Notes

What's Holding Back The Slot Rankings Industry?
Slot Rankings - How Wide Receivers Score More Touchdowns in the Slot

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Slot Efficiency

The goal of slot efficiency is to maximize the number of changes to the slot that can be made without breaking certain constraints. These constraints include, for example the minimum operational delay (usually expressed as scheduling delays), fairness, equity access, competition, environmental objectives and more. The slot allocation process isn't easy and optimizing it in order to meet the desired performance metrics requires a careful examination of the factors involved.

In general, the process begins with the identification of types of requests that are to be prioritized according to established historical precedence. Once the type is identified, the slot allocation model is then utilized to minimize the delay criteria. However, many research gaps have been discovered in the optimization of slot scheduling models particularly when balancing efficiency and fairness.

ABC (assigned according to velocity) is a well-known strategy for prioritizing slot assignment. This strategy gathers information about the item's information and then determines an appropriate grouping based on the velocity. Items that have the highest speed are allocated the top slots in the warehouse, while items with slower speed are placed further back.


Another crucial aspect of slot efficiency is the distance factor, which determines the amount of space that has to be allocated to support the pick-to-ship process. The calculation takes into consideration the velocity group of the items as along with their rack placements and handling characteristics of the equipment.

It is crucial to consider the cost of a change in the slot to increase the efficiency of your slot. Managers can estimate the cost of a typical change in slot and its impact on other aspects of slot efficiency, such as velocity by analyzing a typical slot.

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Perimeter Efficiency

We all know that wide receivers tend to score more touchdowns on areas that are not targeted by slot targets, as they're typically targeted further downfield and often face one-on-one coverage. One thing that might be surprising to some however, is that the top five slot players and the rest of the group score differently on targets that are outside.

Of the 66 wide receivers who have seen at least 40 targets each of the 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 this list is filled with receivers who are more possession-based, like Chris Godwin and Diontae Johnston. The latter two are likely to see a boost in their targets this season if the Bucs can move them into the slot more often however, they'll have to improve their perimeter scoring to maintain their high standards.

The slot is a great option for wideouts who are quick, since they are able to open more quickly when their route will not be covered by a cornerback or linebacker. Corey Coleman is the only wide receiver who isn't a fast wideout, but could benefit from more slot time. He's a good player for intermediate and short routes.

Jerry Jeudy, KJ Hamler and other receivers who are based on possession are at the bottom of the list. They're better on shorter and intermediate routes than in deep areas. Jeudy is a great choice for a sleeper this year, as the Rams' primary slot receiver for the Rams while Courtland Sutton and Amari Cooper are expected to be involved in more downfield targets. Hamler is likely to perform well on intermediate and short-to middle routes, given that's exactly what he did well in 2021 while playing for the Bills. Hamler could be a fantastic replacement for the former wideout Jordan Matthews.

Percentage of Snaps In Slot

The proportion of snaps receivers take in the slot can be a good indicator for their ability to run routes deep. It is not always a reliable indicator of a receiver's skills because some receivers are better in the slot but don't play further.

For example For instance, the Eagles Alshon Jeffery leads the league in targets per game (4.8) but is only ranked sixth in slot receiving score (58.5). This is due to the fact that the majority of his targets come from outside and it's hard to get a first down in a wide-open, deep and wide-open route.

Some receivers are better at playing inside, while others struggle to do so on the outside. For example the Panthers gave Robby Anderson 978 snaps during the season, and he ran an astounding 74 percent of his slot routes, compared to only 26% on boundary routes. This is a significant distinction and demonstrates how much more efficient Robby Anderson is when he's aligned with the slot.

Furthermore it is worth noting that the Buccaneers' Chris Godwin lines inside on the majority of his passing downs and has a top-five slot receiving score (58.5). He also played 51% his perimeter routes and is a pro in one-on-1 coverage.

Speed receivers are usually more efficient when they line up inside, because they are able to get targeted down the field and often find themselves with one-on-one coverage. There are names like Mike Evans, Amari Cooper and Julio Jones in our top five.

McDuffie, Moore and other slot cornerbacks are also part of this group. McDuffie is the leader in the NFL in forced fumbles having seven, and Moore has the highest tackle-stop performance (-3.5) on this list. Spagnuolo made McDuffie's abilities more effective by placing his slot to play nickel and dime packages and then shifting him to the outside for base defense. Moore's ability to stop big run plays is a huge asset when playing the slot.

Percentage of Snaps Outside

While the NFL's top receivers such as Baldwin, Golden Tate and Larry Fitzgerald excel on the perimeter, it's worth noting that their slot counterparts are also excellent. Wide receivers with an excellent slot grade score touchdowns in the same way as those on the outside. This is mostly because quarterbacks have a more stable target distribution when throwing to slot and outside receivers, compared to other inside options like tight ends and backfield pass-catchers.

It's interesting to see a player such as CeeDee lamb on this list for 2022. He plays the slot in three WR sets, and flanker in 2 of them. Lamb is running more routes in the slot than a lot of the players on this list. This is an excellent way to generate matchup benefits for your team and clarify why Lamb ranks as the highest-graded slot receiver in our system this season.

Of course, he also plays the X position and makes huge plays on the perimeter too. Lamb isn't nearly as explosive as the players in this list but he's highly skilled and is a great player for the Cowboys' scheme.

Mecole Hardman is a further example of a player capable of posting big numbers on both targets. He has a high slot receiving grade and is among the league's best at catching back-shoulder throws but he's also a great opponent 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 snaps so far this season. He's allowed the third-lowest target EPA and the fifth-best run stop EPA among cornerbacks who are aligned in the slot, making him a crucial part of his team's defense. He's had a difficult time stopping passes from outside, and his EPA against this type of target is negative. This is because he's been playing with linebackers and safety players who can't compete with Hilton's speed, size and route-running abilities.

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