Deneric Prince, Jahmyr Gibbs Lead 2023 Speed Scores

Tulsa Golden Hurricane RB Deneric Prince
Tulsa Golden Hurricane RB Deneric Prince
Photo: USA Today Sports Images

NFL Draft - Fewer running backs than usual ran at this year's scouting combine—only 15 took the field to have their 40-yard dash officially recorded. We had 27 a year ago, and the only other occasion with fewer than 20 entries in our database was back in 2003, the beginning of official combine data. Injuries and reluctance thinned the field somewhat, meaning we have fewer backs than normal to talk about in terms of Speed Score. Most of the backs who did run avoided making too much of a mess of things, though there are a couple players who may have slid from Day 2 to Day 3 after appearing more sluggish than advertised. Let's get into the details!

Created by Bill Barnwell and introduced in Pro Football Prospectus and ESPN Insider back in 2008, Speed Score is one of Football Outsiders' metrics for evaluating running back prospects. It's built on the simple idea that smaller backs tend to run faster than larger backs, so we should be more impressed by a 4.5s 40-yard dash from a 220-pound back than the same clock reading from a 170-pound back. As such, Speed Score incorporates a back's official time in the 40-yard dash with his weight to produce a measure of his speed given his size using this formula:

(Weight * 200)/(40 time^4)

The average running back who makes it to the NFL will have a Speed Score around 100.0, with most prospects at the position falling between 85.0 and 110.0.

Speed Score measures speed in the context of strength and power. It doesn't measure agility, receiving ability, or any of the other aspects related to the position. It does not claim that a larger player with a higher 40 time is somehow faster than a smaller player with a lower 40 time thanks to the power of exponentiation. Speed Score is useful because it's beneficial for a running back to be both fast and large.

Speed Score has a higher correlation with yards, carries, and DYAR than 40-yard times alone, making it a better way to contextualize the performances at the Underwear Olympics and a better tool for finding valuable players later in the draft. It's also a part of our BackCAST projections, which combine these numbers with college production and will come out later this offseason.

Last year, your Speed Score leaders were Isiah Pacheco (118.5), Breece Hall (116.9), and Kenny Walker (114.7). Pacheco and Walker ended up with Offensive Rookie of the Year votes, and Hall was well on his way to doing the same before his midseason injury—not a bad list of players to have in your top three. There were no Pachecos or Halls this year, though; no one really shattering any records on their way to the top.

Let's start with the Speed Score table, and then discuss the notable names and numbers on it.

2023 Speed Scores
Player School Weight 40 Time Speed Score
Deneric Prince Tulsa 216 4.41 114.2
Jahmyr Gibbs Alabama 199 4.36 110.1
Bijan Robinson Texas 215 4.46 108.7
Chase Brown Illinois 209 4.43 108.5
Devon Achane Texas A&M 188 4.32 108.0
Tiyon Evans Louisville 225 4.52 107.8
Evan Hull Northwestern 209 4.47 104.7
Zach Charbonnet UCLA 214 4.53 101.6
Roschon Johnson Texas 219 4.55 99.5
Keaton Mitchell East Carolina 179 4.37 98.2
Tank Bigsby Auburn 210 4.56 97.1
Cam Peoples Appalachian State 217 4.61 96.1
Tavion Thomas Utah 237 4.75 93.1
Kenny McIntosh Georgia 204 4.62 89.6
SaRoderick Thompson Texas Tech 207 4.67 87.0

Did not run: Israel Abanikanda, Travis Dye, Zach Evans, Eric Gray, Mohamed Ibrahim, Hunter Luepke, DeWayne McBride, Kendre Miller, Chris Rodriguez, Tyjae Spears, Sean Tucker, Deuce Vaughn

Top Performers

Breaking a Speed Score of 110.0 is an important milestone; it gets you into some rarified air. Only 81 of the 620 running backs to do a 40-yard dash at the combine since they went to electronic timing in 1999 have hit 110.0, and about 35% of them have gone on to have successful NFL careers. That doesn't sound like a huge number, but only 14% of all running backs to show up at the combine manage 2,500 yards in their first five seasons, so we're talking being two or three times as likely to succeed once you enter this sort of range.

Your Speed Score winner this year is Tulsa's Deneric Prince, with a 118.5 (4.37 at 216 pounds)

Prince may have just run himself into a job. Before the combine, the NFL's scouting reports called him a candidate for the bottom of a roster or the practice squad. They praised his size and power but questioned his vision and said he had a below-average burst. A 4.41s 40 doesn't exactly scream "below average," especially for a six-foot-tall bowling ball such as Prince. Prince also scored highly on some of the other athletic drills, hitting a broad jump of 10-foot-4. At his size, those are some off-the-charts athletic numbers. Don't expect him to become this year's Pacheco and threaten the top of the rookie leaderboards or anything in 2023; Prince topped out at 729 yards as a senior for Tulsa. But he's hard to bring down when he gets a full head of steam going, and Sunday's performance is going to get people to go back and give him a second look. This builds off of a solid if not standout Shrine Bowl performance; he's certainly trending upwards through the process. It might be the difference between hearing his name called in April and wading through the UDFA waters, and from there, who knows? Bowling balls still have a role to play in the NFL; Prince could carve himself out a solid career as a power back if he can translate these numbers into on-field production.

But if Prince is trying to play himself into the draft, the man he finished just ahead of is trying to play himself into the first round.

Alabama's Jahmyr Gibbs is the consensus second back on the draft board behind Texas' Bijan Robinson. At the combine, however, Gibbs was a full tenth of a second faster than Robinson, finishing second behind Devon Achane by running a 4.36. That's a great number for Gibbs, who is going to live and die by his speed and hands. At under 200 pounds, he's not a between-the-tackles runner. Instead, he wants to be the next Alvin Kamara or Christian McCaffrey, widening the field and being a mismatch in the passing game. Well, McCaffrey and Kamara had OK Speed Scores—100.3 and 99.0, respectively. Those were solid results, and their performance in drills and the passing game was enough to get them drafted relatively highly. Gibbs clocks in at 110.1, significantly above either of his self-chosen comparisons. His size is still a concern; only a dozen backs under 200 pounds have had 150 touches since 2017. That might keep Gibbs away from bell-cow status, but his ability to take the ball to the house anytime he touches it should be catnip to the more creative offensive coordinators in the league. Maybe he does sneak into the back of the first round for an Andy Reid type and becomes the NFL's next matchup nightmare.

The Arian Foster and Ahmad Bradshaw Devin Singletary Lines

Speed Score doesn't guarantee anything, of course, but the higher your score, the better the career you generally have. You can see the production of backs fall off as Speed Score drops off in this table:

One of the better uses of Speed Score, I think, is as a negative indicator. You can run fast and still not succeed at actually playing football; you may be a track star in pads. But if you can't run well in jockey shorts, the odds that you'll transition into a successful running back in the pros drop dramatically.

There are a pair of "lines" we like to track—floors for production. Arian Foster is one of them; he had a Speed Score of just 94.2, but still topped 5,000 yards in his first five years. He's the "1.1%" on the chart—the only running back with a Speed Score under 100.0 who managed to average a thousand yards a season for five years. He's the only player since electronic timing was introduced to have a below-average Speed Score and still develop into a superstar. Only five backs ended up below the Foster line, and most of them were borderline prospects anyway. It sort of confirmed Tavion Thomas and SaRoderick Thompson as undraftable prospects; they needed to do something special and turn heads just to get picked in April, and they didn't do that.

The other line we have historically tracked is the Ahmad Bradshaw Line. Bradshaw had a Speed Score of 87.7 back in 2007. Until recently, he was the lowest-scoring back to hit 2,500 rushing yards in his first five seasons, and one of only two to hit 1,000. But we're going to have to slide that line down a tad because Devin Singletary has already hit those marks. Singletary's Speed Score of 86.1 (a 4.66s 40 at 203 pounds) was part of a terrible day at the combine in all the drills. He's now the shining light in the darkness; the hope for players with awful days that they can still make an impact in the NFL. The point stands, however—if you're being compared to the Bradshaws and Singletarys of the world, your chances of a successful NFL career rapidly approach zero.

Only Thompson fell below the Singletary line this year, and he was already a borderline candidate. Instead, the worst performance by a player who may be be drafted goes to Georgia's Kenny McIntosh. There were already concerns about his elusiveness and vision, and now he was downright slow—a 4.62s 40 at 204 pounds is just not going to cut it. Maybe it gets him a job with the Rams—Los Angeles used both Ronnie Rivers and Kyren Williams last season, both of whom were under 200 pounds and a 40 of 4.6X seconds. These aren't the kind of names McIntosh was hoping to be compared to, however; he was trying to crack Day 2 and the top 100 picks, but his stock is going to drop down significantly after his run.

Other Big Prospects and Standout Performances

Bijan Robinson didn't get headlines in the 40, but he doesn't need them. He didn't quite crack the 110.0 barrier, but his Speed Score of 108.7 is certainly not going to scare anyone away. It would have been great to see him be a tad faster, but there was some talk before the combine that he was just hoping to beat a 4.5, so a 4.46 is more than fine. Robinson's athletic numbers don't quite match his production on the field, but that's just because he had insane production numbers. He would have had to have a truly disastrous combine to hurt his stock, so he'll take his 40 to the bank.

Texas A&M's Devon Achane had the quickest 40 at 4.32 seconds; he's just 188 pounds but is fast enough that he likely secured his status as a second-day pick despite his small stature. It's also worth keeping an eye on Northwestern's Evan Hull, who turned some heads with an unexpected 4.47 and a Speed Score of 104.7; he was projected as a UDFA, but that speed coupled with his route-running skills may be worth a second look.

Really, the theme of the day was fine performances; most players didn't hurt their status much in the 40. Illinois' Chase Brown and Louisville's Tiyon Evans are projected Day 3 picks and both put up good Speed Scores—probably not good enough to knock them into Day 2, but it should make sure they do in fact get drafted. UCLA's Zach Charbonnet would have liked to run a sub-4.5 40, but his average acceleration was already more-or-less priced in to his projection as the third-best back in the draft; his size, blocking ability, and pass-catching skills are his main selling points, and an average 40 isn't going to destroy him.

It's more interesting that so few players ran the 40. Some people had injury reasonings—DeWayne McBride wasn't going to touch the field as he recovers from an injured hamstring, for example—but Eric Gray, Mo Ibrahim, Tyjae Spears, and Deuce Vaughn were doing the other drills, just not taking part in the 40. We'll have to wait and see if this is a one-year blip, or if skipping the 40 at the combine starts being a regular occurrence.


28 comments, Last at 10 Mar 2023, 11:10pm

#1 by Aaron Brooks G… // Mar 06, 2023 - 9:00am

Most of the backs who did run avoided making too much of a mess of things, though there are a couple players who may have slid from Day 2 to Day 3 after appearing more sluggish than advertised.

Given how RBs are increasingly treated like dog shit as far as rostering and contracts go, and there is little to be gained from the underwear Olympics, I wonder if RBs will just start bypassing it entirely.

Points: 2

#7 by Rufus R. Jones // Mar 06, 2023 - 10:19am

They'll keep coming. And some teams will keep overdrafting them.

Points: 2

#10 by rh1no // Mar 06, 2023 - 10:27am

RBs don't have the same leverage as QBs, so they can't afford to skip the combine. For every guy from a tip-tier school with a good highlight reel who skips, there will be 10 guys from a mid-major with prototypical size and speed looking for the opportunity to prove themselves.

So if the prevailing wisdom is that RBs are largely replaceable assets, why not take the guy who is willing to show up and jump through hoops for you over the marginally-better guy who either thinks he's too good for the workout or has something to hide by running the 40?

Points: 3

#11 by IlluminatusUIUC // Mar 06, 2023 - 10:51am

there is little to be gained from the underwear Olympics

Over-performing your tape with eye-popping measurables is definitely a way to improve your draft stock. It can hurt it too, obviously, but since being drafted is the best way to stick on a roster, its critical to get that bump up a round or from UDFA into Day 3.

Points: 2

#14 by Run dmc // Mar 06, 2023 - 11:29am

I believe the NFL minimum salary is $660,000 ... so dog shit appears to a highly relative term.

Points: 1

#16 by Aaron Brooks G… // Mar 06, 2023 - 11:47am

Given the long unpaid apprenticeship along the way and the orthopedic risks -- most players are physically shot by the time they are 30 -- it's not all that dissimilar in risk/reward from being a mercenary.

(150-300k/yr, ish.)

Points: 3

#19 by Run dmc // Mar 06, 2023 - 3:58pm

And the women, prestige, lifetime earning potential same also?

Points: 3

#20 by BigRichie // Mar 06, 2023 - 4:12pm

Players are not physically shot by age 30. That's among the most mythical of urban myths.

Look at how well the Hall of Famers move come Canton time. And bear in mind those guys became Hall of Famers by playing way longer than all other players.

Even for CTE Slate pretty much proved that NFL players are under no greater risk than the general US population. (increased risk of impact-related CTE counterbalanced [pretty much ever since Mike Webster] by the monitoring done during career and the superb post-career medical coverage) 

Points: 1

#2 by Aaron Brooks G… // Mar 06, 2023 - 9:03am

They praised his size and power but questioned his vision

I'm curious if there are drills which exercise/measure "vision".

Points: 2

#25 by LionInAZ // Mar 09, 2023 - 10:25pm

There is tape that can show if a runner can find holes or evade would-be tacklers from the side.

Points: -1

#3 by Jayb1 // Mar 06, 2023 - 9:50am

So did Anthony Richardson just obliterate everyone in this?

Points: 0

#4 by Ben // Mar 06, 2023 - 9:55am

I know it’s a RB metric, but I was curious too how his number (126.7, using 244 lbs and 4.43s 40) would compare historically to other RBs. 

Points: 0

#5 by ChrisLong // Mar 06, 2023 - 10:05am

He would be tied for second fastest speed score ever, I think. Found this list of top speed scores ever in speed score 2020 (Jonathan Taylor's year): 

Year   Name.       University.  Weight. 40 time.  Speed Score

2016  Keith Marshall.  Georgia. 219. 4.31 126.9

2011 Mario Fannin Auburn 231 4.37 126.7

2013 Knile Davis Arkansas 227 4.37 124.5

2018 Saquon Barkley Penn State 233 4.40 124.3

2010 Ben Tate Auburn 220 4.34 124.0

2005 Brandon Jacobs Southern Illinois 267 4.56 123.5

2004 Kevin Jones Virginia Tech 227 4.38 123.4

2009 Andre Brown North Carolina State 224 4.37 122.8

2009 Cedric Peerman Virginia 216 4.34 121.8

2020 Jonathan Taylor Wisconsin 226  4.39 121.7


Points: 0

#6 by Ben // Mar 06, 2023 - 10:10am

Looking at that list certainly adds credence to the idea that Speed Score is more of a negative indicator of who won’t make it than a positive one of who will have success in the NFL. 

Points: 0

#8 by Ben // Mar 06, 2023 - 10:20am

For fun, I calculated Adetomiwa Adebawore‘a score (282 lbs, 4.49s 40): 138.8

Add him to the short yardage package backfield  ASAP!

Points: 2

#17 by Aaron Brooks G… // Mar 06, 2023 - 11:50am

If I wanted a guy who looked like Hercules and caught like a statue of Hercules, I'd just resign Eric Ebron.

Points: 2

#21 by Bryan Knowles // Mar 06, 2023 - 5:11pm

At the very tippy top, you do start getting track stars who don't have the frame to hold up in the NFL.  Like, if Usain Bolt had skipped the Olympics and ran the 40 at the combine during his peak, he would have had a Speed Score over 130, but he's gangly and not built to take the punishment a running back takes.  I think that's the case with guys like Keith Marshall; he was a track star who played some football rather than vice versa.

There's a positive correlation between production and speed score all the way up to the top and it doesn't get better if you, say, cross out everyone over 120 or something.  But yeah, I'd be much more concerned about my team drafting someone with a bad speed score than happy they drafted someone with a good speed score, even if the track record of the 110+ club over the last few years has been very strong indeed.

Points: 1

#27 by rpwong // Mar 10, 2023 - 4:28pm

Looking at that list certainly adds credence to the idea that Speed Score is more of a negative indicator of who won’t make it than a positive one of who will have success in the NFL. 

Agreed. The top performers are basically the favourites at the starting line, but anything can happen once the competition begins.

Points: 0

#9 by Aaron Brooks G… // Mar 06, 2023 - 10:26am

It gets weird once you start adding in other positions.

Montez Sweat ran a 4.41 at 260 -- a SS of 137.5.

Rashan Gary would be 3rd on that list.

Dwight Freeney was a 132.

Micah Parsons and Amare Barno were 136.2.

Martez Wilson was a 131.

Vernon Davis was 136.8

Points: 2

#15 by Run dmc // Mar 06, 2023 - 11:31am

Calijah Kancey (281 / 4.67) scored a 118 (I believe that is correct). 

Points: 0

#24 by Vincent Verhei // Mar 07, 2023 - 2:20am

I broke this down on Twitter. Richardson's Speed Score of 125.6 is unofficially the second best ever for a QB behind RG3 (126.9) but ahead of Michael Vick (119.5), Justin Fields (115.8), and Cam Newton (114.7).

Points: 0

#13 by Alec B // Mar 06, 2023 - 11:08am

If those who don't participate are those who don't expect to do well, does it impact the averages for comparison? Basically do you reset the benchmark, or do you pull in other data to supplement missing scores for historical re-measurement?

Points: 0

#26 by LionInAZ // Mar 09, 2023 - 10:34pm

Some of them might expect to do well, but don't want a bad mark in one uncontrolled situation to hurt them. Translation: they'd rather be judged by hype (and subjective game tape analysis). 

All of this is blabber because they're all going to be involved in plays outside their control their whole career.

Points: -1

#18 by ImNewAroundThe… // Mar 06, 2023 - 11:50am

No matter the hype Bijan gets, I'd rather spend a 1st on any other (non ST) position. He's good no doubt but I can get someone heavier that ran faster, 6 rounds later? Yeah not as good of an overall prospect but give me that discount, I dont need a 5YO on a RB anyway.

Points: 1

#22 by Theo // Mar 06, 2023 - 8:34pm

some off-the-charts athletic numbers

Just like his intangibles!

Points: 1

#28 by Raiderjoe // Mar 10, 2023 - 11:10pm

jahmyr gibbs iwll be good. woudl draft 2nd rolund 2023 fnatasy drafst. Loins, vikings, titans possible temsa to darft him

Points: 0

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