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Slot Rankings - How Wide Receivers Score More Touchdowns in the Slot
Slots are the same for every spin. You won't find any tricks to aid you in beating them. However there are some things to keep in mind to increase your chances of winning.
Take a look at the RTP of a game before you start. This is a measure of how much players can expect to win in the long term.
Slot Efficiency
The objective of slot efficiency is to maximize the number of slot changes that can be made without breaking the constraints of a set of pre-defined rules. These constraints typically comprise the minimum allowed operational delay (usually expressed in terms of scheduling delays) fairness and equity, access and competition, environmental goals, and more. The slot allocation process is a complicated one and optimizing it to achieve the desired performance metrics requires careful analysis of all factors at play.
In general, the process begins by identifying the types of requests that are to be prioritized based on prioritization in the past. Once the type is identified then the slot allocation model is then used to minimize the delay criteria. However, numerous research gaps have been identified in the optimization of slot scheduling models, especially when trying to balance fairness and efficiency.
A popular method of prioritizing slot assignments is the ABC (assigned by velocity) strategy that collects item history data and determines a velocity group. Items with the fastest speed are assigned the fastest low variance slots in the warehouse, while those with lower speed are placed further behind.
The distance factor is a key element in slot efficiency. It is a measure of the amount of space required for the pick-to-ship process. The measure considers the speed group, racking placements, and equipment handling characteristics of the products.
It is important to also consider the cost associated with a slot change to increase slot efficiency. A quick review of the typical slot changes can aid managers in determining the cost of the move, and also the effects it may have on other aspects of slot efficiency, including speed.
After a couple of months reviewing the data, and re-evaluating the recommendations, the casino started using the software more frequently. The gaming operations team estimates that they will save between 10 and 12 hours each month with their traditional analysis but that doesn't count the time spent reviewing the customer-rated data or preparing and analyzing new, actionable strategies.
The team was able with the help of the new recommendations offered by SRE to make a number of game changes that resulted in more the amount of money players earn. Particularly, Dancing Drums Explosion and Twinstar Wave XL, both from Scientific Games, saw big increases in the premium lease and WAP rankings. The casino was also able to shift their budget away from marketing and other expenses to improving the floor's performance.
Perimeter Efficiency
Wide receivers are more likely to score touchdowns when they are capable of hitting perimeter targets rather than slot targets. This is due to the fact that they are typically targeted downfield and usually are in one-on-one coverage. What may be surprising to some, however, is 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 been on at least 40 targets in the past two seasons the top five slot scorers on perimeter routes were all speed receivers: Mike Evans, Amari Cooper, Tyler Lockett and Michael Gallup. The bottom of the list was filled with more possession-based receivers including Chris Godwin and Diontae Johnson. These two are likely to see an increase in their targets this season, if the Bucs shift them into the slot more frequently, but they'll need to increase their perimeter scoring to maintain their high standards.
The slot is the ideal option for wide receivers who are fast, as they can get open more easily when their route won't be covered by a linebacker or cornerback. Corey Coleman is the only wide receiver who isn't a speedy wideout, but could benefit from more slot time. He's a solid target for intermediate and short routes.
Jerry Jeudy, KJ Hamler and other possession-based receivers are at the bottom of the list. They are better in shorter and intermediate routes than deep zones. Jeudy is a solid sleeper pick this year as he'll be the primary slot receiver for the Rams while Courtland Sutton and Amari Cooper are largely expected to be involved in more downfield targets. Hamler, meanwhile, should excel on shorter-to-mid and intermediate routes, because this is where he was at his best when playing for the Bills in 2021. Hamler could be a fantastic replacement for the departed wideout Jordan Matthews.
Percentage of Snaps in the Slot
The percentage of snaps that a receiver makes in the slot is an excellent indicator of their ability to run deep routes. However, it's not always an accurate representation of a receiver's abilities as some receivers excel in the slot but can't play deep and vice versa.
For example, the Eagles Alshon Jeffery leads the league in the number of targets per game (4.8) but is only sixth in the slot receiving score (58.5). This is because most of his targets been thrown from the outside and it's difficult to score a first-down on a wide-open deep route in this setting.
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 completed 74% of his routes in the slot, as opposed to just 26% on boundaries routes. This is a significant difference and illustrates how much more efficient the player is when positioned in the slot.
Furthermore it is worth noting that 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 ran 51% of his perimeter routes and is a master in one-on-1 coverage.
Speed receivers are usually more effective when lining up inside, because they are able to be targeted down the field and often find themselves with one-on-one coverage. This is why you'll find names like Julio Jones, Mike Evans, and Amari Cooper in the top five on our list.
On the flip side, we've got some great slot cornerbacks such as McDuffie and Moore in this group. McDuffie is the leader in the NFL in forced fumbles, with seven, while Moore has the highest tackle-stopping efficiency (-3.5) on this list. Spagnuolo maximized McDuffie's skills by using his slot for nickel and dime packs and then shifting him to the outside for base defense. In addition, Moore's capability to stop big run plays has been an enormous benefit 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 important to note that their slot counterparts are equally excellent. As a whole, wide receivers with a high slot receiving grade score touchdowns roughly at the same amount as those who are on the edge. This is due to the fact that quarterbacks are more consistent with their target distribution when they throw to slot and outside wide receivers than other inside options like backfield passers and tight ends.
It's also interesting to see a receiver such as CeeDee Lamb on this list in 2022, as he plays the slot in three WR sets and flanker in two of them. In actuality the slot receiver is running a higher number of routes in the slot than most players listed on this list. This is an excellent opportunity to create matchup advantages for your team and helps explain why Lamb is the highest-rated slot receiver in our system this season.
Of course, he also plays the X position, and makes some big plays from the perimeter too. Lamb isn't as awe-inspiring as the other players in this ranking however, he's highly skilled and is a perfect match for the Cowboys' scheme.
Mecole Hardman, a different player who can put huge numbers with targets of both kinds, is a different example. He is one of the best players in the league at taking throws from behind his shoulders. He's also a great contested-catch player.
Jalen Hilton is another player who is slot specialist. He has lined up in this position on 85.7 percent of his defensive plays so far this season. He has the third-lowest EPA for targets and the fifth-best EPA for run stops among cornerbacks who play in the slot. This makes him a valuable member of his team's defensive line. He's struggled to stop passes from the outside and his EPA against this type 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.
Slots are the same for every spin. You won't find any tricks to aid you in beating them. However there are some things to keep in mind to increase your chances of winning.
Take a look at the RTP of a game before you start. This is a measure of how much players can expect to win in the long term.
Slot Efficiency
The objective of slot efficiency is to maximize the number of slot changes that can be made without breaking the constraints of a set of pre-defined rules. These constraints typically comprise the minimum allowed operational delay (usually expressed in terms of scheduling delays) fairness and equity, access and competition, environmental goals, and more. The slot allocation process is a complicated one and optimizing it to achieve the desired performance metrics requires careful analysis of all factors at play.
In general, the process begins by identifying the types of requests that are to be prioritized based on prioritization in the past. Once the type is identified then the slot allocation model is then used to minimize the delay criteria. However, numerous research gaps have been identified in the optimization of slot scheduling models, especially when trying to balance fairness and efficiency.
A popular method of prioritizing slot assignments is the ABC (assigned by velocity) strategy that collects item history data and determines a velocity group. Items with the fastest speed are assigned the fastest low variance slots in the warehouse, while those with lower speed are placed further behind.
The distance factor is a key element in slot efficiency. It is a measure of the amount of space required for the pick-to-ship process. The measure considers the speed group, racking placements, and equipment handling characteristics of the products.
It is important to also consider the cost associated with a slot change to increase slot efficiency. A quick review of the typical slot changes can aid managers in determining the cost of the move, and also the effects it may have on other aspects of slot efficiency, including speed.
After a couple of months reviewing the data, and re-evaluating the recommendations, the casino started using the software more frequently. The gaming operations team estimates that they will save between 10 and 12 hours each month with their traditional analysis but that doesn't count the time spent reviewing the customer-rated data or preparing and analyzing new, actionable strategies.
The team was able with the help of the new recommendations offered by SRE to make a number of game changes that resulted in more the amount of money players earn. Particularly, Dancing Drums Explosion and Twinstar Wave XL, both from Scientific Games, saw big increases in the premium lease and WAP rankings. The casino was also able to shift their budget away from marketing and other expenses to improving the floor's performance.
Perimeter Efficiency
Wide receivers are more likely to score touchdowns when they are capable of hitting perimeter targets rather than slot targets. This is due to the fact that they are typically targeted downfield and usually are in one-on-one coverage. What may be surprising to some, however, is 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 been on at least 40 targets in the past two seasons the top five slot scorers on perimeter routes were all speed receivers: Mike Evans, Amari Cooper, Tyler Lockett and Michael Gallup. The bottom of the list was filled with more possession-based receivers including Chris Godwin and Diontae Johnson. These two are likely to see an increase in their targets this season, if the Bucs shift them into the slot more frequently, but they'll need to increase their perimeter scoring to maintain their high standards.
The slot is the ideal option for wide receivers who are fast, as they can get open more easily when their route won't be covered by a linebacker or cornerback. Corey Coleman is the only wide receiver who isn't a speedy wideout, but could benefit from more slot time. He's a solid target for intermediate and short routes.
Jerry Jeudy, KJ Hamler and other possession-based receivers are at the bottom of the list. They are better in shorter and intermediate routes than deep zones. Jeudy is a solid sleeper pick this year as he'll be the primary slot receiver for the Rams while Courtland Sutton and Amari Cooper are largely expected to be involved in more downfield targets. Hamler, meanwhile, should excel on shorter-to-mid and intermediate routes, because this is where he was at his best when playing for the Bills in 2021. Hamler could be a fantastic replacement for the departed wideout Jordan Matthews.
Percentage of Snaps in the Slot
The percentage of snaps that a receiver makes in the slot is an excellent indicator of their ability to run deep routes. However, it's not always an accurate representation of a receiver's abilities as some receivers excel in the slot but can't play deep and vice versa.
For example, the Eagles Alshon Jeffery leads the league in the number of targets per game (4.8) but is only sixth in the slot receiving score (58.5). This is because most of his targets been thrown from the outside and it's difficult to score a first-down on a wide-open deep route in this setting.
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 completed 74% of his routes in the slot, as opposed to just 26% on boundaries routes. This is a significant difference and illustrates how much more efficient the player is when positioned in the slot.
Furthermore it is worth noting that 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 ran 51% of his perimeter routes and is a master in one-on-1 coverage.
Speed receivers are usually more effective when lining up inside, because they are able to be targeted down the field and often find themselves with one-on-one coverage. This is why you'll find names like Julio Jones, Mike Evans, and Amari Cooper in the top five on our list.
On the flip side, we've got some great slot cornerbacks such as McDuffie and Moore in this group. McDuffie is the leader in the NFL in forced fumbles, with seven, while Moore has the highest tackle-stopping efficiency (-3.5) on this list. Spagnuolo maximized McDuffie's skills by using his slot for nickel and dime packs and then shifting him to the outside for base defense. In addition, Moore's capability to stop big run plays has been an enormous benefit 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 important to note that their slot counterparts are equally excellent. As a whole, wide receivers with a high slot receiving grade score touchdowns roughly at the same amount as those who are on the edge. This is due to the fact that quarterbacks are more consistent with their target distribution when they throw to slot and outside wide receivers than other inside options like backfield passers and tight ends.
It's also interesting to see a receiver such as CeeDee Lamb on this list in 2022, as he plays the slot in three WR sets and flanker in two of them. In actuality the slot receiver is running a higher number of routes in the slot than most players listed on this list. This is an excellent opportunity to create matchup advantages for your team and helps explain why Lamb is the highest-rated slot receiver in our system this season.
Of course, he also plays the X position, and makes some big plays from the perimeter too. Lamb isn't as awe-inspiring as the other players in this ranking however, he's highly skilled and is a perfect match for the Cowboys' scheme.
Mecole Hardman, a different player who can put huge numbers with targets of both kinds, is a different example. He is one of the best players in the league at taking throws from behind his shoulders. He's also a great contested-catch player.
Jalen Hilton is another player who is slot specialist. He has lined up in this position on 85.7 percent of his defensive plays so far this season. He has the third-lowest EPA for targets and the fifth-best EPA for run stops among cornerbacks who play in the slot. This makes him a valuable member of his team's defensive line. He's struggled to stop passes from the outside and his EPA against this type 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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