NFL News & Analysis

Premium Content Sign Up

NFL Week 4 Quarterback Rankings

Landover, Maryland, USA; Philadelphia Eagles quarterback Jalen Hurts (1) attempts a pass against the Washington Commanders during the first half at FedExField. Mandatory Credit: Brad Mills-USA TODAY Sports

  • New No. 1: Philadelphia Eagles QB Jalen Hurts moves up a spot to No. 1 in the rankings, combining the best PFF grading and advanced stats efficiency.
  • Jackson ascending: Baltimore Ravens QB Lamar Jackson jumps from fifth to second in the rankings after another strong outing for grading and efficiency.
  • Allen falters slightly: Buffalo Bills QB Josh Allen’s weaker grade (five turnover-worthy plays) drops his ranking from first to fifth.
Estimated reading time: 3 minutes

For these rankings, I utilize a statistical technique called Bayesian Updating to solve the sample size issues. It is a method PFF has used many times in the past, notably when we looked at a number of different draft classes and why the New York Jets needed to draft a quarterback in 2021.

With Bayesian Updating, we can use the dynamics of the historical quarterback market and individual results to project their PFF grades and expected points added (EPA) per play. Even in a single season, there can be drastic differences in sample sizes for quarterbacks. This means that comparing unadjusted rate stats side by side can give too much credit to those who aren’t a big part of their offense and too little credit for those who dominate as their team's No. 1.

You can find details of how Bayesian Updating is implemented here, including a primer on how we build a posterior belief (or projection) based on historical quarterback results and then update the beliefs (projections) for each quarterback with their actual NFL results on a play-by-play basis.

Click here to sign up and try PFF+ for free!


Before I dive straight into the PFF analytical quarterback rankings, I’ve provided some visualizations to give proper context to how these quarterbacks performed in PFF grade and EPA per play and some important data splits that show the potential for regression moving forward.

Lamar Jackson has the best PFF offensive grade while Tua Tagovailoa posted the best efficiency in terms of EPA per play. Quarterbacks whose efficiency most exceeded our grading were Tagovailoa, Patrick Mahomes and Trevor Lawrence. On the flip side, Davis Mills and Mitchell Trubisky have graded much better than their expected points-based efficiency.


Unlimited Fantasy League Sync
Fantasy Start/Sit Line-Up Optimizer & Waiver Wire
WR-CB & OL-DL Matchups, PFF Player Grades, & Premium Stats 2.0 Tools
Nathan Jahnkes Rankings - #1 Most Accurate Last 70 Weeks
PFF Best Bets, Player Props, & Power Ranking Tools
NFL Mock Draft Sim with Trades & Draft Grades

Already have a subscription? Log In


Unlock the 2023 Fantasy Draft Kit, with League Sync, Live Draft Assistant, PFF Grades & Data Platform that powers all 32 Pro Teams

$31 Draft Kit Fee + $8.99/mo
$89.88/yr + FREE Draft Kit