Greinke | White | 1995 | 1891.581338 | 6142 | 1.68% |
592665 | Addison Reed | White | 711 | 677.3723076 | 2048 | 1.64% |
408061 | Francisco Rodriguez | Venezuela | 409 | 390.4151243 | 1163 | 1.60% |
595032 | Chase Whitley | White | 231 | 219.9102083 | 701 | 1.58% |
534812 | Kevin Quackenbush | White | 472 | 449.3723353 | 1443 | 1.57% |
462136 | Marco Estrada | Other_Latin | 1861 | 1766.247113 | 6066 | 1.56% |
592779 | Brock Stewart | White | 194 | 183.5290805 | 671 | 1.56% |
458584 | Xavier Cedeno | US_Latino | 378 | 360.300647 | 1136 | 1.56% |
622072 | Alex Wood | White | 1486 | 1417.183997 | 4421 | 1.56% |
449173 | Lucas Harrell | Unassigned | 151 | 142.2777371 | 566 | 1.54% |
445213 | Brandon Kintzler | White | 588 | 562.3948287 | 1673 | 1.53% |
433586 | Santiago Casilla | Dominican | 597 | 568.4576492 | 1865 | 1.53% |
571893 | Adam Liberatore | White | 237 | 225.6018314 | 747 | 1.53% |
621366 | Ryan Borucki | White | 272 | 259.0238933 | 854 | 1.52% |
501822 | Chris Hatcher | White | 506 | 481.1168215 | 1642 | 1.52% |
452657 | Jon Lester | White | 2127 | 2025.3755 | 6814 | 1.49% |
573109 | AJ Ramos | US_Latino | 674 | 643.5345293 | 2053 | 1.48% |
643354 | Donnie Hart | White | 241 | 230.1029952 | 744 | 1.46% |
607536 | Kyle Freeland | White | 905 | 862.1073647 | 2949 | 1.45% |
594798 | Jacob deGrom | White | 1832 | 1752.243788 | 5497 | 1.45% |
554234 | Williams Perez | Venezuela | 475 | 454.5990768 | 1419 | 1.44% |
592135 | Cam Bedrosian | White | 617 | 591.8542053 | 1754 | 1.43% |
543779 | Kevin Siegrist | White | 557 | 532.878425 | 1688 | 1.43% |
453284 | Blake Parker | White | 434 | 414.9658684 | 1332 | 1.43% |
595465 | Dan Winkler | White | 186 | 176.7548581 | 656 | 1.41% |
605154 | John Brebbia | White | 301 | 289.5395752 | 816 | 1.40% |
607067 | Colin Rea | White | 376 | 359.3865087 | 1184 | 1.40% |
502190 | Mike Leake | White | 1864 | 1789.246185 | 5343 | 1.40% |
501625 | Jose Alvarez | Venezuela | 611 | 585.5844603 | 1832 | 1.39% |
519443 | Brandon Workman | White | 250 | 239.811358 | 738 | 1.38% |
518516 | Madison Bumgarner | White | 1675 | 1604.51921 | 5107 | 1.38% |
543054 | Jarred Cosart | White | 414 | 393.4766206 | 1488 | 1.38% |
608665 | Kendall Graveman | White | 1280 | 1226.577188 | 3889 | 1.37% |
571901 | Aaron Loup | White | 530 | 510.146701 | 1469 | 1.35% |
489446 | Kirby Yates | White | 481 | 460.1197382 | 1548 | 1.35% |
429717 | Dan Haren | White | 519 | 498.785106 | 1500 | 1.35% |
502004 | George Kontos | White | 508 | 486.3989151 | 1617 | 1.34% |
519096 | Dan Otero | White | 617 | 594.1005467 | 1717 | 1.33% |
450275 | Mark Lowe | White | 324 | 312.0045989 | 912 | 1.32% |
218596 | Tim Hudson | White | 326 | 313.2606796 | 972 | 1.31% |
621199 | Matthew Bowman | White | 411 | 394.4878747 | 1282 | 1.29% |
527054 | Julio Teheran | Other_Latin | 1902 | 1824.096551 | 6054 | 1.29% |
476589 | Adam Warren | White | 853 | 816.2065674 | 2867 | 1.28% |
285064 | Ryan Vogelsong | White | 644 | 618.2392629 | 2009 | 1.28% |
554340 | Yimi Garcia | Dominican | 204 | 196.0813975 | 621 | 1.28% |
434442 | J. P. Howell | White | 330 | 316.7676297 | 1044 | 1.27% |
488786 | Louis Coleman | White | 276 | 263.9262704 | 955 | 1.26% |
518468 | Michael Blazek | White | 340 | 327.1953309 | 1013 | 1.26% |
502085 | David Robertson | White | 828 | 797.9764586 | 2386 | 1.26% |
520980 | Pedro Baez | Dominican | 543 | 517.4806792 | 2039 | 1.25% |
519322 | Drew Storen | White | 476 | 458.8349115 | 1372 | 1.25% |
456501 | Johnny Cueto | Dominican | 1549 | 1487.389173 | 4960 | 1.24% |
474699 | Vance Worley | White | 636 | 612.2411362 | 1928 | 1.23% |
605182 | Mike Clevinger | White | 1135 | 1091.200006 | 3580 | 1.22% |
519381 | Pat Venditte | White | 212 | 204.6145863 | 610 | 1.21% |
605228 | Jose Fernandez | Dominican | 665 | 642.3834654 | 1904 | 1.19% |
592866 | Trevor Williams | White | 757 | 727.123217 | 2525 | 1.18% |
584171 | Hector Velazquez | Other_Latin | 262 | 251.9784814 | 850 | 1.18% |
501381 | Michael Pineda | Dominican | 1172 | 1131.88258 | 3526 | 1.14% |
596133 | Luke Weaver | White | 638 | 615.3281212 | 1993 | 1.14% |
502202 | Brad Boxberger | White | 582 | 563.381922 | 1648 | 1.13% |
433587 | Felix Hernandez | Venezuela | 1602 | 1546.486755 | 4922 | 1.13% |
458681 | Lance Lynn | White | 1236 | 1183.515093 | 4673 | 1.12% |
488674 | Burke Badenhop | White | 195 | 188.6392753 | 571 | 1.11% |
670950 | Trevor Richards | White | 336 | 323.5014312 | 1123 | 1.11% |
489334 | Craig Stammen | White | 414 | 400.3846442 | 1234 | 1.10% |
595918 | A. J. Cole | White | 418 | 403.2960247 | 1341 | 1.10% |
475243 | Travis Wood | White | 715 | 690.082674 | 2309 | 1.08% |
542432 | Jose Ramirez | Dominican | 294 | 283.188974 | 1005 | 1.08% |
477569 | Fernando Salas | Other_Latin | 601 | 581.2843118 | 1842 | 1.07% |
543901 | Ryan Weber | White | 217 | 210.9703647 | 568 | 1.06% |
607231 | John Gant | White | 487 | 470.4762493 | 1557 | 1.06% |
543294 | Kyle Hendricks | White | 2289 | 2224.720284 | 6090 | 1.06% |
450729 | Doug Fister | White | 1477 | 1433.500155 | 4125 | 1.05% |
571578 | Patrick Corbin | White | 1452 | 1401.017161 | 4849 | 1.05% |
435400 | Jason Motte | White | 281 | 271.4874763 | 916 | 1.04% |
592468 | Nick Kingham | White | 190 | 183.4582397 | 633 | 1.03% |
643493 | Austin Pruitt | White | 402 | 389.9479481 | 1179 | 1.02% |
501697 | Jhan Marinez | Dominican | 287 | 276.407149 | 1043 | 1.02% |
612672 | Wei-Yin Chen | Asian | 1245 | 1207.576302 | 3693 | 1.01% |
519144 | Rick Porcello | White | 2326 | 2260.289341 | 6578 | 1.00% |
623149 | Paul Sewald | White | 356 | 345.4858235 | 1065 | 0.99% |
606965 | Chris Devenski | White | 628 | 609.6996983 | 1862 | 0.98% |
543208 | Sam Gaviglio | White | 609 | 591.7062345 | 1763 | 0.98% |
657610 | Trevor Hildenberger | White | 315 | 306.2602983 | 902 | 0.97% |
571927 | Steven Matz | White | 1172 | 1139.549136 | 3370 | 0.96% |
279571 | Matt Belisle | White | 457 | 444.2592397 | 1324 | 0.96% |
425532 | Jerome Williams | Black | 325 | 314.7501806 | 1072 | 0.96% |
607473 | Chase Bradford | White | 171 | 165.0412012 | 625 | 0.95% |
571670 | Dylan Floro | White | 254 | 246.9222713 | 757 | 0.93% |
450212 | Pat Neshek | White | 548 | 535.6337192 | 1336 | 0.93% |
644364 | Victor Arano | Other_Latin | 147 | 142.3716382 | 511 | 0.91% |
607200 | Erick Fedde | White | 208 | 202.0193323 | 663 | 0.90% |
573186 | Marcus Stroman | Black | 1562 | 1519.748962 | 4686 | 0.90% |
573046 | Mike Morin | White | 311 | 302.9945055 | 892 | 0.90% |
607352 | Joe Biagini | White | 751 | 730.9432204 | 2278 | 0.88% |
606930 | Jacob Barnes | White | 332 | 321.3138932 | 1223 | 0.87% |
457918 | J. A. Happ | White | 1887 | 1835.289195 | 5979 | 0.86% |
592865 | Taylor Williams | White | 155 | 150.4827944 | 524 | 0.86% |
461829 | Gio Gonzalez | US_Latino | 1985 | 1928.588802 | 6587 | 0.86% |
592789 | Noah Syndergaard | White | 1261 | 1227.512938 | 3928 | 0.85% |
608716 | Drew Steckenrider | White | 293 | 285.4245034 | 893 | 0.85% |
572193 | Ryan Tepera | US_Latino | 403 | 389.8977355 | 1550 | 0.85% |
571760 | Andrew Heaney | White | 852 | 830.5701225 | 2553 | 0.84% |
571656 | Buck Farmer | White | 550 | 535.2025826 | 1797 | 0.82% |
608349 | Corey Knebel | White | 739 | 721.5321987 | 2123 | 0.82% |
456034 | David Price | Black | 1967 | 1919.891438 | 5753 | 0.82% |
504379 | Juan Nicasio | Dominican | 829 | 808.2249631 | 2551 | 0.81% |
471911 | Carlos Carrasco | Venezuela | 1803 | 1759.859954 | 5422 | 0.80% |
502171 | Alex Cobb | White | 1063 | 1038.466763 | 3087 | 0.79% |
605538 | Matt Wisler | White | 782 | 761.3127836 | 2609 | 0.79% |
543219 | Sean Gilmartin | White | 301 | 293.8705596 | 901 | 0.79% |
544993 | Steve Geltz | White | 244 | 237.6536352 | 808 | 0.79% |
542914 | Anthony Bass | White | 256 | 249.8639207 | 784 | 0.78% |
518553 | Steve Cishek | White | 778 | 760.8966469 | 2228 | 0.77% |
493157 | Koji Uehara | Asian | 308 | 300.875553 | 947 | 0.75% |
596064 | Henry Owens | White | 209 | 203.0956611 | 785 | 0.75% |
451661 | Josh Fields | White | 406 | 395.795994 | 1365 | 0.75% |
592332 | Kevin Gausman | White | 1772 | 1729.264422 | 5754 | 0.74% |
475115 | Tyson Ross | Black | 1131 | 1103.978314 | 3654 | 0.74% |
641627 | Trevor Gott | White | 217 | 212.108323 | 669 | 0.73% |
502381 | Luke Gregerson | White | 495 | 484.0762814 | 1511 | 0.72% |
607188 | Jake Faria | White | 397 | 387.3164844 | 1342 | 0.72% |
571882 | Derek Law | White | 323 | 316.1410919 | 954 | 0.72% |
605476 | Carson Smith | White | 330 | 323.9779061 | 852 | 0.71% |
570663 | Hansel Robles | Dominican | 661 | 646.1015681 | 2141 | 0.70% |
623439 | Ryan Garton | White | 167 | 163.2544312 | 541 | 0.69% |
502032 | Bud Norris | White | 898 | 878.3075601 | 2848 | 0.69% |
593140 | Michael Feliz | Dominican | 516 | 504.608716 | 1650 | 0.69% |
592340 | Erik Goeddel | White | 331 | 323.2438845 | 1127 | 0.69% |
607625 | Seth Lugo | White | 707 | 692.7820859 | 2074 | 0.69% |
518748 | Justin Grimm | White | 564 | 551.9068402 | 1765 | 0.69% |
541640 | Erasmo Ramirez | Other_Latin | 1062 | 1040.004322 | 3242 | 0.68% |
446372 | Corey Kluber | White | 2317 | 2272.628774 | 6554 | 0.68% |
593958 | Eduardo Rodriguez | Venezuela | 1354 | 1323.659944 | 4563 | 0.66% |
607229 | Robert Gsellman | White | 577 | 564.1803253 | 1938 | 0.66% |
425626 | Chris Capuano | White | 194 | 190.0152944 | 609 | 0.65% |
605446 | Dereck Rodriguez | White | 313 | 307.0558037 | 936 | 0.64% |
543548 | Tommy Milone | White | 792 | 776.9385186 | 2401 | 0.63% |
592804 | Tyler Thornburg | White | 372 | 364.7579413 | 1156 | 0.63% |
545333 | Trevor Bauer | White | 2186 | 2143.632669 | 6802 | 0.62% |
502009 | Mat Latos | White | 490 | 480.1938168 | 1614 | 0.61% |
600526 | Jose Torres | Venezuela | 151 | 147.8429108 | 520 | 0.61% |
543606 | Jake Odorizzi | White | 1662 | 1627.291276 | 5885 | 0.59% |
642229 | Daniel Wright | Unassigned | 142 | 138.9578083 | 518 | 0.59% |
533167 | Matt Shoemaker | White | 992 | 973.4134658 | 3186 | 0.58% |
516910 | Carlos Frias | Dominican | 171 | 167.5309274 | 595 | 0.58% |
594577 | Mike Mayers | White | 176 | 172.7724258 | 560 | 0.58% |
592426 | Luke Jackson | White | 264 | 258.6918495 | 921 | 0.58% |
543506 | Brandon Maurer | White | 606 | 595.0155266 | 1922 | 0.57% |
408241 | Jake Peavy | White | 573 | 562.7226088 | 1831 | 0.56% |
664641 | Ariel Miranda | Cuba | 555 | 544.4194858 | 1895 | 0.56% |
592102 | Cody Allen | White | 853 | 838.3135135 | 2636 | 0.56% |
430599 | Joe Blanton | White | 522 | 513.1565201 | 1623 | 0.54% |
490063 | Matt Garza | US_Latino | 871 | 855.3215383 | 2881 | 0.54% |
543045 | Adam Conley | White | 805 | 789.8876532 | 2804 | 0.54% |
451584 | Wade Davis | White | 653 | 640.8205473 | 2274 | 0.54% |
518875 | Shawn Kelley | White | 469 | 461.5042892 | 1402 | 0.53% |
656756 | Jordan Montgomery | White | 492 | 483.7446223 | 1563 | 0.53% |
669456 | Shane Bieber | White | 362 | 357.0522517 | 946 | 0.52% |
598271 | Brian Johnson | White | 416 | 409.6342624 | 1229 | 0.52% |
572096 | Trevor Rosenthal | White | 448 | 440.5969708 | 1483 | 0.50% |
571704 | Ken Giles | White | 624 | 614.2720394 | 1989 | 0.49% |
592741 | Chasen Shreve | White | 488 | 478.8293482 | 1901 | 0.48% |
605483 | Blake Snell | White | 1145 | 1127.052261 | 3772 | 0.48% |
501789 | Will Harris | White | 660 | 650.3159841 | 2061 | 0.47% |
608718 | Brent Suter | White | 540 | 532.865439 | 1537 | 0.46% |
628333 | Odrisamer Despaigne | Cuba | 631 | 621.3042697 | 2090 | 0.46% |
501593 | Luis Avilan | Venezuela | 385 | 378.4135706 | 1430 | 0.46% |
592662 | Robbie Ray | White | 1668 | 1645.954941 | 5344 | 0.41% |
453249 | Jeff Manship | White | 218 | 215.0182267 | 729 | 0.41% |
643338 | Chad Green | White | 542 | 534.9727339 | 1730 | 0.41% |
453281 | Wade LeBlanc | White | 788 | 778.5707669 | 2322 | 0.41% |
448178 | Kevin Jepsen | White | 363 | 357.9647085 | 1250 | 0.40% |
518886 | Craig Kimbrel | White | 768 | 758.5766869 | 2351 | 0.40% |
282332 | CC Sabathia | Black | 1895 | 1872.499277 | 5657 | 0.40% |
543243 | Sonny Gray | White | 1683 | 1661.751186 | 5397 | 0.39% |
642564 | Francis Martes | Dominican | 173 | 170.8508585 | 557 | 0.39% |
622663 | Luis Severino | Dominican | 1570 | 1552.375726 | 4597 | 0.38% |
279824 | Mark Buehrle | White | 491 | 485.5946352 | 1428 | 0.38% |
571666 | Mike Fiers | White | 1878 | 1856.180125 | 5769 | 0.38% |
628711 | Julio Urias | Other_Latin | 312 | 308.2270987 | 1032 | 0.37% |
598264 | Matt Barnes | White | 766 | 757.1375911 | 2460 | 0.36% |
488768 | Andrew Cashner | White | 1795 | 1774.635256 | 5656 | 0.36% |
517414 | Randall Delgado | Other_Latin | 568 | 560.9154186 | 1985 | 0.36% |
502624 | Chase Anderson | White | 1474 | 1456.819531 | 4841 | 0.35% |
502154 | Zack Britton | White | 536 | 530.0046743 | 1715 | 0.35% |
502706 | Derek Holland | White | 1336 | 1321.10937 | 4275 | 0.35% |
592390 | Heath Hembree | White | 524 | 517.988017 | 1749 | 0.34% |
542960 | Brad Brach | White | 725 | 716.6158351 | 2496 | 0.34% |
445060 | Ricky Nolasco | US_Latino | 1135 | 1122.824336 | 3683 | 0.33% |
570632 | Jose Urena | Dominican | 1095 | 1081.855524 | 4055 | 0.32% |
455374 | Antonio Bastardo | Dominican | 308 | 304.197558 | 1191 | 0.32% |
570666 | Luis Cessa | Other_Latin | 406 | 402.0759968 | 1261 | 0.31% |
453311 | Tim Lincecum | White | 320 | 316.5653168 | 1122 | 0.31% |
452027 | Andrew Albers | White | 201 | 199.407237 | 538 | 0.30% |
543037 | Gerrit Cole | White | 1905 | 1888.545845 | 5746 | 0.29% |
543521 | Collin McHugh | White | 1561 | 1547.626751 | 4678 | 0.29% |
580792 | Nick Goody | White | 257 | 254.5542516 | 859 | 0.28% |
608371 | Lucas Sims | White | 213 | 211.0828434 | 675 | 0.28% |
501817 | Tony Barnette | White | 232 | 229.8764111 | 749 | 0.28% |
592130 | Danny Barnes | White | 298 | 294.975848 | 1076 | 0.28% |
605400 | Aaron Nola | White | 1642 | 1629.808496 | 4367 | 0.28% |
592836 | Taijuan Walker | Black | 1327 | 1316.20165 | 4079 | 0.26% |
594742 | Alec Asher | White | 331 | 328.1475019 | 1082 | 0.26% |
592791 | Jameson Taillon | White | 1051 | 1042.391302 | 3266 | 0.26% |
448855 | Junior Guerra | Venezuela | 724 | 716.8659273 | 2707 | 0.26% |
519242 | Chris Sale | White | 2352 | 2335.030445 | 6481 | 0.26% |
543746 | Rob Scahill | White | 214 | 212.1265346 | 721 | 0.26% |
448281 | Sean Doolittle | White | 298 | 295.5687233 | 940 | 0.26% |
475054 | Chaz Roe | White | 422 | 419.1829241 | 1141 | 0.25% |
519301 | Sammy Solis | White | 359 | 356.2594752 | 1172 | 0.23% |
572140 | Tyler Skaggs | White | 825 | 819.6262417 | 2341 | 0.23% |
519263 | A. J. Schugel | White | 244 | 242.3111764 | 746 | 0.23% |
519141 | Drew Pomeranz | White | 1481 | 1470.749584 | 4762 | 0.22% |
466948 | Jean Machi | Unassigned | 151 | 149.9149542 | 507 | 0.21% |
543935 | Alex Wilson | White | 590 | 585.8018266 | 1972 | 0.21% |
502593 | Jake Petricka | White | 359 | 356.6998567 | 1161 | 0.20% |
543242 | J. R. Graham | White | 166 | 164.9925752 | 548 | 0.18% |
663855 | Jordan Hicks | Black | 240 | 238.6982926 | 724 | 0.18% |
543408 | Tom Koehler | White | 1126 | 1119.23743 | 3779 | 0.18% |
518790 | Chris Heston | White | 512 | 509.2783289 | 1613 | 0.17% |
598287 | Noe Ramirez | US_Latino | 382 | 380.1217255 | 1120 | 0.17% |
502188 | Jeff Samardzija | White | 1696 | 1687.555828 | 5140 | 0.16% |
476451 | Jeremy Hellickson | White | 1349 | 1341.419587 | 4616 | 0.16% |
431148 | Scott Kazmir | White | 903 | 898.4354118 | 2786 | 0.16% |
450308 | Jered Weaver | White | 1096 | 1091.188107 | 3118 | 0.15% |
592869 | Tyler Wilson | White | 370 | 368.2250588 | 1181 | 0.15% |
643327 | Zack Godley | White | 1107 | 1101.807713 | 3703 | 0.14% |
407890 | Colby Lewis | White | 926 | 922.391444 | 2660 | 0.14% |
488748 | Ryan Buchter | White | 442 | 439.9782293 | 1499 | 0.13% |
605452 | Joe Ross | White | 668 | 665.2815563 | 2108 | 0.13% |
519085 | Brett Oberholtzer | White | 309 | 307.8372691 | 949 | 0.12% |
501992 | Nate Karns | White | 874 | 870.9125778 | 2655 | 0.12% |
606131 | Luis Perdomo | Dominican | 895 | 891.8585713 | 2841 | 0.11% |
592761 | Caleb Smith | White | 220 | 219.1135162 | 806 | 0.11% |
656427 | Jack Flaherty | White | 423 | 421.4743807 | 1447 | 0.11% |
605397 | Joe Musgrove | White | 750 | 747.8705339 | 2111 | 0.10% |
450351 | C. J. Wilson | White | 375 | 373.8252354 | 1187 | 0.10% |
518774 | Matt Harvey | White | 1386 | 1382.515493 | 4195 | 0.08% |
542881 | Tyler Anderson | White | 893 | 890.8673157 | 2780 | 0.08% |
573064 | Vidal Nuno | US_Latino | 539 | 537.9006003 | 1582 | 0.07% |
572362 | Robbie Erlin | White | 302 | 301.3699642 | 910 | 0.07% |
605240 | Jace Fry | White | 184 | 183.6337977 | 565 | 0.06% |
434622 | Ubaldo Jimenez | Dominican | 1534 | 1531.057381 | 4598 | 0.06% |
606162 | Yefry Ramirez | Dominican | 160 | 159.588792 | 648 | 0.06% |
432934 | Chris Young | White | 708 | 706.5317218 | 2367 | 0.06% |
434538 | Francisco Liriano | Dominican | 1561 | 1557.84618 | 5283 | 0.06% |
527055 | Arodys Vizcaino | Dominican | 427 | 426.2360952 | 1389 | 0.05% |
592145 | Jesse Biddle | White | 182 | 181.7408536 | 541 | 0.05% |
458690 | Chris Volstad | White | 226 | 225.7334465 | 626 | 0.04% |
543883 | Nick Vincent | White | 439 | 438.4353537 | 1366 | 0.04% |
571800 | Drew Hutchison | White | 581 | 580.2484974 | 1860 | 0.04% |
452718 | Kyle Kendrick | White | 358 | 357.5376787 | 1179 | 0.04% |
606160 | Rafael Montero | Dominican | 422 | 421.4495039 | 1447 | 0.04% |
500779 | Jose Quintana | Other_Latin | 2232 | 2230.752109 | 6802 | 0.02% |
544928 | Tyler Lyons | White | 572 | 571.7999355 | 1483 | 0.01% |
519294 | Josh Smoker | White | 241 | 240.9249045 | 755 | 0.01% |
468504 | Jhoulys Chacin | Venezuela | 1616 | 1615.543348 | 4710 | 0.01% |
573124 | Taylor Rogers | White | 592 | 591.9185049 | 1548 | 0.01% |
621389 | Ty Blach | White | 788 | 788.0033161 | 2378 | 0.00% |
544150 | Albert Suarez | Venezuela | 295 | 295.1160956 | 964 | -0.01% |
477003 | Jonathon Niese | White | 809 | 809.4927142 | 2386 | -0.02% |
592170 | Parker Bridwell | White | 314 | 314.2597753 | 998 | -0.03% |
425794 | Adam Wainwright | White | 1105 | 1106.134742 | 3337 | -0.03% |
605254 | Daniel Gossett | White | 307 | 307.3752876 | 995 | -0.04% |
543144 | Danny Farquhar | White | 380 | 380.5904106 | 1286 | -0.05% |
450203 | Charlie Morton | White | 1385 | 1387.232786 | 4097 | -0.05% |
641745 | Brad Keller | White | 357 | 357.7935996 | 1187 | -0.07% |
449097 | Jonathan Papelbon | White | 226 | 226.4570543 | 676 | -0.07% |
444857 | Scott Feldman | White | 898 | 899.9684685 | 2718 | -0.07% |
467100 | Ivan Nova | Dominican | 1289 | 1292.497987 | 4232 | -0.08% |
605276 | David Hess | White | 259 | 259.7533504 | 901 | -0.08% |
571787 | David Holmberg | White | 289 | 289.8342219 | 938 | -0.09% |
476454 | Dellin Betances | US_Latino | 1081 | 1083.695496 | 2953 | -0.09% |
451596 | Yovani Gallardo | Other_Latin | 1586 | 1590.944192 | 5342 | -0.09% |
624586 | James Hoyt | White | 183 | 183.6032604 | 622 | -0.10% |
112526 | Bartolo Colon | Dominican | 1948 | 1952.904698 | 5041 | -0.10% |
502043 | Kyle Gibson | White | 1752 | 1758.263332 | 6070 | -0.10% |
605540 | Brandon Woodruff | White | 245 | 245.811487 | 767 | -0.11% |
434378 | Justin Verlander | White | 2254 | 2261.0824 | 6686 | -0.11% |
621121 | Lance McCullers | White | 1381 | 1386.16463 | 4316 | -0.12% |
592314 | Mike Foltynewicz | White | 1527 | 1532.744246 | 4715 | -0.12% |
448306 | James Shields | Black | 1722 | 1729.576505 | 6061 | -0.13% |
605388 | Adam Morgan | White | 714 | 717.1925253 | 2325 | -0.14% |
453385 | Clayton Richard | White | 1078 | 1083.0714 | 3445 | -0.15% |
621242 | Edwin Diaz | US_Latino | 465 | 467.2316625 | 1507 | -0.15% |
605177 | Andrew Chafin | White | 498 | 500.9812907 | 1746 | -0.17% |
548357 | Christian Bergman | White | 417 | 419.2384767 | 1252 | -0.18% |
608648 | Tyler Duffey | White | 823 | 827.7917931 | 2449 | -0.20% |
595001 | Josh Smith | White | 356 | 358.311998 | 1157 | -0.20% |
572070 | Garrett Richards | White | 958 | 963.9231256 | 2962 | -0.20% |
592593 | Justin Nicolino | White | 497 | 500.0423087 | 1494 | -0.20% |
518813 | Greg Holland | White | 429 | 431.6857659 | 1317 | -0.20% |
501957 | Chris Tillman | White | 1257 | 1266.177173 | 4438 | -0.21% |
607259 | Nick Martinez | US_Latino | 796 | 801.2112318 | 2492 | -0.21% |
435221 | Brandon McCarthy | White | 616 | 619.7672884 | 1784 | -0.21% |
519326 | Hunter Strickland | White | 532 | 535.6703563 | 1736 | -0.21% |
457429 | Boone Logan | White | 318 | 320.2269449 | 1033 | -0.22% |
592644 | Adam Plutko | White | 184 | 185.4054334 | 651 | -0.22% |
453172 | Jared Hughes | White | 484 | 488.1340358 | 1869 | -0.22% |
571863 | Matt Koch | White | 224 | 225.7187375 | 753 | -0.23% |
607374 | Nick Tropeano | White | 515 | 519.016979 | 1694 | -0.24% |
465657 | Joakim Soria | Other_Latin | 707 | 712.5129321 | 2248 | -0.25% |
547749 | Junichi Tazawa | Asian | 463 | 466.9350856 | 1603 | -0.25% |
502042 | Chris Archer | Black | 2133 | 2149.612401 | 6589 | -0.25% |
622694 | Elieser Hernandez | Venezuela | 179 | 180.452756 | 575 | -0.25% |
606424 | Jarlin Garcia | Dominican | 290 | 292.6421951 | 970 | -0.27% |
460024 | Luke Hochevar | White | 260 | 262.2705116 | 801 | -0.28% |
572750 | Eddie Butler | White | 568 | 574.364648 | 2043 | -0.31% |
596295 | Austin Gomber | White | 192 | 193.9333373 | 613 | -0.32% |
519166 | Neil Ramirez | US_Latino | 327 | 330.4956485 | 1081 | -0.32% |
612434 | Miguel Castro | Dominican | 493 | 498.3128419 | 1636 | -0.32% |
593144 | Richard Rodriguez | Dominican | 217 | 219.056758 | 620 | -0.33% |
453265 | Tony Watson | White | 599 | 605.3411981 | 1909 | -0.33% |
543507 | Trevor May | White | 523 | 528.3152472 | 1593 | -0.33% |
452666 | Tom Wilhelmsen | White | 362 | 366.3105176 | 1271 | -0.34% |
453329 | Clay Buchholz | White | 950 | 959.6437818 | 2814 | -0.34% |
596043 | Daniel Mengden | White | 657 | 663.811853 | 1939 | -0.35% |
502327 | Hector Santiago | US_Latino | 1661 | 1679.203342 | 5170 | -0.35% |
621397 | Tyler Olson | White | 189 | 190.8712124 | 524 | -0.36% |
642232 | Ryan Yarbrough | White | 395 | 399.2784717 | 1184 | -0.36% |
607457 | Kyle Barraclough | White | 703 | 711.4800936 | 2246 | -0.38% |
516969 | Kelvin Herrera | Dominican | 565 | 572.4016788 | 1920 | -0.39% |
459429 | Jake McGee | White | 493 | 499.141189 | 1593 | -0.39% |
623167 | Chris Flexen | White | 152 | 154.1485145 | 557 | -0.39% |
573185 | Dan Straily | White | 1232 | 1247.895962 | 4100 | -0.39% |
542674 | Gonzalez Germen | Dominican | 173 | 175.9477495 | 729 | -0.40% |
502239 | Trevor Cahill | White | 840 | 851.9795466 | 2844 | -0.42% |
605541 | Mike Wright | White | 651 | 660.1716796 | 2173 | -0.42% |
544727 | Jeurys Familia | Dominican | 656 | 664.8347468 | 2084 | -0.42% |
570240 | Felix Pena | Dominican | 356 | 360.8251503 | 1117 | -0.43% |
621244 | Jose Berrios | US_Latino | 1043 | 1057.864887 | 3431 | -0.43% |
518715 | Cory Gearrin | White | 478 | 484.5930217 | 1495 | -0.44% |
592811 | Andrew Triggs | White | 495 | 501.7778067 | 1529 | -0.44% |
571476 | Chris Beck | White | 324 | 329.389651 | 1202 | -0.45% |
608717 | Chris Stratton | White | 580 | 588.1068395 | 1806 | -0.45% |
458006 | Matt Albers | White | 539 | 546.4704767 | 1657 | -0.45% |
457711 | Sean O'Sullivan | White | 248 | 251.5893338 | 775 | -0.46% |
594736 | Cody Anderson | White | 333 | 338.0101363 | 1081 | -0.46% |
621295 | Nick Wittgren | White | 355 | 360.1532706 | 1101 | -0.47% |
593334 | Domingo German | Dominican | 297 | 301.2677272 | 908 | -0.47% |
643410 | Mark Leiter | White | 328 | 333.0838905 | 1044 | -0.49% |
641571 | Heath Fillmyer | White | 210 | 213.6072888 | 721 | -0.50% |
641771 | Chad Kuhl | White | 792 | 805.3430687 | 2655 | -0.50% |
518927 | Tommy Layne | White | 314 | 319.0771289 | 995 | -0.51% |
547874 | Hisashi Iwakuma | Asian | 938 | 951.5011681 | 2639 | -0.51% |
592767 | Drew Smyly | White | 681 | 691.6149451 | 2070 | -0.51% |
467008 | Pedro Strop | Dominican | 626 | 636.566365 | 2049 | -0.52% |
608379 | Michael Wacha | White | 1338 | 1360.845104 | 4412 | -0.52% |
650828 | Edgar Santana | Dominican | 199 | 202.2674879 | 619 | -0.53% |
608337 | Lucas Giolito | White | 636 | 647.4882583 | 2167 | -0.53% |
641871 | Keynan Middleton | Black | 172 | 175.4333543 | 616 | -0.56% |
434628 | Jason Hammel | White | 1692 | 1721.11404 | 5222 | -0.56% |
607219 | Sal Romano | White | 581 | 591.7009353 | 1902 | -0.56% |
430912 | Matt Cain | White | 793 | 806.91699 | 2458 | -0.57% |
572143 | Burch Smith | White | 237 | 241.3134243 | 756 | -0.57% |
453178 | Ian Kennedy | White | 1816 | 1847.957044 | 5571 | -0.57% |
571527 | David Buchanan | White | 192 | 195.5789234 | 618 | -0.58% |
605347 | Jorge Lopez | US_Latino | 194 | 197.4367554 | 593 | -0.58% |
455009 | Jonathan Broxton | White | 318 | 324.3973673 | 1102 | -0.58% |
594760 | Aaron Blair | White | 159 | 162.690874 | 626 | -0.59% |
519455 | Jordan Zimmermann | White | 1589 | 1616.402634 | 4636 | -0.59% |
543699 | Tanner Roark | White | 1761 | 1795.957684 | 5747 | -0.61% |
502083 | Zach McAllister | White | 701 | 713.3556886 | 2024 | -0.61% |
462382 | Jim Johnson | White | 773 | 786.5147865 | 2211 | -0.61% |
493247 | Peter Moylan | White | 379 | 386.0692545 | 1150 | -0.61% |
453192 | Andrew Miller | White | 882 | 895.562401 | 2149 | -0.63% |
444520 | Craig Breslow | White | 283 | 288.9403133 | 941 | -0.63% |
448802 | Jaime Garcia | Other_Latin | 1304 | 1330.622618 | 4208 | -0.63% |
592717 | Aaron Sanchez | Black | 1235 | 1260.03559 | 3933 | -0.64% |
456167 | A. J. Griffin | White | 610 | 621.6636931 | 1831 | -0.64% |
595191 | Jerad Eickhoff | White | 959 | 978.2428293 | 3016 | -0.64% |
456379 | Al Alburquerque | Dominican | 256 | 260.846668 | 758 | -0.64% |
641941 | Emilio Pagan | White | 222 | 226.9626454 | 776 | -0.64% |
554430 | Zach Wheeler | White | 653 | 666.9092613 | 2128 | -0.65% |
543118 | Oliver Drake | White | 383 | 391.0439046 | 1228 | -0.66% |
608334 | Carson Fulmer | White | 168 | 171.9864334 | 606 | -0.66% |
656186 | Dan Altavilla | White | 190 | 194.4770953 | 679 | -0.66% |
593372 | Carlos Martinez | Dominican | 1729 | 1764.226455 | 5303 | -0.66% |
448179 | Rich Hill | White | 1460 | 1485.037299 | 3734 | -0.67% |
459987 | Cesar Ramos | US_Latino | 250 | 255.7968559 | 855 | -0.68% |
474463 | Brett Anderson | White | 831 | 848.2141862 | 2534 | -0.68% |
623352 | Josh Hader | White | 321 | 328.1415144 | 1048 | -0.68% |
474521 | Shawn Tolleson | White | 346 | 352.8256761 | 1000 | -0.68% |
592773 | Ryne Stanek | White | 191 | 196.2316862 | 764 | -0.68% |
592826 | Vince Velasquez | US_Latino | 1060 | 1083.234454 | 3364 | -0.69% |
621345 | A. J. Minter | White | 180 | 184.3111311 | 619 | -0.70% |
543101 | Anthony DeSclafani | White | 1027 | 1049.625235 | 3211 | -0.70% |
430935 | Cole Hamels | White | 1771 | 1813.860022 | 6012 | -0.71% |
608678 | Dominic Leone | White | 296 | 303.900854 | 1077 | -0.73% |
542953 | Buddy Boshers | White | 192 | 196.2272901 | 565 | -0.75% |
519293 | Will Smith | White | 483 | 493.0106634 | 1320 | -0.76% |
543557 | Mike Montgomery | White | 1151 | 1179.774764 | 3791 | -0.76% |
460059 | Mike Pelfrey | White | 1206 | 1235.626307 | 3884 | -0.76% |
608331 | Max Fried | White | 177 | 181.3917138 | 568 | -0.77% |
542882 | Matt Andriese | White | 965 | 987.9408148 | 2929 | -0.78% |
543456 | Kyle Lobstein | White | 224 | 230.0218863 | 766 | -0.79% |
457915 | Javy Guerra | US_Latino | 162 | 166.0480263 | 512 | -0.79% |
502272 | Casey Fien | White | 265 | 271.7153453 | 848 | -0.79% |
450306 | Jason Vargas | US_Latino | 1002 | 1025.619408 | 2977 | -0.79% |
455119 | Chris Martin | White | 185 | 189.3804717 | 551 | -0.80% |
527048 | Martin Perez | Venezuela | 1404 | 1441.850289 | 4647 | -0.81% |
622608 | Antonio Senzatela | Venezuela | 633 | 649.4072643 | 1983 | -0.83% |
517593 | Danny Salazar | Dominican | 1104 | 1135.056047 | 3711 | -0.84% |
572888 | Shane Greene | White | 819 | 838.6866928 | 2338 | -0.84% |
592351 | Jon Gray | White | 1265 | 1298.219619 | 3941 | -0.84% |
571946 | Shelby Miller | White | 834 | 856.9043789 | 2686 | -0.85% |
641816 | Tyler Mahle | White | 372 | 382.319744 | 1200 | -0.86% |
543184 | Christian Friedrich | White | 448 | 460.865899 | 1496 | -0.86% |
664208 | Phil Maton | White | 223 | 229.7633933 | 784 | -0.86% |
523260 | Joe Kelly | White | 960 | 986.9366385 | 3079 | -0.87% |
475479 | David Phelps | White | 866 | 887.3774911 | 2388 | -0.90% |
519043 | Matt Moore | White | 1432 | 1472.869848 | 4487 | -0.91% |
523989 | Rubby De La Rosa | Dominican | 575 | 592.4485357 | 1910 | -0.91% |
621107 | Zach Eflin | White | 628 | 645.8511572 | 1945 | -0.92% |
446099 | John Axford | White | 590 | 608.6395927 | 2017 | -0.92% |
543272 | Brad Hand | White | 931 | 957.6041129 | 2858 | -0.93% |
592815 | Sam Tuivailala | White | 304 | 312.0904488 | 864 | -0.94% |
543022 | Tyler Chatwood | White | 938 | 972.2422525 | 3642 | -0.94% |
605194 | Jharel Cotton | Black | 397 | 409.5718073 | 1321 | -0.95% |
534947 | Tim Adleman | White | 447 | 461.9480691 | 1526 | -0.98% |
451085 | Brian Matusz | White | 157 | 162.1871986 | 529 | -0.98% |
542609 | Enrique Burgos | Other_Latin | 187 | 193.5471009 | 659 | -0.99% |
446399 | Brett Cecil | White | 460 | 474.5757808 | 1462 | -1.00% |
543331 | J. J. Hoover | White | 356 | 369.1111958 | 1313 | -1.00% |
518716 | Dillon Gee | White | 610 | 627.7289361 | 1771 | -1.00% |
596271 | Casey Lawrence | White | 198 | 205.0097296 | 700 | -1.00% |
596001 | Jakob Junis | White | 775 | 798.1965823 | 2297 | -1.01% |
425840 | Neal Cotts | White | 146 | 151.4228256 | 536 | -1.01% |
605242 | Michael Fulmer | White | 1035 | 1070.41367 | 3479 | -1.02% |
625643 | Reynaldo Lopez | Dominican | 720 | 744.6625877 | 2416 | -1.02% |
573668 | Juan Minaya | Dominican | 274 | 284.2871716 | 992 | -1.04% |
572020 | James Paxton | White | 1281 | 1321.837966 | 3935 | -1.04% |
407845 | Fernando Rodney | Dominican | 792 | 818.2059754 | 2517 | -1.04% |
429722 | Ervin Santana | Dominican | 1236 | 1281.065639 | 4323 | -1.04% |
605164 | Dylan Bundy | White | 1182 | 1220.841345 | 3709 | -1.05% |
453286 | Max Scherzer | White | 1978 | 2040.644034 | 5981 | -1.05% |
451775 | Fernando Rodriguez | US_Latino | 223 | 231.6845848 | 815 | -1.07% |
592222 | Alex Claudio | US_Latino | 592 | 609.5493873 | 1631 | -1.08% |
543135 | Nathan Eovaldi | White | 1132 | 1169.034681 | 3433 | -1.08% |
641778 | Eric Lauer | White | 285 | 295.3206288 | 951 | -1.09% |
407793 | John Lackey | White | 1403 | 1449.91919 | 4311 | -1.09% |
571945 | Miles Mikolas | White | 461 | 475.6937786 | 1334 | -1.10% |
594943 | Zach Neal | White | 150 | 155.9651336 | 538 | -1.11% |
276542 | Joaquin Benoit | Dominican | 318 | 332.6021645 | 1297 | -1.13% |
622097 | Jake Thompson | White | 302 | 313.9001866 | 1055 | -1.13% |
518858 | Nate Jones | White | 297 | 308.1898326 | 990 | -1.13% |
571710 | Mychal Givens | Black | 707 | 731.8553738 | 2195 | -1.13% |
541652 | Bruce Rondon | Venezuela | 310 | 322.3865636 | 1085 | -1.14% |
606273 | Roenis Elias | Cuba | 435 | 452.1257682 | 1487 | -1.15% |
641729 | Joe Jimenez | US_Latino | 228 | 236.9619629 | 778 | -1.15% |
453562 | Jake Arrieta | White | 2106 | 2182.176708 | 6537 | -1.17% |
430589 | Chad Qualls | White | 240 | 248.5242547 | 729 | -1.17% |
571735 | David Hale | White | 197 | 205.7367843 | 744 | -1.17% |
518603 | Justin De Fratus | White | 178 | 186.3828577 | 713 | -1.18% |
543766 | Bryan Shaw | White | 678 | 706.1420219 | 2354 | -1.20% |
606167 | Adalberto Mejia | Dominican | 314 | 327.2337528 | 1095 | -1.21% |
276520 | Bronson Arroyo | White | 172 | 178.5249494 | 538 | -1.21% |
450172 | Edinson Volquez | Dominican | 1484 | 1539.333327 | 4543 | -1.22% |
596112 | Robert Stephenson | White | 297 | 311.6949885 | 1199 | -1.23% |
605894 | Severino Gonzalez | Other_Latin | 159 | 165.4633161 | 526 | -1.23% |
544931 | Stephen Strasburg | White | 1484 | 1538.398059 | 4424 | -1.23% |
545332 | Jake Barrett | White | 215 | 224.7237116 | 785 | -1.24% |
608032 | Carlos Estevez | Dominican | 231 | 241.0156905 | 808 | -1.24% |
594840 | Matt Grace | White | 342 | 354.3519769 | 995 | -1.24% |
571561 | Tony Cingrani | White | 434 | 453.2075929 | 1502 | -1.28% |
570649 | Yordano Ventura | Dominican | 1016 | 1058.793002 | 3326 | -1.29% |
450665 | Kris Medlen | White | 275 | 286.3924506 | 884 | -1.29% |
656546 | Jeff Hoffman | White | 384 | 399.7165943 | 1217 | -1.29% |
491646 | Jeanmar Gomez | Venezuela | 547 | 569.1193343 | 1682 | -1.32% |
461833 | Phil Hughes | White | 781 | 810.4103623 | 2235 | -1.32% |
622491 | Luis Castillo | Dominican | 572 | 598.3516871 | 1951 | -1.35% |
621381 | Matt Strahm | White | 349 | 363.8433119 | 1091 | -1.36% |
547973 | Aroldis Chapman | Cuba | 680 | 709.757486 | 2177 | -1.37% |
434671 | Anibal Sanchez | Venezuela | 1551 | 1617.078459 | 4817 | -1.37% |
607192 | Tyler Glasnow | White | 542 | 567.4408697 | 1844 | -1.38% |
543483 | Matt Magill | White | 152 | 160.0016902 | 578 | -1.38% |
544836 | Enny Romero | Dominican | 388 | 406.4657931 | 1328 | -1.39% |
502026 | Jeremy Jeffress | Black | 750 | 782.3498902 | 2297 | -1.41% |
456068 | Miguel Gonzalez | Other_Latin | 1179 | 1231.264868 | 3711 | -1.41% |
543278 | Blaine Hardy | White | 628 | 653.5639868 | 1804 | -1.42% |
543339 | Daniel Hudson | White | 580 | 609.3417519 | 2064 | -1.42% |
547179 | Michael Lorenzen | White | 814 | 853.5657831 | 2771 | -1.43% |
543475 | Jordan Lyles | White | 613 | 644.0679709 | 2175 | -1.43% |
642231 | Jimmy Yacabonis | White | 160 | 167.467849 | 521 | -1.43% |
285079 | R. A. Dickey | White | 1477 | 1540.935442 | 4459 | -1.43% |
430661 | Dustin McGowan | White | 327 | 346.5959174 | 1360 | -1.44% |
518397 | Scott Alexander | White | 365 | 383.2287268 | 1255 | -1.45% |
448614 | Carlos Torres | US_Latino | 472 | 497.0875445 | 1716 | -1.46% |
601713 | Nick Pivetta | White | 803 | 840.3002613 | 2538 | -1.47% |
592547 | Deck McGuire | Unassigned | 160 | 167.6727755 | 514 | -1.49% |
519076 | Jimmy Nelson | White | 1362 | 1424.968261 | 4181 | -1.51% |
605195 | Kyle Crick | White | 256 | 268.9098504 | 850 | -1.52% |
605121 | Justin Anderson | White | 184 | 193.7956493 | 644 | -1.52% |
622766 | Miguel Diaz | Dominican | 160 | 168.8898629 | 583 | -1.52% |
543542 | Alex Meyer | White | 318 | 333.5425562 | 1014 | -1.53% |
621237 | Jose Alvarado | Venezuela | 270 | 282.6572473 | 818 | -1.55% |
596057 | Daniel Norris | White | 801 | 842.0554501 | 2652 | -1.55% |
640455 | Sean Manaea | White | 1121 | 1174.86558 | 3474 | -1.55% |
425386 | Jeremy Guthrie | White | 443 | 464.3850115 | 1353 | -1.58% |
430641 | Blaine Boyer | White | 473 | 496.475249 | 1484 | -1.58% |
591693 | Edubray Ramos | Venezuela | 427 | 446.6427608 | 1241 | -1.58% |
488846 | Brian Duensing | White | 407 | 429.9957134 | 1447 | -1.59% |
502522 | Justin Miller | White | 296 | 312.639742 | 1043 | -1.60% |
518633 | Danny Duffy | White | 1598 | 1679.486956 | 5086 | -1.60% |
592229 | Dylan Covey | White | 544 | 572.7605625 | 1789 | -1.61% |
605232 | Brandon Finnegan | White | 589 | 623.5639718 | 2148 | -1.61% |
519240 | Marc Rzepczynski | White | 309 | 328.108689 | 1177 | -1.62% |
608566 | German Marquez | Venezuela | 992 | 1039.992022 | 2946 | -1.63% |
421685 | Aaron Harang | White | 390 | 412.7161607 | 1387 | -1.64% |
543734 | Chris Rusin | White | 829 | 873.5321563 | 2711 | -1.64% |
429719 | Edwin Jackson | Black | 704 | 746.9672122 | 2607 | -1.65% |
594902 | Ben Lively | White | 313 | 328.8559458 | 961 | -1.65% |
593423 | Frankie Montas | Dominican | 285 | 301.1660022 | 974 | -1.66% |
593576 | Hector Neris | Dominican | 561 | 594.1542446 | 1958 | -1.69% |
605218 | Carl Edwards | Black | 422 | 448.3137192 | 1531 | -1.72% |
456696 | David Hernandez | US_Latino | 559 | 590.0751389 | 1800 | -1.73% |
542587 | Elvis Araujo | Venezuela | 185 | 195.4249338 | 602 | -1.73% |
493603 | Adam Ottavino | White | 631 | 661.8565402 | 1780 | -1.73% |
445197 | Mike Dunn | White | 434 | 460.8699427 | 1529 | -1.76% |
543169 | Brian Flynn | White | 290 | 310.0090318 | 1130 | -1.77% |
472610 | Luis Garcia | Dominican | 445 | 473.6123452 | 1615 | -1.77% |
592454 | Tommy Kahnle | White | 428 | 453.3490692 | 1426 | -1.78% |
475416 | Justin Masterson | White | 174 | 184.2995642 | 579 | -1.78% |
542947 | Richard Bleier | White | 239 | 252.8111678 | 771 | -1.79% |
534910 | Jesse Hahn | White | 567 | 599.7723007 | 1829 | -1.79% |
599683 | Warwick Saupold | White | 252 | 269.9277855 | 997 | -1.80% |
630023 | Yonny Chirinos | Venezuela | 179 | 190.0080249 | 612 | -1.80% |
642547 | Freddy Peralta | Dominican | 226 | 239.2264207 | 733 | -1.80% |
407822 | Jorge De La Rosa | Other_Latin | 885 | 944.5645254 | 3253 | -1.83% |
572308 | Jose Valdez | Unassigned | 137 | 146.2792787 | 504 | -1.84% |
543859 | Michael Tonkin | White | 339 | 358.8438795 | 1077 | -1.84% |
500724 | J. C. Ramirez | Other_Latin | 659 | 697.737158 | 2094 | -1.85% |
642003 | Cody Reed | White | 272 | 290.2099091 | 973 | -1.87% |
491708 | Arquimedes Caminero | Dominican | 309 | 329.4520806 | 1092 | -1.87% |
659275 | Dinelson Lamet | Dominican | 279 | 296.770544 | 931 | -1.91% |
506433 | Yu Darvish | Asian | 925 | 980.4231945 | 2838 | -1.95% |
473879 | Sam Dyson | White | 622 | 662.1905053 | 2047 | -1.96% |
606625 | Reyes Moronta | Dominican | 214 | 226.9196172 | 658 | -1.96% |
521230 | Liam Hendriks | White | 552 | 587.8125424 | 1817 | -1.97% |
446321 | Ross Detwiler | White | 304 | 326.1740192 | 1122 | -1.98% |
425492 | Ryan Madson | White | 421 | 448.8295288 | 1389 | -2.00% |
623184 | Scott Oberg | White | 486 | 520.1283049 | 1698 | -2.01% |
571871 | Ian Krol | White | 343 | 366.5805541 | 1173 | -2.01% |
491703 | Neftali Feliz | Dominican | 341 | 366.8366876 | 1273 | -2.03% |
543964 | Tony Zych | White | 234 | 247.0298102 | 640 | -2.04% |
501985 | Mike Minor | White | 566 | 603.1864573 | 1824 | -2.04% |
643230 | Steven Brault | White | 389 | 419.6116185 | 1501 | -2.04% |
607215 | Eric Skoglund | White | 226 | 241.6880929 | 769 | -2.04% |
518693 | Sam Freeman | Black | 435 | 465.3851704 | 1488 | -2.04% |
543359 | Dan Jennings | White | 693 | 738.6803592 | 2227 | -2.05% |
594027 | Tayron Guerrero | Other_Latin | 148 | 159.9567861 | 566 | -2.11% |
471822 | Jumbo Diaz | Dominican | 315 | 338.8363427 | 1126 | -2.12% |
502212 | Austin Bibens-Dirkx | White | 270 | 291.8133348 | 1030 | -2.12% |
641427 | Alan Busenitz | Unassigned | 156 | 166.8640691 | 510 | -2.13% |
519151 | Ryan Pressly | White | 609 | 647.7905566 | 1813 | -2.14% |
543424 | John Lamb | White | 391 | 417.1857707 | 1218 | -2.15% |
571510 | Matt Boyd | White | 1247 | 1334.11183 | 4045 | -2.15% |
642152 | Lou Trivino | White | 158 | 170.1389343 | 562 | -2.16% |
543726 | Robbie Ross | White | 368 | 392.7174077 | 1144 | -2.16% |
435043 | Zach Duke | White | 532 | 569.2738161 | 1722 | -2.16% |
607237 | Amir Garrett | Black | 320 | 345.1595399 | 1151 | -2.19% |
462985 | Franklin Morales | Venezuela | 195 | 208.2777044 | 605 | -2.19% |
600917 | Jose Leclerc | Dominican | 286 | 310.7915063 | 1115 | -2.22% |
276351 | Jason Grilli | White | 380 | 408.9261953 | 1282 | -2.26% |
592169 | Austin Brice | White | 195 | 208.6945431 | 603 | -2.27% |
592879 | Asher Wojciechowski | White | 216 | 232.1198231 | 699 | -2.31% |
457768 | Bryan Morris | White | 198 | 217.0488113 | 818 | -2.33% |
430580 | Alfredo Simon | Dominican | 615 | 665.0700419 | 2148 | -2.33% |
623395 | Brian Ellington | White | 206 | 228.4178949 | 953 | -2.35% |
611093 | Silvino Bracho | Venezuela | 217 | 234.1538605 | 724 | -2.37% |
468396 | Alexi Ogando | Dominican | 256 | 277.8419732 | 915 | -2.39% |
518445 | Chad Bell | White | 200 | 216.8449326 | 702 | -2.40% |
424144 | Oliver Perez | Other_Latin | 511 | 544.4865322 | 1369 | -2.45% |
572021 | James Pazos | White | 278 | 300.9460526 | 938 | -2.45% |
594986 | Kyle Ryan | White | 303 | 326.49058 | 959 | -2.45% |
518617 | Jake Diekman | White | 537 | 582.5906815 | 1834 | -2.49% |
518560 | Paul Clemens | White | 189 | 204.3744702 | 616 | -2.50% |
456027 | Ross Ohlendorf | White | 226 | 246.8029424 | 826 | -2.52% |
628452 | Raisel Iglesias | Cuba | 584 | 630.659935 | 1840 | -2.54% |
641838 | Kevin McCarthy | White | 274 | 297.3096331 | 918 | -2.54% |
621385 | Daniel Stumpf | White | 230 | 249.561947 | 765 | -2.56% |
502028 | Blake Wood | White | 446 | 483.6302297 | 1453 | -2.59% |
573589 | Michael Ynoa | Dominican | 158 | 174.7826413 | 648 | -2.59% |
553878 | Felipe Vazquez | Venezuela | 690 | 744.6960917 | 2089 | -2.62% |
605309 | Keone Kela | White | 547 | 591.8528473 | 1710 | -2.62% |
447714 | Eric O'Flaherty | White | 199 | 216.5941883 | 670 | -2.63% |
623451 | Jackson Stephens | White | 139 | 152.6041807 | 518 | -2.63% |
456701 | Homer Bailey | White | 540 | 588.2368007 | 1829 | -2.64% |
593974 | Wandy Peralta | Dominican | 273 | 300.7664829 | 1014 | -2.74% |
534737 | Pat Dean | White | 186 | 202.8267869 | 611 | -2.75% |
592533 | Cody Martin | Unassigned | 178 | 192.5898873 | 529 | -2.76% |
458677 | Justin Wilson | White | 605 | 663.2070037 | 2085 | -2.79% |
488984 | Tommy Hunter | White | 505 | 547.4124627 | 1510 | -2.81% |
472551 | Fernando Abad | Dominican | 440 | 478.6354247 | 1337 | -2.89% |
595014 | Blake Treinen | White | 697 | 760.7768119 | 2207 | -2.89% |
543056 | Danny Coulombe | White | 386 | 421.786337 | 1236 | -2.90% |
571951 | Bryan Mitchell | White | 403 | 446.5270284 | 1454 | -2.99% |
545363 | Jacob Turner | White | 174 | 193.4984529 | 634 | -3.08% |
572403 | Drew VerHagen | White | 362 | 399.1150613 | 1190 | -3.12% |
592612 | Josh Osich | White | 246 | 280.2107183 | 1005 | -3.40% |
456071 | Yohan Flande | Dominican | 184 | 203.9855667 | 574 | -3.48% |
605135 | Chris Bassitt | White | 442 | 491.3435144 | 1410 | -3.50% |
607074 | Carlos Rodon | US_Latino | 921 | 1034.212323 | 3168 | -3.57% |
605304 | Erik Johnson | White | 197 | 220.9414369 | 645 | -3.71% |
607481 | Aaron Bummer | White | 161 | 184.0722773 | 561 | -4.11% |
456713 | Matt Bush | White | 182 | 212.0107584 | 644 | -4.66% |
467094 | Felix Doubront | Venezuela | 201 | 234.705081 | 688 | -4.90% |