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Which running back should the Broncos draft? DRAFTIQ and RAS for running backs

Can we use analytics to find and draft the next great Bronco running back?

NFL: Cincinnati Bengals at Denver Broncos Ron Chenoy-Imagn Images

While I looked at some data regarding drafting a good and durable RB a few weeks back, I didn’t go into the same depth that I did with tight ends, tackles and IOL guys. So I figured that I would do that since draft week is upon us and most think that the Broncos will be using at least one early pick on a running back.

For those who haven’t looked at the other parts of this series, the NFL and AWS recently launched a draft score for all players in the draft based on their “athleticism” and their “production”. Here is a very interesting discussion of it. TLDR - it’s complicated, but it’s better than previous college player draft grades.

So let’s focus on the running backs since the Broncos need an upgrade there as Javonte Williams was one the worst primary backs in the NFL last season despite having a great OL. The correlation for all 403 running backs between production and draft score is 0.76. That is quite strong whereas the correlation between athleticism and draft score was only 0.436. In other words, the draft score is more about how well you produced in college and less about how well you did at the combine.

Being the nerd that I am, I also pulled all the All-time RAS data from Kent Lee Platte for RBs and created a plot of Athleticism vs RAS. That is below. I was able to find RAS and ATH for 338 RBs (2003-2025).

The R squared for this lower than every other position I have looked at so far. Zooming in on the elite corner you get this with name call-outs. Plenty of these were really good NFL RBs, but plenty were total failures in the NFL (if they even ever made a team).

The six guys in red are all available in the draft this year. Their draft scores are all over the place though.

Year Name School Ht Wt Athleticism Production Draft Score All-Time RAS
2006 Reggie Bush USC 5107 201 94 98 98 9.73
2025 Ashton Jeanty Boise St. 5084 211 83 98 95
2023 Bijan Robinson Texas 5110 215 82 99 95 9.84
2020 Jonathan Taylor Wisconsin 5102 226 90 98 95 9.59
2018 Saquon Barkley Penn St. 6000 233 90 95 95 9.99
2017 Christian McCaffrey Stanford 5112 202 86 96 95 8.78
2021 Travis Etienne Clemson 5101 215 83 93 93 9.21
2006 DeAngelo Williams Memphis 5090 214 91 92 93 9.45
2012 Trent Richardson Alabama 5092 228 78 93 92 9.74
2008 Chris Johnson East Carolina 5110 197 90 81 91 9.67
2022 Breece Hall Iowa St. 5112 217 96 85 90 9.97
2020 J.K. Dobbins Ohio St. 5094 209 84 94 90
2012 LaMichael James Oregon 5080 194 84 98 90 7.60
2015 Melvin Gordon Wisconsin 6005 215 74 97 89 9.06
2003 Willis McGahee Miami (FL) 6003 223 74 97 89
2025 Cam Skattebo Arizona St. 5094 219 73 93 88
2017 Leonard Fournette LSU 6004 240 62 98 88 8.06
2008 Darren McFadden Arkansas 6012 211 78 87 88 9.64
2003 Larry Johnson Penn St. 6010 228 76 93 88
2021 Najee Harris Alabama 6013 232 72 92 87
2016 Derrick Henry Alabama 6025 247 71 95 87 9.14
2014 Tre Mason Auburn 5084 207 86 90 87 9.24
2007 Garrett Wolfe Northern Illinois 5074 186 95 84 87 8.73

The table above shows the 23 RBs who got a draft score of 87 or above (2003 to present). In this draft only Ashton Jeanty and Cam Skattebo are on the list. Treyveon Henderson just missed the cut with a draft score of 86 - due mostly to his limited production (83) while at OSU. This was a result of sharing the load with another primary RB (they were both RB1).

Let’s look now at some of the guys who had low draft scores (70 or below) who have been good NFL RBs and then some of the busts with high draft scores.

The “Overacheivers”

There are 107 RBs with a draft score of 70 or lower. Six of them are in this draft. So of the 101 I pulled the best in terms of NFL careers. The table is below.

Year Name School Ht Wt Athleticism Production Draft Score All-Time RAS
2025 Jarquez Hunter Auburn 5093 204 67 72 70 7.15
2023 Chris Rodriguez Jr. Kentucky 5115 217 69 72 70 7.85
2023 Hunter Luepke North Dakota St. 6012 230 69 65 70
2022 Jerome Ford Cincinnati 5104 210 75 73 70 7.18
2020 Raymond Calais Louisiana 5077 188 89 63 70 7.57
2020 LeVante Bellamy Western Michigan 5087 192 91 62 70 6.65
2019 Dexter Williams Notre Dame 5111 212 78 66 70 8.42
2018 Jordan Wilkins Ole Miss 6005 216 73 70 70 8.13
2017 Brian Hill Wyoming 6010 219 70 73 70 8.01
2014 James White Wisconsin 5091 204 66 73 70 5.90
2009 Ian Johnson Boise St. 5112 212 79 65 70 9.08
2009 Mike Goodson Texas A&M 5117 208 74 62 70 7.67
2009 P.J. Hill Wisconsin 5102 222 70 68 70
2008 Thomas Brown Georgia 5083 204 72 64 70 7.99
2006 Wendell Mathis Fresno St. 5113 210 76 65 70 8.08
2005 Walter Reyes Syracuse 5100 209 66 73 70 5.08
2005 Alvin Pearman Virginia 5093 208 65 70 70 4.95
2005 Ciatrick Fason Florida 6006 207 64 71 70
2024 George Holani Boise St. 5103 208 73 65 69 8.43
2024 Jawhar Jordan Louisville 5094 193 72 72 69 4.70
2022 Zamir White Georgia 5116 214 83 60 69 9.83
2022 Tyler Goodson Iowa 5090 197 89 59 69 9.51
2022 Kyren Williams Notre Dame 5092 194 60 71 69 3.98
2021 Chris Evans Michigan 5110 211 90 58 69 9.87
2020 Joshua Kelley UCLA 5105 212 78 64 69 7.94
2017 Joe Williams Utah 5110 210 76 69 69 8.32
2017 Wayne Gallman Clemson 6004 215 66 71 69 6.98
2016 Josh Ferguson Illinois 5094 198 88 60 69 8.22
2016 Byron Marshall Oregon 5093 201 68 71 69
2015 Jeremy Langford Michigan St. 5115 208 72 65 69 8.35
2015 David Cobb Minnesota 5107 229 51 75 69 5.40
2014 Tim Cornett UNLV 6002 209 79 60 69 8.47
2014 LaDarius Perkins Mississippi St. 5073 195 77 62 69 7.88
2014 Devonta Freeman Florida St. 5082 206 62 69 69 3.32
2010 Jonathan Dwyer Georgia Tech 5112 229 55 78 69 1.34
2008 Chad Simpson Morgan St. 5085 216 79 55 69 7.00
2008 Justin Forsett California 5080 194 65 72 69 4.44
2008 Darius Reynaud West Virginia 5092 201 78 68 69
2005 Kay-Jay Harris West Virginia 6003 241 69 67 69 7.80
2003 Santonio Beard Alabama 5115 222 67 70 69 7.36
2003 LaBrandon Toefield LSU 5107 233 65 67 69
2003 Sultan McCullough USC 5113 202 75 60 69
2025 Trevor Etienne Georgia 5086 198 74 62 68 6.95
2022 Jerrion Ealy Ole Miss 5081 189 74 65 68 6.39
2021 Pooka Williams Jr. Kansas 5085 175 79 64 68
2020 J.J. Taylor Arizona 5052 185 74 61 68 4.98
2019 Myles Gaskin Washington 5092 205 68 72 68 6.43
2018 Jaylen Samuels NC State 5114 225 71 69 68
2017 James Conner Pittsburgh 6014 233 57 77 68 5.06
2016 D.J. Foster Arizona St. 5102 193 82 62 68 6.91
2015 John Crockett North Dakota St. 5116 217 76 55 68 8.45
2015 Trey Williams Texas A&M 5074 195 77 55 68 6.56
2014 Marion Grice Arizona St. 6000 208 57 76 68 3.61
2013 Rex Burkhead Nebraska 5102 214 59 68 68 7.91
2012 Terrance Ganaway Baylor 5114 239 57 73 68 6.89
2011 Bilal Powell Louisville 5104 207 82 58 68 8.12
2011 Vai Taua Nevada 5094 213 53 77 68 3.75
2010 Chris Brown Oklahoma 5103 210 69 63 68
2008 Ryan Torain Arizona St. 6003 222 55 74 68 7.56
2007 Ronnie McGill North Carolina 5107 213 68 63 68
2025 Donovan Edwards Michigan 5113 205 92 54 67 9.78
2025 Woody Marks USC 5101 207 72 61 67
2022 Dameon Pierce Florida 5095 218 63 67 67 7.22
2022 Kennedy Brooks Oklahoma 5105 209 66 70 67 6.34
2021 Kylin Hill Mississippi St. 5104 214 63 71 67 7.75
2021 Khalil Herbert Virginia Tech 5087 210 69 67 67 6.51
2021 Jermar Jefferson Oregon St. 5101 206 59 70 67 2.65
2020 Lamical Perine Florida 5106 216 69 63 67
2020 Michael Warren II Cincinnati 5091 226 72 65 67
2019 Alex Barnes Kansas St. 6003 226 76 63 67 9.82
2019 Karan Higdon Michigan 5091 206 79 65 67 8.34
2019 Tony Pollard Memphis 5115 210 66 64 67 7.61
2018 Mark Walton Miami (FL) 5095 202 63 69 67 5.26
2017 T.J. Logan North Carolina 5094 196 84 56 67 8.07
2015 Malcolm Brown Texas 5113 224 69 58 67 7.38
2014 Damien Williams Oklahoma 5112 222 75 66 67 8.55
2014 Kapri Bibbs Colorado St. 5093 212 58 76 67 2.21
2013 Montel Harris Temple 5082 208 59 67 67 4.42
2011 Jacquizz Rodgers Oregon St. 5057 196 52 75 67 0.92
2008 Xavier Omon Northwest Missouri St. 5106 228 67 58 67 6.80
2008 Marcus Thomas UTEP 6002 213 61 68 67 6.23
2008 Mike Hart Michigan 5087 206 56 74 67 4.03
2008 Calvin Dawson Louisiana-Monroe 5084 199 73 61 67
2006 Mike Bell Arizona 6002 221 69 64 67 6.81
2006 Cory Ross Nebraska 5062 201 71 63 67 3.47
2005 Ray Hudson Alabama 5096 192 76 64 67
2004 Adimchinobi Echemandu California 5106 226 65 68 67
2025 Kyle Monangai Rutgers 5082 211 66 63 66 4.01
2025 LeQuint Allen Syracuse 6001 204 66 60 66
2024 Kendall Milton Georgia 6014 225 71 69 66 8.12
2020 Rico Dowdle South Carolina 5112 213 88 55 66 8.65
2019 Benny Snell Kentucky 5103 224 63 69 66 4.08
2016 Keith Marshall Georgia 5113 219 83 55 66 9.64
2014 Isaiah Crowell Alabama St. 5110 224 72 57 66 7.45
2013 Stefphon Jefferson Nevada 5104 213 58 71 66 3.53
2012 Cyrus Gray Texas A&M 5103 206 69 64 66 6.36
2011 Damien Berry Miami (FL) 5102 211 72 61 66 8.22
2011 Darren Evans Virginia Tech 6000 227 63 63 66 6.30
2010 Shawnbrey McNeal SMU 5091 194 73 61 66 2.39
2009 Cedric Peerman Virginia 5094 216 80 53 66 9.30
2009 Andre Brown NC State 6001 224 67 61 66 8.49
2009 Glen Coffee Alabama 6001 209 58 62 66 6.51
2007 Darius Walker Notre Dame 5100 206 63 68 66 6.69
2006 P.J. Daniels Georgia Tech 5101 214 63 64 66 6.40
2005 Brandon Jacobs Southern Illinois 6042 267 60 63 66 6.14
2005 Cedric Houston Tennessee 5106 225 62 63 66 6.02
2004 Derrick Knight Boston College 5086 209 51 72 66 0.90

I count 13 successes: Jerome Ford, Kyren Williams, Devonta Freeman, Justin Forsett, James Conner, Rex Burkhead, Bilal Powell, Dameon Pierce, Tony Pollard, Mike Bell, Rico Dowdle, Isaiah Crowell, and Brandon Jacobs. While few, if any, were elite NFL RBs, they were or are at least average. They all also had production scores of 77 or worse. Conner got the 77. In fact of the sub-70 draft score RBs, only Jonathan Dwyer (78) had a higher production score.

From the data set the odds of finding a winner are fairly low 13 out of 107 is 12%, but for day 3 picks that is a decent success rate. Sadly, many of these RBs were day 1 or day 2 picks.

The Busts

Of the 21 guys who got a draft score of 87 or better, I only count four busts: Trent Richardson, LaMichael James, Tre Mason, and Garett Wolfe. While some might call Leonard Fournette a bust since he was the 4th overall pick, he did finish his NFL career with almost 7000 yards from scrimmage. So I don’t consider him a bust, but you may. 17 “wins” out of 21 picks is a pretty good success rate, but remember almost all were considered can’t miss RBs when they were picked. Almost all were drafted fairly highly (see below).

Running Back Drafted
Reggie Bush 2
Bijan Robinson 8
Jonathan Taylor 41
Saquon Barkley 2
Christian McCaffrey 8
Travis Etienne 25
DeAngelo Williams 27
Trent Richardson 4
Chris Johnson 24
Breece Hall 36
J.K. Dobbins 55
LaMichael James 61
Melvin Gordon 15
Willis McGahee 23
Leonard Fournette 4
Darren McFadden 4
Larry Johnson 27
Najee Harris 24
Derrick Henry 45
Tre Mason 75
Garrett Wolfe 93

It would appear now that Ashton Jeanty is going to be a top 10 pick - possibly a top 3 pick. So he is out for the Broncos (unless we sacrifice the whole draft to get him), but of the rest of the 2025 RBs (DRAFTIQ data shown below), which one (or two) do you want the Broncos to get? CBS Sports has a very different view than NFL/AWS with Skattebo ranked as the 11th best RB in the draft, instead of the 2nd.

NFL/AWS DraftIQ - sorted by draft score

CBS Sports - sorted by their ranking

Does it make sense to take a super-athletic guy like Donovan Edwards on day 3 even though he was not very “productive” while at Michigan? Or would you rather the Broncos target a bruiser who has shown he can be the bellcow back like Ollie Gordon? Gordon had more touches in two seasons than Edwards had in three. It’s highly possible that both could be available on day 3. Edwards could also go undrafted. CBS has him as the 24th ranked RB. LeQuint Allen, from Syracuse, is the second least productive RB in this draft and he still was a much bigger cog in the Orange offense in his two seasons as a starter than Edwards ever was in Ann Arbor.

I wouldn’t be surprised at all if the Chargers take Edwards on day 3 to reunite him with Harbaugh. Edwards was always RB2 behind Blake Corum (83rd pick in 2024) until last season when he was RB2 to Kalel Mullings, who is a converted linebacker, where he played in his first three seasons in Ann Arbor.

Or do you want the Broncos to get the speedy Bhayshul Tuten whose blazing 4.32 40 was one of the fastest for a RB at the combine ever. Of course his 40.5” vertical is also quite impressive. There are two other RBs in this draft that ran sub 4.4 - Jaydon Blue from Texas and Brashard Smith from SMU (4.38 and 4.39), so the Broncos could get a “home-run threat” even if they miss on Tuten.

This draft is deep with RB talent. Let’s just hope the Broncos get a RB who is more like Clinton Portis or Terrell Davis and less like Knowshon Moreno or Monte Ball.