Sim Accuracy

Ballpark Pal simulations generate detailed projections of every game. The tables below give insight into how the sims have related to actual results. Differences can be due to randomness or model oversights. Naturally, smaller samples are associated with larger differences. Models are generally left alone, but sometimes tweaked to adjust for clear differences that occur during the season.

Median Dif = the median game-to-game difference.
Abs = the median game-to-game difference, ignoring the direction of the error (absolute value).

Overall
Simulated runs have been 2.7% higher than actual (247 runs over 1071 games)
Totals Difference % Dif Median Dif
Actual Sim # % Away Home Median Abs
Runs9,2019,4482473%2%3%0.593.01
Hits17,33417,6232892%0%3%0.343.24
1B11,41711,506891%-1%3%0.162.47
2B/3B3,6813,7991183%-1%8%0.381.38
HR2,2362,318824%9%-1%0.221.10
BB7,7958,0592643%4%3%1.322.23
K17,85517,917620%1%0%0.242.65
Sim is lower than actuals    Sim is higher than actuals
Team Park Games Runs Sim Dif % Dif Med Abs Hits Sim Dif % Dif Med Abs 1B Sim Dif % Dif Med Abs 2B/3B Sim Dif % Dif Med Abs HR Sim Dif % Dif Med Abs BB Sim Dif % Dif Med Abs K Sim Dif % Dif Med Abs
LAAAngel Stadium34320295-25-8%-0.133.51576539-37-6%-0.803.72377348-29-8%-0.702.96120109-11-9%0.281.22798122%0.391.34264252-12-5%0.482.2157657820%-0.273.23
BALOriole Park39333355227%1.453.19649669203%1.243.88413437246%0.722.9714114875%0.561.309584-11-11%0.251.162432813816%2.142.59645683386%0.702.57
BOSFenway Park38334331-3-1%0.232.62623652295%0.163.35403422195%0.252.52152162107%0.091.58686800%0.071.0726626710%1.712.47703671-32-5%0.412.45
CHWGuaranteed Rate Fld352753083312%1.223.20529577489%0.663.953463793310%0.932.8310811798%0.311.13758168%0.431.06264247-17-7%0.941.97579560-19-3%-1.002.28
CLEProgressive Field2925025552%1.703.06453476235%1.073.192743103613%0.532.28111105-6-5%0.211.426860-8-11%0.651.17207219126%1.222.32464453-11-2%0.562.31
KC Kauffman Stadium38368338-30-8%-0.433.28684654-30-4%-0.213.06447443-4-1%0.382.44167145-22-13%0.081.317066-4-6%-0.200.99282275-7-2%1.211.99542579377%1.082.66
OAKOakland Coliseum35304287-17-6%0.412.85570557-13-2%0.543.17375366-9-2%0.462.16133125-8-6%0.391.55626535%0.201.01288265-23-8%0.132.1259460281%-0.182.62
TB Tropicana Field42352349-3-1%-0.282.83655654-10%0.182.95432407-25-6%-0.152.331261512520%0.491.599796-1-1%0.150.89311287-24-8%1.141.99732763314%0.683.20
TORRogers Centre34282308269%1.653.1055455731%1.063.01367348-19-5%-0.152.681161301412%0.851.727179812%0.411.302222684621%1.432.37537560234%0.672.40
ARIChase Field37365362-3-1%0.973.34674654-20-3%0.673.74438420-18-4%-0.392.79165157-8-5%0.241.41717879%0.481.24279296176%1.732.55550587377%0.262.66
CHCWrigley Field34269290218%0.693.21513539265%-0.033.4435335300%-0.072.32981161818%0.651.476271914%0.251.01250265156%1.492.35607560-47-8%0.372.36
COLCoors Field31320332124%-0.493.77600591-9-1%-0.894.01410377-33-8%-1.222.79130140108%0.291.3960741424%0.551.1622322521%1.141.92491470-21-4%-0.242.09
LADDodger Stadium383093393010%0.662.46568605377%0.583.03372388164%0.592.061001222222%0.281.389695-1-1%0.361.24281298176%1.322.09606646407%0.562.65
PITPNC Park33285281-4-1%0.342.49553532-21-4%0.572.83362342-20-6%-0.102.4612313075%0.151.356861-7-11%0.380.92245255104%1.492.6856857461%0.932.65
MILAmerican Family Fld34320294-26-8%0.253.18569531-38-7%0.592.73392338-54-14%-0.252.13961121617%0.881.52818100%0.281.21266263-3-1%1.121.89592565-27-5%-0.762.35
SEAT-Mobile Park392543166225%1.062.875105968617%0.813.143393864714%0.402.58971192223%0.151.2874901622%0.471.272422874519%1.782.17765692-73-10%-1.222.56
HOUMinute Maid Park383333663310%0.583.1162963341%-0.263.07393392-10%-0.352.62130140108%0.461.34106101-5-5%0.461.16300321217%1.162.06576629539%1.652.52
DETComerica Park35308299-9-3%-0.292.94567579122%0.393.04391389-20%0.282.611141261210%0.511.40626424%-0.051.11233250177%1.322.10582574-8-1%-0.392.54
SF Oracle Park3731131100%1.182.60631615-16-3%0.233.08424421-3-1%0.182.14148133-15-10%0.521.45596123%-0.130.812522873514%1.902.14566604387%0.832.86
CINGreat American BP373033514816%0.902.94563599366%1.093.4435836793%0.742.27134130-4-3%0.371.36711013043%0.451.09300310103%1.422.24622647254%0.612.74
SD Petco Park3832833131%1.102.9661762030%0.623.63391418277%0.862.40124123-1-1%0.421.1910279-23-23%0.090.99263286239%1.652.25632607-25-4%0.522.57
PHICitizens Bank Park36316314-2-1%0.502.35563585224%0.652.18381372-9-2%0.372.171101312119%0.511.527281913%0.231.04251266156%1.302.2163663931%-0.843.09
STLBusch Stadium3226626600%-0.233.2152652931%-0.852.9436336300%-0.562.2910510833%0.041.38585800%0.110.88208225178%1.152.24522498-24-5%0.512.82
NYMCiti Field4031932783%1.753.27579633549%1.363.093744295515%1.122.43125117-8-7%0.471.40808779%0.301.16317300-17-5%0.961.78695653-42-6%-0.302.65
WASNationals Park33283282-10%0.282.7154555382%-0.093.4937037221%-0.812.8711111433%0.611.48646735%0.110.9922623042%1.382.39514524102%1.522.65
MINTarget Field36305295-10-3%0.903.16587574-13-2%-0.262.8637238082%0.621.94133122-11-8%0.251.118272-10-12%-0.221.042342572310%1.352.01624644203%-0.252.87
NYYYankee Stadium312492803113%1.282.614585054710%1.232.852903384817%1.362.51909666%0.551.187872-6-8%-0.081.3325526383%1.472.30527526-10%0.482.48
MIALoanDepot Park37353326-27-8%0.473.12645625-20-3%-0.212.98435417-18-4%-0.542.34147132-15-10%0.211.3163761321%0.351.06295266-29-10%1.612.7862263191%0.953.06
ATLTruist Park34291302114%-0.222.44596568-28-5%-0.053.36404384-20-5%-0.272.63127110-17-13%0.311.176574914%0.031.10236247115%1.352.12581569-12-2%-1.052.46
TEXGlobe Life Field332373006327%0.163.504665387215%-0.043.313093514214%0.492.31891102123%0.141.166877913%-0.181.16247269229%1.032.29544557132%0.172.57
SD Estadio Alfredo H.H.22635935%4.198.8638491129%2.497.972725-2-7%0.472.164117184%2.263.35713680%2.793.65161603%1.706.90313214%-4.144.69
SD Gocheok Sky Dome23320-13-38%-6.329.104435-9-20%-4.4210.723522-13-38%-6.676.6778117%0.772.81253166%1.661.662917-12-43%-4.234.233038826%3.863.86
Team Games Runs Sim Dif % Dif Med Abs Hits Sim Dif % Dif Med Abs 1B Sim Dif % Dif Med Abs 2B/3B Sim Dif % Dif Med Abs HR Sim Dif % Dif Med Abs BB Sim Dif % Dif Med Abs K Sim Dif % Dif Med Abs Wins Sim Dif % Dif
ARI72347335-12-4%0.392.1261161651%0.172.04400411113%0.361.84139132-7-5%0.160.97727312%0.160.91274286125%0.671.4656856800%0.131.613535.8.8+2%
ATL69305326217%-0.161.95579590112%-0.222.13360380206%0.211.72144124-20-14%-0.010.9375861114%0.060.712332552210%0.881.30599558-41-7%-0.171.913837.3-.7-1%
BAL71361322-39-11%-0.092.20608606-20%-0.012.333583933510%0.391.73136129-7-5%-0.060.8811484-30-26%0.160.91230240104%0.801.50581604234%0.181.994737.2-9.8-20%
BOS72331307-24-7%0.352.39621594-27-4%0.172.14395387-8-2%0.281.72152137-15-10%0.141.037471-3-4%0.190.81281254-27-10%0.891.52695641-54-8%-0.251.753736.2-.9-2%
CHC72297312155%0.512.06537574377%-0.122.05356368123%0.061.751131281514%0.510.9368781014%0.100.82302278-24-8%0.861.53628609-19-3%-0.191.833436.12.1+6%
CHW732282785022%0.862.00529576479%0.272.36352383319%0.401.811121231110%0.410.83657057%0.170.8621221973%0.911.3162362851%0.212.171930.711.7+61%
CIN713023323010%0.392.125175725511%0.172.11331358278%0.071.721151271211%0.550.9371871622%0.220.702793062710%0.661.48642626-16-3%0.102.183436.92.9+8%
CLE69339298-41-12%0.431.99553588356%0.572.113543944011%0.381.6412312744%0.320.947666-10-13%0.110.81282225-57-20%0.611.6750451171%0.741.754432.4-11.6-26%
COL71298309114%0.702.13603594-9-1%0.082.27397376-21-5%0.051.87146137-9-6%0.271.0260802034%0.360.81226224-2-1%0.651.22665653-12-2%-0.331.832527.02.0+8%
DET70298311134%0.692.22552584326%0.942.18360389298%0.631.7512512611%0.460.94676922%0.090.872412713012%0.891.63615597-18-3%-0.282.043436.92.9+8%
HOU723153523712%0.382.48636633-30%-0.022.24430398-32-7%-0.171.771181402219%0.260.90889689%0.250.782312592812%0.521.43487513265%0.571.713338.45.4+16%
KC72341320-21-6%0.722.2360561161%0.552.25391408174%0.191.69144131-13-9%0.220.83707112%0.190.8724625042%0.951.35506544388%0.151.864036.3-3.7-9%
LAA71291301103%0.562.08572561-11-2%-0.022.14374360-14-4%-0.031.6511812132%0.350.64808111%0.150.672332602712%0.831.42593638458%0.321.942832.64.6+16%
LAD73357355-2-1%-0.172.28632614-18-3%-0.112.2239039000%0.101.74144132-12-8%-0.020.859892-6-6%0.210.83320312-8-3%0.201.50596591-5-1%0.051.844441.2-2.8-6%
MIA712412945322%1.102.12552597458%0.212.06395409143%-0.291.841031181515%0.480.8454691528%0.140.861832213821%1.291.7256656600%0.342.042331.98.9+38%
MIL71342297-45-13%0.462.25615554-61-10%0.272.11418358-60-14%-0.201.49123121-2-2%0.540.81747511%0.280.88287275-12-4%0.581.42630608-22-3%-0.041.894234.1-7.9-18%
MIN72329315-14-4%0.392.25587579-8-1%0.382.24356378226%0.351.80148123-25-17%0.310.908379-4-5%0.020.89266286208%0.441.25587612254%-0.311.744038.7-1.3-3%
NYM68304290-14-5%0.572.26563557-6-1%0.572.5336737141%0.571.85118106-12-10%0.420.92788023%0.130.90254232-22-9%0.631.31534553194%0.281.893234.12.1+6%
NYY73368356-12-3%0.432.13617614-30%0.512.16400396-4-1%0.511.641081322422%0.560.7610986-23-21%0.060.883053353010%0.801.68581618376%0.562.004938.6-10.4-21%
OAK742602872710%1.022.02542560183%0.632.15347364175%0.291.501111231210%0.550.778474-10-12%0.070.8626026773%0.701.56723709-14-2%0.011.952631.55.5+21%
PHI69339318-21-6%0.171.83586575-11-2%0.191.95391371-20-5%-0.071.5811912676%0.100.85767823%0.180.76282274-8-3%0.541.44577589122%-0.152.234638.6-7.4-16%
PIT71290315259%0.802.21565580153%0.682.28388379-9-2%0.161.941111301917%0.410.88667158%0.190.892592953614%1.051.68680631-49-7%-0.061.893436.52.5+7%
SD75329341124%1.042.32653646-7-1%0.282.38456448-8-2%0.371.5712012443%0.320.867774-3-4%0.160.88265281166%0.561.47516532163%0.441.763739.52.5+6%
SEA742833203713%0.541.78531570397%0.242.21347358113%0.141.601031232019%0.300.778189810%0.240.69281307269%0.901.54745709-36-5%-0.661.964339.4-3.7-8%
SF7231131541%0.622.05606593-13-2%0.332.38417392-25-6%0.071.601201331311%0.590.916968-1-1%0.100.78268292249%0.791.48574613397%0.301.833537.92.9+8%
STL702663003413%0.731.96551566153%0.232.2137337631%-0.021.7411211976%0.220.73667157%0.090.872452763113%0.661.57590574-16-3%0.341.833534.0-1.0-2%
TB722773093212%0.202.09557576193%0.142.24386369-17-4%0.071.681141311715%0.410.9057772035%0.190.84271266-5-2%0.621.40653625-28-4%-0.022.003437.13.1+9%
TEX71300325258%0.422.30569588193%-0.052.11399380-19-5%-0.051.591021272525%0.250.8268811319%0.110.772552822711%0.731.49544577336%0.281.843336.13.1+9%
TOR702703265621%0.802.03537584479%0.422.24353376237%-0.051.8412612932%0.220.9458792135%0.240.83270292228%0.711.59493536439%0.421.753436.62.6+7%
WAS7128228310%0.511.86548571234%0.261.97376386103%0.061.5611412065%0.401.005865712%0.140.86254239-15-6%0.571.39560583234%0.381.783531.6-3.4-9%
Team Games Runs Sim Dif % Dif Med Abs Hits Sim Dif % Dif Med Abs 1B Sim Dif % Dif Med Abs 2B/3B Sim Dif % Dif Med Abs HR Sim Dif % Dif Med Abs BB Sim Dif % Dif Med Abs K Sim Dif % Dif Med Abs Wins Sim Dif % Dif
ARI72344340-4-1%0.722.29655630-25-4%0.192.60410407-3-1%0.321.80166144-22-13%0.211.06797900%0.160.8725726473%0.731.51530556265%0.242.0337360-2.000000%
ATL692712982710%0.642.04551569183%0.692.22385382-3-1%0.191.561021151313%0.500.836472812%0.190.91242255136%0.631.44606629234%-0.311.74313102.000000%
BAL712453096426%1.102.125225866412%0.842.453433793610%0.191.731201361613%0.461.0159711221%0.170.762292623314%0.901.49623611-12-2%-0.281.992433941.000000%
BOS72293307145%0.111.93558600428%0.141.91383393103%0.101.641071393230%0.260.95686800%0.040.812322582611%0.811.5863564051%0.031.97353502.000000%
CHC72312309-3-1%0.762.12581571-10-2%0.112.00397374-23-6%0.041.62110120109%0.360.82747734%0.260.832592852610%0.761.38628615-13-2%0.241.913835-2-6.000000%
CHW73378335-43-11%0.182.05619595-24-4%0.022.41394390-4-1%0.331.88131123-8-6%0.490.749482-12-13%0.160.79316301-15-5%0.361.54623554-69-11%-0.641.905442-11-22.000000%
CIN712893162710%0.201.8556256310%0.141.86359355-4-1%0.041.60132119-13-10%0.110.9471891826%0.190.8427728362%0.541.46592607153%0.571.783734-2-8.000000%
CLE692513186727%0.752.15522564428%0.332.063163604414%0.271.65136124-12-9%0.210.8670801014%0.310.952362875122%0.641.45617574-43-7%0.381.8925361147.000000%
COL71405399-6-2%0.322.25706686-20-3%-0.092.30497449-48-10%-0.591.781271532621%0.491.05828422%0.090.80285298135%0.401.42464460-4-1%0.181.774644-2-4.000000%
DET70300289-11-4%0.132.29565575102%0.622.41389381-8-2%0.341.691121261412%0.490.85646846%0.050.87216226105%0.651.2557857910%-0.141.793533-1-5.000000%
HOU72308328207%0.881.98576569-7-1%0.202.17384360-24-6%-0.171.911101241413%0.510.78828533%0.220.84304329258%0.861.56613648356%0.281.933933-5-14.000000%
KC722863183211%0.202.10586604183%0.222.2439640041%0.471.78123133108%0.200.96677145%0.080.81254272187%0.801.55565584193%0.182.003235311.000000%
LAA71366328-38-10%0.012.26589583-6-1%-0.102.1536937782%0.091.62135125-10-7%0.370.868581-4-4%0.160.78321291-30-9%0.081.50560570102%0.031.934338-4-11.000000%
LAD732543095522%1.062.405135776413%0.662.04345376319%0.541.73941192526%0.480.827483912%0.220.872462702410%0.871.43628650224%0.451.982931210.000000%
MIA71360330-30-8%0.402.12616607-9-1%0.162.16397408113%0.381.63147124-23-16%-0.080.86727534%0.160.87299288-11-4%0.841.55559603448%0.301.984839-8-19.000000%
MIL712783123412%0.871.99563585224%0.712.07395389-6-2%0.251.72901192933%0.610.7778780-1%0.150.78265263-2-1%0.881.72563593305%0.081.692936727.000000%
MIN72318290-28-9%0.501.96583575-8-1%0.322.18380372-8-2%0.161.691151261110%0.450.828877-11-13%0.050.7922222752%0.811.37640662223%0.121.81323314.000000%
NYM68317291-26-8%0.222.12530545153%0.111.94353364113%0.031.44116110-6-5%0.340.8061711016%0.180.80307276-31-10%0.581.53602562-40-7%0.151.923633-2-6.000000%
NYY732433318836%1.192.195166008416%0.802.203313936219%0.521.7912012333%0.330.8265831828%0.300.8228829683%1.001.5861662041%0.031.8224341043.000000%
OAK74352337-15-4%-0.452.19634629-5-1%-0.552.45399418195%0.111.76159137-22-14%-0.201.067674-2-3%0.020.84303289-14-5%0.091.64548566183%0.061.724842-5-11.000000%
PHI692452783313%0.842.00520546265%0.342.1534735472%0.121.6811512165%0.460.9658711323%0.210.6822423283%0.761.44639627-12-2%-0.012.062330732.000000%
PIT71315303-12-4%0.321.98601578-23-4%0.062.22387372-15-4%0.071.79137135-2-1%0.140.967771-6-8%0.120.90261257-4-2%0.521.37605580-25-4%0.191.943734-2-7.000000%
SD7531532383%0.892.12599597-20%0.082.22393387-6-2%0.191.7612312743%0.400.78838301%0.250.822532833012%0.661.3765466281%0.371.663835-2-7.000000%
SEA742662963011%0.662.175205846412%0.362.243383824413%0.211.651071201313%0.390.74758169%0.190.972072342713%0.901.52624610-14-2%-0.052.073134312.000000%
SF72335295-40-12%0.311.92626587-39-6%-0.101.95410398-12-3%-0.161.55147125-22-15%-0.010.856965-4-6%0.010.8425926010%0.961.4860160210%0.221.953734-2-8.000000%
STL7030531052%0.251.86571594234%-0.182.10379393144%-0.041.8811912676%-0.130.94737634%0.140.8522923894%0.901.42584537-47-8%0.081.94353613.000000%
TB72345301-44-13%0.422.13628573-55-9%0.272.14408358-50-12%0.131.6212012887%0.430.8810087-13-13%0.160.86244229-15-6%0.831.34624648244%0.011.653834-3-8.000000%
TEX71303319165%0.812.47533573408%0.472.19347368216%0.111.741071231615%0.440.72798233%0.230.84302286-16-5%0.561.39608606-20%0.141.773834-3-8.000000%
TOR7030630820%1.202.45588577-11-2%0.702.39381368-13-3%0.241.551171291211%0.550.929079-11-12%0.240.80233254219%1.031.55562607458%0.301.993533-1-5.000000%
WAS71296322269%0.202.1660160320%-0.062.12405403-2-1%-0.101.70137124-13-9%0.330.8859761730%0.120.772252694420%0.841.48564554-10-2%0.221.67363939.000000%
Team Batter Games DK Points Sim Dif % Dif FD Points Sim Dif % Dif Runs Sim Dif RBIs Sim Dif Hits Sim Dif 1B Sim Dif 2B/3B Sim Dif HR Sim Dif BB Sim Dif K Sim Dif PA Sim Dif SB Sim Dif
SF M. Yastrzemski6032832910%43444161%222312721-63938-123230910175-21931123934-52002055121
STLW. Contreras31264234-30-11%349308-41-12%2016-4121533029-113196116-564-22216-63531-412814012220
COLK. Bryant241181856757%1562469057%51381013316226121202642421510-53123-81011010011
DETM. Canha63428458307%566603366%32320292905458436393121316713933-63730-72612665440
PHIN. Castellanos684134816816%5426318816%3432-22837954628363931013381022221-1465262832896132
LAAB. Drury301111978677%14225811581%9134615918279131744621438102222971131163011
MINM. Margot51205204-10%267261-6-2%1513-21312-1282802020076-1121149-52422-2141125-16341
BALJ. Mateo42292276-16-6%381354-27-7%2117-41615-13033313229138-543-1913432342141152111110-1
NYYA. Rizzo694054969123%52765312624%3234228368596564444071368802529437491228830113033
NYYG. Stanton62485444-41-8%644597-48-7%3231-14036-45650-63030091011710-7192910515542552627011
DETM. Vierling61414392-22-5%536509-28-5%2927-23023-75753-43534-11313095-41323103325-8229226-3044
CINT. Stephenson57332353216%439464256%2725-2222534347426315111106602320-3252612032074110
COLB. Rodgers56353375226%447488419%24262222646053-74236-61511-4363111873931-82302344110
TEXN. Lowe492963313512%3894384812%202332120-14342-13429-5792242272922725-21972036121
CHCI. Happ65455482276%610637274%323313230-250577283571513-27814036-45241-112742828550
SEAT. France613644033911%4735275311%212762728153552353831110-17702523-23934-523724912011
TB B. Lowe29183196137%248260125%121421813-519223111215613411612-4263041101122110
NYMH. Bader58352311-41-12%452398-54-12%2319-42518-75042-83730-798-14401413-13629-7203193-10880
SEAD. Moore57378412349%498545469%242622224237403182241311-26823229-332364213215211110
BALR. Urias33152140-12-8%195182-14-7%1410-48912320-31515054-131-2781172251011021011
SF N. Ahmed381572226541%1962868945%1014411154293232423-156102261042330712614519132
MIAJ. Bell704245058119%55166110920%2735831343626974246413130792283133743629331118022
LADM. Betts71694704101%908932233%505444035-58676-105746-111919010111475710213211327339129123
HOUV. Caratini36182167-15-8%242218-24-10%1312-11711-6232411316365-142-2792161931091101011
OAKJ. Davis381651942918%2052544924%111325149272701917-246243-111110303661311332011
TEXM. Semien69584597132%77077871%5044-64035-575772495011516111110293013136531232715374
TORG. Springer623774679024%49060911824%303441529144664183443971475723125-6293562622791784-4
MINC. Vazquez391572266944%1992929346%9156111652534917236671231495323311401488220
WASI. Vargas43228186-42-18%291240-51-18%1312-11311-23528-72521-4106-40221411-314151143123-2052-3
ARIR. Grichuk42203182-21-10%261237-25-9%1412-21413-13225-72017-3105-523198-114195114107-7011
CHWA. Benintendi542563388232%32643410833%14228182024048830344693451111873329-42082168253
BOSG. Cooper361361824634%1742386336%612611132222531516165-113291123529-6116112-4011
HOUM. Dubon51298272-26-9%381348-33-9%2019-12318-54941-83530-5117-43417817169172162-10231
TORD. Jansen40275273-2-1%366365-20%2220-2161823432-217181127-55612020021298158154-4011
TORI. Kiner-Falefa64353378257%449490409%192562724-35651-54337-6911243-1142282326322423814374
NYMJ. McNeil623073827525%3924909725%2325214241047571034417101113522117-421232239238-1330
CHCM. Tauchman63426436102%557575183%3831-7192345551-43932-71113256133352373812502533572
ATLO. Albies604465116515%5836637914%333633232064662404442013-7495222202528326527510473
BOSR. Devers59537479-58-11%711631-81-11%3932-73433-16260-2323751713-41310-34029-113933-62552616132
CHWT. Pham3525025442%31932782%2018-2121203834-42824-4770341121423230-21511554352
NYMJ. Martinez41321273-48-15%416360-57-14%171812320-34434-102522-3116-587-11514-144440168164-4011
PITA. McCutchen57413410-3-1%54354520%3631-5222425248-43630-66115107-3333414137-42492501132
TORJ. Turner603144069229%41354012630%212982129844506293231110-148427292263152272303022
LAAK. Pillar44335237-98-29%441308-133-30%2215-72817-113931-82218-4108-274-3129-3233310142140-263-3
COLJ. Stallings33194164-30-15%253215-39-15%101111711-62923-62015-565-132-11311-222220113108-5011
CLEJ. Ramirez66698594-104-15%938773-166-18%5137-146239-237071137469151501811-72926-322286291296511132
HOUA. Bregman674645437917%60471811419%2839113337463696404331416291012535102528328929910231
WASJ. Gallo442212513013%2963384114%1717011176232521113276-15612423-14942-71651683121
DETC. Kelly36193211189%2492762611%1215315150293012220-24733301412-2293231321375011
TEXC. Seager60480513337%631678467%303773433-1606444139-2515101411-34032-83134326327310022
WASJ. Winker67492434-58-12%646575-71-11%3330-33126-55954-54335-8101226714340-34045526827810112-9
SD X. Bogaerts472813618028%35946710830%23263142174149831354693451122084033-720021414451
SEAJ. Polanco4623734010343%31045414446%1523814239313652420-4286583232635351-218119312143
ATLA. Duvall502172644722%2903495920%1518317203253271518349565-11713-44337-6166154-12022
TORK. Kiermaier391842627842%23534010545%1217510177243281522777024281354238-413615418451
WASN. Senzel49292307155%386401144%2020016204353942026698-165-12717-102927-21821919154
NYYA. Wells391862627641%24434510041%141841019925349162157702531614-22934513815517121
LADW. Smith60499452-47-9%664598-67-10%3630-64236-66558-73937-21611-5109-12925-428291256250-6022
PITJ. Suwinski532793194014%3724235013%20211172252838101724758365-12423-13832-6186178-854-1
CINS. Espinal442152523717%2813274616%111761816-2253510192563743301014417170149153473-4
MINJ. Miranda54324299-25-8%417385-33-8%2120-12321-24845-329334139-464-2111321619318820113110
STLN. Gorman63445424-21-5%595569-27-4%3029-13332-1464602325281021511-4263045951-82472514220
MIAJ. Burger492963505418%3844557018%20233232524349630322710367111143262602002099011
TEXJ. H. Smith66427386-41-10%552507-45-8%3326-7242736250-124134-71710-74623025-53329-4242240-243-1
PITJ. Triolo582913768529%37649511932%15251020244424863532-34117352242514342-1228225-3451
BALA. Hays37159156-3-2%205203-2-1%1210-2101112522-31615-175-2231108-22625-111499-15011
CHWN. Lopez5623434310946%28143615455%1723651813475144239-3594044151831922321323017253
SEAL. Raley57312288-24-8%397376-22-5%2218-4181914337-62924-578175-21115427347180180054-1
WASL. Thomas41363316-47-13%468414-54-12%202112219-3383802724-358366016193374251801866165-11
NYYA. Verdugo68503485-18-4%663635-29-4%3533-24136-568680434741614-297-2232741831132862948121
BOSC. Wong52350316-34-10%441410-32-7%2320-3222205943-164829-196935502014-624328201199-2242
CHWP. DeJong66420374-46-11%548486-62-11%2923-62927-2525202730311143147-71614-24949023424814220
TB H. Ramirez482492863715%3083696020%2119-2142064542-34129-123961434952927-2169178952-3
BALA. Santander66525509-16-3%703671-32-5%3834-44237-557658264115141401710-728291323642772836022
NYMP. Alonso67496491-5-1%655650-6-1%3734-33135459601293671612-41411-3303003949102882880121
LADC. Biggio421752275230%2293037432%1316391342326317181462220222313427-71411465220
SF M. Conforto48318336186%414444307%21232222534343027270810286-214217323201931974022
KC A. Frazier502052484321%2663225621%161601016629345212436712311814-4172031501566231
NYYJ. Trevino41251215-36-14%330279-51-16%1715-22415-93432-22723-407772-51011118224138137-1011
MIAN. Gordon6028528941%36837010%171812319-4384132728158365-17922625-1176178254-1
BOSR. McGuire36179159-20-11%235206-29-12%101111610-6232301816-225332-1118-33027-3116114-231-2
SF J. Soler583414379628%44658013430%2730318311346548303229134792262933539423824810011
PHIE. Sosa37268244-24-9%348317-32-9%2216-6171703332-11920198-154-11110-13339613014818231
MINK. Farmer451591963723%2122574521%1213112142202661217586-20441610-62423-1117116-131-2
SEAM. Haniger663554327722%46657210623%212983029-1515213632-491126932030104852424926213033
LADE. Hernandez511912617037%2443399539%101881118729389222643744401413-12019-11581657011
LADM. Muncy40318288-30-9%435387-48-11%2420-42821-7313101418487-197-22522-35039-11167156-11011
KC G. Hampson37152142-10-6%18318410%6935832718-92113-864-20117922823-510090-10440
TEXJ. Heim613453934814%4485156615%222753029-1525314035-5611567114195303442372458121
COLR. McMahon6953854020%70971441%373703735-26966-34240-2151501211-134373525642973014132
BOST. O'Neill48399359-40-10%531475-56-11%3524-11232304441-32524-17114127-53024-64937-122012021154
BOSD. Smith371862163016%2512823112%111431915-424306171925722421811-72623-3129128-1011
PITR. Tellez512122796731%2743689434%14195151943437326260682242142283030017018212011
ATLT. d'Arnaud46267244-23-9%356321-35-10%1917-22117-43432-216215137-654-11615-128280161157-4011
LADF. Freeman72616586-30-5%815776-40-5%4439-5424537873-5474812214-891125335-183639331532813341
HOUJ. Meyers54346317-29-8%445416-29-6%182242522-34640-63125-69906601616021254197193-463-3
HOUC. McCormick331662356942%2153089343%10166121642329617192561143101333528-712113110330
TORD. Schneider5840140982%541551102%293013327-64442-2222201410-4810227325353722272303330
CLEB. Rocchio5931031993%40741462%3022-81120938457263151110-11432717-10273710210216674-3
SEAJ. Rodriguez725405925210%6817668412%36371293677772-56447-1761597103212545754-3309327181614-2
NYYJ. Soto69754621-133-18%1009829-181-18%5847-115237-158171-104944-5141621811-75652-43034431332613451
TEXL. Taveras6535246211031%44960115234%26315132815485810333851113247322253283132472558693
CHCM. Amaya451782618346%23134411249%11187141952734720211583253131412327415517015011
NYYO. Cabrera492743032910%3573943710%202112220-2394233030048454-1101772431718519813242
PITO. Cruz61443438-5-1%574574-10%27281282805851-7333301611-597-2202666246-16253252-1594
BOSE. Valdez412302592913%311340299%141622417-72631511198107-35508146343511361459154
MIAJ. Chisholm69544571275%700747467%31376333306662-44240-21412-21011128357495452863031713141
CLEA. Gimenez63468510429%603652488%3533-23528-7666605147-4111324622119-228346277284711154
KC F. Fermin37213194-19-9%273253-21-8%1713-4131413528-72619-776-1231119-223241129122-7011
COLN. Jones271512509966%20133213165%13174716917271010144671154151723727-101121175242
MINA. Kirilloff562723225019%3614236117%2022220233324311162812118-3561161713233117720730022
BOSD. Hamilton43315247-68-22%396319-78-20%2115-6111323828-102518-798-142-2101443834-4145139-6149-5
LADG. Lux54260280208%332362299%1920116171404003129-287-1132131632928-1199193-6330
LAAM. Moniak532313017031%2983929431%152051521631387212437813741011132353170179943-1
TB B. Rortvedt461952323719%2543095421%16160101553028-22518-75610442118-33736-11411465110
LAAJ. Adell60392335-57-14%521440-81-16%2622-43122-93640418257682127-51720332408209207-294-5
CINW. Benson663984838521%52264011722%223192230841476192781410-48102273256756-11228247199123
TORB. Bichette6539249310126%50163813727%2233112834661698434851412-24841919026371127329219473
CLEB. Naylor4619330311057%25540414958%16204121972534918191495363162484735-1216017212143
MINE. Julien56326316-10-3%430426-4-1%24251171703533-22220-267176-12536115651-51942051162-4
CHCC. Morel70502543418%674717426%343514038-249641531387516111310-34231-114052122913081776-1
WASL. Garcia59399358-41-10%507461-46-9%202222824-45951-84236-61210-2550111543123-8227224-394-5
CLET. Freeman6140440951%536527-9-2%3428-62723-44656102840121211-165-13022-825305244249587-1
OAKL. Butler351461803423%1912374624%8124712518235121534402421512-33630-6121117-421-1
ATLM. Harris II674285037518%53864410620%30322203212656834947-2111325831815-34035-527828688124
SF P. Bailey44289270-19-6%377354-23-6%161822218-44137-42925-489143-118180334291671747220
STLM. Siani501922556333%2413318937%14173916727336232303741328146394231481732575-2
ATLJ. Kelenic5529329631%372386144%19201171814637-93126-5107-354-1111983832-61791856154
CLEG. Arias391882183016%2382834418%1114311165273031720387-12426824341-21331431042-2
TORA. Kirk361592246541%2102958540%515101615-1233181721446223114173181801261348011
ARIG. Moreno542973434616%3934505715%22242222204245328324129-324223252182352012054033
KC M. Garcia69599565-34-6%778726-53-7%4740-73826-127470-45251-11714-35502230837436319324517181
MIAO. Lopez36212174-38-18%272224-48-18%1211-11811-73125-62417-745133068220266121119-242-2
DETW. Perez48341336-5-2%436436-10%2722-5172034641-53227-51110-13411620423274193192-1572
HOUY. Diaz603784355715%4885718217%2430632342595904138-3111217103101662636102372458011
SD H. Kim7354754810%726718-9-1%363603431-35365123345121113296-34742-53538329029991412-2
CHCS. Suzuki45377362-15-4%492474-18-4%252612622-44746-13030099087-1202222520-5199202353-2
SF M. Chapman68494489-5-1%652648-5-1%4134-72935661621354051813-58803234248491291293252-3
CINS. Fairchild49232225-7-3%304295-9-3%1715-215150262711917-23634401412-229301129128-163-3
MILR. Hoskins5034434731%45846451%202332824-438402222206104107-325261334182022086220
PITC. Joe61433422-11-2%570552-18-3%3629-72827-157570353721515076-12725-23027-3250249-1231
CLES. Kwan42415343-72-17%525440-86-16%3925-14161606647-195035-15129-343-119212111871911976374
BOSJ. Duran71656599-57-9%843767-77-9%4740-73129-28076-4445173117-145723227-54946-3326331515183
MINR. Jeffers60421398-23-5%562526-37-7%272813527-847503212981412-2128-42723-437370233227-621-1
PITH. Davis271061544845%1422046244%811351051319681244401211412-24031-91021042022
OAKZ. Gelof522893687927%37047710729%18235142283643723285891572151834336-72102199792
STLB. Donovan644184967819%54564610118%313652929061687404551615-158329290293122812876132
PHIB. Stott63494439-55-11%653571-83-13%3328-53426-85054434373111105503527-823307248243-51711-6
BALC. Cowser66390369-21-5%520490-31-6%2725-22924-54342-122264139-48802827-14342-1223220-3440
LAAL. O'Hoppe59421373-48-11%549491-59-11%3125-63127-45848-103729-81211-198-1161933836-22252283121
DETK. Carpenter49341294-47-14%450387-64-14%2119-22923-64138-319256148-685-31514-13438416217715022
LADJ. Outman361532287549%2053029747%1015510155162489145462352151504034-6124122-2231
LADA. Pages52354305-49-14%457400-57-13%3221-11202225240-123625-1199076-1151503532-3210207-3121
CLED. Fry50392283-109-28%524373-152-29%2819-93019-114436-82822-689185-33616-2022220174164-1043-1
TEXA. Garcia674945717716%65675910216%343624045555627313431114313152232745351-227929213682
ARIL. Gurriel Jr.66472488163%618637193%323424236-6666714546112131990142173634-22812821330
OAKB. Rooker58479397-82-17%637528-109-17%262604128-135547-82827-11410-4139-427281494902402499220
TB R. Arozarena6940651310726%53867713926%2934521311042571524341091459903735-25949-1027828577103
DETJ. Rogers402022353316%2643114618%1916-3111872729217181561550101334240-21381457011
OAKJ. Bleday72467439-28-6%608579-30-5%29290242626153-8313432112-997-23535037469289287-2055
CINS. Steer68523554316%695735396%313764138-357625343841613-37114373703241928329815127-5
MIAJ. Sanchez62307326196%392426338%16215232304543-23329-48804621317428313205196-963-3
MILW. Contreras69639520-119-19%841683-159-19%5237-154832-168667-195943-161814-491013034442464312311-153-2
TORD. Varsho61472491194%631652203%3733-431332465481929101714-31010026315384242422622076-1
MILB. Perkins60413342-71-17%533452-82-15%3522-13212105241-113926-13891550222864134-7227218-9105-5
NYMB. Baty492302542410%2993323311%1517216171343512724-33744401815-33837-11691723011
CHWA. Vaughn66405442379%5255775110%253052830257625354161314198-1202334543-227228210110
CHCM. Busch63395368-27-7%521493-29-5%3025-5232744941-83024-6119-28913127-46053-72262359121
MILS. Frelick63366344-22-6%466444-22-5%3123-8141955348-54336-78912312522-33631-5235239486-2
KC V. Pasquantino67478501235%647658112%323424636-105768112945162114-77923229-3242622782868022
SEAD. Canzone36172169-3-2%226221-5-2%1011111121192341014434164-2117-42823-51031096110
MILO. Dunn38142129-13-9%179167-12-7%118-36822016-41511-443-112187-14029-1110392-11330
COLB. Doyle66516498-18-3%659647-13-2%4131-101930116358-54536-9131305942621-55251-126927561813-5
CHWK. Lee52288245-43-15%366317-50-14%1716-11816-24135-62924-567164-281025044-6174175152-3
KC M. Massey28230182-48-21%305235-71-23%1712-52313-103027-31819165-163-3473131521081135022
CLEW. Brennan60314336227%407430225%2221-1212214249729356710364-21812-6212101982013363
ATLO. Arcia683544418724%45357211826%232962229756615334181714-3660112211303332652749066
LADT. Hernandez72617524-93-15%818691-128-16%4034-65040-107164-7394011513-21711-63026-46363030231210451
ARIK. Marte69615561-54-9%805732-73-9%4841-73835-37872-6474701716-11410-43429-54340-33093101352
LADM. Rojas39214202-12-6%276259-17-6%131411412-2303001822497-232-18919145116121532-1
CHCD. Swanson593544095515%4625387617%2827-119278454942931210111682232634135-62332396451
ARIK. Newman46271284135%345365206%2118-3161934341-23029-1119-223171251415116617610341
LADC. Taylor35901556572%1222058368%5116990101778113143132111214033-7104101-3121
MINC. Correa52417363-54-13%549477-73-13%3226-63123-85749-83734-31410-465-1242622427321723417022
SD J. Profar73596558-38-6%786734-52-7%393904535-107871-75649-712153108-24541-42835729231927451
DETJ. Baez512473409338%32443811435%152272422-2344612243289901547158303221932007660
COLJ. Cave39178173-5-3%230225-5-2%1611-5101112624-22016-465-10331110-128291116112-421-1
NYMF. Lindor67536552163%701718162%3937-23234262675354491613-3111102928-13337430030001110-1
MILG. Sanchez4423924342%31932221%1716-12118-3283021618256175-2141513833-5146145-1011