5 Things Everyone Gets Wrong On The Subject Of Slot Rankings

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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 amount of changes that can be made, without violating a predefined set of constraints. These constraints usually include the minimal operational delay (usually expressed in terms of scheduling delays) fairness and equity access and competition, environmental targets, and more. The slot allocation process is a complex one, and optimizing it to meet the desired performance metrics requires careful analysis of all the factors that are in play.

The process starts by identifying the different types of requests that need to be prioritized in accordance with the past experience. Once the type is determined then the slot allocation model is then employed to reduce the delay criteria. However, there are many research gaps have been identified regarding the optimization of slot scheduling models particularly when it comes to trying to balance fairness and efficiency.

A common method for 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 with the fastest speed are assigned the fastest fair slots in the warehouse, while items with lower speed are placed further behind.

Another key element of slot effectiveness is the distance factor, which measures the amount of space that must be allocated to support the pick-to-ship process. The measure takes into account the velocity group of the items as in addition to their placement on racking and handling characteristics of the equipment.

To improve the efficiency of slot machines, it is also important to consider the cost of any slot change. Managers can estimate the cost of a typical change to a slot and the impact it has on other aspects of slot efficiency such as speed by studying the typical slot.

After spending a few months testing the data and then re-dating the recommendations, the casino started using the software more frequently. The gaming operations team estimates that they can save between 10-12 hours a month by using their usual analysis. This does not include the time spent reviewing the data of customers or developing a new slots, actionable strategy.

Using the new suggestions from SRE The team was able to come up with dozens of game change suggestions that increased player revenue. In particular, Dancing Drums Explosion and Twinstar Wave XL, both from Scientific Games, saw big gains in the premium lease and WAP rankings. The casino also managed to shift their budget from marketing and other expenses to enhancing floor performance.

Perimeter Efficiency

We all know that wide receivers are more likely to score more touchdowns on areas that are not targeted by slot targets, since they're often targeted farther downfield and often face one-on-one coverage. One thing that might be surprising to some however, is the fact that the top five slot players and the rest of the group score differently 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 filled with receivers who are more possession-based, such as Chris Godwin and Diontae Johnston. The Bucs are likely to move the two latter players into the slot more often during this season, which could increase their targets. However, they'll have to improve their scoring from the perimeter to maintain their top-of-the-line performance.

Speedy wideouts are the biggest benefit of moving into the slot, as they typically are more likely to be open downfield when their route isn't covered by a linebacker or cornerback. Corey Coleman is the only wide receiver who isn't a fast wideout but would benefit from more slot work. He's a solid player for intermediate and short routes.

Jerry Jeudy, KJ Hamler and other receivers who are based on possession are at the lowest of the list. They're better on shorter and intermediate routes than in deep areas. Jeudy is expected to be the Rams main slot receiver this year is a sleeper choice. Courtland Cooper and Amari Sutton are likely to play a bigger role in downfield targets. Hamler should be able to perform well on short-to-mid routes, as that's what he did well in 2021 while playing for the Bills. Hamler could be a great replacement for the departed wideout Jordan Matthews.

Percentage of Snaps In Slot

The proportion of snaps a receiver makes in the slot can be a good indicator for their ability to run routes deep. However, it isn't always a reliable indicator of a receiver's skill set since certain receivers excel in the slot, but aren't able to play deep and vice versa.

Alshon Jeffrey, as an example, leads the league in targets received per game (4.8) however, he is only ranked 6th in slot receiving scores (58.5). This is due to the fact that the majority of his targets been thrown from the outside and it's hard to gain a first down on a wide-open, deep route in that situation.

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

Additionally 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). However, he also played 51% of his perimeter routes last season, and is a star in one-on-one coverage.

Speed receivers are typically more efficient when they line up inside, because they can get targeted way down the field, and often are in one-on-one coverage. You'll find names like Mike Evans, Amari Cooper, and Julio Jones in our top five.

On the flip side we have some outstanding slot cornerbacks like 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 being the most effective tackle stop efficiency on this list (-3.5). Spagnuolo increased McDuffie's capabilities by placing him in the slot for nickel and dime packs and then shifting him to the outside for base defense. Additionally, Moore's ability to stop big run plays has been a tremendous asset when playing in the slot.

Percentage of Snaps Outside

While top NFL receivers like Golden Tate, Larry Fitzgerald, and Baldwin excel on the perimeter but their slot counterparts are just as good. As a whole, wide receivers with a high slot receiving grade score touchdowns roughly at the same rate as those who play 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 such as tight ends and backfield pass-catchers.

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 them. He's running more routes in the slot than most of the players on this chart. This is an excellent opportunity to create matchup benefits for your team. It also helps explain why Lamb is rated as the top-rated slot receiver in our system this season.

Lamb also plays at the X-position, and can make big plays from outside. Lamb isn't as powerful as the other players in this list, however he's still a high-graded wide receiver who 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 targets. He has a very high slot receiving rating and is among the best players in the league 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 played in the slot on 85.7 percent of his defensive plays this season. He has the third-lowest EPA for targets and the fifth-best EPA for runs stopped among cornerbacks in the slot. This makes him an important part of his team's defensive unit. He's had a difficult time stopping passes from the outside and his EPA against this type of target is negative. This has been a result of playing alongside subpar linebackers and safeties that can't match up with Hilton's size and speed, as well as his route-running abilities.