Notes

The Largest Issue That Comes With Slot Rankings, And How You Can Repair It
Slot Rankings - How Wide Receivers Score More Touchdowns in the Slot


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Slot Efficiency

The aim of slot efficiency is to maximize the number of changes to the slot that can be made without breaking certain constraints. These constraints usually include the minimal operational delay (usually expressed in terms of scheduling delays) fairness and equity, access and competition, environmental goals and many more. The process of allocation of slots can be a complex process and optimizing it in order to achieve the desired performance metrics requires careful analysis of the factors involved.

In general, the process starts with the identification of types of requests that are to be prioritized according to established precedents. Once the type is determined then the slot allocation model is then utilized to minimize the delay criteria. However, many research gaps have been identified regarding the optimization of slot scheduling models particularly when the balance between fairness and efficiency is being maintained.

ABC (assigned in accordance with velocity) is a popular method of prioritizing slot assignments. This method collects the item's history and determines a group based on velocity. Items with the highest velocity receive the best slots, whereas less popular items are placed farther back in the warehouse.

Another crucial 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 calculation takes into consideration the velocity of the items as in addition to their placement on racking and handling characteristics of the equipment.

It is important to also take into consideration the costs associated with a slot change to increase the efficiency of the slot. A quick look at the typical slot changes can aid managers in determining the cost of the change, as well as the impact it could have on other elements of slot efficiency, such as velocity.

After spending a few months validating the data, and re-evaluating the recommendations, the casino started using the solution more frequently. The gaming operations team estimates that they will save between 10-12 hours a month with their traditional analysis. This doesn't include the time spent reviewing data from customers or preparing new, practical strategies.

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Rainbet Casino know wide receivers tend score more touchdowns when they are able to hit the perimeter targets instead of slot targets. This is because they are generally targeted downfield and usually face one on one coverage. What might surprise some, however, is the fact that the top five slot players and the rest of the group score different on targets in the perimeter.

Of the 66 wide receivers who have had at least 40 targets in each of the last 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 two 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 that high standard.

The slot is the ideal option for wideouts that are fast, as they can open up 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 would benefit from more slot work. He's a solid target for short and intermediate routes.

The last spot on the list features more possession-based receivers who perform better on intermediate and short routes than in deep areas, such as Jerry Jeudy and KJ Hamler. Jeudy will be the Rams main slot receiver this season is a sleeper selection. Courtland Cooper and Amari Sutton are expected to play a larger role in downfield targets. Hamler, meanwhile, should be a natural on short-to-mid-long and intermediate routes, as that's where he excelled while playing for the Bills in 2021. Hamler could be a fantastic replacement for departed wideout Jordan Matthews in Buffalo.

Percentage of Snaps In Slot

The proportion of snaps receivers take in the slot could be a good indicator of their ability to run deep routes. It is not always a true reflection of a receiver's abilities since certain receivers excel in the slot and can't play deeper.

Alshon Jeffrey, for example is the league leader in targets received per game (4.8) However, he's only ranked 6th in the position that scores (58.5). This is because most of his targets have come from the outside, and it's hard to get a first down on a wide-open deep route in that situation.

Certain 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 ran 74% of his routes in the slot, as opposed to only 26% of his boundaries routes. This is a significant difference and shows just how much more efficient Robby Anderson is when he's aligned with the slot.

Furthermore, the Buccaneers' Chris Godwin lines up inside on most of his passing downs and has a top five slot receiving score (58.5). He also played 51% his perimeter routes and is an expert in one-on-one coverage.

Speed receivers are more efficient when they line up inside, as they can get targeted way down the field and frequently have one-on-one coverage. This is why you'll see names like Julio Jones, Mike Evans and Amari Cooper in the top five on our list.

On the flip side there are some excellent slot cornerbacks like McDuffie and Moore in this group. McDuffie is the leader in the NFL in forced fumbles, with seven, while Moore has the highest tackle-stop efficiency (-3.5) on this list. By deploying McDuffie in the slot when they are running nickel or dime packages and then placing him on the outside in base defense, Spagnuolo has maximized his skills. Additionally, Moore's ability to stop big run plays has been an enormous asset when playing in 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 also worth noting that their slot counterparts are also good. Wide receivers who have an excellent slot grade have touchdowns that are 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 than to other inside options such as 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 3 WR sets, and flanker in 2 of the sets. Lamb is running more routes in the slot than a lot of the players on this chart. This is a great way 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 also plays the X position, and makes some big plays on the perimeter too. Lamb isn't as powerful as the players in this list however, he's a very high-graded receiver and is a perfect match for the Cowboys scheme.

Mecole Hardman, a player who is able to put huge numbers with targets of all kinds is a different example. He has a very high slot receiving grade and is among the league's best at catching back-shoulder throws but he's also an excellent opponent for contested catch.

Another player on this list who's a true slot specialist is Baltimore's Jalen Hilton who has been positioned in the slot on 85.7 percent of his defensive snaps this season. He has the third-lowest EPA for targets and the fifth-highest EPA for run stops among cornerbacks in the slot. This makes him a key player in the defensive unit. He has struggled to stop passes from outside, and his EPA against this kind of target is negative. This is because he's been playing with safety and linebackers who cannot compete with Hilton's speed, size or route-running abilities.

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