Showing posts with label Baseball Simulation. Show all posts
Showing posts with label Baseball Simulation. Show all posts

Saturday, May 14, 2011

May 14th Simulations



Dodgers Look To Tomahawk Diamondbacks Rookie Pitcher ...


Visitors Home Probable Pitching Matchup Favorite Vegas Win Prob Simulator Win Prob Final Score
DBacks Dodgers J.Collmenter vs C.Billingsley Dodgers 57.36% 61.11% ARI 1-0
Pirates Brewers J.Karstens vs C.Narveson Brewers 59.60% 64.86% MIL 8-2
White Sox Athletics G.Floyd vs T.Ross Athletics 51.10% 57.89% OAK 6-2
Marlins Nationals A.Sanchez vs L.Hernandez Marlins 53.81% 52.58% FLA 1-0
Royals Tigers J.Francis vs B.Penny Tigers 57.17% 58.81% DET 3-0
Mets Astros R.Dickey vs J.Happ Mets 51.81% 51.00% HOU 7-3
Cardinals Reds K.McClellan vs J.Cueto Reds 54.65% 54.67% CIN 7-3
Blue Jays Twins J.Reyes vs N.Blackburn Twins 51.81% 49.64% TOR 9-3
Phillies Braves J.Blanton vs J.Jurrjens Braves 60.24% 52.17% ATL 5-3
Mariners Indians E.Bedard vs A.White Indians 55.85% 55.46% Ppd.
Giants Cubs R.Vogelsong vs D.Davis Giants 50.62% 51.40% SF 3-0
Angels Rangers D.Haren vs D.Holland Rangers 51.34% 50.68% LAA 3-2
Orioles Rays B.Bergesen vs W.Davis Rays 59.27% 52.10% BAL 6-0
Red Sox Yankees J.Beckett vs C.Sabathia Yankees 55.26% 63.18% BOS 6-0
Padres Rockies A.Harang vs J.Chacin Rockies 62.62% 63.71% SD 9-7


Interesting story about Diamondbacks rookie starting pitcher Josh Collmenter.
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Wednesday, April 27, 2011

April 28th Simulations



Dodger Ownership Rests In Peace ...


Visitors Home Probable Pitching Matchup Favorite Vegas Win Prob Simulator Win Prob Final Score
Rays Twins J.Hellickson vs N.Blackburn Twins 52.38% 54.02% TB 15-3
Rays Twins J.Niemann vs A.Swarzak Rays 52.38% 45.62% TB 6-1
Blue Jays Rangers B.Morrow vs A.Ogando Rangers 60.00% 59.43% TOR 5-2
Cardinals Astros K.McClellan vs N.Figueroa Cardinals 57.26% 58.88% STL 11-7
Royals Indians K.Davies vs F.Carmona Indians 60.78% 55.58% CLE 8-2
White Sox Yankees E.Jackson vs C.Sabathia Yankees 66.10% 68.46% NYA 12-3
Red Sox Orioles J.Lester vs B.Bergesen Red Sox 63.77% 60.71% BOS 6-2
Giants Pirates R.Vogelsong vs J.Karstens Pirates 51.92% 51.05% SF 5-2
Mariners Tigers M.Pineda vs B.Penny Tigers 53.27% 54.50% SEA 7-2
Cubs DBacks R.Dempster vs B.Enright Cubs 52.15% 47.94% ARI 11-2
Mets Nationals C.Capuano vs L.Hernandez Nationals 51.46% 58.22% WAS 4-3


Seasonal ROI: -1.06%

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Tuesday, April 26, 2011

April 27th Simulations



Pitching Wins Championships, Shitty Defense Loses Games ...


Visitors Home Probable Pitching Matchup Favorite Vegas Win Prob Simulator Win Prob Final Score
Dodgers Marlins C.Billingsley vs A.Sanchez Marlins 53.92% 57.76% LAN 5-4
Blue Jays Rangers J.Reyes vs D.Holland Rangers 63.24% 63.01% TEX 7-6
Mets Nationals R.Dickey vs T.Gorzelanny Nationals 51.92% 48.29% NYN 6-3
Mariners Tigers E.Bedard vs J.Verlander Tigers 66.10% 63.60% SEA 10-1
Rays Twins J.Niemann vs F.Liriano Twins 56.90% 59.46% TB 8-2
Braves Padres T.Hanson vs M.Latos Braves 50.98% 48.79% ATL 7-0
Cardinals Astros K.Lohse vs J.Happ Cardinals 56.71% 64.05% STL 6-5
Athletics Angels T.Ross vs D.Haren Angels 62.12% 59.64% OAK 2-1
Reds Brewers S.LeCure vs Y.Gallardo Brewers 59.51% 57.02% CIN 7-6
Red Sox Orioles J.Beckett vs J.Guthrie Red Sox 59.68% 50.95% BAL 5-4
Giants Pirates M.Bumgarner vs J.McDonald Giants 54.75% 54.04% PIT 2-0
Rockies Cubs J.Chacin vs C.Coleman Rockies 57.45% 56.62% Ppd.
White Sox Yankees M.Buehrle vs B.Colon Yankees 59.68% 59.40% NYA 3-1
Phillies DBacks C.Hamels vs J.Saunders Phillies 60.16% 59.23% PHI 8-4
Royals Indians J.Francis vs J.Tomlin Indians 57.26% 55.32% CLE 7-2


Seasonal ROI: -2.10%

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Monday, April 25, 2011

April 26th Simulations



Hook, Line and Sinker Ball ...


Visitors Home Probable Pitching Matchup Favorite Vegas Win Prob Simulator Win Prob Final Score
Dodgers Marlins C.Kershaw vs C.Volstad Dodgers 57.08% 51.13% FLA 4-2
Rockies Cubs J.delaRosa vs J.Russell Rockies 57.63% 52.85% COL 4-3
Braves Padres J.Jurrjens vs A.Harang Braves 52.38% 40.41% ATL 8-2
Rays Twins W.Davis vs F.Liriano Twins 56.71% 56.84% Ppd.
Royals Indians L.Hochevar vs J.Masterson Indians 59.84% 63.99% CLE 9-4
Phillies DBacks R.Oswalt vs D.Hudson Phillies 54.55% 51.95% ARI 7-5
Mets Nationals C.Young vs J.Zimmerman Nationals 53.70% 56.06% NYN 6-4
Athletics Angels B.McCarthy vs T.Chatwood Athletics 53.92% 57.70% LAA 8-3
White Sox Yankees G.Floyd vs I.Nova Yankees 55.56% 62.48% CHA 3-2
Mariners Tigers F.Hernandez vs P.Coke Mariners 53.05% 51.86% SEA 7-3
Cardinals Astros J.Garcia vs B.Norris Cardinals 56.33% 61.14% HOU 6-5
Red Sox Orioles C.Buchholz vs Z.Britton Orioles 55.75% 42.48% BAL 4-1
Giants Pirates M.Cain vs C.Morton Giants 57.08% 57.46% SF 3-2
Reds Brewers M.Leake vs M.Estrada Brewers 52.83% 44.46% MIL 3-2
Blue Jays Rangers J.Litsch vs M.Harrison Rangers 62.41% 60.01% TOR 10-3


Seasonal ROI: -0.08%

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Sunday, April 24, 2011

April 25th Simulations



Dodgers Look To Reel In For Real Marlins ...




Visitors Home Probable Pitching Matchup Favorite Vegas Win Prob Simulator Win Prob Final Score
Dodgers Marlins J.Garland vs R.Nolasco Marlins 57.63% 61.42% FLA 5-4
White Sox Yankees P.Humber vs I.Nova Yankees 65.03% 67.87% CHA 2-0
Braves Padres D.Lowe vs D.Moseley Braves 55.16% 50.82% SD 5-3
Blue Jays Rangers K.Drabek vs C.Lewis Rangers 59.02% 58.42% TOR 6-4
Athletics Angels G.Gonzalez vs J.Weaver Angels 59.35% 57.45% LAA 5-0
Reds Brewers B.Arroyo vs C.Narveson Brewers 54.55% 51.14% CIN 9-5
Phillies DBacks C.Lee vs I.Kennedy Phillies 59.68% 58.31% ARI 4-0
Rockies Cubs E.Rogers vs M.Garza Cubs 55.56% 57.37% COL 5-3
Nationals Pirates J.Lannan vs P.Maholm Pirates 53.70% 54.02% PIT 4-2


Below are the results from the simulation of Monday's Dodgers/Marlins game. Keep in mind it is nearly impossible to correctly project out the exact lineups this far out in advance, but they should hopefully be pretty close.

Dodgers Hitting Results
NameABHitsH1H2H3HRRBIBBSOwOBABABIP
Jamey Carroll4.41.250.8260.3010.0460.0760.2890.2610.8960.3270.342
Casey Blake4.281.1690.6950.3140.020.1390.4180.2481.0540.3310.334
Andre Ethier4.1571.2210.7150.3130.0120.1810.5270.3650.940.3680.343
Matt Kemp4.0941.190.7430.2460.0180.1830.5860.2821.0780.3570.356
Juan Uribe4.0631.0620.620.280.0260.1350.5140.2170.8850.3190.305
James Loney3.9241.130.6910.3040.0160.1190.4730.2870.7270.3470.329
Jerry Sands3.8320.9850.6620.190.0070.1270.4390.2180.9730.3080.314
Rod Barajas3.6530.8150.5140.1840.0060.110.3640.2991.0590.2860.284
Pitchers Spot3.720.460.3660.0770.0030.0140.130.1181.8420.1410.239


Dodgers Pitching Results
NameIPSOBBHitsHRPCFIP
Jon Garland5.653.9432.1736.8070.64793.5014.447
Johnathan Broxton0.3930.4680.1540.3580.0356.4673.156
Matt Guerrier0.4340.3250.1220.4890.0366.8783.635
Mike MacDougal0.7140.5440.3140.7980.06311.8854.146
Blake Hawksworth0.4020.2980.1830.480.0576.8114.925
Vicente Padilla0.6910.6060.2480.7830.08411.3884.107
Kenley Jansen0.3340.4030.1610.3240.045.7173.803
Lance Cormier0.0180.0110.010.0220.0020.3145.1


Seasonal ROI: -0.01%

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Saturday, April 23, 2011

April 24th Simulations



Dodgers Dogs In Rubber Game ...





Visitors Home Probable Pitching Matchup Favorite Vegas Win Prob Simulator Win Prob Final Score
Dodgers Cubs H.Kuroda vs C.Zambrano Cubs 54.55% 59.94% LAN 7-3
White Sox Tigers J.Danks vs M.Scherzer Tigers 54.55% 56.79% DET 3-0
Rockies Marlins U.Jimenez vs J.Johnson Marlins 57.63% 55.88% FLA 6-3
DBacks Mets A.Galarraga vs J.Niese Mets 57.98% 63.88% NYN 8-4
Red Sox Angels J.Lackey vs M.Palmer Red Sox 57.26% 58.82% BOS 7-0
Nationals Pirates J.Marquis vs K.Correia Pirates 55.56% 52.88% WAS 6-3
Royals Rangers B.Chen vs C.Wilson Rangers 67.21% 72.70% TEX 8-7
Reds Cardinals S.LeCure vs J.Westbrook Cardinals 52.61% 53.04% STL 3-0
Astros Brewers W.Rodriguez vs R.Wolf Brewers 59.51% 51.21% MIL 4-1
Rays Blue Jays J.Shields vs R.Romero Blue Jays 56.52% 58.49% TB 2-0
Phillies Padres R.Halladay vs W.LeBlanc Phillies 65.28% 56.42% PHI 3-1
Indians Twins C.Carrasco vs C.Pavano Twins 54.55% 55.15% MIN 4-3
Athletics Mariners B.Anderson vs D.Fister Athletics 55.56% 53.99% OAK 5-2
Braves Giants B.Beachy vs J.Sanchez Giants 55.95% 65.58% ATL 9-6
Yankees Orioles F.Garcia vs C.Tillman Yankees 54.34% 50.70% NYA 6-3


Seasonal ROI: 0.01%

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Friday, April 22, 2011

April 23rd Simulations



Lilly Longs For Lull In Longball ...





Visitors Home Probable Pitching Matchup Favorite Vegas Win Prob Simulator Win Prob Final Score
Dodgers Cubs T.Lilly vs R.Dempster Cubs 54.55% 60.04% CHN 10-8
Rays Blue Jays D.Price vs B.Morrow Rays 53.49% 51.76% TB 6-4
Yankees Orioles C.Sabathia vs B.Bergesen Yankees 63.24% 63.57% NYA 15-3
Phillies Padres J.Blanton vs T.Stauffer Padres 50.00% 55.15% PHI 4-2
Indians Twins F.Carmona vs B.Duensing Twins 54.95% 57.60% MIN 10-3
Red Sox Angels D.Matsuzaka vs E.Santana Angels 52.15% 49.58% LAA 5-0
Braves Giants T.Hudson vs T.Lincecum Giants 60.00% 64.95% ATL 5-2
Royals Rangers K.Davies vs A.Ogando Rangers 66.44% 62.20% TEX 3-1
Rockies Marlins J.Hammel vs J.Vazquez Rockies 50.74% 57.72% COL 3-1
White Sox Tigers E.Jackson vs B.Penny White Sox 51.46 48.86% DET 9-0
Athletics Mariners T.Cahill vs J.Vargas Athletics 53.27% 48.88% OAK 9-1
DBacks Mets B.Enright vs D.Gee Mets 55.16% 59.75% NYN 6-4
Astros Brewers B.Myers vs S.Marcum Brewers 61.24% 58.17% HOU 9-6
Nationals Pirates L.Hernandez vs J.Karstens Pirates 53.27% 47.71% PIT 7-2
Reds Cardinals T.Wood vs C.Carpenter Cardinals 59.84% 53.94% CIN 5-3
Seasonal ROI: 0.00%

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Wednesday, April 20, 2011

April 21st Simulations



This Bud's For Selig ...



Visitors Home Probable Pitching Matchup Favorite Vegas Win Prob Simulator Win Prob Final Score
Braves Dodgers J.Jurrjens vs C.Kershaw Dodgers 56.33% 58.87% LAN 5-3
Twins Orioles S.Baker vs J.Guthrie Orioles 56.52% 63.85% MIN 3-1
Nationals Cardinals T.Gorzelanny vs K.Lohse Cardinals 61.54% 63.60% STL 5-0
Diamondbacks Reds D.Hudson vs M.Leake Reds 55.16% 58.29% CIN 7-4
Athletics Mariners B.McCarthy vs F.Hernandez Mariners 58.16% 55.17% SEA 1-0
Red Sox Angels J.Beckett vs T.Chatwood Red Sox 61.09% 60.21% BOS 4-2
Indians Royals J.Tomlin vs S.O'Sullivan Indians 51.69% 49.69% KC 3-2
Pirates Marlins J.McDonald vs C.Volstad Marlins 55.56% 53.35% FLA 9-5
Phillies Padres R.Oswalt vs M.Latos Phillies 51.98% 48.66% PHI 3-0
White Sox Rays G.Floyd vs J.Niemann White Sox 50.74% 54.47% CHA 9-2
Astros Mets J.Happ vs C.Capuano Mets 55.56% 60.17% NYN 9-1


Seasonal ROI: 0.91%

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Monday, April 18, 2011

April 19th Simulations



Dodgers Undefeated With Jerry Sands ...



Visitors Home Probable Pitching Matchup Favorite Vegas Win Prob Simulator Win Prob Final Score
Braves Dodgers B.Beachy vs H.Kuroda Dodgers 52.61% 55.62% ATL 10-1
Indians Royals Jeanmar Gomez vs Bruce Chen Royals 53.27% 52.54% KC 5-4
Yankees Blue Jays A.J. Burnett vs Kyle Drabek Yankees 50.98% 54.11% TOR 6-5
Diamondbacks Reds Armando Galarraga vs Sam LeCure Reds 60.00% 65.87% ARI 5-4
Red Sox Athletics John Lackey vs Brett Anderson Athletics 53.05% 62.65% OAK 5-0
Tigers Mariners Phil Coke vs Doug Fister Tigers 51.69% 45.32% SEA 13-3
Nationals Cardinals John Lannan vs Jake Westbrook Cardinals 59.68% 53.82% Ppd.
Padres Cubs Dustin Moseley vs James Russell Cubs 53.05% 55.02% Ppd.
Giants Rockies Jonathan Sanchez vs Ubaldo Jimenez Rockies 59.68% 54.06% SF 6-3
Twins Orioles Carl Pavano vs Jake Arrieta Orioles 50.74% 60.91% BAL 11-0
Astros Mets Wandy Rodriguez vs John Niese Mets 55.56% 55.68% HOU 6-1
Brewers Phillies Randy Wolf vs Roy Halladay Phillies 67.21% 68.07% MIL 9-0
Pirates Marlins Paul Maholm vs Josh Johnson Marlins 65.16% 61.96% FLA 6-0
Angels Rangers Matt Palmer vs Colby Lewis Rangers 63.37% 64.88% LAA 15-4
White Sox Rays John Danks vs James Shields White Sox 51.22% 49.95% TB 2-1


Seasonal ROI: 0.23%

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Sunday, April 17, 2011

Jerry Sands Major League Debut Game



April 18th Simulations ...



Visitors Home Probable Pitching Matchup Favorite Vegas Win Prob Simulator Win Prob Final Score
Braves Dodgers T.Hudson vs T.Lilly Braves 55.56% 50.50% LAN 4-2
Skinny: Expect a lot of ugly effectiveness from Tim Hudson who pounds the strike zone and gets a ton of ground balls. The Dodgers will need some BABIP luck to beat Hudson. The Braves meanwhile will be looking to blast one of the many fly balls that Ted Lilly serves up into the outfield bleachers.
Giants Rockies T.Lincecum vs E.Rogers Giants 55.75% 49.60% SF 8-1
Padres Cubs T.Stauffer vs C.Zambrano Cubs 58.33% 52.50% CHN 1-0
Angels Rangers E.Santana vs C.Wilson Rangers 59.02% 65.02% TEX 7-1


Seasonal ROI: 0.80%

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Try Now We Can Only Lose



April 17th Simulations ...



Visitors Home Probable Pitching Matchup Favorite Vegas Win Prob Simulator Win Prob Final Score
Cardinals Dodgers C.Carpenter vs C.Billingsley Cardinals 55.16% 50.09% LAN 2-1


Interesting simulation tidbits:
Most HRs in game: STL:Pujols, LAN:Ethier
Most triples in game: STL:Rasmus, LAN:Carroll
Most doubles in game: STL:Rasmus, LAN:Blake
Most hits in game: STL:Pujols, LAN:Ethier
Strikeouts/Walks C.Carpenter: 5.3/1.5
Strikeouts/Walks C.Billingsley: 6.1/1.9


Seasonal ROI: Less Than 0%

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Sunday, April 03, 2011

April 4th Baseball Simulations



April 4th Simulations ...



Visitors Home Probable Pitching Matchup Favorite Vegas Win Prob Simulator Win Prob Final Score
Tigers Orioles R.Porcello vs J.Arrieta Orioles 55.16% 57.00% BAL 5-1
Braves Brewers B.Beachy vs C.Narveson Brewers 50.00% 53.21% ATL 2-1
Twins Yankees S.Baker vs I.Nova Yankees 59.35% 59.21% NYA 4-3
Mariners Rangers E.Bedard vs D.Holland Rangers 60.63% 58.91% TEX 6-4
Pirates Cardinals C.Morton vs K.Lohse Cardinals 59.84% 60.58% PIT 4-3


Seasonal ROI: 33.39%

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Friday, February 25, 2011

Angels vs Royals, Opening Day Simulation


Now let's look ahead for the Angels. It is March 31st, opening day and the Angels are on the road playing the Kansas City Royals. The opening day starters are likely to be Jered Weaver vs Luke Hochevar. Lineups and depth charts are taken from MLBDepthCharts.com and I know that some players (K.Morales) may not be ready by opening day. I ran the likely lineups through my baseball simulator for 100K games. Below are a detailed look at the results for us baseball starved fans.

PlayerPos PlayerPos
AngelsRoyals
Maicer Izturis3B Melky CabreraCF
Bobby AbreuDH Mike Aviles3B
Torii HunterRF Billy ButlerDH
Kendry Morales1B Kila Kaaihue1B
Vernon WellsLF Alex GordonLF
Howie Kendrick2B Jeff FrancoeurRF
Erick AybarSS Brayan PenaC
Jeff MathisC Chris Getz2B
Peter BourjosCF Alcides EscobarSS


... And now the results!

AwayHome  FavoriteWin ProbOver/Under
LAAKCJered WeaverLuke HochevarLAA59.07%8.55


No surprise as it looks like the Angels will be a solid favorite on the road in the season opener, but of course anything can happen.

Here is the hitters boxscore(s)
NameABHitsH1H2H3HRRBIBBSOwOBABABIP
Maicer Izturis4.5331.3290.7810.4120.0330.1020.4780.3630.7040.3530.329
Bobby Abreu4.2311.2640.7550.3290.0240.1560.5470.5920.9280.3850.352
Torii Hunter4.3431.2460.7750.3030.0070.160.6060.3590.8260.3520.323
Kendry Morales4.2081.2650.7510.3380.0170.1590.6570.3860.6810.3720.328
Vernon Wells4.1821.2020.680.3190.0250.1780.680.3040.6820.3590.308
Howie Kendrick4.1581.3110.8040.3730.0510.0820.5320.2140.70.3620.364
Erick Aybar4.0041.150.7610.2590.0790.0520.4460.2620.6370.3330.331
Jeff Mathis3.8890.9090.5840.2380.0150.0720.4170.2680.8250.2830.28
Peter Bourjos3.8661.0230.6470.2560.0610.060.4140.1850.7260.3070.313
            
Melky Cabrera4.2631.140.6980.3270.0570.0590.3580.3050.7560.3190.314
Mike Aviles4.2371.2440.8310.2970.0210.0950.4350.210.7270.3340.336
Billy Butler4.0491.1770.7160.3320.0040.1260.5050.330.7640.3530.333
Kila Kaaihue3.9630.9990.6780.2090.0140.0980.4290.3590.9170.310.306
Alex Gordon3.8061.0020.6270.2370.0140.1240.4720.4130.9280.3370.319
Jeff Francoeur3.8241.0170.6720.220.0150.110.4370.230.8250.3160.314
Brayan Pena3.6760.9070.650.2230.0050.0280.2880.2680.8220.2830.311
Chris Getz3.6070.9320.5970.2360.0480.0520.3470.2670.6930.3090.308
Alcides Escobar3.5490.9050.6160.1980.0530.0380.3230.1810.6810.2910.306


And the pitchers boxscore
NameIPSOBBHitsHRPCFIP
Jered Weaver6.3965.2741.6526.7380.54599.8643.434
Fernando Rodney0.4810.360.1810.490.037.6913.657
Scott Downs0.4040.2880.1040.4260.0256.2313.353
Kevin Jepsen0.6020.4840.2520.6140.0339.8123.565
Jordan Walden0.2970.2490.1290.310.0284.9014.058
Hisanori Takahashi0.4330.3160.1590.4770.0437.0034.141
Rich Thompson0.2160.1340.0790.2510.0233.4964.47
Bobby Cassevah0.0160.0080.0070.0180.0010.2614.256
        
Luke Hochevar5.94.0971.7557.0140.69694.6484.238
Joakim Soria0.390.4180.0730.3570.0235.9292.372
Blake Wood0.4510.3220.1440.5230.0517.2594.202
Robison Tejeda0.7590.6750.2720.8060.06912.3413.673
Tim Collins0.4530.3210.190.5340.0537.5474.568
Jeremy Jeffress0.9140.6410.3851.0530.0815.1434.203
Jesse Chavez0.3320.2320.1120.4050.0495.4354.749
Kanekoa Texeira0.0050.0030.0020.00600.0873.739


Friday, February 18, 2011

Giants vs Dodgers, Opening Day Simulated Preview


The 2011 season begins for the Dodgers on March 31st at home in a game against the defending champions the San Francisco Giants. The starters for the game have already been announced. The Giants will start their long haired hippy, Tim Lincecum - while the Dodgers will counter with their clean cut and wholesome ace Clayton Kershaw, in what will be a classic matchup of Evil vs Good. I have gone ahead and simulated this game, making a guess at the starting lineups 100K times. Below are the lineups used and the results.

PlayerPos PlayerPos
Giants  Dodgers 
Andres TorresCF Rafael FurcalSS
Freddy Sanchez2B Andre EthierRF
Aubrey Huff1B Matt KempCF
Buster PoseyC James Loney1B
Pat BurrellLF Juan Uribe2B
Miguel TejadaSS Jay GibbonsLF
Cody RossRF Casey Blake3B
Pablo Sandoval3B Rod BarajasC
Tim LincecumSP Clayton KershawSP


... And now the results

AwayHome  FavoriteWin ProbOver/Under
SFLANTim LincecumClayton KershawLAN53.9725.81217


So we see that the Dodgers will likely be a slight favorite to win on opening day, but a win probability of just under 54% is pretty much a toss up game.

Here is the hitters boxscore
NameABHitsH1H2H3HRRBIBBSOwOBABABIP
Andres Torres4.271.0060.5760.3170.0250.0880.2820.3371.2870.2960.317
Freddy Sanchez4.2181.160.7720.3090.010.0690.3010.2811.0020.3180.347
Aubrey Huff4.0651.0280.6960.20.0120.120.3770.3780.9570.3150.304
Buster Posey4.0540.9970.6940.2360.0040.0630.3440.3041.0430.290.317
Pat Burrell3.8240.8810.5250.2260.0020.1280.4270.4331.290.3090.313
Miguel Tejada3.9411.0250.7130.2410.0060.0660.3480.1970.7050.2950.303
Cody Ross3.7380.8620.5570.2060.0050.0950.3460.2881.1650.2870.31
Pablo Sandoval3.4670.7180.4650.180.0060.0670.2890.4221.3750.2790.321
Tim Lincecum3.6570.3350.2650.0590.0010.0090.10.1472.2010.1150.225
            
Rafael Furcal4.0431.0250.6520.2640.0370.0720.240.3470.8670.310.307
Andre Ethier3.870.9710.5680.2490.0110.1440.3760.4481.0210.3330.306
Matt Kemp3.950.9470.6050.2020.030.110.370.2721.2050.2970.318
James Loney3.7840.9690.60.270.0150.0830.3810.3950.780.3220.303
Juan Uribe3.7710.8920.5440.2120.0190.1170.4210.2490.8620.2960.278
Jay Gibbons3.5780.8160.4730.20.0070.1370.40.3630.8380.3080.261
Casey Blake3.5080.8080.5040.2060.0090.0890.3250.2571.0310.2870.301
Rod Barajas3.4190.7450.4780.1760.0050.0860.3070.2240.8110.2710.261
Clayton Kershaw3.4240.3460.2790.0550.0020.010.0910.1251.8570.1220.216


Pitchers Boxscore
NameIPSOBBHitsHRPCFIP
Tim Lincecum6.4887.0571.8895.410.621100.5443.143
Brian Wilson0.4740.5820.1240.3380.0297.22.319
Sergio Romo0.4390.4850.1010.3590.0416.6512.891
Ramon Ramirez0.6250.4520.2120.6090.0669.7514.147
Santiago Casilla0.2880.2640.1160.2430.0234.5573.606
Chris Ray0.380.2760.1590.3760.0476.1044.59
Guillermo Mota0.1850.1440.0710.1750.0192.9284.167
Denny Bautista0.0130.0130.0070.010.0020.2084.38
        
Clayton Kershaw6.5247.6021.9395.6440.469102.812.696
Johnathan Broxton0.4820.720.1550.3180.0317.5932.021
HongZhi Kuo0.5080.6870.1320.3750.0237.851.854
Kenley Jansen0.7320.9590.2450.5550.04211.6022.339
Matt Guerrier0.3450.2790.0980.3480.0385.3753.875
Vicente Padilla0.6210.6220.1590.6020.0779.6953.567
Ron Mahay0.1610.150.0540.1620.0222.5874.131
Blake Hawksworth0.0070.0070.0020.0070.0010.1183.974


Monday, February 14, 2011

AL Zero to Three VS NL Zero to Three


In case you haven't been following the series over at FanGraphs, Jonah Keri has put together an AL and NL All-Star team from players with less than three years of major league service, who are making at or near league minimum. The NL Zero to Three team was posted first, followed by the AL Zero to Three team. I volunteered to run a simulation between the two rosters to see which was the stronger team.

Here are the results...

AwayHomeAway SPHome SPFavoriteWin Probability
NLALClayton KershawClay BuccholzAL50.509
ALNLClay BuchholzClayton KershawNL61.487
NLALTommy HansonJustin MastersonAL52.045
ALNLJustin MastersonTommy HansonNL58.186
NLALMat LatosKyle DrabekNL57.194
ALNLKyle DrabekMat LatosNL67.676
NLALTravis WoodGio GonzalezAL53.619
ALNLGio GonzalezTravis WoodNL55.999
NLALJaime GarciaDoug FisterAL52.062
ALNLDoug FisterJaime GarciaNL57.789


As expected the NL team dominates this simulation. Their average win probability over the 10 games is 55.01%. If you put that in per 162 games, the NL team would win 89.12 games.

Saturday, February 12, 2011

Minor League Contract Team vs NL Zero to Three Team


In my next series in pitting "theme" teams against one another comes a series of games between the "All Minor League Contract" team and the "NL Zero to Three" team. As you can probably figure out the MiLB Contract team is made up of the best players signed to minor league contracts in 2011. The NL 0-3 team is made up of the best NL players with less than or equal to three years of experience while making close to league minimum. These two themes were created at FanGraphs recently. The MiLB Contract team was created by Dave Cameron in a blog entry here. The NL 0-3 team was created by Jonah Keri and can be found here. Obviously the NL 0-3 team will dominate such a matchup. This is a warmup to the NL 0-3 vs AL 0-3 coming next week. Rosters and results are below.

Lineups
MiLB Contract NL Zero to Three
Pos Name Org Name Pos Org
CF Lastings Milledge CHA CF Andrew McCutchen PIT
LF Laynce Nix WAS LF Logan Morrison FLA
RF Jeremy Hermida CIN RF Jayson Heyward ATL
3B Felipe Lopez TB C Buster Posey SF
1B Casey Kotchman TB 1B Ike Davis NYN
C Gregg Zaun SD 3B Pedro Alvarez PIT
2B Adam Kennedy SEA 2B Neil Walker PIT
SS Adam Everett CLE SS Starlin Castro CHN
SP Pitchers Spot NA SP Pitchers Spot NA

Now let's take a look at the starting rotations...
MiLB Contracts NL Zero to Three
  Name Organization   Name Organization
#1 Freddy Garcia NYY vs Clayton Kershaw LAN
#2 Micah Owings ARI vs Tommy Hanson ATL
#3 J.D. Martin WAS vs Mat Latos SD
#4 Jeff Suppan SF vs Travis Wood CIN
#5 Rodrigo Lopez ATL vs Jaime Garcia STL


Next up... the results

Results
Away Away SP Home Home SP Favorite Win Prob Total Runs
MiLB Contracts Freddy Garcia NL Zero to Three Clayton Kershaw NL Zero to Three 72.75% 7.34
NL Zero to Three Clayton Kershaw MiLB Contracts Freddy Garcia NL Zero to Three 63.34% 7.48
MiLB Contracts Micah Owings NL Zero to Three Tommy Hanson NL Zero to Three 71.54% 7.83
NL Zero to Three Tommy Hanson MiLB Contracts Micah Owings NL Zero to Three 62.99% 7.92
MiLB Contracts J.D. Martin NL Zero to Three Mat Latos NL Zero to Three 73.20% 7.65
NL Zero to Three Mat Latos MiLB Contracts J.D. Martin NL Zero to Three 64.43% 7.78
MiLB Contracts Jeff Suppan NL Zero to Three Travis Wood NL Zero to Three 71.20% 7.92
NL Zero to Three Travis Wood MiLB Contracts Jeff Suppan NL Zero to Three 62.27% 8.01
MiLB Contracts Rodrigo Lopez NL Zero to Three Jaime Garcia NL Zero to Three 72.19% 7.81
NL Zero to Three Jaime Garcia MiLB Contracts Rodrigo Lopez NL Zero to Three 63.30% 7.91


Mean win percentage for the "NL Zero to Three" team is 67.72%. Extrapolated out to a make believe 162 game season of head to head games, the "NL Zero to Three" team would be expected to win an astounding 109.7 games and suffer only 52.3 losses.

Simulator Notes: My simulator takes into account (among other things) park factors, home field advantage, defense, splits, base running and uses a proprietary set of hitter and pitcher projections for MLB players.

Thursday, February 10, 2011

Minor League All-Stars vs Dodgers



I've recently imported some minor league stats from ZIPS projections into my simulator and created a minor league All-Star team based off of the ZIPS projections (MLEs) of the best minor leaguers that have yet to crack the major leagues.  I then pit that team against a major league team to see how well they match up.  So far I have matched them up against the Royals and the Phillies.  The minor league All-Star team actually beat the Royals, winning an average of 51.72% of the time.  The Phillies on the other hand won 65.67% of the time.  Now I take a look at how the Dodgers did.  There are still a handful of teams that ZIPS does not have projections for at this time, so players from those teams are not eligible for the minor league All-Star team yet.  Jerry Sands is the only Dodgers to crack the minor league All-Star team (starting left fielder).

The methodology I used was to have each #1 starting pitcher face each other, both away and home. I then did the same thing for the #2 thru #5 pitchers, thus having a 10 game series. Each of the 10 games was simulated/played 100K times with the simulator spitting out a win probability for each game. I decided to use the same bullpens for each team (the Dodgers bullpen) and give all of the minor league players a league average defensive rating.

Here are the rosters of the two teams that I used.  Keep in mind that lineups don't matter much.

Lineups
AAA All-Stars Los Angeles Dodgers
Pos Name Org Name Pos
CF Charles Blackmon COL SS Rafael Furcal
C Devin Mesoraco CIN CF Matt Kemp
1B Brandon Belt SF RF Andre Ethier
3B Mike Moustakas KC 2B Juan Uribe
LF Jerry Sands
LAN 1B James Loney
RF J.D. Martinez
HOU LF Marcus Thames
2B Daniel Descalso
STL 3B Casey Blake
SS Grant Green
OAK C Rod Barajas
P Pitcher NA P Pitcher



Now let's take a look at the starting rotations.

AAA All-Stars Los Angeles Dodgers
  Name Organization   Name
#1 Michael Pineda SEA vs Clayton Kershaw
#2 Julian Teheran ATL vs Chad Billingsley
#3 Jake McGee TB vs Hiroki Kuroda
#4 Christian Freidrich COL vs Ted Lilly
#5 Mike Montgomery KC vs Jon Garland



Now let's take a look at the game results...

Results
Away Away SP Home Home SP Favorite Win Prob
Dodgers Clayton Kershaw
AAA All-Stars Michael Pineda
Dodgers 58.44%
AAA All-Stars Michael Pineda Dodgers Clayton Kershaw
Dodgers 70.65%
Dodgers Chad Billingsley
AAA All-Stars Julian Teheran Dodgers 56.59%
AAA All-Stars Julian Teheran Dodgers Chad Billingsley
Dodgers 69.43%
Dodgers Hiroki Kuroda
AAA All-Stars Jake McGee Dodgers 50.68%
AAA All-Stars Jake McGee Dodgers Hiroki Kuroda
Dodgers 63.65%
Dodgers Ted Lilly
AAA All-Stars Christian Freidrich Dodgers 52.91%
AAA All-Stars Christian Freidrich Dodgers Ted Lilly
Dodgers 64.83%
Dodgers Jon Garland
AAA All-Stars Mike Montgomery AAA All-Stars
52.67%
AAA All-Stars Mike Montgomery Dodgers Jon Garland
Dodgers 60.16%



Mean win percentage for the Dodgers is 59.47%. So using the ZIPS projections as input for the AAA All-Star team and my proprietary set of projections for the Dodgers, the AAA All-Star team, the Dodgers beat up the AAA All-Star team pretty bad, a little bit worse than how badly the Dodgers would beat up the Diamondbacks.


Simulator Notes: My simulator takes into account (among other things) park factors, home field advantage, defense, splits, base running and uses a proprietary set of hitter and pitcher projections for MLB players.

Wednesday, February 09, 2011

All-Star Prospect Team vs Phillies

In my previous post I looked at how a minor league All-Star team would do against a bad American League team like the Kansas City Royals. That previous post pointed out that using my baseball simulator, the minor league All-Star team was a slightly stronger team than the Royals. Now I have matched that same minor league All-Star team up against one of the juggernaughts from the National League, the Phillies. For details of how I selected the minor league All-Star team please see my previous post.

In this exercise I had each #1 starting pitcher face each other, both away and home. I then did the same thing for the #2 thru #5 pitchers, thus having a 10 game series. Each of the 10 games was simulated/played 100K times with the simulator spitting out a win probability for each game. I decided to use the same bullpens for each team (the Phillies bullpen) and give all of the minor league players a league average defensive rating.

Here are the rosters of the two teams that I used.

Lineups
AAA All-Stars Philadelphia Phillies
Pos Name Org Name Pos
CF Charles Blackmon COL SS Jimmy Rollins
C Devin Mesoraco CIN 3B Placido Polanco
1B Brandon Belt SF 2B Chase Utley
3B Mike Moustakas KC 1B Ryan Howard
LF Jerry Sands LAN LF Raul Ibanez
RF J.D. Martinez HOU CF Shane Victorino
2B Daniel Descalso STL RF Dominic Brown
SS Grant Green OAK C Carlos Ruiz
P Pitchers Spot NA P Pitchers Spot

Now let's take a look at the starting rotations.

AAA All-Stars Philadelphia Phillies
  Name Organization   Name
#1 Michael Pineda SEA vs Roy Halladay
#2 Julian Teheran ATL vs Cliff Lee
#3 Jake McGee TB vs Roy Oswalt
#4 Christian Freidrich COL vs Cole Hamels
#5 Mike Montgomery KC vs Kyle Kendrick

Now let's take a look at the game results...

Results
Away Away SP Home Home SP Favorite Win Prob
Phillies Roy Halladay AAA All-Stars Michael Pineda Phillies 61.27%
AAA All-Stars Michael Pineda Phillies Roy Halladay Phillies 72.80%
Phillies Cliff Lee AAA All-Stars Julian Teheran Phillies 63.94%
AAA All-Stars Julian Teheran Phillies Cliff Lee Phillies 74.93%
Phillies Roy Oswalt AAA All-Stars Jake McGee Phillies 56.58%
AAA All-Stars Jake McGee Phillies Roy Oswalt Phillies 68.64%
Phillies Cole Hamels AAA All-Stars Christian Freidrich Phillies 63.06%
AAA All-Stars Christian Freidrich Phillies Cole Hamels Phillies 74.70%
Phillies Kyle Kendrick AAA All-Stars Mike Montgomery Phillies 51.52%
AAA All-Stars Mike Montgomery Phillies Kyle Kendrick Phillies 63.42%

Mean win percentage for the Phillies is 65.09%. So using the ZIPS projections as input for the minor league All-Star team and my proprietary set of projections for the Philadelphia Phillies, the Phillies maul the minor league All-Star team. I may attempt to run this exercise against one more major league team.

Simulator Notes: My simulator takes into account (among other things) park factors, home field advantage, defense, splits, base running and uses a proprietary set of hitter and pitcher projections for MLB players.

Helpful Sources:
MLB Depth Charts
Fangraphs

All-Star Prospect Team vs KC Royals


A FanPost at the Beyond The Boxscore a few weeks ago got me thinking about how well a team pieced together from the minor leagues best prospects would do playing against major league teams. What a perfect exercise to use my simulator for. What I did is took the ZIPS projections of the best minor leaguers and used them as input into my baseball simulator and played this imaginary team against a real MLB team. I filtered these minor leaguers to only use players under the age of 25 with little or no MLB experience. There are still a handful of teams that ZIPS does not have projections for at this time, so players from those teams are not eligible yet.

After building my minor league All-Star team, the first team I decided to have them face was the Kansas City Royals, who are likely the American Leagues worst team. In this exercise I had each #1 starting pitcher face each other, both away and home. I then did the same thing for the #2 thru #5 pitchers, thus having a 10 game series. Each of the 10 games was simulated/played 100K times with the simulator spitting out a win probability for each game. I decided to use the same bullpens for each team (the Royals bullpen) and give all of the minor league players a league average defensive rating.

Here are the rosters of the two teams that I used.

Lineups
AAA All-Stars Kansas City Royals
Pos Name Org Name Pos
CF Charles Blackmon COL CF Melky Cabrera
C Devin Mesoraco CIN 2B Chris Getz
1B Brandon Belt SF LF Alex Gordon
3B Mike Moustakas KC DH Billy Butler
DH Freddie Freeman ATL RF Jeff Francoeur
LF Jerry Sands LAN 1B Kaile Kaaihue
RF J.D. Martinez HOU 3B Mike Aviles
2B Daniel Descalso STL C Jason Kendall
SS Grant Green OAK SS Alcides Escobar



Now let's take a look at the starting rotations.

AAA All-Stars Kansas City Royals
  Name Organization   Name
#1 Michael Pineda SEA vs Luke Hochevar
#2 Julian Teheran ATL vs Kyle Davies
#3 Jake McGee TB vs Bruce Chen
#4 Christian Freidrich COL vs Vinny Mazzaro
#5 Mike Montgomery KC vs Jeff Francis



Now let's take a look at the game results...

Results
Away Away SP Home Home SP Favorite Win Prob
Royals Luke Hochever AAA All-Stars Michael Pineda AAA All-Stars 56.57%
AAA All-Stars Michael Pineda Royals Luke Hochever Royals 52.55%
Royals Kyle Davies AAA All-Stars Julian Teheran AAA All-Stars 55.24%
AAA All-Stars Julian Teheran Royals Kyle Davies Royals 53.69%
Royals Bruce Chen AAA All-Stars Jake McGee AAA All-Stars 59.77%
AAA All-Stars Jake McGee Royals Bruce Chen AAA All-Stars 50.03%
Royals Vinny Mazzaro AAA All-Stars Christian Freidrich AAA All-Stars 55.71%
AAA All-Stars Christian Freidrich Royals Vinny Mazzaro Royals 53.04%
Royals Jeff Francis AAA All-Stars Mike Montgomery AAA All-Stars 53.99%
AAA All-Stars Mike Montgomery Royals Jeff Francis Royals 54.80%



Mean win percentage for the AAA All-Stars is 51.722%. So using the ZIPS projections as input for the AAA All-Star team and my proprietary set of projections for the Kansas City Royals, the AAA All-Star team is slightly stronger. Up next, I will attempt to run this same exercise with a National League team - probably a good one. I am thinking about doing it for the Phillies.


Simulator Notes: My simulator takes into account (among other things) park factors, home field advantage, defense, splits, base running and uses a proprietary set of hitter and pitcher projections for MLB players.



Friday, February 04, 2011

DBacks vs Dodgers, 2011 Pre-Season Simulations




In the previous days, I've looked at the Dodgers simulations against the Giants , Rockies and Padres, now it's time to look at the final NL West opponent, the Arizona Diamondbacks. In this exercise, each pitching matchup was simulated 100K times with each team taking a shot at being both the away and home team. Below are the lineups, starting rotations used as well as the results (50). A hit tip to Jim McLellan from AZ Snakepit for helping me out with the Diamondbacks batting lineups.

Diamondbacks Starting Lineup Dodgers Starting Lineup
Diamondbacks vs LHP Diamondbacks vs RHP   Dodgers vs LHP Dodgers vs RHP
Order Pos Name Pos Name   Pos Name Pos Name
1 SS S.Drew SS S.Drew   SS R.Furcal SS R.Furcal
2 CF C.Young RF J.Upton   CF M.Kemp CF M.Kemp
3 2B K.Johnson 2B K.Johnson   RF A.Ethier RF A.Ethier
4 RF J.Upton CF C.Young   3B C.Blake 1B J.Loney
5 C M.Montero C M.Montero   2B J.Uribe 3B C.Blake
6 LF X.Nady LF X.Nady   LF M.Thames 2B J.Uribe
7 3B M.Mora 1B J.Miranda   1B J.Loney LF J.Gibbons
8 1B J.Miranda 3B M.Mora   C R.Barajas C R.Barajas


Diamondbacks Rotation Dodgers Rotation
#1 Daniel Hudson #1 Clayton Kershaw
#2 Ian Kennedy #2 Chad Billingsley
#3 Joe Saunders #3 Hiroki Kuroda
#4 Zach Duke #4 Ted Lilly
#5 Armando Galarraga #5 Jon Garland


Simulation Results
Away Starter Home Starter Favorite Win Prob
Daniel Hudson Clayton Kershaw Dodgers 63.32%
Clayton Kershaw Daniel Hudson Dodgers 53.45%
Daniel Hudson Chad Billingsley Dodgers 64.59%
Chad Billingsley Daniel Hudson Dodgers 54.03%
Daniel Hudson Hiroki Kuroda Dodgers 62.27%
Hiroki Kuroda Daniel Hudson Dodgers 52.08%
Daniel Hudson Ted Lilly Dodgers 54.44%
Ted Lilly Daniel Hudson Diamondbacks 54.75%
Daniel Hudson Jon Garland Dodgers 55.13%
Jon Garland Daniel Hudson Diamondbacks 55.93%
Ian Kennedy Clayton Kershaw Dodgers 65.79%
Clayton Kershaw Ian Kennedy Dodgers 55.39%
Ian Kennedy Chad Billingsley Dodgers 66.93%
Chad Billingsley Ian Kennedy Dodgers 56.19%
Ian Kennedy Hiroki Kuroda Dodgers 64.73%
Hiroki Kuroda Ian Kennedy Dodgers 54.25%
Ian Kennedy Ted Lilly Dodgers 56.88%
Ted Lilly Ian Kennedy Diamondbacks 52.54%
Ian Kennedy Jon Garland Dodgers 52.18%
Jon Garland Ian Kennedy Diamondbacks 53.45%
Joe Saunders Clayton Kershaw Dodgers 67.00%
Clayton Kershaw Joe Saunders Dodgers 57.28%
Joe Saunders Chad Billingsley Dodgers 68.20%
Chad Billingsley Joe Saunders Dodgers 57.86%
Joe Saunders Hiroki Kuroda Dodgers 65.78%
Hiroki Kuroda Joe Saunders Dodgers 56.17%
Joe Saunders Ted Lilly Dodgers 58.32%
Ted Lilly Joe Saunders Diamondbacks 50.40%
Joe Saunders Jon Garland Dodgers 58.59%
Jon Garland Joe Saunders Diamondbacks 51.62%
Zach Duke Clayton Kershaw Dodgers 69.01%
Clayton Kershaw Zach Duke Dodgers 58.97%
Zach Duke Chad Billingsley Dodgers 69.91%
Chad Billingsley Zach Duke Dodgers 59.55%
Zach Duke Hiroki Kuroda Dodgers 67.66%
Hiroki Kuroda Zach Duke Dodgers 57.76%
Zach Duke Ted Lilly Dodgers 59.83%
Ted Lilly Zach Duke Dodgers 50.99%
Zach Duke Jon Garland Dodgers 60.73%
Jon Garland Zach Duke Dodgers 50.26%
Armando Galarraga Clayton Kershaw Dodgers 70.65%
Clayton Kershaw Armando Galarraga Dodgers 61.77%
Armando Galarraga Chad Billingsley Dodgers 71.93%
Chad Billingsley Armando Galarraga Dodgers 62.22%
Armando Galarraga Hiroki Kuroda Dodgers 69.74%
Hiroki Kuroda Armando Galarraga Dodgers 60.46%
Armando Galarraga Ted Lilly Dodgers 62.30%
Ted Lilly Armando Galarraga Dodgers 54.05%
Armando Galarraga Jon Garland Dodgers 62.82%
Jon Garland Armando Galarraga Dodgers 52.93%


When you average the combined win probability of all fifty games, the Dodgers have an average win probability of 58.42%. Extrapolated out over a 162 game season the Dodgers would win 94.65 games and the Diamondbacks would win 67.35. The Diamondbacks will likely struggle this year.

Sources:
MLB Depth Charts
Fangraphs
AZ Snakepit