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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 2018. Each links to his team's Players section.

#PlayerWAR
1Eno BenjaminRBArizona State1.200.99 to 1.40
2Benny Snell Jr.RBKentucky1.060.86 to 1.26
3Michael Warren IIRBCincinnati1.040.83 to 1.23
4Tre HarbisonRBNorthern Illinois0.950.80 to 1.10
5Joshua KelleyRBUCLA0.940.79 to 1.10
6Alexander MattisonRBBoise State0.920.72 to 1.09
7Alex BarnesRBKansas State0.900.70 to 1.11
8Jonathan TaylorRBWisconsin0.890.69 to 1.11
9Devin SingletaryRBFlorida Atlantic0.860.68 to 1.05
10AJ DillonRBBoston College0.820.65 to 0.96
11Stevie Scott IIIRBIndiana0.780.62 to 0.94
12Karan HigdonRBMichigan0.780.61 to 0.94
13Trayveon WilliamsRBTexas A&M0.780.57 to 0.94
14Mohamed IbrahimRBMinnesota0.760.64 to 0.90
14Nico EvansRBWyoming0.760.61 to 0.93
16Ryquell ArmsteadRBTemple0.750.59 to 0.93
17Spencer BrownRBUAB0.740.56 to 0.90
18Darrell HendersonRBMemphis0.730.54 to 0.92
19Larry Rountree IIIRBMissouri0.730.59 to 0.88
20J.K. DobbinsRBOhio State0.720.57 to 0.87
21A.J. OuelletteRBOhio0.720.56 to 0.86
22Trey RagasRBLouisiana0.700.55 to 0.84
23Miles SandersRBPenn State0.690.55 to 0.84
23David MontgomeryRBIowa State0.690.51 to 0.84
25Qadree OllisonRBPittsburgh0.680.54 to 0.81
26Zack MossRBUtah0.670.54 to 0.82
27Benny LeMayRBCharlotte0.660.51 to 0.82
28Patrick LairdRBCalifornia0.650.46 to 0.83
29J.J. TaylorRBArizona0.650.48 to 0.85
30Isaiah BowserRBNorthwestern0.640.50 to 0.78
31Bryce LoveRBStanford0.630.47 to 0.79
32Ke'Shawn VaughnRBVanderbilt0.620.47 to 0.76
32LeVante BellamyRBWestern Michigan0.620.43 to 0.82
34Tre WatsonRBTexas0.620.51 to 0.71
35Jaret PattersonRBBuffalo0.610.48 to 0.74
36CJ VerdellRBOregon0.600.47 to 0.72
37Darius BradwellRBTulane0.600.45 to 0.76
38Shamari BrooksRBTulsa0.600.44 to 0.76
39Darnell WoolfolkRBArmy0.590.45 to 0.72
40Nick BrossetteRBLSU0.590.46 to 0.72
41Juwan WashingtonRBSan Diego State0.580.40 to 0.75
42Reggie Gallaspy IIRBNC State0.570.43 to 0.71
43B.J. SmithRBTroy0.570.40 to 0.74
43Cade CarneyRBWake Forest0.570.46 to 0.68
45Jermar JeffersonRBOregon State0.560.45 to 0.66
46Justice HillRBOklahoma State0.550.44 to 0.68
47Corey Taylor IIRBTulsa0.550.43 to 0.66
48Patrick Taylor Jr.RBMemphis0.550.41 to 0.68
49Kevin MarksRBBuffalo0.550.42 to 0.66
50Frankie HicksonRBLiberty0.540.44 to 0.65
51Lexington ThomasRBUNLV0.540.38 to 0.70
52Travis EtienneRBClemson0.530.42 to 0.65
53Darrin HallRBPittsburgh0.530.40 to 0.67
54Devine OzigboRBNebraska0.520.41 to 0.64
55Keaontay IngramRBTexas0.510.42 to 0.60
56Jordan CronkriteRBSouth Florida0.510.38 to 0.66
57Wesley FieldsRBGeorgia Southern0.500.36 to 0.65
58Darrynton EvansRBApp State0.500.39 to 0.63
59DeAndre TorreyRBNorth Texas0.490.38 to 0.61
59Toa TauaRBNevada0.490.35 to 0.62
61Cole FaganFBAir Force0.490.37 to 0.62
62Trey SermonRBOklahoma0.480.36 to 0.58
63Elijah MitchellRBLouisiana0.470.36 to 0.59
64Sewo OloniluaRBTCU0.470.33 to 0.58
65Pooka Williams Jr.RBKansas0.460.34 to 0.56
66Chuba HubbardRBOklahoma State0.460.34 to 0.56
67Dexter WilliamsRBNotre Dame0.450.35 to 0.54
68Travon McMillianRBColorado0.440.30 to 0.57
69Patrick CarrRBHouston0.440.35 to 0.53
70Jaqwis DancyRBLouisiana Tech0.440.33 to 0.54
71Jordan ScarlettRBFlorida0.440.35 to 0.53
72James GilbertRBBall State0.440.36 to 0.52
73Marcel MurrayRBArkansas State0.430.34 to 0.53
73Alonzo SmithRBMiami (OH)0.430.30 to 0.54
75Mekhi SargentRBIowa0.430.32 to 0.53
76Deon JacksonRBDuke0.430.30 to 0.55
77Chase JasminRBSan Diego State0.430.33 to 0.51
77D.J. KnoxRBPurdue0.420.31 to 0.54
79Greg McCraeRBUCF0.420.34 to 0.50
80Jamauri BoganRBWestern Michigan0.420.28 to 0.55
81Ronnie RiversRBFresno State0.420.31 to 0.52
81Mike WeberRBOhio State0.420.31 to 0.51
83Reggie CorbinRBIllinois0.410.31 to 0.52
84Bryant KobackRBToledo0.410.32 to 0.50
85Darius AndersonRBTCU0.410.31 to 0.51
86Anthony McFarland Jr.RBMaryland0.410.31 to 0.50
87Kadin RemsbergRBAir Force0.410.32 to 0.50
88Adrian Killins Jr.RBUCF0.410.29 to 0.52
89Kennedy McKoyRBWest Virginia0.400.29 to 0.51
89Steven PeoplesRBVirginia Tech0.400.30 to 0.50
89Kennedy BrooksRBOklahoma0.400.33 to 0.47
92Shaq VannRBEastern Michigan0.400.31 to 0.49
93Lamical PerineRBFlorida0.400.31 to 0.50
94D'Andre SwiftRBGeorgia0.390.28 to 0.49
95Matt ColburnRBWake Forest0.390.29 to 0.49
96JaTarvious WhitlowRBAuburn0.390.29 to 0.47
97Scottie PhillipsRBOle Miss0.380.30 to 0.47
98Kylin HillRBMississippi State0.380.32 to 0.45
99Braeden WestRBSMU0.380.29 to 0.48
100Travis HomerRBMiami0.380.24 to 0.51

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