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Slot Rankings - How Wide Receivers Score More Touchdowns in the Slot

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Slot Efficiency

Slot efficiency is the aim of increasing the number of slot switches that can be used while not violating a set of predefined constraints. These constraints may include, for instance the minimal operational delay (usually expressed as scheduling delays) fairness, equity access, competition, environmental objectives and more. The slot allocation process is a complex one and optimizing it to achieve the desired performance metrics requires careful analysis of all factors involved.

In general, the process starts with the identification of the types of requests to be prioritized based on historical precedence. Once the type is identified then the slot allocation model is then utilized to minimize the delay criteria. However, there are many research gaps have been discovered in the optimization of slot scheduling models, especially when the balance between fairness and efficiency is being maintained.

A popular method of prioritizing slot assignments is the ABC (assigned by velocity) strategy that gathers information on the history of an item and creates the velocity group. Items with the fastest speed are allocated the top slots in the warehouse, whereas those with lower speeds are placed further back.

The distance factor is a important element in the efficiency of slot machines. It measures the amount of space required for the pick-to-ship process. The factor considers the velocity group, racking placements and the characteristics of handling equipment of the products.





It is crucial to consider the cost of a change in the slot to improve slot efficiency. A quick look at the typical slot changes can aid managers in determining the cost associated with the move, and also the effects it may affect other aspects of slot efficiency, like speed.

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Perimeter Efficiency

We all know that wide receivers are more likely to score more touchdowns on perimeter targets than slot targets, as they're typically targeted further downfield and often have one-on-one coverage. What might surprise some, however, is that the top five slot players and the rest of the group score differently on perimeter targets.

Of the wide receivers who have seen at least 40 targets the past two seasons the top five slot scorers on the perimeter routes were all speed receivers: Mike Evans, Amari Cooper, Tyler Lockett and Michael Gallup. The bottom half of the list was populated with more possession-based receivers, including Chris Godwin and Diontae Johnson. The latter two are likely to see an increase in their targets this season if the Bucs can move them into the slot more frequently, but they'll need to improve their scoring on the perimeter to maintain their high standards.

The slot is a great option for wide receivers who are quick, as they can open up more easily when their route won't be covered by a linebacker or cornerback. The only non-speedy wide receiver on the list that benefits from slot work is Corey Coleman, as he's an extremely reliable player on intermediate and short routes.

Jerry Jeudy, KJ Hamler and other receivers who are based on possession are at the lowest of the list. They are better in shorter and intermediate routes than deep areas. Jeudy is a good sleeper pick this year, as he'll be the primary slot receiver for the Rams while Courtland Sutton and Amari Cooper are largely expected to play on more downfield targets. Hamler is expected to be a natural on short-to-mid-long and intermediate routes, since it was where he excelled when playing for the Bills in 2021. He could be a great replacement for the departing wideout Jordan Matthews in Buffalo.

Percentage of Snaps in the Slot

The proportion of snaps a receiver takes in the slot is an excellent indicator of their ability to run deep routes. It's not always a reliable indicator of a receiver's abilities, as some receivers are better in the slot but don't play further.

For instance For instance, the Eagles Alshon Jeffery is the leader in the league in targets per game (4.8) however, he is placed sixth in the slot receiving score (58.5). This is because most of his targets come from the outside and it is difficult to gain a first down in a wide-open deep line in this setting.

Some receivers are better playing inside, while others struggle on the outside. For example, the Panthers handed Robby Anderson 978 snaps during the season, and he completed 74 percent of his slot routes, compared to only 26% on boundary routes. This is a huge distinction and demonstrates how much more productive Robby Anderson is when he is aligned to the slot.

Chris Godwin, a Buccaneers player, plays in the middle of the field most of the time on his passing downs. He has one of the top five slot receiving scores (58.5). However, he also played 51% of his perimeter routes in the last season and is a stud in one-on-one coverage.

Speed receivers are more effective when they are lined up inside. They can be targeted further down the field, and often face one-on-1 coverage. That's why you'll see names like Julio Jones, Mike Evans, and Amari Cooper on the top five spots of our list.

On the flip side we have some outstanding slot cornerbacks like McDuffie and Moore in this group. McDuffie is the leader in the NFL in forced fumbles with seven, while Moore is the most effective tackle-stopping efficiency (-3.5) on this list. Spagnuolo increased McDuffie's capabilities by using him in the slot for nickel and dime packs and then moving him to the outside for base defense. Moore's ability in stopping big run plays is an enormous advantage when playing the slot.

Percentage of Snaps Outside

While top NFL receivers such as Golden Tate, Larry Fitzgerald, and Baldwin excel on the perimeter however, their slot counterparts are also just as good. As a whole, wide receivers with high slot receiving grades score touchdowns roughly at the same rate as players who play on the outside. This is mainly because quarterbacks are more consistent with their target distribution when they throw to outside and slot wide receivers than other inside options such as tight ends and backfield passers.

This is why it's fascinating to see a player like CeeDee Lamb on this list in 2022 as he plays the slot in three WR sets, and flanker in two of the sets. In fact, he's running a higher number of routes in the slot than most of the players listed on this list. This is a great method to gain matchup advantages for your team. It also helps to explain why Lamb is the most highly-rated receiver in our system.

Of course, he plays the X position and makes huge plays on the perimeter, too. Lamb isn't as fast as the other players in this ranking but he is still an elite wide receiver that is well-suited to the Cowboys scheme.

Mecole Hardman, a different player who can put up big numbers with targets of both kinds, is another example. He has a high slot receiver rating and is among the best players in the league at catching back-shoulder throws, however, he's also a formidable player for contested-catch.

Jalen Hilton is another player who is a slot specialist. He's been positioned in this position on 85.7 percent of his defensive plays to date. He's allowed the third-lowest target EPA and the fifth-best run stop EPA for cornerbacks that are aligned in the slot, making him a crucial part of his team's defense. On the contrary, he's been unable to prevent passes from the outside and has allowed an unfavorable EPA against these types of targets. This is because he's playing with linebackers and safety who aren't able to match Hilton's speed, size, and ability to run routes.

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