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DRA Run Values by Year

     Click here for previous version of table (data through 2015).
Glossary: Explain the stats - including an important technical note about the process.(show)
  • WARP - Pitcher WARP computed using DRA, roughly IP/9 * ([Replacement RA]-DRA) / [Runs Per Win].
  • NIP Runs - "Not-In-Play" Runs. Runs saved or given up over average in walks (both intentional and unintentional), hit-batsmen, and strikeouts. The pitcher's contribution to each of these metrics is fit by a mixed model, and the resulting likelihoods are multiplied by the linear weight of each event type.
  • Hit Runs - Runs saved or given up over average in terms of hits yielded. Put another way, when the pitcher gives up hits, how hard does he get it? We model home runs, triples, doubles, infield singles, and outfield singles separately. The pitcher's contribution to each of these metrics is fit by a mixed model, and the resulting likelihoods are multiplied by the linear weight of each event type.
  • Out Runs - Runs saved or given up over average in terms of outs generated on balls in play. We model single-out putouts at each fielding position separately, and also do so for multi-out plays beginning at each infield position. The pitcher's contribution to each of these metrics is fit by a mixed model, and the resulting likelihoods are multiplied by the linear weights of single and multi-out plays as appropriate.
  • Framing Runs - Runs saved or given up over average in terms of framing.
  • Park Runs - Runs saved or given up over average due to stadium and temperature effects.

  • Name Team(s) ID WARP DRA DRA- RA9 DRA-RA9 NIP Runs Hit Runs Out Runs Framing Runs
    Fernandez,JoseMIA704447.71.67583.11-1.44-29.56.9-10.51.1
    Verlander,JustinDET456137.62.44743.20-0.76-23.415.7-16.90.9
    Sale,Chris*CHA657516.82.73793.49-0.76-23.623.0-20.16.3
    Bumgarner,Madison*SFN577436.32.94823.14-0.20-14.619.0-20.4-11.0
    Price,David*BOS546946.23.01834.15-1.14-17.632.3-28.60.2
    Kluber,CoreyCLE574246.02.92823.43-0.51-17.718.6-19.3-1.1
    Scherzer,MaxWAS567536.03.07843.040.04-26.821.2-14.5-2.5
    Tanaka,MasahiroNYA594735.92.77803.38-0.61-9.520.3-27.8-1.0
    Hamels,Cole*TEX455345.82.84813.72-0.89-9.215.1-23.43.0
    Porcello,RickBOS577455.63.16863.43-0.27-12.434.6-35.4-1.0
    Cueto,JohnnySFN474155.53.17862.910.26-5.025.1-32.0-9.4
    Maeda,KentaLAN1022545.42.66783.69-1.02-7.110.4-20.0-6.5
    Kershaw,Clayton*LAN497865.42.20701.870.33-20.817.8-18.3-2.7
    Lester,Jon*CHN455485.43.05842.530.52-8.117.9-20.7-4.8
    Hendricks,KyleCHN691725.22.99832.510.48-4.517.8-23.5-6.2
    Pineda,MichaelNYA507044.82.95835.02-2.07-15.814.0-14.0-2.6
    Teheran,JulioATL587314.83.11853.35-0.24-6.016.8-24.8-2.4
    Archer,ChrisTBA501014.73.35884.47-1.13-17.523.6-18.4-2.8
    Sabathia,CC*NYA11174.53.16864.16-0.991.812.0-22.3-3.4
    Quintana,Jose*CHA516454.53.47903.290.18-12.230.2-26.15.3
    Carrasco,CarlosCLE472294.22.84813.94-1.10-12.215.3-15.9-0.2
    Syndergaard,NoahNYN671324.23.39892.990.40-17.520.7-17.7-6.1
    Pomeranz,Drew*SDN,BOS684044.23.23873.43-0.19-10.114.4-16.10.9
    Wright,StevenBOS569874.03.12854.25-1.131.18.9-22.70.3
    Greinke,ZackARI317344.03.17864.54-1.36-6.717.3-17.73.5
    Duffy,Danny*KCA561973.83.46903.56-0.10-14.224.2-19.01.2
    Strasburg,StephenWAS610563.83.09853.60-0.50-13.814.0-11.3-3.4
    Gonzalez,Gio*WAS455293.83.50914.97-1.48-3.016.5-18.9-0.6
    Estrada,MarcoTOR476583.83.50913.73-0.23-2.115.3-20.5-3.7
    Odorizzi,JakeTBA585073.73.64933.84-0.20-7.023.3-22.9-1.7
    Gausman,KevinBAL685573.73.56923.81-0.24-12.124.4-20.20.1
    Tomlin,JoshCLE520323.63.53915.02-1.49-2.829.9-29.70.7
    Keuchel,Dallas*HOU604483.63.50914.71-1.22-2.522.6-25.2-4.1
    Davies,ZachMIL709773.53.47904.35-0.88-1.824.7-23.9-0.8
    Stroman,MarcusTOR703713.53.85954.59-0.74-1.031.0-34.9-3.6
    Hellickson,JeremyPHI461553.43.79954.10-0.31-3.823.6-23.22.6
    Fulmer,MichaelDET704453.43.51913.230.28-5.919.4-19.81.8
    Salazar,DannyCLE567233.43.23874.00-0.77-8.212.8-13.80.5
    Nola,AaronPHI709433.42.72795.51-2.79-8.014.4-15.10.6
    Lackey,JohnCHN8863.33.81953.540.28-4.817.0-15.5-5.0
    Roark,TannerWAS589213.33.98973.090.895.123.2-30.3-2.6
    Arrieta,JakeCHN526913.23.93973.280.65-0.319.0-25.5-7.6
    McHugh,CollinHOU584413.13.89964.48-0.60-6.720.5-18.8-4.5
    Shoemaker,MattANA586673.13.67933.99-0.32-9.525.3-20.80.0
    Kennedy,IanKCA525723.13.99973.730.27-5.724.5-20.12.7
    Eickhoff,JeradPHI688553.04.01984.010.00-6.631.8-25.33.7
    Manaea,Sean*OAK1037213.03.52914.04-0.52-6.414.5-14.54.0
    Betances,DellinNYA497753.01.44533.82-2.38-13.6-1.4-2.9-0.6
    Ray,Robbie*ARI670833.03.88965.42-1.54-14.024.3-13.92.6
    Miller,Andrew*NYA,CLE496172.91.56561.57-0.01-16.23.1-2.8-1.1
    Martinez,CarlosSLN672192.94.08983.130.951.325.2-30.0-4.2
    Sanchez,AaronTOR671072.84.07983.230.831.725.2-30.0-5.7
    Hill,Rich*OAK,LAN369592.83.12852.370.75-9.19.7-8.90.5
    deGrom,JacobNYN677402.83.71943.220.49-5.119.2-17.2-4.0
    Hernandez,FelixSEA455362.83.78954.46-0.683.014.3-20.32.2
    Santana,ErvinMIN316072.74.04983.870.17-5.523.4-19.84.7
    Bauer,TrevorCLE703352.74.07984.55-0.481.524.2-26.3-0.5
    Perez,Martin*TEX585332.74.16994.98-0.8212.824.8-38.13.0
    Nolasco,RickyMIN,ANA403752.74.16994.74-0.58-2.830.8-27.31.3
    Straily,DanCIN609212.64.14993.760.37-0.522.3-20.93.7
    Oh,Seung HwanSLN513542.62.09672.26-0.17-10.34.8-6.5-1.0
    McCullers,LanceHOU1005212.62.57763.22-0.65-5.22.0-6.3-2.5
    Liriano,Francisco*PIT,TOR385512.54.01975.41-1.401.216.4-18.0-0.1
    Jansen,KenleyLAN479652.51.79611.83-0.04-12.13.9-4.7-2.1
    Smyly,Drew*TBA686882.54.14995.29-1.15-8.823.8-15.0-3.4
    Gray,JonCOL685642.44.11994.93-0.82-8.918.8-13.81.0
    Britton,Zach*BAL501552.41.85620.940.91-5.66.2-12.10.0
    Matz,Steven*NYN998212.43.79953.600.19-4.318.7-18.6-4.1
    Nicasio,JuanPIT570002.43.43904.88-1.46-6.911.6-9.1-1.3
    Ziegler,BradARI,BOS492182.32.02662.78-0.76-1.41.6-9.51.1
    Samardzija,JeffSFN501752.34.381023.900.49-0.431.3-30.8-5.2
    Devenski,ChrisHOU705142.33.24872.161.08-6.810.4-9.8-1.8
    Jones,NateCHA565192.22.22702.55-0.33-7.96.1-8.32.3
    Barraclough,KyleMIA711772.22.33722.97-0.65-8.12.4-3.81.0
    Miley,Wade*SEA,BAL584532.24.211005.42-1.21-2.527.9-22.13.9
    Andriese,MattTBA691562.23.80954.51-0.71-5.815.8-15.1-1.3
    Darvish,YuTEX531552.13.50913.86-0.36-12.514.0-7.7-0.2
    Bettis,ChadCOL658552.14.361025.18-0.823.830.8-30.00.7
    Brach,BradBAL580892.12.63772.620.01-6.65.3-6.90.2
    Duffey,TylerMIN1002922.13.97976.97-3.00-4.819.7-15.91.8
    Anderson,Tyler*COL659472.13.75943.94-0.18-2.417.4-16.80.3
    Paxton,James*SEA684672.13.85954.61-0.76-8.818.5-13.61.1
    Nova,IvanNYA,PIT498322.14.201004.50-0.30-1.426.0-24.9-1.5
    Cishek,SteveSEA557252.12.14682.95-0.82-5.32.5-5.71.3
    Gonzalez,MiguelCHA474762.04.04984.07-0.02-1.619.3-20.53.6
    Herrera,KelvinKCA564492.02.55762.88-0.32-7.86.4-6.90.6
    Phelps,DavidMIA582682.03.09852.390.70-9.010.1-7.91.6
    Kazmir,Scott*LAN315062.04.11994.69-0.580.215.1-15.7-4.9
    Iwakuma,HisashiSEA373811.94.521044.300.22-5.133.9-25.75.1
    Chatwood,TylerCOL582411.94.341024.270.068.020.5-25.71.3
    Melancon,MarkPIT,WAS522311.92.71792.020.69-3.55.5-8.3-0.4
    Thornburg,TylerMIL671371.92.56762.550.01-7.03.8-4.1-0.2
    Leake,MikeSLN610511.84.461035.15-0.691.233.6-28.8-0.6
    Neris,HectorPHI673551.83.00832.910.09-8.07.8-7.51.0
    Uehara,KojiBOS440141.81.67583.45-1.77-6.00.4-3.2-0.1
    Rodriguez,Eduardo*BOS675881.83.91964.88-0.97-2.48.8-9.1-0.1
    DeSclafani,AnthonyCIN708031.84.10993.720.38-4.517.5-13.22.6
    Robertson,DavidCHA572351.72.55763.47-0.92-3.92.4-4.92.1
    Dull,RyanOAK1014331.72.94822.780.16-5.86.8-6.71.8
    Happ,J.A.*TOR460841.74.601053.321.270.027.9-25.0-3.9
    Giles,KenHOU703541.72.71794.39-1.67-9.34.2-1.6-1.4
    Allen,CodyCLE684941.72.80803.04-0.24-6.23.9-3.50.3
    Graveman,KendallOAK1020771.74.571044.210.364.333.2-32.75.0
    Kimbrel,CraigBOS583501.72.20703.74-1.54-5.8-1.6-0.90.5
    Walker,TaijuanSEA671481.74.271015.02-0.76-4.220.8-16.01.6
    Montgomery,Mike*SEA,CHN588571.63.68932.970.710.18.1-12.70.8
    Gregerson,LukeHOU502581.62.59773.59-1.00-4.83.6-5.8-0.9
    Wood,Alex*LAN1007181.63.09854.48-1.38-1.74.5-6.5-3.1
    Harris,WillHOU510321.52.87812.390.48-4.04.8-7.0-1.2
    Familia,JeurysNYN589051.53.25872.900.35-2.97.8-11.0-2.2
    Diaz,EdwinSEA1005721.52.37732.79-0.41-9.56.1-3.40.7
    Bush,MattTEX471811.52.83812.630.20-3.95.9-7.20.5
    Vincent,NickSEA582891.52.79803.88-1.09-4.74.6-5.91.4
    Morgan,Adam*PHI704721.54.191006.43-2.24-0.816.7-14.31.2
    Salas,FernandoANA,NYN488581.53.19863.91-0.72-1.76.3-8.9-0.1
    Reed,AddisonNYN670851.53.30882.091.21-7.412.6-8.6-1.9
    Urias,Julio*LAN1019921.53.64933.74-0.10-1.87.4-8.2-1.6
    Conley,Adam*MIA703001.54.401023.980.421.010.2-9.80.7
    Ventura,YordanoKCA663261.44.681064.650.046.525.7-28.31.7
    Bundy,DylanBAL707531.44.07984.27-0.19-3.112.7-11.3-0.8
    Dickey,R.A.TOR50341.44.621055.15-0.525.824.7-24.6-3.7
    Hand,Brad*SDN579381.43.57923.220.35-7.78.9-5.8-0.0
    Taillon,JamesonPIT686941.44.15993.460.69-1.816.7-14.8-1.7
    Chapman,Aroldis*NYA,CHN530141.42.83811.860.96-8.75.7-3.5-1.0
    Blanton,JoeLAN328421.43.43902.590.84-3.15.0-5.5-2.5
    Garcia,Jaime*SLN522541.44.631054.93-0.300.828.7-26.4-2.0
    Kelley,ShawnWAS565331.42.86812.95-0.08-7.66.9-4.5-0.6
    Givens,MychalBAL665431.43.34883.38-0.03-5.14.0-3.9-0.1
    Rodon,Carlos*CHA708831.44.631054.470.15-10.628.8-17.54.3
    Otero,DanCLE570471.43.27871.781.49-2.19.3-11.20.2
    Diekman,Jake*TEX558421.42.72793.74-1.02-2.21.5-4.71.1
    Ramos,A.J.MIA605041.43.12852.950.17-2.44.8-5.40.7
    Rodney,FernandoSDN,MIA14491.43.17863.72-0.55-1.83.7-7.0-0.0
    Osuna,RobertoTOR689971.43.38892.800.58-5.98.1-5.5-1.7
    Strop,PedroCHN467191.32.50753.04-0.55-4.12.7-4.5-1.2
    Stripling,RossLAN708261.34.11994.14-0.032.513.3-15.5-1.3
    McGowan,DustinMIA316351.33.28883.49-0.22-0.73.6-7.60.8
    Logan,Boone*COL479211.32.57764.47-1.90-3.81.5-2.30.6
    Buchholz,ClayBOS471601.34.511045.17-0.666.917.0-20.7-0.5
    Colome,AlexTBA557351.33.02841.911.12-5.76.5-5.1-0.9
    Colon,BartoloNYN3951.24.801073.801.003.938.6-32.8-5.1
    Guerra,JuniorMIL478501.24.501032.961.54-0.113.7-13.40.4
    Tillman,ChrisBAL500621.24.751063.820.931.325.9-21.90.3
    Barnette,TonyTEX510591.23.24872.390.86-1.24.8-7.11.3
    Eovaldi,NathanNYA578201.24.511044.76-0.250.418.6-17.9-2.0
    Gray,SonnyOAK703061.24.481036.15-1.67-0.421.0-17.24.2
    Reyes,AlexSLN1021231.22.98831.571.42-1.72.5-4.3-1.3
    Rzepczynski,Marc*OAK,WAS575291.22.85813.21-0.360.01.4-5.81.1
    Iglesias,RaiselCIN1022941.23.82952.531.29-4.39.7-8.22.0
    Rodriguez,FranciscoDET313111.13.26873.70-0.45-1.07.2-8.50.8
    Duke,Zach*CHA,SLN455221.13.32882.360.96-2.24.6-6.31.0
    Rivero,Felipe*WAS,PIT660641.13.66934.56-0.89-4.15.1-5.4-0.9
    Karns,NateSEA691231.14.241005.25-1.01-3.08.9-8.23.9
    Torres,CarlosMIL491071.13.77942.840.93-2.08.2-9.30.2
    Watson,Tony*PIT569571.13.52913.460.06-1.14.9-7.1-0.6
    Grimm,JustinCHN683901.13.11854.10-0.99-2.12.2-3.0-1.7
    Chen,Wei-Yin*MIA530261.14.581045.04-0.46-2.423.2-16.51.7
    Velasquez,VincentPHI671431.14.631054.400.23-9.620.5-10.61.3
    Farquhar,DannyTBA578271.12.27713.57-1.29-2.8-0.3-2.4-0.4
    Shaw,BryanCLE586611.13.56913.510.05-1.95.6-7.60.0
    May,TrevorMIN589111.12.76805.48-2.72-4.42.7-2.30.5
    Dyson,SamTEX683721.13.64932.431.21-0.210.3-13.01.0
    Grilli,JasonATL,TOR170961.13.41894.27-0.87-3.83.1-2.6-0.7
    Norris,Daniel*DET707781.14.02983.890.13-3.09.5-7.00.0
    Chavez,JesseTOR,LAN472791.03.62924.84-1.22-1.48.3-8.2-2.2
    Baez,PedroLAN555201.03.74943.280.46-3.77.9-6.7-2.4
    Milone,Tommy*MIN584591.04.01986.88-2.870.58.6-9.60.7
    Feliz,MichaelHOU671691.03.59924.57-0.98-7.68.0-3.8-1.7
    Bowman,MatthewSLN1005441.03.65934.12-0.471.58.7-11.8-0.7
    Snell,Blake*TBA702711.04.361024.45-0.09-0.87.6-7.4-2.1
    Biagini,JosephTOR709881.03.69933.72-0.04-0.67.6-9.6-1.5
    Wainwright,AdamSLN313611.04.931084.890.031.334.3-25.6-1.5
    Rondon,HectorCHN522511.03.28883.53-0.24-3.65.5-4.4-1.4
    Clippard,TylerARI,NYA455141.03.62923.86-0.24-3.77.3-5.40.6
    Cedeno,Xavier*TBA472431.02.91823.70-0.80-1.22.8-4.5-0.9
    Edwards Jr,CarlCHN713431.02.59773.75-1.16-3.81.2-1.7-0.9
    LeBlanc,Wade*SEA,PIT519591.03.89964.35-0.46-2.49.0-7.41.6
    Chacin,JhoulysATL,ANA499251.04.701065.06-0.361.223.0-19.8-1.1
    Doolittle,Sean*OAK532531.02.83813.23-0.40-3.63.2-3.11.0
    Wilson,Justin*DET591791.03.54914.45-0.91-3.87.2-7.10.5
    Blevins,Jerry*NYN470780.93.01833.000.01-3.13.1-2.5-1.1
    Alvarez,Jose*ANA508780.93.53914.55-1.02-1.35.6-6.20.4
    Hendriks,LiamOAK564260.93.69934.31-0.62-5.78.1-5.21.7
    Buchter,Ryan*SDN500580.93.67932.860.81-4.24.7-2.4-0.1
    Claudio,Alex*TEX669600.93.38893.310.070.06.9-9.01.2
    Lewis,ColbyTEX12750.94.671054.100.570.420.0-16.12.0
    Casilla,SantiagoSFN358630.93.59923.570.02-2.16.1-5.0-1.6
    Fiers,MikeHOU596390.94.871084.750.13-0.731.6-24.2-2.8
    Godley,ZacharyARI1001370.94.171006.51-2.340.310.4-10.91.8
    Soria,JoakimKCA467110.93.82954.18-0.37-1.36.9-7.61.3
    Wilson,AlexDET600510.93.92963.210.720.77.7-9.70.8
    Feliz,NeftaliPIT511900.93.55913.520.03-3.23.8-3.4-0.2
    Finnegan,Brandon*CIN712720.94.921084.500.423.521.4-18.57.8
    Krol,Ian*ATL606110.83.51913.350.16-2.96.4-5.7-0.1
    Broxton,JonathanSLN331970.83.77944.75-0.98-0.45.5-7.4-0.7
    Friedrich,Christian*SDN578660.84.791075.15-0.365.617.5-18.9-0.1
    Triggs,AndrewOAK687020.83.85964.79-0.94-3.39.0-7.41.3
    Bastardo,Antonio*NYN,PIT523600.83.92964.92-1.00-1.13.2-4.3-1.4
    Bedrosian,CamANA669300.83.20861.561.64-3.44.5-3.50.1
    Kintzler,BrandonMIN462980.83.68933.640.040.39.2-10.51.0
    Hudson,DanielARI579960.83.82955.97-2.15-2.15.7-4.61.6
    Dayton,Grant*LAN677380.82.33722.39-0.06-2.80.2-0.9-1.1
    Young,ChrisKCA451400.84.441036.39-1.95-1.312.4-8.40.6
    Robles,HanselNYN663360.84.08983.710.37-1.36.0-6.1-2.3
    Neshek,PatHOU402630.83.53913.260.27-1.85.6-6.1-1.0
    Wood,BlakeCIN500950.84.09984.46-0.37-2.310.5-9.82.3
    Tazawa,JunichiBOS589840.83.60924.17-0.57-2.55.8-4.80.2
    Barnes,MattBOS707580.83.95974.32-0.37-0.96.9-7.00.4
    O'Day,DarrenBAL505550.82.80803.77-0.97-1.90.7-1.8-0.1
    Benoit,JoaquinSEA,TOR12500.83.60923.190.41-1.22.7-3.50.8
    Davis,WadeKCA473600.83.44901.871.57-1.83.0-3.50.4
    Maurer,BrandonSDN589330.84.02984.78-0.76-3.310.2-8.1-0.2
    Urena,JoseMIA663110.84.471036.35-1.873.510.0-12.6-0.3
    Harvey,MattNYN683910.84.651055.34-0.70-0.313.1-11.2-2.0
    De La Rosa,RubbyARI576080.84.05984.62-0.56-2.16.8-5.31.2
    Cessa,LuisNYA663390.84.331014.61-0.280.88.5-9.5-0.3
    Volquez,EdinsonKCA456210.75.021095.89-0.877.329.8-30.33.7
    Alvarez,Dario*ATL,TEX558800.72.55765.40-2.85-3.51.3-1.10.3
    Rusin,Chris*COL600310.74.391023.840.55-0.513.6-12.9-0.3
    Fister,DougHOU523530.75.011094.890.129.730.6-29.3-3.9
    Holland,Derek*TEX564680.74.761075.20-0.441.916.7-14.91.7
    Schugel,A.J.PIT659100.73.76943.81-0.05-1.35.7-5.6-0.3
    Solis,Sammy*WAS659130.73.44902.630.81-1.22.3-2.8-0.5
    Lorenzen,MichaelCIN684440.73.72942.880.84-2.16.5-6.11.8
    Roe,ChazBAL,ATL486580.72.88813.64-0.76-1.81.3-2.30.2
    Peralta,WilyMIL505380.74.871085.15-0.275.322.1-19.2-1.9
    Rogers,Taylor*MIN999540.73.97974.26-0.29-3.49.7-7.51.6
    Petit,YusmeiroWAS455710.74.03984.79-0.76-0.19.6-9.6-0.5
    Zimmermann,JordanDET571630.74.771075.38-0.613.016.1-15.20.6
    Smith,Will*MIL,SFN582810.73.46904.24-0.78-1.92.1-1.7-0.6
    Kelly,JoeBOS593510.73.65935.18-1.52-0.82.2-3.50.5
    Coulombe,Daniel*OAK996160.73.69934.53-0.84-2.46.2-5.30.6
    Foltynewicz,MikeATL669910.74.871084.450.42-2.220.7-15.2-0.1
    Shreve,Chasen*NYA671180.73.15865.18-2.03-0.40.4-2.0-0.6
    Romo,SergioSFN495430.73.04842.640.40-1.62.0-2.3-1.0
    Hochevar,LukeKCA520470.73.39894.10-0.71-1.94.2-3.80.4
    Koehler,TomMIA583560.75.031104.740.297.319.2-16.9-0.5
    Putnam,ZachCHA585630.72.81802.300.51-1.51.7-2.81.0
    Storen,DrewTOR,SEA593450.73.82955.23-1.40-0.66.4-6.4-0.9
    Ross,Robbie*BOS607280.73.90963.420.49-0.13.9-5.20.8
    Johnson,JimATL375950.74.06983.200.86-2.411.8-9.6-0.2
    Fields,JoshHOU,LAN591660.73.30885.66-2.36-1.73.4-3.8-1.2
    Greene,ShaneDET609070.74.11995.82-1.71-1.97.2-6.50.7
    Gomez,JeanmarPHI518620.64.16994.98-0.821.98.6-10.11.1
    Avilan,Luis*LAN508660.62.16693.66-1.50-1.6-0.5-0.8-1.0
    Cecil,Brett*TOR556950.63.50914.17-0.68-2.34.3-3.6-0.4
    Gearrin,CorySFN563330.63.86964.47-0.61-0.66.3-7.0-0.6
    Gibson,KyleMIN658010.64.991095.44-0.453.321.1-18.53.4
    Boshers,Buddy*MIN580820.63.55915.25-1.70-2.04.8-4.00.7
    Rondon,BruceDET609360.63.60922.970.63-3.03.5-2.0-0.1
    Gsellman,RobertNYN705510.64.221002.421.810.15.8-6.2-1.0
    Smith,JoeANA,CHN511290.64.03983.460.560.95.4-5.8-0.3
    Richards,GarrettANA606550.63.95974.15-0.21-0.93.9-3.50.6
    Neal,ZacharyOAK678290.64.441034.50-0.062.812.8-15.01.5
    Suarez,AlbertSFN587150.64.681064.500.183.310.9-12.50.1
    Ramirez,JoseATL608120.63.50914.41-0.91-0.21.6-3.2-0.0
    O'Rourke,Ryan*MIN678360.63.05844.68-1.63-0.50.6-2.00.4
    Vizcaino,ArodysATL587750.53.77945.82-2.04-1.42.1-2.3-0.2
    Cole,A.J.WAS680860.54.15995.63-1.49-0.64.5-3.4-0.9
    Kela,KeoneTEX710160.53.62926.09-2.47-1.93.2-2.90.7
    Cole,GerritPIT659570.54.971094.420.55-0.419.6-15.8-0.7
    Reed,Cody*CIN1027190.54.411028.87-4.470.06.8-6.51.8
    Vogelsong,RyanPIT7460.54.751065.57-0.835.210.0-10.0-0.3
    Musgrove,JoeHOU704730.54.611054.060.55-0.89.5-7.3-2.0
    Warren,AdamCHN,NYA607590.54.331025.10-0.762.16.2-7.3-1.1
    Strahm,Matt*KCA1006120.53.01831.641.37-1.60.8-1.10.2
    Yates,KirbyNYA592390.53.94975.23-1.29-1.64.6-3.3-0.9
    Boyd,Matt*DET1020110.54.901084.720.18-2.516.7-10.83.2
    Layne,Tommy*BOS,NYA559350.54.03983.630.401.12.8-3.8-0.3
    Nuno,Vidal*SEA604880.54.251013.530.72-1.810.4-7.71.5
    Liberatore,Adam*LAN665650.53.99973.380.62-1.44.2-3.3-1.2
    Ramos,EdubrayPHI668590.53.92964.05-0.13-2.05.1-4.00.5
    Ross,JoeWAS704850.54.961093.691.28-0.318.6-14.3-2.2
    Barrett,JakeARI998230.54.271013.790.48-0.64.6-4.11.1
    Farmer,BuckDET1000670.53.61924.60-0.990.61.8-2.70.3
    Rea,ColinSDN,MIA698560.54.951095.52-0.574.415.8-14.8-0.1
    Hoyt,JamesHOU1016580.53.12854.91-1.79-1.40.7-1.0-0.5
    Jeffress,JeremyMIL,TEX500940.54.291012.641.651.07.1-8.6-0.1
    Strickland,HunterSFN575570.54.311013.101.22-0.78.3-7.8-1.4
    Peralta,JoelSEA,CHN409620.53.53916.26-2.72-1.84.2-2.90.8
    Cahill,TrevorCHN501990.54.411023.021.391.56.3-7.2-2.0
    Corbin,Patrick*ARI596260.55.051106.30-1.252.023.9-18.64.8
    Ryan,Kyle*DET678640.44.321013.400.921.35.8-8.00.6
    Severino,LuisNYA1010740.44.711066.08-1.37-1.010.4-8.1-0.1
    Floyd,GavinTOR315340.43.83954.06-0.24-0.82.5-2.6-0.9
    Ramirez,ErasmoTBA590120.44.601053.870.731.815.1-15.8-1.2
    Skaggs,Tyler*ANA610000.44.641054.170.47-1.36.6-4.81.2
    Goeddel,ErikNYN669990.43.99975.05-1.06-0.23.5-3.5-0.8
    Lugo,SethNYN700690.44.711062.672.042.78.3-9.3-2.1
    Smoker,Josh*NYN575500.42.77805.87-3.10-1.50.7-0.6-0.4
    Vargas,CesarSDN663790.44.401025.03-0.631.44.0-4.7-0.8
    Law,DerekSFN703590.44.371022.132.24-1.49.6-7.7-1.3
    Goody,NickNYA1001910.43.82954.66-0.83-1.32.8-2.2-0.2
    Jimenez,UbaldoBAL375120.45.111105.88-0.775.022.3-19.6-1.1
    Vargas,Jason*KCA455950.42.64782.250.39-0.40.3-1.10.5
    Rodriguez,FernandoOAK486570.44.171004.20-0.04-0.63.9-3.31.2
    Bradley,ArchieARI704310.45.131115.34-0.20-0.922.2-14.52.1
    Smith,ChrisOAK430100.43.71943.280.43-0.92.3-2.00.3
    Collmenter,JoshARI,ATL557340.44.391023.700.690.86.0-5.80.9
    Peavy,JakeSFN6380.35.071105.76-0.690.919.7-13.2-1.5
    Gant,JohnATL705520.34.591055.76-1.17-0.67.5-5.0-0.7
    Feldman,ScottHOU,TOR456220.34.711064.91-0.201.413.0-11.3-2.0
    Marinez,JhanTBA,MIL509460.34.491033.610.891.48.3-8.70.1
    Cervenka,Hunter*ATL,MIA599850.34.291013.950.350.62.6-3.20.2
    Flynn,Brian*KCA691690.34.461033.091.371.35.8-6.40.2
    Perez,Oliver*WAS6390.34.261014.95-0.69-0.52.5-2.7-0.3
    Morton,CharliePHI482580.33.70934.15-0.45-0.11.8-2.30.2
    Wisler,MattATL704970.35.171115.170.004.526.0-21.3-0.6
    Axford,JohnOAK555120.34.541044.110.430.78.8-8.71.8
    Gonzalez,SeverinoPHI691160.34.181005.60-1.42-1.35.0-3.70.6
    Moore,Matt*TBA,SFN574730.35.221124.221.00-0.726.8-18.9-3.0
    Asher,AlecPHI687430.34.401023.580.820.93.5-3.90.1
    Guerra,DeolisANA515740.34.481033.880.600.09.2-8.20.3
    Gamboa,EddieTBA578740.33.00832.030.980.20.5-1.7-0.1
    Hardy,Blaine*DET579480.33.95973.860.090.61.9-3.10.1
    Siegrist,Kevin*SLN586730.34.541042.921.62-2.47.5-4.0-0.6
    Campos,LeonelSDN693020.33.78946.55-2.77-0.21.1-1.50.1
    Zych,AnthonySEA703340.33.08853.95-0.87-0.90.7-0.70.3
    Fien,CaseyMIN,LAN502150.34.341025.49-1.15-0.65.7-4.7-0.5
    Socolovich,MiguelSLN521520.33.58922.001.58-0.31.3-1.50.0
    Pressly,RyanMIN585520.34.631054.060.57-1.68.7-7.51.3
    Barnes,JacobMIL698370.34.02983.040.98-1.12.9-2.3-0.1
    Howell,J.P.*LAN455410.34.501034.090.411.27.5-7.1-1.5
    Knebel,CoreyMIL706200.34.221005.51-1.29-1.14.3-2.90.0
    Papelbon,JonathanWAS455680.34.311014.63-0.320.04.2-3.9-0.6
    Gallardo,YovaniBAL475910.35.161115.64-0.487.615.3-15.40.1
    Bolsinger,MikeLAN658100.34.511046.83-2.320.32.6-2.3-1.3
    Morin,MikeANA999920.34.541045.01-0.47-1.110.4-7.40.6
    Wittgren,NickMIA1005910.34.521043.141.39-1.29.9-7.50.7
    Chafin,Andrew*ARI704360.33.96977.15-3.19-1.42.0-1.20.8
    Swarzak,AnthonyNYA467610.24.261015.52-1.25-1.15.0-3.1-0.2
    Scahill,RobPIT,MIL608790.24.341023.630.700.84.9-5.3-0.2
    Adleman,TimCIN659450.25.041104.130.911.311.3-9.41.8
    Treinen,BlakeWAS688040.24.641052.552.090.210.5-10.3-0.7
    Ottavino,AdamCOL514340.24.201003.001.20-2.34.2-2.20.3
    Klein,PhilTEX,PHI699240.24.08986.98-2.90-0.41.8-1.6-0.1
    Lopez,ReynaldoWAS1017280.24.751065.52-0.770.05.8-4.9-0.1
    Capuano,Chris*MIL166600.24.14994.120.01-0.22.6-2.4-0.3
    Wimmers,AlexMIN671530.23.82954.15-0.330.21.3-1.90.4
    Bailey,HomerCIN456120.24.531047.43-2.90-0.84.6-3.20.4
    Cashner,AndrewSDN,MIA581360.25.211125.66-0.454.020.0-15.40.3
    Whitley,ChaseTBA678910.23.74944.40-0.65-0.52.0-1.8-0.3
    Zastryzny,Rob*CHN1027960.23.84951.692.15-0.41.6-1.60.0
    Madson,RyanOAK315370.24.691063.760.94-0.39.0-7.51.9
    Hembree,HeathBOS670110.24.611054.060.55-0.36.9-5.70.5
    Purke,Matt*CHA707830.23.93976.00-2.070.51.0-1.90.3
    Bleier,Richard*NYA580750.24.201002.351.850.73.2-3.8-0.2
    Tonkin,MichaelMIN587500.24.731065.78-1.05-4.011.4-5.61.4
    Delgado,RandallARI571810.24.751064.680.071.08.9-8.01.9
    Coleman,LouisLAN592230.24.631055.06-0.431.43.4-3.4-1.8
    Cunniff,BrandonATL677360.24.01974.76-0.760.01.7-1.70.4
    Hart,Donnie*BAL1033910.24.08980.493.590.41.6-2.2-0.1
    Norris,BudATL,LAN500980.25.151115.34-0.192.017.4-14.1-1.7
    Hatcher,ChrisLAN510610.24.591055.75-1.160.04.8-3.9-1.5
    Brice,AustinMIA669400.23.87967.71-3.85-0.31.3-1.30.2
    Miranda,Ariel*BAL,SEA1064870.25.081104.340.730.19.4-6.70.1
    Street,HustonANA455880.24.321016.45-2.131.21.7-2.60.2
    Tepera,RyanTOR601070.24.16993.930.230.01.8-2.1-0.3
    Weaver,LukeSLN709130.24.941097.18-2.25-1.57.3-4.3-0.2
    Cobb,AlexTBA501670.24.721069.00-4.280.74.3-4.3-1.0
    Araujo,Elvis*PHI598740.24.461037.24-2.780.12.1-2.00.4
    Loup,Aaron*TOR606190.23.99975.02-1.03-0.21.3-1.4-0.2
    Leclerc,JoseTEX693770.24.06982.401.660.20.5-1.00.1
    Clevinger,MichaelCLE704370.25.011095.26-0.260.96.4-5.4-0.3
    Jepsen,KevinMIN,TBA455440.14.721066.34-1.622.25.0-5.20.3
    Ramirez,NoeBOS683200.14.05986.23-2.18-0.21.0-1.00.2
    Quackenbush,KevinSDN691540.14.771074.070.692.47.4-7.2-0.1
    Cotton,JharelOAK710100.14.931083.071.87-0.75.3-3.50.7
    Mahle,Greg*ANA1051570.14.331016.38-2.050.61.6-2.10.2
    Merritt,Ryan*CLE705580.14.12991.642.490.01.2-1.2-0.0
    Owens,Henry*BOS707650.14.851086.95-2.110.82.3-2.00.7
    Ellington,BrianMIA1014030.14.621052.731.89-0.12.9-2.70.0
    Ravin,JoshLAN501040.13.90960.932.97-0.40.4-0.1-0.3
    Kiekhefer,Dean*SLN658810.14.511045.32-0.810.52.4-2.40.1
    Heaney,Andrew*ANA998740.13.65936.00-2.35-0.20.7-0.7-0.0
    Ege,Cody*MIA,ANA1033600.14.10993.860.240.11.3-1.50.1
    Scribner,EvanSEA567590.14.261010.004.26-0.61.4-0.7-0.1
    Peacock,BradHOU570860.14.961094.260.700.03.8-3.1-0.9
    Scheppers,TannerTEX610610.13.91964.15-0.250.20.8-1.20.2
    Garner,PerciCLE669970.13.92965.79-1.86-0.30.9-0.8-0.3
    Barbato,JohnNYA685060.14.221007.62-3.40-0.31.1-0.9-0.2
    Cabrera,MauricioATL697470.14.721063.291.441.14.5-4.80.2
    Meyer,AlexMIN,ANA707600.14.981095.68-0.710.02.8-2.60.3
    Stephenson,RobertCIN707620.15.091106.32-1.231.33.2-3.00.7
    Holder,JonathanNYA1048030.13.86965.40-1.540.20.6-0.90.0
    Nathan,JoeCHN,SFN4610.13.63920.003.63-0.20.5-0.6-0.2
    Motte,JasonCOL483140.14.601055.70-1.10-0.53.7-2.60.4
    Sturdevant,TylerTBA605370.14.491033.930.570.32.4-2.3-0.4
    Garcia,YimiLAN661740.13.95973.240.710.21.3-1.6-0.1
    Ynoa,MichaelCHA666780.14.691063.301.390.13.5-3.20.6
    Saupold,WarwickDET1002110.14.04987.45-3.41-0.11.4-1.5-0.1
    Wagner,TylerARI1005840.14.13992.701.43-0.21.0-0.90.3
    Gott,TrevorWAS1026010.13.53911.502.030.10.4-0.8-0.0
    Mengden,DanielOAK1053840.15.241126.75-1.510.212.8-8.90.7
    Glover,KodaWAS1060490.14.551045.49-0.940.32.5-2.2-0.1
    Belisle,MattWAS313380.14.801072.542.250.67.9-7.1-0.6
    Moylan,PeterKCA496140.14.801073.830.971.26.7-6.50.7
    Hughes,JaredPIT519270.14.841073.641.203.56.2-8.3-0.2
    Ross,TysonSDN586170.13.829513.50-9.680.00.5-0.6-0.0
    Edgin,Josh*NYN666390.14.181005.23-1.04-0.10.9-0.8-0.3
    Montero,RafaelNYN696370.14.781078.05-3.280.82.2-2.2-0.7
    Floro,DylanTBA998570.14.451034.80-0.350.02.5-2.2-0.1
    Kuhl,ChadPIT1026390.15.251124.330.921.513.1-10.2-0.2
    Hernandez,DavidPHI478040.14.881083.841.04-3.010.0-5.60.9
    Cotham,CalebCIN596280.14.681067.77-3.090.52.8-2.60.4
    Pounders,BrooksKCA606520.14.431039.24-4.81-0.31.8-1.40.0
    Pena,FelixCHN662340.14.241004.000.24-0.40.9-0.5-0.3
    Green,ChadNYA685650.15.131115.120.01-2.08.5-4.8-0.2
    Okert,Steven*SFN689330.14.441033.211.23-0.31.8-1.50.1
    Fulmer,CarsonCHA706110.14.381028.49-4.100.10.4-0.40.2
    Lohse,KyleTEX14900.14.7310612.54-7.810.62.1-2.10.1
    Hernandez,RobertoATL335480.14.641058.00-3.360.11.5-1.30.3
    Phillips,Zach*PIT486440.14.04982.701.340.00.6-0.60.1
    Huff,David*ANA519660.14.2310016.88-12.640.10.7-0.80.1
    Medlen,KrisKCA523440.15.101109.25-4.151.93.1-3.50.4
    Chamberlain,JobaCLE557070.14.641052.701.940.01.4-1.00.1
    Ynoa,GabrielNYN674510.14.861086.38-1.530.62.5-2.5-0.3
    Maness,SethSLN689200.14.781073.980.811.85.2-5.8-0.3
    Scott,Robby*BOS703760.13.97970.003.970.00.5-0.6-0.0
    Dunn,Mike*MIA472960.14.851083.401.45-0.75.8-3.70.8
    Reynolds,Matt*SFN566220.14.14997.50-3.360.30.3-0.6-0.2
    Drake,OliverBAL578060.14.681065.50-0.82-0.52.8-2.10.1
    Wieland,JoeSEA581780.14.2810110.80-6.520.00.8-0.9-0.1
    Burgos,EnriqueARI598900.14.851085.88-1.03-1.05.1-3.00.8
    Minaya,JuanCHA603170.14.431035.23-0.800.40.7-1.00.0
    Gustave,JandelHOU676870.14.641053.521.12-0.52.5-1.6-0.2
    Glasnow,TylerPIT707950.15.021095.010.000.12.0-1.60.4
    Coke,Phil*NYA,PIT458320.14.561044.500.060.60.6-1.1-0.0
    Delabar,SteveCIN459130.14.421036.75-2.330.20.5-0.60.1
    Harrell,LucasATL,TEX478360.15.271124.600.672.36.3-5.20.9
    Buschmann,MattARI511380.13.95972.081.870.00.3-0.30.0
    Ryu,Hyun-jin*LAN607870.14.3910211.57-7.180.10.7-0.70.0
    Barnes,DannyTOR669280.14.661053.950.71-0.22.1-1.6-0.2
    Buchanan,JakeCHN677240.14.601051.503.100.10.7-0.6-0.3
    Esch,JakeMIA704410.15.011095.54-0.530.31.6-1.30.5
    Dermody,Matthew*TOR710240.13.408912.00-8.60-0.10.2-0.20.1
    Smith,JacobSDN713460.13.89964.50-0.610.00.5-0.60.1
    Mills,AlecKCA1005550.13.649313.50-9.860.0-0.10.0-0.1
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