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

Slot efficiency is the aim of maximizing the number of slot switches that can be used without violating the constraints that are predefined. These constraints include, for example the minimal operational delay (usually expressed as scheduling delays) fairness, equity access, competition, environmental goals and more. The process of distributing slots can be complex, and optimizing it to meet the desired performance metrics requires a careful analysis of the factors involved.


The process begins by identifying the types of requests that need to be prioritized by reference to historical precedents. Once the type of request has been identified and a slot allocation model is utilized to reduce the delay criteria. However, there are many research gaps have been observed related to 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, which collects information on the history of an item and creates a velocity group. Items that have the highest velocity get the best slots, whereas lower velocity items are placed farther back in the warehouse.

The distance factor is another crucial element in the slot's efficiency. It measures the amount of space required to support the pick-to ship process. The factor takes into account the velocity group of items, as well as their racking placements and the characteristics of handling equipment.

To improve the efficiency of slot machines It is also crucial to think about the cost of a given slot change. A quick review of the typical slot changes can help managers determine the cost of the change, as well as the impact it could have on other elements 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, since they're usually targeted way downfield and often have one-on-one coverage. What may be surprising to some, however, is the fact that the top five slot players and the rest of the group score different on targets in the perimeter.

Mike Evans, Amari cooper, Tyler Lockett, and Michael Gallup were the top five scorers on perimeter routes of the 66 wide-receivers who saw at least 40 targets in each of the two previous seasons. The bottom half of this list is dominated by receivers who are more possession-based, such as Chris Godwin and Diontae Johnston. The latter two are likely to see a boost in their targets this season if the Bucs move them into the slot more often however they'll need to improve their perimeter scoring to maintain their high standards.

The slot is a great option for wideouts that are fast, as they can open up more easily when their route won't be covered by a cornerback or linebacker. The only non-speedy wide receiver on the list who benefits from more 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 bottom of the list. They're better on intermediate and short routes, rather 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 likely to play on more downfield targets. Hamler will thrive on more short-to-middle and intermediate routes, as that's where he excelled while playing for the Bills in 2021. Hamler could be a great replacement for the departed wideout Jordan Matthews.

Percentage of Snaps in the Slot

The proportion of snaps that a receiver makes in the slot is a good indicator of their ability to play deep routes. However, it isn't always an accurate representation of a receiver's skill set since some receivers excel in the slot, but can't play deep and vice versa.

For example, the Eagles Alshon Jeffery is the leader in the league in targets per game (4.8) but is only sixth in the slot receiving score (58.5). This is due to the fact that the majority of his targets have been thrown from the outside and it's difficult to get a first down on a wide-open deep route in this setting.

Some receivers are better playing inside, while others struggle to do so on the outside. Robby Anderson, for example, was given 978 snaps by the Panthers this season. He completed 74% of his routes in the slot, compared to only 26% of his boundary routes. That's a huge improvement and shows how much more productive Robby Anderson is when he's aligned in the slot.

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

Speed receivers tend to be more effective when they are lined up inside. They are able to be targeted further down the field and are often faced with one-on-1 coverage. There are names like Mike Evans, Amari Cooper and Julio Jones in our top five.

McDuffie, Moore and other slot cornerbacks also belong to this group. Both have been able create pressures in the pass game and have McDuffie leading the NFL with seven forced fumbles. Moore having the highest tackle stop performance on this list (-3.5). By using McDuffie in the slot when they run nickel or dime packages and then deploying him on the outside in base defense, Spagnuolo has maximized his abilities. Moore's ability to stop big run plays is a huge 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 but their slot counterparts are equally good. Wide receivers who have an excellent slot grade score touchdowns about the same as those on the perimeter. This is due to the fact that quarterbacks are more consistent with their target distribution when they throw to outside and slot wide receivers rather than other inside options like backfield passers and tight ends.

It's also interesting to see a receiver like CeeDee Lamb on this list in 2022 as he plays the slot in three WR sets and flanker in two of them. He's running more routes in the slot than most of the players listed on this chart. This is a great opportunity to increase matchup benefits for your team. It also helps explain why Lamb is the highest-graded receiver in our system.

Of course, he also plays the X position and makes huge plays from the perimeter as well. Lamb isn't as powerful as the other players in this ranking but he's a very high-graded receiver and is a perfect match for the Cowboys' scheme.

Mecole Hardman, another player who can put huge numbers with both types of targets, is another example. He's among the top players in the league when it comes to throwing throws from behind his shoulders. He's also a great catcher who is contested.

Jalen Hilton is another player who is slot specialist. He's lined up in this position on 85.7 percent his defensive snaps so far this season. 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 valuable part of his team's defense. He's had a difficult time stopping passes from the outside, and his EPA against this kind of target is negative. This is a result of playing alongside poor linebackers and safeties who don't have the same size and speed. He also has a great ability to run routes.

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