Between the 2008 and 2012 seasons, Adrian Peterson rushed for the most yards, with 7,508 yards.

rushing leaders from 2008 to 2012
PetersonJohnsonTurnerJacksonJones-DrewRiceGoreForteLynchWilliamsCharlesFosterBensonJonesBradshawJacksonMcCoyStewartMendenhallMcGaheeGreeneMcFadden7.5k6.9k6.1k5.9k5.6k5.5k5.4k5.3k5.0k4.6k4.5k4.5k4.4k4.1k4.0k3.9k3.9k3.8k3.5k3.5k3.4k3.3k
NAMEGPRUSH YDSATTRUSH AVGRUSH YDS/GRUSH TDREC YDSRECTRGREC AVGREC YDS/GREC TD
Adrian PetersonAdrian Peterson757,5081,5165.0100.1641,2581582208.016.83
Chris JohnsonChris Johnson796,8881,4634.787.2441,6582303187.221.04
Michael TurnerMichael Turner756,0811,4114.381.16045759927.76.11
Steven JacksonSteven Jackson745,8891,4254.179.6261,7382173098.023.52
Maurice Jones-DrewMaurice Jones-Drew685,5591,2374.581.8411,7162062718.325.29
Ray RiceRay Rice775,5201,2164.571.7332,7133114148.735.26
Frank GoreFrank Gore715,4341,2124.576.5351,5791862808.522.28
Matt ForteMatt Forte755,3271,2624.271.0262,3252673548.731.09
Marshawn LynchMarshawn Lynch755,0171,1724.366.9391,0321482017.013.83
DeAngelo WilliamsDeAngelo Williams674,5669045.168.138756911298.311.34
Jamaal CharlesJamaal Charles654,5367845.869.8171,2821522148.419.77
Arian FosterArian Foster514,5211,0104.588.6441,5311672239.230.06
Cedric BensonCedric Benson614,4241,1803.772.522653941246.910.71
Thomas JonesThomas Jones644,0881,0194.063.93343065876.66.72
Ahmad BradshawAhmad Bradshaw724,0428984.556.1311,0751301698.314.93
Fred JacksonFred Jackson683,9318744.557.8191,5621872518.423.05
LeSean McCoyLeSean McCoy583,8668354.666.7301,5882202817.227.48
Jonathan StewartJonathan Stewart713,8368184.754.027859981418.812.14
Rashard MendenhallRashard Mendenhall573,5498644.162.329661771088.611.62
Willis McGaheeWillis McGahee693,5257954.451.132585911246.48.54
Shonn GreeneShonn Greene613,4238224.256.118482651017.47.90
Darren McFaddenDarren McFadden573,3347694.358.5181,4491582209.225.45
Brandon JacobsBrandon Jacobs603,3257474.555.43640746798.86.82
Ryan GrantRyan Grant533,1927684.260.21961563789.811.62
BenJarvus Green-EllisBenJarvus Green-Ellis683,1587884.046.43539648698.35.80
StatMuse has season-level data for rushing yards going back to the 1932 season.

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