Pro Football History.com Blog
August 15th, 2026
NFL totals are hard to make since scoring in the NFL is not based on just offense. Averages of matchups can be pushed off points-per-game with tempo, play calling and game script. In addition to seeing how teams score efficiently, bettors who are studying NFL lines should also be looking for how teams break the possession.
PROE can show a bettor which passing direction is expected after the situation is taken into account before they pick an Over or Under, or check the current NFL lines before they are updated. It is used in conjunction with pace to provide a "faster" insight into the flow of a game than an average.
What exactly is PROE?
PROE does not stand for Pace and Run over Expectation; it is a term that describes the Pass Rate OVER the Expectation. Use the standard definition for establish, as are The Run and nflfastR. nflfastR attempts to give an expected probability of a dropback (xpass) for each offensive play based on down, distance, time remaining, field position and score differential. Scrambles are considered called passes.
The PROE of a team is the difference between their actual pass rate and their anticipated pass rate. The PROE for an offense, which lost on 61% of its plays while the model predicted it would lose on 57%, is four points positive. Positive PROE: More passes than expected are thrown; Negative PROE: More runs than expected are thrown. In NFL betting analytics, pace is not a part of PROE, but rather an umbrella term.
Component 1: Offensive Pace
Pace is the speed at which the offense runs. Analysts can be using seconds per play, play-clock usage or plays per minute. Neutral pace is important to use because averages can be distorted by two-minute drills and blowouts. A team that is snapping with 15 seconds to play left in the clock has more opportunity to get another play off than a team that is waiting to snap repeatedly when it has only five seconds to play. The speed of games can create additional drives and scoring opportunities; slow attacks can reduce possession count.
Component 2: Run Over Expectation (ROE)
Passing side play calling tendency is expressed by PROE. If it is a positive reading, the offense is occurring at a higher rate than it would on an average team under the same conditions, a negative reading indicates more rushing.
The opposite is “run over expectation.” The run-pass ratio can be a false gauge of philosophy, as teams behind can pass more. PROE is a more informative measure than raw pass rate as it takes into account the game environment.
Changes to the clock dynamic go through passing. The game clock cannot be stopped by an incomplete pass, but many runs in bounds will continue the game clock. More passing will allow more snaps, but completions, sacks, scrambles and boundary plays are all going to make that relationship tricky if not complicated.
The link: how PROE directly impacts Over/Under betting
With NFL totals betting, Over environments can be swift and offer a positive PROE. Both teams make plays effectively and pass frequently based on the situation. That could be more stoppages, more possessions, more explosive-play opportunities.
The inverse can be used for an Under with a very negative PROE and slow pace. If both offenses are active for more than expected and are taking up play time, they can lose possession in the match.
Let's look at two possible teams that have positive PROE scores but are tied for first in the league in adjusted pace. They will have good match-up potential for shootouts due to their ability to keep the ball out of their own hands and get the ball up and into the air. While it does not always result in an Over, it does mean that bettors are forced to consider a low total.
Establish The Run provides PROE data, nflfastR-based analysis and nfelo provides pace reports. A cleaner way is to have separate pace and PROE columns.
How to apply PROE to your weekly NFL betting strategy
Use the total on the board as a starting point. Second, write down each team's PROE and a neutral or adjusted pace measure. Third, determine if it is a fast versus fast, fast versus slow, pass-heavy versus run-heavy or mixed matchup.
After which, compare that with the sportsbook number. A low total on two quick positive-PROE offenses warrants investigation. If the two teams are slow and both are negative PROE, then it should trigger the opposite question. It's not about mechanical betting, but uncovering discrepancies that warrant further investigation.
Consider the neutral script or context adjusted samples to be important. Establish The Run, for instance, with a neutral PROE view that takes out spikes, kneels, last two minutes of each half, blowouts and unusual plays. Large leads and chasing points make for different behaviors.
Look for changes in recent history. Changes in personnel, quarterback moves, coaching changes and offensive-line woes can make trends go stale in the season. Sharp NFL betting analysis considers PROE to be a measure of intent, and not of identity.
Context is key: PROE is a tool, not a magic bullet
You should not count on one statistic when it comes to no over under betting strategy. Defensive efficiency, such as DVOA or EPA, is important as the more possessions you have, the more you need to convert. Red-zone performance will be used to determine if a touchdown will be awarded or a field goal will be allowed. Quarterback and line injuries may have an impact on efficiency and play selection. Wind, precipitation and extreme temperatures can affect passing and kicking.
It's not just about the market context, either. These factors are studied by sportsbooks and the advanced bettor, and a very apparent pace-and-PROE matchup might already have been factored into the total. The edge is that you can determine if the adjustment is adequate or not.
The value of PROE is a diagnosis. The pass is one of the things that gets removed from the game-script noise, and it demonstrates the intensity with which an offense selects the pass vs. what is expected. Pace is a measure of how fast that offense gets its next snap. These far more sophisticated NFL statistics give a more realistic estimate of play volume and game texture.
Using football analytics to place an NFL totals bet is as simple as: begin with the market number, test it against pace and PROE, and then layer in efficiency, injury, and matchup factors and weather. In NFL analysis, the PROE stat isn't going to determine the final score. It can reveal when underlying assumptions under a point total should be looked at more carefully.
By Stephen Juza,
August 9th, 2026
After a long offseason, the season opener is just a few short weeks away. In one month, the New England Patriots will travel West to take on the Seattle Seahawks in a rematch of February’s Super Bowl. Undoubtedly there are countless storylines with the upcoming season which we will have several articles to cover. But in today’s article, we will be covering our 2026 season predictions using our Elo model that we wrote about a few months ago.
Elo rankings are a way to capture how strong a team represents at that point in time. Realistically, the higher Elo ranking will win the majority of the time, but the NFL season offers many challenges not captured by traditional Elo rankings (most commonly used in chess). Among them, home field advantage, injuries, and an offseason that effectively resets the team’s roster. While top teams typically will continue to be at the top due to continuity with All-Pro players and coaching staffs, we do regress teams a bit to the average at the start of the season.
For today’s article, we simulated the entire season using the Elo ranking each team will have entering the 2026 season, and updating it each week based on the simulated outcomes. For example, if a team wins in the simulated game, their Elo will increase the next week. If they lose, their Elo will decrease. Over the course of the season, the strongest (simulated) teams will rise to the top. We will go in depth with each division in the coming weeks, but for today, we will cover the top league-wide predictions.
With the NFL season starting soon, there will be increased opportunities from a variety of websites such as betnow sportsbook to wager on a variety of NFL storylines all season long.
AFC Division Winners
Get ready to celebrate an AFC South title, Jacksonville. With a record of 13-4, our Elo model predicts that the Jaguars will not only win the AFC South, but finish with the best record in all of the NFL. Not only will they enter with the best record, but we have them entering the playoffs as one of the hottest teams across the NFL with six straight victories, including four divisional victories.
Among the other divisions, we predict that the Baltimore Ravens (12-5), New England Patriots (12-5), and the Kansas City Chiefs (10-7) will round out the division winners. While Baltimore will wrap up the division with a few weeks to go in the season, the Patriots will stumble into the playoffs with back-to-back losses and just barely edge out the Buffalo Bills. Speaking up limping into the playoffs, the Chiefs will just barely edge out the Broncos with both teams ending at 10-7 and the Chiefs ending with three straight losses.
NFC Division Winners
While the offseason was filled with memes about the potential of the Chicago Bears becoming the Gary Bears with their new stadium, here’s one thing that is not a joke. We predict that the Bears will not only win the NFC North for the second straight year, but be the top seed in the NFC with an 11-6 record. Wrapping up the top seed by finishing the 2026 season on a three-game win streak, it will give the voters a reason to award him the Coach of the Year honors that he barely missed out on last season.
While the Bears will edge out the Washington Commanders and the Carolina Panthers, both finishing the season at 10-7. The race for the NFC will be especially tight, as all four division winners finished within one game of each other, and with all wild card winners also finishing within one game of each other.
First Overall Pick
With the playoff field set, who will be playing for draft position as their season-long storyline? Coming in at a simulated 4-13, the Tennessee Titans will be drafting first overall for the second time in three years. While they will not be opening their new stadium as a winning squad, having several top picks should at least give the team a reason for optimism. Hopefully.
Rounding out the other teams in contention for the first overall pick will be the Cincinnati Bengals (5-12) and the New York Jets (5-11-1). These records bode poorly for head coaches Zac Taylor and Aaron Glenn who likely will not survive the season posting these records.
In the coming articles, we will recap each division's simulated season and how dominant storylines may shape the discourse over the course of the 2026 season.
August 2nd, 2026
The NFL has room for a quarterback chasing history, a defender turning mistakes into touchdowns and a franchise rising from a decade in the wilderness. The funny part is that every fan has a stat they trust too much, right up until the next Sunday gives them another one.
July is when NFL fans dig up numbers that looked harmless in January, then wonder whether they will still carry weight by Week 1. A receiver responsible for 44% of his team’s passing game or a quarterback closing on a six-season record can change a conversation fast. The league has always produced stats that sound made up; the best ones tell you what happened when games became serious.
Young Stars Already Chasing Impossible Benchmarks
Justin Herbert finished his sixth NFL season with 24,820 passing yards, second only to Peyton Manning’s 24,885 through the same stage. Herbert also had 163 touchdown passes, placing him fifth behind Dan Marino’s record of 196. That is proper company for a quarterback heading into year seven.
Jaxon Smith-Njigba led the league with 1,793 receiving yards in 2025 and accounted for 44.1% of Seattle’s receiving yardage. Bijan Robinson led the NFL with 2,298 scrimmage yards, taking his career total to 5,648. He had already passed Christian McCaffrey’s previous under-24 record of 5,443 during Week 17. The numbers give 2026 some interesting prospects!
One Number Changes a Whole Conversation
A total only gets interesting when you put it beside the rest of the team. Jaxon Smith-Njigba’s 1,793 receiving yards led the NFL, but his 44.1% share of Seattle’s receiving yardage says even more. Defenses knew where the ball was likely to go and still struggled to stop him.
Justin Herbert finished only 65 passing yards behind Peyton Manning’s record through six seasons, which turns a huge career total into a genuine near miss. Bijan Robinson had already passed Christian McCaffrey’s under-24 scrimmage-yard record before the season ended. Those comparisons give fans something concrete to argue about, because one big Sunday can rewrite a record book and one poor game can leave a player painfully close.
Training Camp Numbers Become Week 1 Decisions
Summer arguments turn into real NFL betting calls when a player’s 2025 total becomes a 2026 prop. Herbert’s passing pace and Smith-Njigba’s workload give fans a starting point, although the price and terms still decide whether a wager has any value.
Covers puts those questions beside practical checks Canadian fans need before opening weekend, with its guide to the best betting sites online. NFL odds sit beside prop projections, picks, injury news and weather, while the Canada betting material follows banking methods, payout speed and provincial access. Its withdrawal checks involve $10 test wagers, and payouts beyond 24 hours receive lower grades. That is useful once you have picked a side.
Rod Woodson Made Interceptions Look Like Offense
Rod Woodson returned 12 interceptions for touchdowns, still the NFL regular-season record. His first came in 1987; his last, a 98-yard return against Denver, came in 2002. The scoring plays covered eight seasons, three teams and 11 different quarterbacks.
Woodson’s pick-sixes totaled 633 yards, or 52.8 yards each, and his teams went 12-0 in those games. That removes any doubt about their value. An interception can be repaired; an interception that reaches the end zone changes the whole afternoon. Charles Woodson finished one behind him on 11, but Rod still owns the record.
Tampa Bay Turned a Lost Decade Into a Perfect Postseason
Tampa Bay went 59-101 in the 2010s and did not play a single postseason game. The Buccaneers won no division titles, finishing fourth in the NFC South with a 37% win percentage. There was no late-season surge hidden inside that decade.
Then the 2020 playoffs arrived. Tampa Bay won four games and took Super Bowl LV. The current decade has brought a 59-42 regular-season record, six playoff wins and four division titles. A bad run can last years, but this league can change a franchise’s story in four January games.
Don McCafferty Had the Smallest Win Total of Any Super Bowl Coach
Don McCafferty won 28 games as a head coach, the fewest by anyone who won a Super Bowl. That statistic would raise eyebrows before the first training-camp practice today, yet it misses the one season his Colts got every important call right.
Baltimore went 11-2-1 in 1970 and beat Dallas 16-13 in Super Bowl V. McCafferty’s Colts record was 22-10-1 across three seasons before he was fired in the middle of the 1972 season. One championship does not always create a long career, but it can leave a coach with a stranger legacy than a bigger win total ever could.
NFL Numbers Never Stay Simple
Herbert’s total tells you about a fast start; Smith-Njigba’s percentage tells you about an offense. Woodson’s 12 pick-sixes tell you what happens when one bad throw turns into points. Context is the bit that separates a good stat from a useful one.
Keep that in mind when the 2026 season begins. One figure can make a player look unstoppable, a team hopeless or a coach bigger than his career was. Put it beside the game around it, and you have an argument worth bringing back next Sunday.
July 30th, 2026
The 2026 NFL offseason has been one of the busier ones in recent memory, and if you stepped away for even a few weeks this spring, the league probably looks different than you remember. New quarterbacks, a thin draft class that still managed to shake up the top of the order, and a free agency window that moved fast. Here is where things stand heading into training camp. A New Face at No. 1
The biggest story of the whole offseason arrived in April, when the Las Vegas Raiders used the first overall pick on Indiana quarterback Fernando Mendoza. The reigning Heisman winner walked into one of the most-watched rookie situations in years, and he does so under new head coach [[coaches:2302]], who has his own rebuild to manage in the AFC West. Mendoza was widely expected to go first, but the rest of the quarterback board told a different story. Only one other passer, Alabama's Ty Simpson, went in the first round, landing with the Rams at No. 13 as the eventual successor to Matthew Stafford.
That scarcity says a lot about the 2026 class. Teams that needed a starter and missed on the draft had to look elsewhere, which is part of why free agency carried so much weight this year.
The Quarterback Carousel
Free agency opened on March 11, and the quarterback movement started almost immediately. Miami released Tua Tagovailoa, a decision that left the Dolphins carrying a record amount of dead money against the cap and reset their plans at the position. Geno Smith was traded back to the Jets to take over as their starter, a full-circle return to the team that drafted him. Malik Willis cashed in as the rare passer to land genuine starter money after two strong development years behind Jordan Love in Green Bay.
Then there are the veterans. Aaron Rodgers, still playing at 42, looks set to return to Pittsburgh rather than walk away. Daniel Jones, coming off a genuine breakout season in Indianapolis, is recovering from an Achilles tear suffered in Week 14, which puts his Week 1 availability in doubt and complicates more than one depth chart.
Add it up and a noticeable chunk of the league will open September with a different name under center than it had last season. For anyone who follows the NFL closely, that uncertainty is exactly what makes the early weeks so interesting, and so hard to read.
Why Early-Season NFL Lines Are Tricky
New quarterbacks, new coaches, and unproven rosters make the opening weeks of any NFL season notoriously difficult to handicap. Preseason projections lean heavily on last year's numbers, and last year's numbers do not account for a rookie like Mendoza adjusting to NFL speed or a veteran like Rodgers entering a new phase of his career. That is the window where current analysis matters most, and where most casual predictions fall short.
The problem is rarely a lack of opinions. The internet has no shortage of NFL picks. What is harder to find is analysis that actually explains its reasoning: why a spread looks soft, how a quarterback change shifts a total, what a matchup really means once you account for recent form rather than reputation. The better breakdowns pull from historical trends, weigh current team form, and factor in the specific variables of a given week instead of dressing up a hunch as expertise.
Finding Analysis That Shows Its Work
That standard is the real filter. Plenty of sites will tell you who to back in a given week; far fewer walk you through why. So where can you find free betting tips for all sports that actually bother with the reasoning? Transfermarkt offers exactly that, fresh tips every day, completely free of charge. Most fans know Transfermarkt as the global reference for football transfer data, but the US arm runs a separate section built around daily picks across the American leagues. The online betting picks powered by transfermarkt.us page covers NFL, NBA, MLB and NHL predictions, leaning on matchup data, odds movement and league-specific context rather than bare selections.
For NFL purposes, that context is the useful part this season. Previews break down spreads, moneylines and totals with player prop angles, which matters more than usual when half the league is still sorting out who its quarterback is. The coverage is not limited to the gridiron either. Football, soccer, basketball, and ice hockey are all featured, so NBA player props, MLB pitching-matchup lines and NHL puck lines sit alongside the NFL work, with college football and basketball filling out the rest. An odds comparison tool is built in for checking which book has the best number on a given pick.
What to Watch Before Week 1
None of the offseason questions get answered until the games start. Whether Mendoza looks ready in Las Vegas, whether Rodgers has another season in him, whether Daniel Jones is healthy enough to matter early, all of it stays theoretical through training camp and the preseason. That is the part that makes following the NFL worthwhile, and it is also why a bit of structured, current analysis beats a preseason gut take every time. Keep an eye on the depth charts and watch how the new quarterbacks handle live reps, and the early-season picture will start to clear up well before September kicks off.
July 26th, 2026
Defenses are taking center stage in the NFL, confusing quarterbacks and slowing down high-powered offenses. New tactical shifts, including disguised coverages and innovative pressure packages, are having measurable impacts on how games unfold. This season, both veterans and rising stars are being forced to adapt rapidly to the latest defensive trends.
This year, offenses are facing ongoing challenges due to evolving defensive schemes. The unpredictability created by modern defensive strategies, such as frequent use of two-high safety looks, post-snap rotations, and simulated pressures, often leaves quarterbacks searching for solutions, similar to the uncertainty some experience with megaway Slots at Zula Casino. The need to adapt quickly to these defensive adjustments highlights why understanding current NFL tactics matters for fans and analysts alike.
Emerging coverage trends create complex reads
Coordinators this season rely heavily on two-high safeties, challenging explosive passing plays and tempting offenses to settle for short gains. By disguising coverage pre-snap and spinning safeties after the snap, defenses make it difficult for quarterbacks to anticipate coverage leverage and timing.
Disguise is rarely just about confusion. Post-snap rotations and trap coverages can bait quarterbacks into risky throws. The use of simulated pressure, where fewer defenders rush but more show blitz, forces hurried reads. This trend decreases the effectiveness of standard protections and requires decisive, accurate quarterback decision-making under pressure.
Offenses adapt with timing, motion, and variation
To confront advanced coverage shells, offenses deploy more motion and formation shifts. These strategies aim to reveal coverage intentions while also creating better angles and mismatches for receivers. Offensive coordinators now prioritize quicker timing concepts and condensed route trees designed for faster releases.
Greater reliance on checkdowns, screens, and run-pass conflict plays is evident as teams aim to stress defenses horizontally. These battles unfold each week, with well-timed screens and quick throws counteracting simulated pressures. Consistent execution on early downs remains critical when facing rotating safeties and light boxes.
Run game counterpunch and personnel evolution
Defenses using lighter boxes present opportunities for spacing runs and perimeter designs. Offenses respond with more outside zone runs and sweeps to exploit defensive alignments. Efficient rushing now holds greater value than pure rushing attempt totals, as staying ahead of the chains becomes a premium.
Hybrid defenders, including versatile safeties and athletic linebackers, allow defenses to disguise intentions and match modern offensive personnel. Offenses counter by featuring skill-position players who can execute against pattern-matching looks and find soft spots against tight coverage. These tactical adjustments are creating a dynamic chess match that defines the season.