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Player rankings

The season's top FBS quarterbacks, running backs, receivers and tight ends by wins above replacement: what each player's plays were worth, adjusted for the opponent, against a typical backup.

The top 100 FBS running backs by WAR in 2019. Each links to his team's Players section.

#PlayerWAR
1Chuba HubbardRBOklahoma State1.371.06 to 1.68
2Jaret PattersonRBBuffalo1.090.89 to 1.28
3Michael Warren IIRBCincinnati1.030.83 to 1.24
4Brenden KnoxRBMarshall1.020.80 to 1.27
5Jonathan TaylorRBWisconsin1.000.75 to 1.23
6Xavier JonesRBSMU0.910.67 to 1.13
7Eno BenjaminRBArizona State0.880.65 to 1.08
8J.K. DobbinsRBOhio State0.870.69 to 1.06
9Joshua KelleyRBUCLA0.860.69 to 1.02
10Tra BarnettRBGeorgia State0.840.65 to 1.05
11Kenneth GainwellRBMemphis0.830.60 to 1.04
12Zack MossRBUtah0.820.64 to 1.02
13AJ DillonRBBoston College0.820.60 to 1.00
14Elijah MitchellRBLouisiana0.810.61 to 0.99
15Kylin HillRBMississippi State0.800.65 to 0.97
16Tre HarbisonRBNorthern Illinois0.790.65 to 0.94
17Ke'Shawn VaughnRBVanderbilt0.750.58 to 0.90
18LeVante BellamyRBWestern Michigan0.740.51 to 0.99
19Caleb HuntleyRBBall State0.740.56 to 0.92
20Kadin RemsbergRBAir Force0.740.55 to 0.94
21Charles WilliamsRBUNLV0.720.56 to 0.91
22CJ MarableRBCoastal Carolina0.720.56 to 0.89
23Xazavian ValladayRBWyoming0.720.52 to 0.89
24Darrynton EvansRBApp State0.710.50 to 0.91
25Ronnie RiversRBFresno State0.670.48 to 0.87
26D'Andre SwiftRBGeorgia0.660.51 to 0.82
27Bryant KobackRBToledo0.660.47 to 0.83
28Josh JohnsonRBUL Monroe0.650.48 to 0.81
29CJ VerdellRBOregon0.650.48 to 0.80
30Elijah CollinsRBMichigan State0.630.47 to 0.82
31Javian HawkinsRBLouisville0.620.44 to 0.82
32Gaej WalkerRBWestern Kentucky0.620.47 to 0.77
33Benny LeMayRBCharlotte0.610.47 to 0.73
34Pooka Williams Jr.RBKansas0.610.45 to 0.78
35Shamari BrooksRBTulsa0.600.39 to 0.78
36Clyde Edwards-HelaireRBLSU0.590.47 to 0.70
37Kennedy BrooksRBOklahoma0.580.47 to 0.70
38Javonte WilliamsRBNorth Carolina0.580.45 to 0.70
39Cameron ScarlettRBStanford0.560.41 to 0.72
40Wesley Kennedy IIIRBGeorgia Southern0.560.44 to 0.68
41Cam AkersRBFlorida State0.550.36 to 0.74
42Justin HendersonRBLouisiana Tech0.550.36 to 0.70
43Ray DavisRBTemple0.550.41 to 0.68
44Alex FontenotRBColorado0.540.40 to 0.69
45George HolaniRBBoise State0.540.39 to 0.67
45Rodney SmithRBMinnesota0.540.42 to 0.67
47Shakif SeymourRBToledo0.540.40 to 0.65
48Frankie HicksonRBLiberty0.540.43 to 0.64
49Gerold BrightRBUtah State0.530.39 to 0.67
50Sincere McCormickRBUTSA0.530.40 to 0.64
51SaRodorick ThompsonRBTexas Tech0.530.41 to 0.63
52DK BillingsleyRBTroy0.520.42 to 0.62
53Christopher Brown Jr.RBCalifornia0.520.39 to 0.65
54Larry Rountree IIIRBMissouri0.520.39 to 0.64
55Reggie CorbinRBIllinois0.520.39 to 0.66
56Shaq VannRBEastern Michigan0.510.40 to 0.63
57Jermar JeffersonRBOregon State0.510.39 to 0.64
58Breece HallRBIowa State0.500.36 to 0.64
59Stevie Scott IIIRBIndiana0.500.39 to 0.61
60Max BorghiRBWashington State0.500.36 to 0.64
61Moe NealRBSyracuse0.500.37 to 0.62
62Rakeem BoydRBArkansas0.490.37 to 0.63
63Marcel MurrayRBArkansas State0.490.34 to 0.65
64Kevin MarksRBBuffalo0.490.34 to 0.63
65Jonathan WardRBCentral Michigan0.490.34 to 0.62
66Dre BrownRBIllinois0.480.39 to 0.59
67Najee HarrisRBAlabama0.480.39 to 0.56
68Aston WalterRBRice0.480.36 to 0.62
69Lamical PerineRBFlorida0.480.36 to 0.59
70Raymond CalaisRBLouisiana0.470.36 to 0.60
71Cade CarneyRBWake Forest0.470.35 to 0.58
72Keaontay IngramRBTexas0.470.37 to 0.59
73Jaylon BesterRBMiami (OH)0.460.30 to 0.64
74Salvon AhmedRBWashington0.460.33 to 0.60
74Tre SiggersRBNorth Texas0.460.35 to 0.57
76Dedrick MillsRBNebraska0.460.36 to 0.55
76Zach CharbonnetRBMichigan0.450.35 to 0.56
78Darius AndersonRBTCU0.450.32 to 0.57
79Jordan MasonRBGeorgia Tech0.450.33 to 0.57
80Miles ReedRBHawai'i0.440.34 to 0.55
81JaTarvious WhitlowRBAuburn0.440.33 to 0.55
81J.J. TaylorRBArizona0.440.34 to 0.56
83Timothy JacksonFBAir Force0.440.35 to 0.51
83Anthony JonesRBFlorida International0.440.32 to 0.57
83Michael CarterRBNorth Carolina0.430.29 to 0.59
86Sewo OloniluaRBTCU0.430.33 to 0.55
87O'Shaan AllisonRBOhio0.430.32 to 0.53
88Taven BirdowFBAir Force0.430.29 to 0.56
89Deshawn McCleaseRBVirginia Tech0.420.31 to 0.53
90Artavis PierceRBOregon State0.420.28 to 0.56
91Corey Taylor IIRBTulsa0.420.30 to 0.53
92Tony Jones Jr.RBNotre Dame0.410.28 to 0.53
92A.J. DavisRBPittsburgh0.410.31 to 0.51
94Deon JacksonRBDuke0.410.27 to 0.53
95Tavien FeasterRBSouth Carolina0.400.32 to 0.48
95Tra MinterRBSouth Alabama0.400.26 to 0.53
97Tyler BadieRBMissouri0.400.30 to 0.49
98Trey RagasRBLouisiana0.400.30 to 0.52
99Roschon JohnsonRBTexas0.400.32 to 0.47
100Walter FletcherRBBall State0.400.29 to 0.50

How it works

Each player's value is YardLine's wins above replacement: every play's expected points credited to the players involved, adjusted for the opponent, against a typical backup; 53 points make a win. Beside each value is its 90% interval. The numbers and position ranks are the same as on each team page's Players section.

Only snaps between FBS teams while the game was in doubt count, so a starter on a team that blows opponents out plays fewer of them. Kickers and punters are ranked on the team pages. Linemen and defenders aren't listed: public play-by-play doesn't say who was on the field, so they're valued as units on the team pages instead. Only players above replacement level are listed. The rankings update every Tuesday.

YardLine · model v10Model estimate - not betting advice · Data provided by CollegeFootballData.com