News & Analysis

Premium Content Sign Up

Using historical comps to value top free agent interior defenders, led by Leonard Williams and Dalvin Tomlinson

Jan 3, 2021; East Rutherford, NJ, USA; Dallas Cowboys quarterback Andy Dalton (14) is sacked by New York Giants nose tackle Dalvin Tomlinson (94) in the first half at MetLife Stadium. Mandatory Credit: Robert Deutsch-USA TODAY Sports

Super Bowl 55 is in the books, and the offseason is in full swing for all 32 NFL teams and football pundits. We at PFF are also getting into the action with the launch of our 2021 Draft Guide and Free Agency Rankings tool, which allows you to sort by position and team needs and includes contract projections from Over the Cap as well as historical grades and wins above replacement (WAR) numbers for the past three seasons. 

This article is part of a series going through our top-ranked free agents (excluding QBs) by position group, using their past stats to match them with historical players. We started with one of the strongest free agent wide receiver classes ever, and this article turns to free agent interior defenders.

Once we have a sample of similar players, we can see how those similar players performed in subsequent seasons to get an idea of the current player’s range of outcomes. I’ll also include any potential bargain free agents who aren’t at the top of our rankings but look better than expected in WAR projections.

Know tomorrow, today. Western Southern Financial Group.
Sponsor

This system is similar to FiveThirtyEight’s CARMELO NBA player projections, except that it is applied to football and uses PFF’s WAR metric as the proxy for player value.

Buying wins in free agency is an expensive proposition, but the value of each incremental win for a playoff-caliber team cannot be understated. This year, teams are going to have tough decisions on how to spend that money.

METHODOLOGY

For each of the interior defenders below, the closest comparable players were found by measuring the similarity between them based on several features — age (within one year), weight, WAR, previous-year WAR, WAR per snap, alignment and PFF pass-rush and run-defense grades.

The most similar players across these metrics are grouped together to calculate the expected WAR numbers for 2020 and 2021, with the weight of each comp reflecting the level of similarity. I didn’t use the same number of comps for all players, as it is more difficult to find a wide range of comparable seasons for older players.

The first plot shows the relevant WAR numbers for each of the interior defender’s closest comps. The next displays past and future performance for the free agent based on the comps. And the final table shows the dollar values based on positional WAR baselines for each outcome (expected, ceiling and floor) through 2022.

I decided to restrict the forecasts to the next two years to maximize the number of comparable players we have in the dataset, reduce error for longer forecasts and reflect the fact that all but the top-tier free agent contracts in the NFL are glorified two-year deals that give teams the option to continue.

No. 19: Leonard Williams

Subscribe to PFF Edge to continue reading

Already have a subscription? Sign In

Know tomorrow, today. Western Southern Financial Group.
Sponsor

NFL Featured Tools

  • 250+ three-page scouting profiles - advanced stats, 3-year grades, player comps, combine data and Senior Bowl grades - for the 2021 draft class.

    Available with

    Edge
  • PFF's Big Board for the 2021 NFL Draft offers three-year player grades, combine measurables, position rankings, and in-depth player analysis for all of the top draft prospects.

    Available with

    Edge
  • PFF's exclusive metrics provide matchup previews, position rankings, grades, and snap counts.

    Available with

    Edge
  • Our exclusive database, featuring the most in-depth collection of NFL player performance data.

    Available with

    Elite
Pro Subscriptions

Unlock NFL Player Grades, Fantasy & NFL Draft

$9.99 / mo
$39.99 / yr

Unlock Premium Stats, PFF Greenline & DFS

$34.99 / mo
$199.99 / yr