Reading teams...done Reading games...Out-of-division teams: Read in 488 games Graph Generator rankings... 1: OK(8-0): 20.24691357 2: USC(8-0): 19.37037036 3: UT(8-0): 17.44444444 4: Auburn(9-0): 17.14814814 5: Boise St(8-0): 16.25925925 6: WI(8-0): 16.18518518 7: TX(7-1): 15.82716048 8: TN(7-1): 15.79012345 9: AZ St(6-2): 15.09876542 10: MI(8-1): 13.27160493 11: Miami FL(6-1): 13.09876542 12: CA(6-1): 13.03703703 13: GA(7-1): 12.62962962 14: FL St(6-2): 11.62962962 15: LSU(6-2): 11.48148147 16: TX A&M(6-2): 11.22222222 17: VA(6-1): 11.03703703 18: WV(7-1): 10.59259259 19: OK St(6-2): 10.28395061 20: IA(6-2): 10.07407407 21: Louisville(5-1): 8.83950617 22: Southern MS(5-1): 7.87654321 23: OH St(5-3): 7.66666666 24: UTEP(6-2): 6.74074074 25: UAB(5-2): 6.4074074 26: Purdue(5-3): 5.85185185 27: TX Tech(5-3): 5.83950617 28: VA Tech(6-2): 5.77777778 29: SC(5-3): 5.7037037 30: AL(5-3): 5.32098765 31: Navy(7-1): 5.19753086 32: Boston College(5-2): 5.16049382 33: Notre Dame(5-3): 4.88888889 34: MN(6-3): 4.48148148 35: NE(5-3): 4.12345679 36: UCLA(5-3): 3.91358024 NC(4-4): 3.91358024 38: OR St(4-4): 3.59259259 39: FL(4-4): 3.44444444 40: MD(4-4): 3.41975308 41: CO(4-4): 3.30864197 42: Northwestern(4-4): 3.24691358 43: Pittsburgh(5-2): 3.03703704 44: Clemson(4-4): 2.95061728 45: Syracuse(4-4): 2.7037037 46: Bowling Green(6-2): 2.64197531 47: LA Tech(4-4): 2.49382716 48: GA Tech(4-3): 2.14814815 49: NM(5-4): 2.08641975 50: AR(3-4): 2.04938271 51: Memphis(5-2): 1.90123457 52: IA St(4-4): 1.62962963 53: CT(5-3): 1.25925926 54: Northern IL(7-2): 1.2345679 55: OR(5-3): 1.22222222 56: Fresno St(4-3): 0.87654321 57: Rutgers(4-4): 0.71604938 58: BYU(4-4): 0.69135802 59: North TX(4-4): 0.43209877 60: NC St(4-4): 0.30864197 61: Stanford(4-4): 0.2345679 62: Toledo(6-2): -0.18518518 63: WY(5-3): -0.28395062 64: MI St(3-4): -0.32098765 65: MO(4-4): -0.38271605 Wake Forest(4-4): -0.38271605 67: Cincinnati(4-4): -1.01234568 68: TCU(4-4): -1.03703704 69: MS St(3-5): -1.11111111 70: Troy St(4-4): -1.51851852 71: Middle TN St(4-4): -2.02469135 72: Marshall(5-3): -2.82716049 73: Baylor(3-5): -2.92592593 74: Air Force(3-5): -3.16049383 75: HI(3-4): -3.35802469 76: MS(3-5): -3.48148148 77: KS(3-5): -3.81481481 78: IN(3-5): -3.85185185 79: WA St(3-5): -3.87654321 80: KS St(3-5): -4.24691358 81: Miami OH(5-3): -4.25925925 82: South FL(2-4): -5.50617284 83: NM St(3-5): -5.91358024 84: UNLV(2-6): -6.66666666 85: East Carolina(2-5): -6.76543209 86: Akron(4-4): -7.1728395 87: Penn St(2-6): -7.49382716 88: Army(2-5): -7.56790123 89: Tulane(2-5): -7.58024691 90: NV(4-4): -7.59259259 91: Rice(3-5): -7.77777777 92: CO St(3-5): -8.0 93: Vanderbilt(2-6): -8.16049382 94: UT St(2-6): -8.88888888 95: LA Lafayette(4-4): -9.18518518 96: Houston(2-6): -9.29629629 97: IL(2-6): -9.43209876 98: San Diego St(2-6): -9.82716049 99: Eastern MI(3-5): -9.86419752 100: San Jose St(2-5): -9.96296296 101: Central MI(3-5): -10.33333333 102: AR St(2-6): -10.6419753 103: LA Monroe(3-5): -10.75308641 104: KY(1-7): -11.12345678 105: Tulsa(2-6): -11.1728395 106: OH(3-6): -11.44444444 107: Duke(1-7): -11.6419753 108: WA(1-7): -11.85185185 109: AZ(1-7): -12.13580246 110: ID(2-7): -13.25925925 111: Temple(1-7): -13.49382715 112: Kent St(2-6): -13.8765432 113: SMU(1-7): -13.97530863 114: Ball St(1-8): -18.07407406 115: Western MI(1-7): -18.22222221 116: Buffalo(1-7): -19.13580246 117: UCF(0-8): -19.20987653 TCU(4-4)(-1.037) beat Northwestern(4-4)(3.247) WA St(3-5)(-3.877) beat NM(5-4)(2.086) Penn St(2-6)(-7.494) beat Akron(4-4)(-7.173) BYU(4-4)(0.691) beat Notre Dame(5-3)(4.889) Troy St(4-4)(-1.519) beat MO(4-4)(-0.383) Notre Dame(5-3)(4.889) beat MI(8-1)(13.272) IN(3-5)(-3.852) beat OR(5-3)(1.222) KS(3-5)(-3.815) beat Toledo(6-2)(-0.185) GA Tech(4-3)(2.148) beat Clemson(4-4)(2.951) NM(5-4)(2.086) beat TX Tech(5-3)(5.84) Stanford(4-4)(0.235) beat BYU(4-4)(0.691) KY(1-7)(-11.123) beat IN(3-5)(-3.852) Houston(2-6)(-9.296) beat Army(2-5)(-7.568) Rice(3-5)(-7.778) beat HI(3-4)(-3.358) NM St(3-5)(-5.914) beat Troy St(4-4)(-1.519) Northern IL(7-2)(1.235) beat Bowling Green(6-2)(2.642) Wake Forest(4-4)(-0.383) beat Boston College(5-2)(5.16) NC St(4-4)(0.309) beat VA Tech(6-2)(5.778) AR(3-4)(2.049) beat AL(5-3)(5.321) South FL(2-4)(-5.506) beat TCU(4-4)(-1.037) LA Lafayette(4-4)(-9.185) beat Middle TN St(4-4)(-2.025) Baylor(3-5)(-2.926) beat North TX(4-4)(0.432) SMU(1-7)(-13.975) beat San Jose St(2-5)(-9.963) San Diego St(2-6)(-9.827) beat NV(4-4)(-7.593) UT St(2-6)(-8.889) beat UNLV(2-6)(-6.667) CT(5-3)(1.259) beat Pittsburgh(5-2)(3.037) VA Tech(6-2)(5.778) beat WV(7-1)(10.593) ID(2-7)(-13.259) beat Eastern MI(3-5)(-9.864) MO(4-4)(-0.383) beat CO(4-4)(3.309) OH(3-6)(-11.444) beat KY(1-7)(-11.123) Vanderbilt(2-6)(-8.16) beat MS St(3-5)(-1.111) San Jose St(2-5)(-9.963) beat Rice(3-5)(-7.778) Northwestern(4-4)(3.247) beat OH St(5-3)(7.667) UNLV(2-6)(-6.667) beat BYU(4-4)(0.691) Army(2-5)(-7.568) beat Cincinnati(4-4)(-1.012) MS(3-5)(-3.481) beat SC(5-3)(5.704) GA Tech(4-3)(2.148) beat MD(4-4)(3.42) WA(1-7)(-11.852) beat San Jose St(2-5)(-9.963) Air Force(3-5)(-3.16) beat NM(5-4)(2.086) Pittsburgh(5-2)(3.037) beat Boston College(5-2)(5.16) Notre Dame(5-3)(4.889) beat Navy(7-1)(5.198) MI St(3-4)(-0.321) beat MN(6-3)(4.481) NC St(4-4)(0.309) beat MD(4-4)(3.42) AL(5-3)(5.321) beat Southern MS(5-1)(7.877) ID(2-7)(-13.259) beat LA Lafayette(4-4)(-9.185) Army(2-5)(-7.568) beat South FL(2-4)(-5.506) AR St(2-6)(-10.642) beat Troy St(4-4)(-1.519) CO St(3-5)(-8.0) beat WY(5-3)(-0.284) Clemson(4-4)(2.951) beat MD(4-4)(3.42) MS St(3-5)(-1.111) beat FL(4-4)(3.444) KS St(3-5)(-4.247) beat NE(5-3)(4.123) Tulane(2-5)(-7.58) beat UAB(5-2)(6.407) Cincinnati(4-4)(-1.012) beat Memphis(5-2)(1.901) Northwestern(4-4)(3.247) beat Purdue(5-3)(5.852) IN(3-5)(-3.852) beat MN(6-3)(4.481) MD(4-4)(3.42) beat FL St(6-2)(11.63) Kent St(2-6)(-13.877) beat OH(3-6)(-11.444) Houston(2-6)(-9.296) beat Tulane(2-5)(-7.58) NC(4-4)(3.914) beat Miami FL(6-1)(13.099) Tulsa(2-6)(-11.173) beat Rice(3-5)(-7.778) Baylor(3-5)(-2.926) beat TX A&M(6-2)(11.222) CA(6-1)(13.037) beat AZ St(6-2)(15.099) 62 total upsets Colley Matrix rankings... 1: OK(8-0): 0.95656803 2: USC(8-0): 0.94972643 3: Auburn(9-0): 0.91494841 4: TN(7-1): 0.88948065 5: AZ St(6-2): 0.85386992 6: UT(8-0): 0.85141749 7: TX(7-1): 0.84937467 8: Boise St(8-0): 0.84814535 9: GA(7-1): 0.84557201 10: Miami FL(6-1): 0.8436858 11: CA(6-1): 0.83517987 12: WI(8-0): 0.81557529 13: MI(8-1): 0.8149338 14: FL St(6-2): 0.79331774 15: TX A&M(6-2): 0.75996972 16: VA(6-1): 0.74316931 17: OK St(6-2): 0.7390421 18: WV(7-1): 0.73632555 19: LSU(6-2): 0.73623585 20: IA(6-2): 0.71065177 21: Louisville(5-1): 0.7081393 22: UTEP(6-2): 0.69779386 23: Southern MS(5-1): 0.6770086 24: UAB(5-2): 0.66138482 25: VA Tech(6-2): 0.65680866 26: Notre Dame(5-3): 0.64887386 27: TX Tech(5-3): 0.64435966 28: Navy(7-1): 0.64091356 29: OH St(5-3): 0.63723042 30: Purdue(5-3): 0.61710229 31: NC(4-4): 0.61274147 32: SC(5-3): 0.60993958 33: UCLA(5-3): 0.60239831 34: OR(5-3): 0.58830508 35: MN(6-3): 0.5831815 36: Northwestern(4-4): 0.58257938 37: Boston College(5-2): 0.58081732 38: AL(5-3): 0.58036255 39: NE(5-3): 0.57445846 40: OR St(4-4): 0.57206453 41: CO(4-4): 0.57021609 42: LA Tech(4-4): 0.56693343 43: BYU(4-4): 0.56618849 44: Clemson(4-4): 0.56346013 45: Pittsburgh(5-2): 0.56335041 46: Memphis(5-2): 0.55991679 47: Bowling Green(6-2): 0.55600719 48: Syracuse(4-4): 0.54487851 49: FL(4-4): 0.54412189 50: GA Tech(4-3): 0.54407869 51: Northern IL(7-2): 0.53964794 52: AR(3-4): 0.53937423 53: NC St(4-4): 0.53086487 54: NM(5-4): 0.52893044 55: North TX(4-4): 0.52377618 56: IA St(4-4): 0.52181735 57: Stanford(4-4): 0.5216256 58: WY(5-3): 0.51413895 59: Toledo(6-2): 0.50524105 60: CT(5-3): 0.50519112 61: MD(4-4): 0.50326471 62: MO(4-4): 0.50144316 63: Fresno St(4-3): 0.50042982 64: Rutgers(4-4): 0.49432744 65: Cincinnati(4-4): 0.49245003 66: MI St(3-4): 0.49030346 67: Marshall(5-3): 0.48502206 68: MS(3-5): 0.46431872 69: MS St(3-5): 0.46245779 70: Wake Forest(4-4): 0.46059268 71: TCU(4-4): 0.45619395 72: HI(3-4): 0.45254641 73: Troy St(4-4): 0.44879355 74: KS(3-5): 0.44435918 75: Middle TN St(4-4): 0.4425934 76: Baylor(3-5): 0.43246937 77: Air Force(3-5): 0.42281985 78: Miami OH(5-3): 0.42110305 79: WA St(3-5): 0.41879273 80: IN(3-5): 0.41828128 81: KS St(3-5): 0.40713573 82: CO St(3-5): 0.38794499 83: NM St(3-5): 0.37310276 84: UNLV(2-6): 0.36860987 85: Akron(4-4): 0.34917373 86: East Carolina(2-5): 0.34739665 87: Houston(2-6): 0.33709668 88: Penn St(2-6): 0.33687952 89: Rice(3-5): 0.32553995 90: South FL(2-4): 0.32109678 91: NV(4-4): 0.31234293 92: Vanderbilt(2-6): 0.30597388 93: UT St(2-6): 0.29934353 94: Army(2-5): 0.29639606 95: IL(2-6): 0.29565155 96: LA Lafayette(4-4): 0.28407673 97: Eastern MI(3-5): 0.28170732 98: San Diego St(2-6): 0.27912299 99: AR St(2-6): 0.2684264 100: WA(1-7): 0.25685406 101: Tulane(2-5): 0.25565767 102: Tulsa(2-6): 0.25143217 103: LA Monroe(3-5): 0.24688579 104: KY(1-7): 0.24379763 105: AZ(1-7): 0.24263703 106: Central MI(3-5): 0.24248151 107: SMU(1-7): 0.22657613 108: ID(2-7): 0.21442213 109: OH(3-6): 0.19972547 110: San Jose St(2-5): 0.185117 111: Duke(1-7): 0.17266875 112: Kent St(2-6): 0.15583167 113: Temple(1-7): 0.15228347 114: Ball St(1-8): 0.131651 115: UCF(0-8): 0.07506288 116: Buffalo(1-7): 0.0669016 117: Western MI(1-7): 0.017021 TCU(4-4)(0.456) beat Northwestern(4-4)(0.583) WA St(3-5)(0.419) beat NM(5-4)(0.529) Penn St(2-6)(0.337) beat Akron(4-4)(0.349) Troy St(4-4)(0.449) beat Marshall(5-3)(0.485) MD(4-4)(0.503) beat Northern IL(7-2)(0.54) BYU(4-4)(0.566) beat Notre Dame(5-3)(0.649) Rice(3-5)(0.326) beat Houston(2-6)(0.337) Troy St(4-4)(0.449) beat MO(4-4)(0.501) Notre Dame(5-3)(0.649) beat MI(8-1)(0.815) IN(3-5)(0.418) beat OR(5-3)(0.588) KS(3-5)(0.444) beat Toledo(6-2)(0.505) GA Tech(4-3)(0.544) beat Clemson(4-4)(0.563) NM(5-4)(0.529) beat TX Tech(5-3)(0.644) Stanford(4-4)(0.522) beat BYU(4-4)(0.566) IA St(4-4)(0.522) beat Northern IL(7-2)(0.54) KY(1-7)(0.244) beat IN(3-5)(0.418) Rice(3-5)(0.326) beat HI(3-4)(0.453) NM St(3-5)(0.373) beat Troy St(4-4)(0.449) Northern IL(7-2)(0.54) beat Bowling Green(6-2)(0.556) Wake Forest(4-4)(0.461) beat Boston College(5-2)(0.581) NC St(4-4)(0.531) beat VA Tech(6-2)(0.657) AR(3-4)(0.539) beat AL(5-3)(0.58) South FL(2-4)(0.321) beat TCU(4-4)(0.456) LA Lafayette(4-4)(0.284) beat Middle TN St(4-4)(0.443) Baylor(3-5)(0.432) beat North TX(4-4)(0.524) San Diego St(2-6)(0.279) beat NV(4-4)(0.312) UT St(2-6)(0.299) beat UNLV(2-6)(0.369) CT(5-3)(0.505) beat Pittsburgh(5-2)(0.563) VA Tech(6-2)(0.657) beat WV(7-1)(0.736) ID(2-7)(0.214) beat Eastern MI(3-5)(0.282) Purdue(5-3)(0.617) beat Notre Dame(5-3)(0.649) MO(4-4)(0.501) beat CO(4-4)(0.57) Buffalo(1-7)(0.067) beat UCF(0-8)(0.075) OH(3-6)(0.2) beat KY(1-7)(0.244) Vanderbilt(2-6)(0.306) beat MS St(3-5)(0.462) San Jose St(2-5)(0.185) beat Rice(3-5)(0.326) Northwestern(4-4)(0.583) beat OH St(5-3)(0.637) UNLV(2-6)(0.369) beat BYU(4-4)(0.566) Army(2-5)(0.296) beat Cincinnati(4-4)(0.492) MS(3-5)(0.464) beat SC(5-3)(0.61) Air Force(3-5)(0.423) beat NM(5-4)(0.529) Pittsburgh(5-2)(0.563) beat Boston College(5-2)(0.581) MI St(3-4)(0.49) beat MN(6-3)(0.583) AL(5-3)(0.58) beat Southern MS(5-1)(0.677) ID(2-7)(0.214) beat LA Lafayette(4-4)(0.284) Army(2-5)(0.296) beat South FL(2-4)(0.321) AR St(2-6)(0.268) beat Troy St(4-4)(0.449) NV(4-4)(0.312) beat Rice(3-5)(0.326) CO St(3-5)(0.388) beat WY(5-3)(0.514) MS St(3-5)(0.462) beat FL(4-4)(0.544) KS St(3-5)(0.407) beat NE(5-3)(0.574) Boston College(5-2)(0.581) beat Notre Dame(5-3)(0.649) Tulane(2-5)(0.256) beat UAB(5-2)(0.661) Cincinnati(4-4)(0.492) beat Memphis(5-2)(0.56) Northwestern(4-4)(0.583) beat Purdue(5-3)(0.617) IN(3-5)(0.418) beat MN(6-3)(0.583) MD(4-4)(0.503) beat FL St(6-2)(0.793) Kent St(2-6)(0.156) beat OH(3-6)(0.2) NC(4-4)(0.613) beat Miami FL(6-1)(0.844) Tulsa(2-6)(0.251) beat Rice(3-5)(0.326) Baylor(3-5)(0.432) beat TX A&M(6-2)(0.76) CA(6-1)(0.835) beat AZ St(6-2)(0.854) 62 total upsets