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We ingest as many games into the system as we can locate (currently just Tripple Crown Softball Tournaments, but more leagues comming soon), and separate them by softball year (September 1 - August 31), and age division. We use advanced statistical and Artificial Intelligence techniques to estimate the odds of each team beating any other team in a head-to-head game. We keep adjusting those odds until our prediction comes closest to matching the actual results from all the games in the system.
In sports, you never know what will happen in any individual game, and certainly two teams that have never faced each other should be ready for anything. But our system considers all the other teams those two new teams have faced, and how those other teams have performed against each other.
Teams that are close together in the rankings are typically very similar in performance, with the higher ranked team often having just a slight advantage over the next lower ranked team - this could mean that we expect the higher ranked team to win 51% of the games against the next lower ranked team. A higher ranked team is NOT necessarily expected to win every game against a lower ranked team, just to win more than half the time. The more separation in rank, the more often we expect the higher-ranked team to win.
| Rank | Team Name | TrueRank Weight | Team City |
|---|---|---|---|
| 1 | Team Lidle | 1.873 | Chino, California |
| 2 | Monarchs 16u Gold | 1.821 | Aliso Viejo, California |
| 3 | Firecrackers Brashear | 1.761 | Ontario, California |
| 4 | OC Batbusters Lara Maroon | 1.450 | La Puente, |
| 5 | Firecrackers TJ | 1.425 | Cerritos, California |
| 6 | So Cal Choppers Ziese | 1.418 | Santa Clarita, California |
| 7 | ACES 16u Ashley | 1.401 | Thousand Oaks, California |
| 8 | So Cal Breakers Labs 14U | 1.361 | Vista, California |
| 9 | The Factory Red | 1.345 | San Diego, California |
| 10 | San Diego Renegades - Pearlstein | 1.333 | Alpine, California |
| 11 | Ohana Tigers Premier Robbie | 1.301 | Whittier, California |
| 12 | So Cal Revolution | 1.222 | Camarillo, California |
| 13 | NW Bullets Leyba | 1.173 | Eugene, |
| 14 | Ohana Tigers 16u Quarles | 1.173 | Torrance, California |
| 15 | West Bay Warriors | 1.152 | , California |
| 16 | Oro Valley Suncats 01 | 1.149 | Tucson, Arizona |
| 17 | Iowa Premier 16 Gold | 1.070 | Des Moines, |
| 18 | So Cal Breakers 16 Beddow | 1.063 | vista, California |
| 19 | Ohana Tigers | 1.053 | Buena Park, California |
| 20 | SoCal Athletics McNee | 1.040 | Corona, California |
| 21 | USA Athletics-Salamanca | 1.037 | Downey, California |
| 22 | Surrey Storm 2001A | 1.031 | Langley, Canada |
| 23 | Ohana Tigers - Helms | 1.024 | La Mirada, California |
| 24 | OC Batbusters - Montanez | 1.020 | West jordan, Utah |
| 25 | Yuma Stars 2000 | 1.016 | Yuma, Arizona |
| 26 | Power Surge 03 Bachtell | 1.007 | San Diego , California |
| 27 | West Coast Premier-Capps | 1.005 | Sacramento, California |
| 28 | So Cal Athletics - Peralta | 0.988 | Downey, California |
| 29 | Central Coast Athletics - Augustine | 0.983 | Monterey, California |
| 30 | So Cal Breakers Labs | 0.921 | San Diego, California |
| 31 | Firecrackers IE Sanchez | 0.899 | Chino, California |
| 32 | FIRECRACKER UT (ROLLIN) | 0.891 | Salt Lake City, Utah |
| 33 | SoCal Firecrackers - Jensen | 0.888 | Lake Elsinore, California |
| 34 | Firecracker Hagberg | 0.885 | , California |
| 35 | Banshee Fastpitch | 0.870 | Burlington, |
| 36 | So Cal Athletics - Bagatourian | 0.852 | Newport Beach, California |
| 37 | So Cal Athletics Tbone | 0.852 | Yorba Linda, California |
| 38 | Silver State Punishers | 0.845 | Las Vegas, Nevada |
| 39 | Cal A's- Wallace | 0.840 | Cerritos, California |
| 40 | Murrieta-Powell | 0.835 | Wildomar (18), |
| 41 | SCA Marinakis 16U | 0.807 | Chula Vista, California |
| 42 | Clutch Up Softball Academy | 0.798 | Chino, California |
| 43 | American Athletics-Peterson | 0.756 | Irvine, California |
| 44 | 222's Fastpitch - 16U | 0.754 | Saskatoon, |
| 45 | Epoch | 0.748 | , California |
| 46 | All American Mizuno Ruck | 0.741 | Paso Robles, |
| 47 | BOWNET 16U - Peek/Menefee | 0.730 | Simi Valley, California |
| 48 | CENCAL DIRTDOGS -DAVIS | 0.712 | Madera, California |
| 49 | Power Surge 16U-Cranford | 0.703 | Escondido, |
| 50 | Bownet- Jaquish | 0.701 | Highland, California |
| 51 | Firecrackers Jensen | 0.684 | Lake Elsinore, California |
| 52 | Suncats- Nieto | 0.635 | Gilroy, California |
| 53 | Silver State Punishers-Gonzales | 0.619 | Henderson, Nevada |
| 54 | Lil Rebels - Brad | 0.607 | Las Vegas, Nevada |
| 55 | Easton Preps Hansen | 0.598 | Camarillo, California |
| 56 | Alberta Athletics Elite-Newell16u | 0.586 | Alberta, |
| 57 | Firecrackers-AZ Erickson | 0.581 | Peoria, Arizona |
| 58 | Firecrackers Brashear | 0.575 | Ontario, California |
| 59 | Explosion Flores 16U | 0.554 | Riverside, California |
| 60 | Lil Rebels 01 VERN | 0.550 | Las Vegas, Nevada |
| 61 | Firecrackers-Barry/Cota | 0.535 | northridge, California |
| 62 | Nationals Elite (Sandberg) | 0.517 | Lancaster, California |
| 63 | Lakewood Hustlers Miramontes | 0.507 | Seal Beach, California |
| 64 | Firecrackers-Halleen (02) 14U | 0.506 | Rancho Palos Verdes, California |
| 65 | Courage | 0.481 | Brea, California |
| 66 | PYSA Fearless 2001 | 0.479 | San Diego, California |
| 67 | Firecrackers Thornburg/Gomez | 0.449 | Whittier, California |
| 68 | LTG Lions | 0.432 | Elk Grove, California |
| 69 | Easton Preps (Eklund) | 0.431 | Fontana, California |
| 70 | California Breeze Warren | 0.409 | Sacramento, California |
| 71 | Fearless Premier | 0.409 | San Diego, California |
| 72 | West Bay Warriors | 0.407 | San Mateo, |
| 73 | Nationals 16 Blue | 0.400 | Tinley Park, |
| 74 | NorCal Patriots | 0.399 | , California |
| 75 | New Lenox Lightning DB | 0.399 | , Illinois |
| 76 | Elk Grove Heat Red | 0.380 | Elk Grove Village, |
| 77 | Bakersfield Babes | 0.375 | Bakersfield, California |
| 78 | USA ATHLETICS - Amador | 0.374 | Garden Grove, California |
| 79 | San Jose Sting - Perales | 0.356 | San Jose, California |
| 80 | Texas Hawks- Ornelas | 0.353 | Spring, Texas |
| 81 | WA Acers 16 Green | 0.349 | Auburn, |
| 82 | DeMarini AZ Athletics-Keith | 0.349 | Phoenix, Arizona |
| 83 | Power Surge - Cristini/Bubar | 0.334 | Santee, California |
| 84 | AZ THUNDERCATS | 0.321 | Tucson, AZ |
| 85 | Fearless Endo/Fleet | 0.309 | San Diego, |
| 86 | Cal Ladyhawks | 0.304 | San Gabriel, California |
| 87 | 14U Cincy Slammers Gold | 0.297 | Mason, |
| 88 | The Next Level Worley | 0.291 | , California |
| 89 | CAL THUNDER-MOSES | 0.291 | Fontana, California |
| 90 | Black Widows | 0.282 | Hartford, |
| 91 | Wheatland Spikes | 0.262 | North Aurora, |
| 92 | Firecracker-Vidal/Galvez | 0.261 | Rowland Heights, California |
| 93 | Victory USA - Bakersfield | 0.253 | Bakersfield, California |
| 94 | Aces | 0.228 | Woodland HIlls, California |
| 95 | Illinois Sluggers Swiatkowski | 0.225 | , Illinois |
| 96 | Firecracker - Campos 16U | 0.211 | Lake Forest, California |
| 97 | American Athletics 01- Cole | 0.191 | Mission Viejo, California |
| 98 | Wheatland Spikes | 0.177 | Downers Grove, Illinois |
| 99 | Firecrackers Media City-Travieso | 0.168 | Burbank, California |
| 100 | USA Athletics Sanchez | 0.168 | Torrance, California |
| 101 | Corona Angels Slye | 0.160 | West Hills, California |
| 102 | Teamsmith-Ken | 0.158 | Ontario, California |
| 103 | Iowa Blitz Gold | 0.145 | , Iowa |
| 104 | New Lenox Lightning | 0.144 | Frankfort, |
| 105 | Corona Cats | 0.129 | Corona, California |
| 106 | Cal Nuggets - Woods | 0.127 | Redwood City, California |
| 107 | Nationals | 0.117 | Tinley Park, Illinois |
| 108 | Team Easton (Price) | 0.104 | Redlands, California |
| 109 | Texas Glory Burleson | 0.089 | Burleson, Texas |
| 110 | Bownet-SCV | 0.062 | Valencia, California |
| 111 | Chicago Cheetahs CS | 0.059 | Downers Grove, |
| 112 | CA Cruisers Prukop | 0.053 | Coto de Caza, California |
| 113 | Texas Shockwave DeMarini 16U | 0.048 | Seabrook, Texas |
| 114 | Pro Form Fastpitch - 16u Glasco | 0.046 | Corinth, Texas |
| 115 | Marucci Patriots Gold 16U-Pitre | 0.023 | Prairieville, Louisiana |
| 116 | AZ Athletics DeMarini 16u Blue - Keith | -0.010 | Chandler, Arizona |
| 117 | The Next Level -14u Kubski | -0.015 | Temecula, California |
| 118 | AZ Suncats-Sgambati | -0.039 | Scottsdale, Arizona |
| 119 | Firecrackers Huntington Beach-Steiner | -0.045 | Murrieta, California |
| 120 | Firecrackers Brashear-Belew | -0.053 | Oceanside, California |
| 121 | Ohana Tigers 16U | -0.073 | Paramount, California |
| 122 | The Factory Black | -0.082 | San Diego, California |
| 123 | Demarini Arizona Athletics | -0.093 | , Arizona |
| 124 | Firecrackers Keene/McIrvin | -0.104 | Tehachapi, California |
| 125 | Locomotion | -0.104 | Villa Park, California |
| 126 | OC Batbusters Ramirez 14U | -0.106 | Winchester, California |
| 127 | Pure Fastpitch 16U-Hill | -0.116 | Lake Forest, California |
| 128 | Phenom CA Berman | -0.141 | Oak Park, California |
| 129 | American Athletics 02/Houten | -0.147 | Lake Forest, California |
| 130 | Firecrackers-Vidal | -0.161 | la puente, California |
| 131 | Lakewood Hustlers-Miramontes-Shinozaki | -0.164 | Lakewood, |
| 132 | Kaos | -0.164 | Northridge, California |
| 133 | SOCAL PRIDE 01 | -0.173 | Covina, California |
| 134 | Easton Preps Black | -0.173 | Camarillo, California |
| 135 | AZ Hotshots 02 - Captain | -0.180 | Mesa, Arizona |
| 136 | BOWNET KONIS - Bennett 19/20 | -0.180 | Westlake Village, California |
| 137 | DeMarini Arizona Athletics - Biggan | -0.189 | Tucson, Arizona |
| 138 | So Cal Choppers Ensey | -0.216 | Huntington Beach, California |
| 139 | Artesia Punishers 02 | -0.233 | Highland, California |
| 140 | Bat Company- Miller | -0.239 | Tigard, Oregon |
| 141 | Ruthless Delacruz | -0.256 | Highland, |
| 142 | Firecrackers-Venegas 2020 | -0.284 | Moorpark , California |
| 143 | San Diego Legacy - Bender/Davis | -0.286 | Carlsbad, California |
| 144 | Snohomish SWAT 02 | -0.292 | Bellevue, Washington |
| 145 | Team Easton - Burkhardt | -0.295 | Santa Ana, California |
| 146 | Firecrackers Brashear/Duarte | -0.302 | San Diego, California |
| 147 | Twin Hills Coyotes | -0.307 | Chula Vista, |
| 148 | So Cal 3D (Lombardi) | -0.313 | , California |
| 149 | Case Batbusters | -0.314 | West Hills, |
| 150 | Seattle Spice IC | -0.322 | Seattle, |
| 151 | Lockport Pride | -0.326 | Lockport, |
| 152 | Socal Choppers-Rodriguez | -0.340 | Canyon Country, California |
| 153 | Oregon Blaze 16 Gold | -0.354 | Tualatin, Oregon |
| 154 | TeamSmith - Ruben | -0.355 | Pomona, California |
| 155 | AZ Suncats Pennington | -0.361 | New River, Arizona |
| 156 | SO CAL OUTLAWS | -0.380 | los angeles, California |
| 157 | Power Surge Guerrero | -0.418 | Santee, |
| 158 | Las Vegas Lady Scorpions 16 - Pagan | -0.422 | Boulder City, Nevada |
| 159 | Power Surge 16U-Cranford | -0.431 | Escondido, |
| 160 | Athletics-Mercado/Nalley | -0.432 | Temecula, |
| 161 | SC Storm 16U | -0.437 | Valencia, California |
| 162 | Mizuno Diamond Girls | -0.444 | , California |
| 163 | So Cal Nighthawks | -0.455 | Orange, California |
| 164 | Corona Angels Howard | -0.458 | Riverside, California |
| 165 | Firecrackers Humble | -0.463 | Huntington Beach, California |
| 166 | The Factory 14U White | -0.467 | San Diego, California |
| 167 | Ruthless Bustos | -0.469 | Glendora, |
| 168 | BATBUSTERS GOMES CALVO | -0.470 | Riverbank, California |
| 169 | 16u San Jose Strikkers | -0.480 | San Jose, California |
| 170 | Chicago Cheetahs SB | -0.480 | Downers Grove, |
| 171 | So Cal Dirtdogs Aldama | -0.485 | Whittier, California |
| 172 | Vendetta AZ - Schmidt | -0.520 | Gilbert, Arizona |
| 173 | Central Cal Dirtdogs - Alcoser | -0.520 | Hanford, California |
| 174 | OC Elite 02 Esteban | -0.528 | Irvine, California |
| 175 | E1 Prospects - Nuqui | -0.536 | Fontana (18), |
| 176 | Explosion 18 Morgan | -0.536 | Moreno Valley, California |
| 177 | St Charles Silver Hawks - 16U Latoria | -0.540 | St. Charles, |
| 178 | So Cal Jaguars | -0.555 | Oxnard, California |
| 179 | Ohana Tigers Indian | -0.556 | Encinitas, California |
| 180 | Utah Adrenaline | -0.557 | West Jordan, Utah |
| 181 | Epic | -0.559 | Hesperia, California |
| 182 | ARTESIA PUNISHERS - GONZALES | -0.566 | (16) Downey, California |
| 183 | Mountain West Fastpitch (Powerstroke) | -0.568 | Lehi, Utah |
| 184 | Firecrackers - Watson | -0.574 | San Clemente, California |
| 185 | Monarchs 16u Blanco | -0.599 | Aliso Viejo, California |
| 186 | Capital City Crush | -0.621 | Keizer, Oregon |
| 187 | Case Batbusters - Deherrera | -0.626 | Pico Rivera, California |
| 188 | Firecrackers Brashear Perez | -0.629 | Temecula, |
| 189 | Wasco Diamonds TM | -0.630 | Elburn, |
| 190 | IV Xtreme Softball | -0.655 | Imperial, California |
| 191 | IE Dynasty-Gaxiola | -0.680 | Riverside, California |
| 192 | IE Dynasty Villanueva | -0.697 | Fontana, California |
| 193 | Hotshots Canada | -0.703 | Regina , Canada |
| 194 | Az Force Bryant | -0.708 | Surprise, Arizona |
| 195 | Northern ICE 02 | -0.710 | Wauconda, |
| 196 | OC Dynasty | -0.717 | Garden Grove, California |
| 197 | Synergy - Lozano | -0.720 | El Cajon, California |
| 198 | Mystic | -0.722 | El Cajon, |
| 199 | Ak Krush | -0.722 | Anchorage, Alaska |
| 200 | STORM FASTPITCH | -0.733 | , Georgia |
| 201 | Firecrackers Rockey- Johnson | -0.738 | , California |
| 202 | Washington Illusion-16 | -0.748 | Kelso, Washington |
| 203 | OC Batbusters R&R 16u | -0.749 | San Diego, California |
| 204 | The Factory 16U Woodworth | -0.754 | San Diego, California |
| 205 | Orland Park A's | -0.809 | Lockport, |
| 206 | Mizuno Hawks Judge | -0.828 | Plainfield, Illinois |
| 207 | E1 Prospects Dena | -0.829 | Corona, California |
| 208 | So Cal Dirtdogs Archuleta-Isbel | -0.842 | Rancho Cucamonga, California |
| 209 | SO CAL Athletics Marinakis/Jendro 16U 02 | -0.852 | Chula Vista, California |
| 210 | Grapettes SLO | -0.862 | San Luis Obispo, California |
| 211 | Northridge Firestormz | -0.915 | Porter Ranch, California |
| 212 | Sudden Impact 16u Blake | -0.918 | Beaumont, California |
| 213 | Cal A's - Gonzalez | -0.926 | San Pedro, California |
| 214 | Nemesis Elite Forseen | -0.933 | Downey, California |
| 215 | Sgv klutch red | -0.933 | South El monte, California |
| 216 | So. Cal Dirtdogs Del Campo 16u | -0.955 | Pico Rivera, California |
| 217 | A Cut Above-Garcia | -0.987 | Chino, California |
| 218 | Diamonds | -1.056 | Shafter, California |
| 219 | 16u San Jose Strikkers | -1.057 | San Jose, California |
| 220 | The Factory 14U Gray | -1.066 | San Diego , California |
| 221 | E1 Propsects Uribe | -1.092 | Redlands, |
| 222 | Illinois Sluggers 16U Mariani | -1.098 | Lake Zurich, |
| 223 | So Cal Thunder | -1.115 | La Crescenta, |
| 224 | E1 Prospect -Davila | -1.124 | , Montana |
| 225 | So Cal Storm | -1.137 | Upland, California |
| 226 | White Rock Renegades Gold - Holotuk | -1.146 | Surrey, |
| 227 | SCV Rampage Red | -1.158 | Castaic, California |
| 228 | San Diego Renegades - Whipple | -1.159 | El Cajon, California |
| 229 | Fury | -1.163 | Menifee, California |
| 230 | Teamsmith Poteet | -1.187 | Pomona, California |
| 231 | 16U Texas Fusion Gold | -1.191 | Keller, Texas |
| 232 | Lady RIppers | -1.196 | Redmond, |
| 233 | Port Coquitlam Ravens 02 | -1.255 | Coquitlam, |
| 234 | Firecrackers Rockey-Jamison | -1.285 | Lancaster , California |
| 235 | So Cal Inferno | -1.329 | Victorville, California |
| 236 | KLUTCH | -1.340 | San Bernardino , California |
| 237 | SoCal Preps | -1.344 | Sylmar, California |
| 238 | Firecrackers Keene/McIrvin | -1.400 | Tehachapi, California |
| 239 | SoCal Phoenix | -1.489 | San Diego, California |
The following teams have no games in our database against a nationaly ranked team.