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Slot Rankings - How Wide Receivers Score More Touchdowns in the Slot
Slot machines operate the same way for every spin, which means you won't discover any secrets to beat them. However there are some things to be aware of to maximize your winning potential.
Take a look at the RTP of a particular game first. This number will tell you how much players can expect to win over the long run.
Slot Efficiency
Slot efficiency is the goal of maximising the number of slot switches that can be constructed without violating a set of predefined constraints. These constraints typically include the minimum permitted operational delay (usually expressed in terms of scheduling delays) fairness and equity, access and competition, environmental targets and many 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 involved.
In general, the process begins with the identification of the kinds of requests that need to be prioritized based on precedents. Once the type has been identified, the slot allocation model is then used to minimize the delay criteria. However, numerous research gaps have been identified related to the optimization of slot scheduling models especially when the balance between fairness and efficiency is being maintained.
ABC (assigned based on velocity) is a common method of prioritizing slot assignments. This strategy collects item information and then determines an appropriate grouping based on the velocity. Items with the highest velocity are given the best slots (akarma.life), whereas less popular items are placed further back in the warehouse.
The distance factor is another key element in slot efficiency. It determines the amount of space required to facilitate the pick-to-ship process. The measure considers the speed group, racking placements, and equipment handling characteristics of the products.
It is also important to take into consideration the costs of a change in the slot to increase the efficiency of the slot. A quick look at the typical slot change will aid managers in determining the cost associated with the move, and also the impact that it might affect other aspects of slot efficiency, such as velocity.
After a month or two validating the data and re-dating recommendations, the casino began using the software more frequently. The gaming operations team estimates that they can save between 10-12 hours a month with their usual analysis. This does not include the time spent reviewing the data of customers or preparing new, actionable strategy.
Based on the new suggestions from SRE, the team was able to make hundreds of suggestions for game changes that increased the revenue of players. In particular, Dancing Drums Explosion and Twinstar Wave XL both by Scientific Games, saw big increases in the premium lease and WAP rankings. The online casino slots also managed to shift their budget away from marketing and other expenses to improving the floor's performance.
Perimeter Efficiency
We all know that wide receivers are more likely to score more touchdowns on targets that are in the perimeter than slot targets, as they're typically targeted further downfield and often have 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 different on targets that are outside.
Of the wide receivers that have been on 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 of this list is dominated by receivers who are more possession-based, such as Chris Godwin and Diontae Johnston. The Bucs will likely shift the latter two players into the slot more often this season, which will increase their targets. However, they'll need to improve their scoring on the perimeter in order to maintain their high standard.
The slot is the best option for wideouts who are fast, as they can open up more quickly when their route will not be 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 time. He's a good target for intermediate and short routes.
Jerry Jeudy, KJ Hamler and other receivers who are based on possession are at the low end of the list. They're better on shorter and intermediate routes than in deep areas. Jeudy is a good 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 play on more downfield targets. Hamler should be able to be a star on short-to-mid routes, as that's the way he performed in 2021 when he played for the Bills. He could be a great replacement for the departing wideout Jordan Matthews in Buffalo.
Percentage of Snaps In Slot
The percentage of snaps that receivers take in the slot can be a good indicator of their ability to run routes that are deep. However, it's not always a reliable indicator of a receiver's abilities because some receivers excel in the slot, but can't play deep and vice versa.
For example for instance, the Eagles Alshon Jeffery leads the league in the number of targets per game (4.8) however, he is ranked sixth in slot receiving score (58.5). This is because the majority of his targets are from outside and it's hard to get a first down when playing an open, deep route.
Some receivers are better at playing inside, whereas others struggle to do so on the outside. Robby Anderson, for example, was given 978 snaps by the Panthers this season. He logged 74% of his routes in the slot, compared to only 26% of his boundary routes. This is a significant distinction and demonstrates how much more efficient Robby Anderson is when he is aligned to the slot.
Chris Godwin, a Buccaneers player, plays in the middle of the field most of the time on his passes and 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 top performer in one-on-one coverage.
Speed receivers are usually more effective when lined up inside, since they can get targeted way down the field and often have one-on-one coverage. This is why you'll see names like Julio Jones, Mike Evans and Amari Cooper in the top five of our list.
McDuffie, Moore and other slot cornerbacks also belong to this group. McDuffie is the top player in the NFL in forced fumbles having seven, while Moore has the best tackle-stopping efficiency (-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 in stopping big run plays is a huge benefit when playing the slot.
Percentage of Snaps Outside
While top NFL receivers such as Golden Tate, Larry Fitzgerald, and Baldwin excel on the perimeter, their slot counterparts are just as good. As a group, wide receivers with a high slot receiving grade score touchdowns at roughly the same amount as those who are on the perimeter. This is mainly because quarterbacks are more consistent with their target distribution when they throw to outside and slot wide receivers than other inside options like backfield passers and tight ends.
It's interesting to see a receiver such as CeeDee lamb on this list for 2022. He plays the slot in 3 WR sets, and flanker in 2 of them. In fact the slot receiver is running a higher number of routes in the slot than the majority of players on this list. This is an excellent way to generate matchup benefits for your team and helps explain why Lamb ranks as the highest-graded slot receiver in our system this season.
Of course, he also plays the X position, and makes some big plays from the perimeter as well. Lamb isn't nearly as explosive as the players in this ranking, but he's still an extremely high-quality receiver and is a great fit for the Cowboys' scheme.
Mecole Hardman, a different player who puts huge numbers on targets of both kinds is a further example. He has a very high slot receiver rating and is among the best players in the league at catching back-shoulder throws however, he's also a formidable contested-catch threat.
Another player on this list that's an authentic slot specialist is Baltimore's Jalen Hilton, who has lined up in the slot on 85.7 percent of his defensive plays 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 crucial player in the defense of his team. On the other hand, he's had trouble to prevent passes from the outside and has allowed a negative EPA against these types of targets. This is a result of playing alongside subpar linebackers and safeties that can't match up with Hilton's size, speed and route-running ability.
Slot machines operate the same way for every spin, which means you won't discover any secrets to beat them. However there are some things to be aware of to maximize your winning potential.
Take a look at the RTP of a particular game first. This number will tell you how much players can expect to win over the long run.
Slot Efficiency
Slot efficiency is the goal of maximising the number of slot switches that can be constructed without violating a set of predefined constraints. These constraints typically include the minimum permitted operational delay (usually expressed in terms of scheduling delays) fairness and equity, access and competition, environmental targets and many 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 involved.
In general, the process begins with the identification of the kinds of requests that need to be prioritized based on precedents. Once the type has been identified, the slot allocation model is then used to minimize the delay criteria. However, numerous research gaps have been identified related to the optimization of slot scheduling models especially when the balance between fairness and efficiency is being maintained.
ABC (assigned based on velocity) is a common method of prioritizing slot assignments. This strategy collects item information and then determines an appropriate grouping based on the velocity. Items with the highest velocity are given the best slots (akarma.life), whereas less popular items are placed further back in the warehouse.
The distance factor is another key element in slot efficiency. It determines the amount of space required to facilitate the pick-to-ship process. The measure considers the speed group, racking placements, and equipment handling characteristics of the products.
It is also important to take into consideration the costs of a change in the slot to increase the efficiency of the slot. A quick look at the typical slot change will aid managers in determining the cost associated with the move, and also the impact that it might affect other aspects of slot efficiency, such as velocity.
After a month or two validating the data and re-dating recommendations, the casino began using the software more frequently. The gaming operations team estimates that they can save between 10-12 hours a month with their usual analysis. This does not include the time spent reviewing the data of customers or preparing new, actionable strategy.
Based on the new suggestions from SRE, the team was able to make hundreds of suggestions for game changes that increased the revenue of players. In particular, Dancing Drums Explosion and Twinstar Wave XL both by Scientific Games, saw big increases in the premium lease and WAP rankings. The online casino slots also managed to shift their budget away from marketing and other expenses to improving the floor's performance.
Perimeter Efficiency
We all know that wide receivers are more likely to score more touchdowns on targets that are in the perimeter than slot targets, as they're typically targeted further downfield and often have 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 different on targets that are outside.
Of the wide receivers that have been on 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 of this list is dominated by receivers who are more possession-based, such as Chris Godwin and Diontae Johnston. The Bucs will likely shift the latter two players into the slot more often this season, which will increase their targets. However, they'll need to improve their scoring on the perimeter in order to maintain their high standard.
The slot is the best option for wideouts who are fast, as they can open up more quickly when their route will not be 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 time. He's a good target for intermediate and short routes.
Jerry Jeudy, KJ Hamler and other receivers who are based on possession are at the low end of the list. They're better on shorter and intermediate routes than in deep areas. Jeudy is a good 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 play on more downfield targets. Hamler should be able to be a star on short-to-mid routes, as that's the way he performed in 2021 when he played for the Bills. He could be a great replacement for the departing wideout Jordan Matthews in Buffalo.
Percentage of Snaps In Slot
The percentage of snaps that receivers take in the slot can be a good indicator of their ability to run routes that are deep. However, it's not always a reliable indicator of a receiver's abilities because some receivers excel in the slot, but can't play deep and vice versa.
For example for instance, the Eagles Alshon Jeffery leads the league in the number of targets per game (4.8) however, he is ranked sixth in slot receiving score (58.5). This is because the majority of his targets are from outside and it's hard to get a first down when playing an open, deep route.
Some receivers are better at playing inside, whereas others struggle to do so on the outside. Robby Anderson, for example, was given 978 snaps by the Panthers this season. He logged 74% of his routes in the slot, compared to only 26% of his boundary routes. This is a significant distinction and demonstrates how much more efficient Robby Anderson is when he is aligned to the slot.
Chris Godwin, a Buccaneers player, plays in the middle of the field most of the time on his passes and 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 top performer in one-on-one coverage.
Speed receivers are usually more effective when lined up inside, since they can get targeted way down the field and often have one-on-one coverage. This is why you'll see names like Julio Jones, Mike Evans and Amari Cooper in the top five of our list.
McDuffie, Moore and other slot cornerbacks also belong to this group. McDuffie is the top player in the NFL in forced fumbles having seven, while Moore has the best tackle-stopping efficiency (-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 in stopping big run plays is a huge benefit when playing the slot.
Percentage of Snaps Outside
While top NFL receivers such as Golden Tate, Larry Fitzgerald, and Baldwin excel on the perimeter, their slot counterparts are just as good. As a group, wide receivers with a high slot receiving grade score touchdowns at roughly the same amount as those who are on the perimeter. This is mainly because quarterbacks are more consistent with their target distribution when they throw to outside and slot wide receivers than other inside options like backfield passers and tight ends.
It's interesting to see a receiver such as CeeDee lamb on this list for 2022. He plays the slot in 3 WR sets, and flanker in 2 of them. In fact the slot receiver is running a higher number of routes in the slot than the majority of players on this list. This is an excellent way to generate matchup benefits for your team and helps explain why Lamb ranks as the highest-graded slot receiver in our system this season.
Of course, he also plays the X position, and makes some big plays from the perimeter as well. Lamb isn't nearly as explosive as the players in this ranking, but he's still an extremely high-quality receiver and is a great fit for the Cowboys' scheme.
Mecole Hardman, a different player who puts huge numbers on targets of both kinds is a further example. He has a very high slot receiver rating and is among the best players in the league at catching back-shoulder throws however, he's also a formidable contested-catch threat.
Another player on this list that's an authentic slot specialist is Baltimore's Jalen Hilton, who has lined up in the slot on 85.7 percent of his defensive plays 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 crucial player in the defense of his team. On the other hand, he's had trouble to prevent passes from the outside and has allowed a negative EPA against these types of targets. This is a result of playing alongside subpar linebackers and safeties that can't match up with Hilton's size, speed and route-running ability.
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