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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 2016. Each links to his team's Players section.

#PlayerWAR
1D'Onta ForemanRBTexas1.370.92 to 1.82
2Donnel PumphreyRBSan Diego State1.080.72 to 1.38
3Dalvin CookRBFlorida State1.010.73 to 1.31
4Saquon BarkleyRBPenn State1.000.68 to 1.28
5Justin JacksonRBNorthwestern0.970.68 to 1.26
6Brian HillRBWyoming0.970.64 to 1.27
7Christian McCaffreyRBStanford0.910.68 to 1.15
8Jamaal WilliamsRBBYU0.890.70 to 1.08
9Ito SmithRBSouthern Miss0.880.62 to 1.11
10Kareem HuntRBToledo0.840.63 to 1.05
11James FlandersRBTulsa0.820.59 to 1.04
12I'Tavius MathersRBMiddle Tennessee0.780.54 to 1.03
13James GilbertRBBall State0.740.52 to 1.00
14Wayne GallmanRBClemson0.740.56 to 0.92
15Kamryn PettwayRBAuburn0.720.58 to 0.86
16Jeremy McNicholsRBBoise State0.720.42 to 1.05
17Joe WilliamsRBUtah0.720.50 to 0.92
18James ButlerRBNevada0.710.49 to 0.94
19Rawleigh Williams IIIRBArkansas0.710.52 to 0.94
20Anthony WalesRBWestern Kentucky0.700.54 to 0.87
21Ralph WebbRBVanderbilt0.690.44 to 0.95
22D'Angelo BrewerRBTulsa0.680.47 to 0.89
23Jamauri BoganRBWestern Michigan0.680.53 to 0.83
24Elijah McGuireRBLouisiana0.680.50 to 0.87
25Rodney SmithRBMinnesota0.670.46 to 0.89
26Akrum WadleyRBIowa0.660.50 to 0.81
27Teriyon GipsonRBNew Mexico0.640.47 to 0.80
28Josh AdamsRBNotre Dame0.640.47 to 0.80
29Matthew DayesRBNC State0.640.35 to 0.93
30Aaron JonesRBUTEP0.630.44 to 0.87
31James SummersRBEast Carolina0.620.43 to 0.81
32Derrius GuiceRBLSU0.600.42 to 0.77
33Ryan NallRBOregon State0.580.41 to 0.77
34Fred CoppetRBBowling Green0.580.39 to 0.78
35Samaje PerineRBOklahoma0.570.40 to 0.74
36Tre WatsonRBCalifornia0.570.41 to 0.71
37Ray LawryRBOld Dominion0.570.38 to 0.76
38Kyle HicksRBTCU0.560.34 to 0.80
39Kalif PhillipsRBCharlotte0.560.39 to 0.72
40Jarveon WilliamsRBUTSA0.550.37 to 0.76
41Corey ClementRBWisconsin0.550.29 to 0.80
42Joe MixonRBOklahoma0.550.38 to 0.71
43Marlon MackRBSouth Florida0.540.37 to 0.74
44Jordan ScarlettRBFlorida0.530.38 to 0.68
45Terence WilliamsRBBaylor0.530.37 to 0.67
46James ConnerRBPittsburgh0.530.34 to 0.74
46Richard McQuarleyRBNew Mexico0.530.39 to 0.67
48Jalin MooreRBApp State0.520.29 to 0.76
49Damarea CrockettRBMissouri0.520.37 to 0.64
50Jordan ChunnRBTroy0.520.28 to 0.75
50Devin SingletaryRBFlorida Atlantic0.510.39 to 0.65
50Akeem JuddRBOle Miss0.510.35 to 0.65
53Marquis YoungRBMassachusetts0.510.28 to 0.71
54Jeffery WilsonRBNorth Texas0.500.31 to 0.68
55Matt ColburnRBWake Forest0.500.36 to 0.64
56Damien HarrisRBAlabama0.490.39 to 0.61
57LeShun Daniels Jr.RBIowa0.490.32 to 0.65
58Leonard FournetteRBLSU0.480.32 to 0.64
59Ke'Mon FreemanRBSMU0.470.33 to 0.63
60Tonny Lindsey Jr.RBUtah State0.470.34 to 0.62
61Justin CrawfordRBWest Virginia0.460.32 to 0.61
62Justice HillRBOklahoma State0.460.27 to 0.63
63Ryquell ArmsteadRBTemple0.450.30 to 0.61
64Andy DavidsonRBArmy0.450.30 to 0.60
65Dedrick MillsRBGeorgia Tech0.440.31 to 0.59
66LJ ScottRBMichigan State0.440.25 to 0.58
66Dontrell HilliardRBTulane0.440.31 to 0.58
68Jahad ThomasRBTemple0.430.26 to 0.63
69Terrell NewbyRBNebraska0.430.26 to 0.58
70Kerryon JohnsonRBAuburn0.430.31 to 0.57
71Alex GardnerRBFlorida International0.430.24 to 0.61
71Ty JohnsonRBMaryland0.430.31 to 0.56
73Mike WeberRBOhio State0.420.30 to 0.55
74Khalfani MuhammadRBCalifornia0.420.27 to 0.57
75Warren WandRBArkansas State0.420.25 to 0.62
76Royce FreemanRBOregon0.420.23 to 0.59
77Jarvion FranklinRBWestern Michigan0.410.23 to 0.57
78Matt BreidaRBGeorgia Southern0.410.24 to 0.61
79Rashaad PennyRBSan Diego State0.410.27 to 0.54
80Tyrone OwensRBNew Mexico0.410.24 to 0.60
81Shannon BrooksRBMinnesota0.400.23 to 0.55
82Marcus CoxRBApp State0.390.26 to 0.51
83Diocemy Saint JusteRBHawai'i0.390.23 to 0.53
84Dorian BrownRBOhio0.380.22 to 0.57
85Jarred CraftRBLouisiana Tech0.380.23 to 0.52
86Ian EriksenRBEastern Michigan0.370.22 to 0.57
87Dontel JamesRBFresno State0.370.20 to 0.54
88Stanley WilliamsRBKentucky0.370.21 to 0.53
88Charles JonesRBKansas State0.370.27 to 0.48
88Doroland DorceusRBMemphis0.370.26 to 0.47
91Ish WitterRBMissouri0.360.24 to 0.49
92Markell JonesRBPurdue0.360.25 to 0.48
93Trayveon WilliamsRBTexas A&M0.360.25 to 0.48
94Braeden WestRBSMU0.360.15 to 0.54
95Izzy MatthewsRBColorado State0.360.25 to 0.47
96Benjamin Snell, Jr.RBKentucky0.350.28 to 0.42
97Jamal MorrowRBWashington State0.350.26 to 0.45
98Aeris WilliamsRBMississippi State0.350.25 to 0.46
99Arkeel NewsomeRBUConn0.350.19 to 0.50
99Alvin KamaraRBTennessee0.350.21 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