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

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Slot Efficiency

The goal of slot efficiency is of maximising the number of slot switches that can be constructed while avoiding the violation of the constraints that are predefined. These constraints usually include the minimal operational delay (usually expressed in terms of scheduling delays) fairness and equity access and competition, environmental objectives, and more. The process of allocation of slots can be complex and optimizing it in order to achieve desired performance metrics requires a careful analysis of the factors involved.


In general, the process begins by identifying the types of requests to be prioritized according to established historical precedence. Once the type is identified and the slot allocation model is developed, it is then employed to reduce the delay criteria. A number of research gaps have been found regarding the slot scheduling models that optimize particularly when it comes to trying to balance fairness and efficiency.

A popular method of prioritizing slot assignments is the ABC (assigned by velocity) strategy, which collects information about the history of items and then determines the velocity group. Items that have the highest velocity get the most slots, while lower velocity items are placed further back in the warehouse.

Another important aspect of slot efficiency is the distance factor, which determines the amount of space that must be allotted to support the pick-to-ship process. The factor considers the velocity group, racking placements, and equipment handling characteristics of the products.

It is important to also take into consideration the costs of a change in the slot in order to increase the efficiency of your slot. Managers can estimate the cost of a typical change to a slot as well as its impact on other aspects of slot efficiency, such as velocity by analyzing a typical slot.

After spending a month or two validating the data and back-dating suggestions The casino began to use the solution more regularly. The gaming operations team estimates they will save 10-12 hours a month with their traditional analysis and this doesn't include time they spend reviewing the data rated by customers or developing and analyzing new strategies that can be implemented.

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Perimeter Efficiency

We all know wide receivers tend score more touchdowns when they are in a position to hit the perimeter targets instead of slot targets. This is because they are usually targeted downfield, and often are in 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 differently on perimeter targets.

Mike Evans, Amari cooper, Tyler Lockett, and Michael Gallup were the top five scorers in the slot on perimeter routes among the 66 wide-receivers who saw at least 40 targets each of the two previous seasons. The bottom half of this list is filled with 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 shift them into the slot more often however, they'll have to improve their perimeter scoring to maintain that high standard.

The slot is the best option for wideouts who are quick, as they are able to open more quickly when their route will not be covered by a cornerback or linebacker. The only wide receiver who isn't speedy on the list who can benefit 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 bottom of the list. They're better on shorter and intermediate routes than deep zones. Jeudy is a solid option to be a sleeper for this season, as the Rams' primary slot receiver for the Rams while Courtland Sutton and Amari Cooper are likely to be involved on more downfield targets. Rainbet is likely to excel on intermediate and short-to middle routes, since that's what he excelled at in 2021 when he played for the Bills. Hamler could be a great replacement for the departing wideout Jordan Matthews.

Percentage of Snaps in the Slot

The percentage of snaps that a receiver makes in the slot is a good indicator of their ability to run deep routes. It's not always a true reflection 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 the number of targets per game (4.8) but is only ranked sixth in slot receiving score (58.5). This is due to the fact that most of his targets come from outside and it's difficult to get a first down when playing a wide-open, deep route.

On the other hand, some receivers excel in playing inside and aren't able to do much on the perimeter. For instance, the Panthers gave Robby Anderson 978 snaps last season, and he ran a whopping 74% of his slot routes, compared to just 26% for boundary routes. This is a significant difference and shows how much more productive Robby Anderson is when he's aligned in the slot.

Chris Godwin, a Buccaneers player, lines up in the middle of the field most of the time on his passes and is among the top five slot receiving scores (58.5). He also ran 51% of his perimeter routes and is a pro in one-on-1 coverage.

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

On the flip side, we've got some great slot cornerbacks such as McDuffie and Moore in this group. Both have been able to create pressures during the pass game, with McDuffie leading the NFL with seven forced fumbles, and Moore having the best tackle stop rate on this list (-3.5). Spagnuolo maximized McDuffie's skills by using his slot to play nickel and dime packs and then moving him to the outside when playing base defense. In addition, Moore's capability to stop big run plays has been an enormous asset when playing in 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 also just as effective. Wide receivers who have a high slot grade score touchdowns about the same as those on the perimeter. This is mostly because quarterbacks have a more stable target distribution when throwing to slot and outside receivers, compared to other inside options such as tight ends and backfield pass-catchers.

That's why it's interesting to see a receiver such as CeeDee Lamb on this list in 2022 because he plays the slot in three WR sets and flanker in two of the sets. He's running more routes in the slot than a lot of the players on this chart. This is an excellent method to gain matchup advantages for your team. It also helps to explain why Lamb is the highest-graded receiver in our system.

Of course, he also plays the X position, and makes some big plays from the perimeter, too. Lamb isn't as fast as some of the other players in this list, but he's an elite wide receiver that fits well into the Cowboys scheme.

Mecole Hardman is yet another example of a player who's capable of putting up huge numbers on both types of targets. He's among the best in the league at catching throws from behind his shoulders. He's also a superb player who can play contested catch.

Jalen Hilton is another player who is a 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 among cornerbacks aligned in the slot, making him an important player in the defense of his team. He's struggled to stop passes from the outside and his EPA against this kind of target is negative. This is because he's been playing with safety and linebackers who aren't able to compete with Hilton's speed, size and ability to run routes.

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