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Slot Rankings - How Wide Receivers Score More Touchdowns in the Slot
Slot machines function the same way for every game, so you won't discover any secrets to beat them. However there are some things you can be aware of to maximize your winning potential.
Find out the RTP of a game first. This figure shows how many players could win on average over the long term.
Slot Efficiency
The goal of efficiency in slot machines is to maximize the amount of changes that can be made without breaking the constraints of a set of pre-defined rules. These constraints include, for example, the minimum allowed operational delay (usually expressed as scheduling delays), fairness, equity, access, competition, environmental objectives and more. The process of allocation of slots is a complicated one and optimizing it to reach 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 historical precedents. Once the type of request has been identified the slot allocation model is employed to reduce the delay the criterion. However, numerous research gaps have been identified regarding the optimization of slot scheduling models, especially when balancing efficiency and fairness.
A common method for prioritizing slot assignments is the ABC (assigned by velocity) strategy that gathers information about the history of items and then determines a velocity group. Items with the highest speed are given the best slots in the warehouse, whereas items with lower speed are placed further back.
The distance factor is a key element in slot efficiency. It determines the amount of space needed to support the pick-to ship process. The factor considers the velocity group, racking placements and the characteristics of handling equipment of the items.
To improve the efficiency of slot machines It is also crucial to consider the cost of a given slot change. Managers can estimate the cost of a typical change in slot and its impact on other aspects of slot efficiency like speed by studying a typical slot.
After spending a few months testing the data and then re-dating the recommendations, the casino started using the solution 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 strategies that are actionable.
The team was able, by utilizing the new guidelines provided by SRE to make a number of game changes that resulted in more revenue for players. Particularly, Dancing Drums Explosion and Twinstar Wave XL, both from Scientific Games, saw big gains in the premium lease and WAP rankings. The popular casino slots also was capable of shifting its budget away from marketing to other expenses and increase the floor's performance.
Perimeter Efficiency
We all know that wide receivers tend to score more touchdowns on targets that are in the perimeter than slot targets, as they're typically targeted further downfield and are often faced with one-on-one coverage. But what might surprise some is that there's a difference between the top five slot receivers and the rest in terms of scoring on those perimeter targets.
Mike Evans, Amari cooper, Tyler Lockett, and Michael Gallup were the top five scorers in the slot on perimeter routes. They were among the 66 wide receivers who received at least 40 targets each of the two previous seasons. The bottom half of the list was filled 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 can move them into the slot tournaments more often however, they'll have to increase their perimeter scoring to maintain that high standard.
Speedy wideouts are the biggest benefit of moving into the slot since they have an easier time getting open in the field when their route isn't covered by a linebacker or cornerback. The only non-speedy wide receiver on the list that benefits from more slot time is Corey Coleman, as he's an extremely reliable receiver on intermediate and short routes.
Jerry Jeudy, KJ Hamler and other possession-based receivers are at the lowest of the list. They're more effective on short and intermediate routes rather than in deep areas. Jeudy is a good sleeper pick this year as the Rams' primary slot receiver for the Rams while Courtland Sutton and Amari Cooper are largely expected to be involved in more downfield targets. Hamler will thrive on more short-to-middle and intermediate routes, since that's where he excelled while playing for the Bills in 2021. Hamler could be a great replacement for the former wideout Jordan Matthews.
Percentage of Snaps in the Slot
The percentage of snaps a receiver plays in the slot is a good indicator of their ability to run deep routes. It is not always a reliable indicator of a receiver's abilities because some receivers are better in the slot and can't play deeper.
Alshon Jeffrey, for example is the league leader in the number of targets he receives per game (4.8), but is only 6th in slot receiving scores (58.5). This is due to the fact that the majority of his targets have been thrown from the outside and it's difficult to score a first-down on a wide-open deep route in that setting.
On the other hand, some receivers excel inside and aren't able to do much on the outer. Robby Anderson, for instance, was given 978 snaps by the Panthers this season. He ran 74% of his routes in the slot, as opposed to just 26% on boundaries routes. That's a huge improvement and shows how much more productive Robby Anderson is when he's aligned in the slot.
Chris Godwin, a Buccaneers player, plays inside the majority of the time on his passes and is among the top five slot receiving scores (58.5). However he also played 51 percent of his perimeter routes last season and is a stud in one-on-one coverage.
Speed receivers tend to be more effective when they are lined up inside. They can be targeted further down the field and are often faced with one-on-one coverage. You'll find names like Mike Evans, Amari Cooper, and Julio Jones in our top five.
On the flip side there are some excellent slot cornerbacks like McDuffie and Moore in this group. Both have been able generate pressures in the pass game, with McDuffie leading the NFL with seven forced fumbles, and Moore being the most effective tackle stop rate on this list (-3.5). Spagnuolo increased McDuffie's capabilities by using him in the slot for nickel and dime packages, and then moving him to the outside for base defense. Moore's ability in stopping big run plays is a major asset when playing 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 worth noting that their slot counterparts are just as excellent. Wide receivers who have high slot grades score touchdowns in the same way as those on the outside. This is mainly because quarterbacks are more consistent with their targets when they throw to slot and outside wide receivers than other inside options such as tight ends and backfield passers.
It's also interesting to see a receiver like CeeDee Lamb on this list in 2022 since he plays slot in three WR sets and flanker in two of them. In fact the slot receiver is running a higher number of slot routes than most players listed on this chart. This is a great method to gain matchup advantages for your team. It also helps explain why Lamb is the highest-graded receiver in our system.
He also plays the X-position, and can make big plays from outside. Lamb isn't as powerful as the players in this ranking but he's an extremely high-quality receiver and is a great fit for the Cowboys scheme.
Mecole Hardman is another example of a player capable of putting up big numbers on both targets. He is one of the best in the game at throwing throws from behind his shoulders. He's also a superb player who can play contested catch.
Jalen Hilton is another player who is slot specialist. He's been positioned in this position on 85.7 percent his defensive snaps to date. He's allowed the third-lowest target EPA and the fifth-best run stop EPA among cornerbacks who are aligned in the slot, making him an important player in the defense of his team. On the other hand, he's struggled to stop passes from the outside and has given the negative EPA against these types of targets. This is a result of playing alongside poor linebackers and safeties who can't match up with Hilton's size and speed. He also has a great ability to run routes.
Slot machines function the same way for every game, so you won't discover any secrets to beat them. However there are some things you can be aware of to maximize your winning potential.
Find out the RTP of a game first. This figure shows how many players could win on average over the long term.
Slot Efficiency
The goal of efficiency in slot machines is to maximize the amount of changes that can be made without breaking the constraints of a set of pre-defined rules. These constraints include, for example, the minimum allowed operational delay (usually expressed as scheduling delays), fairness, equity, access, competition, environmental objectives and more. The process of allocation of slots is a complicated one and optimizing it to reach 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 historical precedents. Once the type of request has been identified the slot allocation model is employed to reduce the delay the criterion. However, numerous research gaps have been identified regarding the optimization of slot scheduling models, especially when balancing efficiency and fairness.
A common method for prioritizing slot assignments is the ABC (assigned by velocity) strategy that gathers information about the history of items and then determines a velocity group. Items with the highest speed are given the best slots in the warehouse, whereas items with lower speed are placed further back.
The distance factor is a key element in slot efficiency. It determines the amount of space needed to support the pick-to ship process. The factor considers the velocity group, racking placements and the characteristics of handling equipment of the items.
To improve the efficiency of slot machines It is also crucial to consider the cost of a given slot change. Managers can estimate the cost of a typical change in slot and its impact on other aspects of slot efficiency like speed by studying a typical slot.
After spending a few months testing the data and then re-dating the recommendations, the casino started using the solution 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 strategies that are actionable.
The team was able, by utilizing the new guidelines provided by SRE to make a number of game changes that resulted in more revenue for players. Particularly, Dancing Drums Explosion and Twinstar Wave XL, both from Scientific Games, saw big gains in the premium lease and WAP rankings. The popular casino slots also was capable of shifting its budget away from marketing to other expenses and increase the floor's performance.
Perimeter Efficiency
We all know that wide receivers tend to score more touchdowns on targets that are in the perimeter than slot targets, as they're typically targeted further downfield and are often faced with one-on-one coverage. But what might surprise some is that there's a difference between the top five slot receivers and the rest in terms of scoring on those perimeter targets.
Mike Evans, Amari cooper, Tyler Lockett, and Michael Gallup were the top five scorers in the slot on perimeter routes. They were among the 66 wide receivers who received at least 40 targets each of the two previous seasons. The bottom half of the list was filled 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 can move them into the slot tournaments more often however, they'll have to increase their perimeter scoring to maintain that high standard.
Speedy wideouts are the biggest benefit of moving into the slot since they have an easier time getting open in the field when their route isn't covered by a linebacker or cornerback. The only non-speedy wide receiver on the list that benefits from more slot time is Corey Coleman, as he's an extremely reliable receiver on intermediate and short routes.
Jerry Jeudy, KJ Hamler and other possession-based receivers are at the lowest of the list. They're more effective on short and intermediate routes rather than in deep areas. Jeudy is a good sleeper pick this year as the Rams' primary slot receiver for the Rams while Courtland Sutton and Amari Cooper are largely expected to be involved in more downfield targets. Hamler will thrive on more short-to-middle and intermediate routes, since that's where he excelled while playing for the Bills in 2021. Hamler could be a great replacement for the former wideout Jordan Matthews.
Percentage of Snaps in the Slot
The percentage of snaps a receiver plays in the slot is a good indicator of their ability to run deep routes. It is not always a reliable indicator of a receiver's abilities because some receivers are better in the slot and can't play deeper.
Alshon Jeffrey, for example is the league leader in the number of targets he receives per game (4.8), but is only 6th in slot receiving scores (58.5). This is due to the fact that the majority of his targets have been thrown from the outside and it's difficult to score a first-down on a wide-open deep route in that setting.
On the other hand, some receivers excel inside and aren't able to do much on the outer. Robby Anderson, for instance, was given 978 snaps by the Panthers this season. He ran 74% of his routes in the slot, as opposed to just 26% on boundaries routes. That's a huge improvement and shows how much more productive Robby Anderson is when he's aligned in the slot.
Chris Godwin, a Buccaneers player, plays inside the majority of the time on his passes and is among the top five slot receiving scores (58.5). However he also played 51 percent of his perimeter routes last season and is a stud in one-on-one coverage.
Speed receivers tend to be more effective when they are lined up inside. They can be targeted further down the field and are often faced with one-on-one coverage. You'll find names like Mike Evans, Amari Cooper, and Julio Jones in our top five.
On the flip side there are some excellent slot cornerbacks like McDuffie and Moore in this group. Both have been able generate pressures in the pass game, with McDuffie leading the NFL with seven forced fumbles, and Moore being the most effective tackle stop rate on this list (-3.5). Spagnuolo increased McDuffie's capabilities by using him in the slot for nickel and dime packages, and then moving him to the outside for base defense. Moore's ability in stopping big run plays is a major asset when playing 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 worth noting that their slot counterparts are just as excellent. Wide receivers who have high slot grades score touchdowns in the same way as those on the outside. This is mainly because quarterbacks are more consistent with their targets when they throw to slot and outside wide receivers than other inside options such as tight ends and backfield passers.
It's also interesting to see a receiver like CeeDee Lamb on this list in 2022 since he plays slot in three WR sets and flanker in two of them. In fact the slot receiver is running a higher number of slot routes than most players listed on this chart. This is a great method to gain matchup advantages for your team. It also helps explain why Lamb is the highest-graded receiver in our system.
He also plays the X-position, and can make big plays from outside. Lamb isn't as powerful as the players in this ranking but he's an extremely high-quality receiver and is a great fit for the Cowboys scheme.
Mecole Hardman is another example of a player capable of putting up big numbers on both targets. He is one of the best in the game at throwing throws from behind his shoulders. He's also a superb player who can play contested catch.
Jalen Hilton is another player who is slot specialist. He's been positioned in this position on 85.7 percent his defensive snaps to date. He's allowed the third-lowest target EPA and the fifth-best run stop EPA among cornerbacks who are aligned in the slot, making him an important player in the defense of his team. On the other hand, he's struggled to stop passes from the outside and has given the negative EPA against these types of targets. This is a result of playing alongside poor linebackers and safeties who can't match up with Hilton's size and speed. He also has a great ability to run routes.
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