Is Tech Making Slot Rankings Better Or Worse?
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Slot Rankings - How Wide Receivers Score More Touchdowns in the Slot
Slots work exactly the same way every game, so you won't be able to discover any secret tricks to beat them. However, there are a few things you can keep in mind to maximize your winnings.
Take a look at the RTP of a game before you start. This statistic tells you how many players could win on average over the course of time.
Slot Efficiency
The aim of efficiency in slot machines is to maximize the number of changes to the slot that can be made without breaking the constraints of a set of pre-defined rules. These constraints include, for example the minimal operational delay (usually expressed as scheduling delays) fairness, equity, fairness access, competition, environmental objectives and more. The process of distributing Exciting Slots isn't easy and optimizing it to achieve the desired performance metrics requires careful analysis of the factors involved.
In general, the process begins with the identification of types of requests to be prioritized based on established historical precedence. Once the type has been identified, the slot allocation model is then employed to reduce the delay criteria. However, numerous research gaps have been discovered in the optimization of slot scheduling models, particularly when it comes to trying to balance fairness and efficiency.
A popular method of prioritizing slot assignments is the ABC (assigned by velocity) strategy that collects information about the history of items and then determines the velocity group. Items that have the highest velocity get the best slots, whereas lower velocity items are placed further back in the warehouse.
Another key element of slot effectiveness is the distance factor, which measures the amount of space that needs to be allocated to support the pick-to-ship process. The factor takes into account the velocity group of the items, as in addition to their placement on racking and handling characteristics of the equipment.
It is crucial to consider the cost of a change in the slot to improve slot efficiency. A quick review of the typical slot change will aid managers in determining the cost of the change, as well as the effects it may affect other aspects of slot efficiency, such as velocity.
After a couple of 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 and 12 hours each month by using their traditional analysis but that doesn't count the time spent reviewing customer-rated data or preparing and analyzing new, actionable strategies.
Using the new recommendations from SRE the team was able to come up with dozens of game change suggestions that increased the revenue of players. In particular, 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 costs to enhancing 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 often targeted farther downfield and often face one-on-one coverage. What might surprise some, however, is that the top five slot players and the rest of the group score differently on perimeter targets.
Of the wide receivers that have seen 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 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 can move them into the slot more frequently however, they'll have to improve their perimeter scoring to maintain that high standard.
Speedy wideouts are the biggest benefits 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. Corey Coleman is the only wide receiver who isn't a speedy wideout, but could benefit from more slot time. He's a solid player for intermediate and short routes.
Jerry Jeudy, KJ Hamler and other possession-based receivers are at the low end of the list. They're more effective on shorter and intermediate routes than in deep areas. Jeudy, who will be the Rams principal slot receiver this year, is a sleeper pick. Courtland Cooper and Amari Sutton are expected to play a larger role in downfield targets. Hamler is likely to be a star in short-to-mid routes, since that's the way he performed in 2021 when he played for the Bills. He could be an excellent replacement for the former wideout Jordan Matthews.
Percentage of Snaps in the Slot
The amount of snaps a receiver makes in the slot can be a good indicator of their ability to run deep routes. However, it isn't always a reliable indicator of a receiver's skills 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 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 most of his targets come from outside and it's difficult to get a first down when playing a wide-open, deep route.
On the other hand, some receivers excel inside and can't do much on the outer. Robby Anderson, for example was given 978 snaps by the Panthers this season. He completed 74% of his route in the slot, as opposed to only 26% on boundaries routes. This is a significant difference and indicates how much more efficient he is when aligned in the slot.
Moreover there is 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% of his perimeter routes and is a pro in one-on-one coverage.
Speed receivers are usually more efficient when they line up inside, as they are able to get targeted down the field and often have one-on-one coverage. You'll find names like Mike Evans, Amari Cooper and Julio Jones in our top five.
McDuffie, Moore and other slot cornerbacks are also in this group. McDuffie is the leader in the NFL in forced fumbles, with seven, and Moore has the best tackle-stop performance (-3.5) on this list. By deploying McDuffie in the slot when they're running nickel or dime packages, and then deploying him on the outside of base defense, Spagnuolo has maximized his skills. Moore's ability in stopping big run plays is an enormous benefit when playing the slot.
Percentage of Snaps Outside
While top NFL receivers like Golden Tate, Larry Fitzgerald, and Baldwin excel on the perimeter, their slot counterparts are also just as good. As a whole wide receivers who have high slot receiving grades score touchdowns around the same amount as those who are on the perimeter. This is due to the fact that quarterbacks are more consistent in their targets when they throw to outside and slot wide receivers rather than other inside options such as tight ends and backfield passers.
It's interesting to see a player like CeeDee lamb on this list for 2022. He plays the slot in three WR sets, and flanker in 2 of them. Lamb is running more routes in the slot than most of the players on this list. This is an excellent method to gain matchup advantages for your team. It also helps to explain why Lamb is the top software providers for slots-rated receiver in our system.
Lamb also plays at the X-position and makes huge plays from outside. Lamb isn't as powerful as the players in this list, but he's still highly skilled and is an excellent fit for the Cowboys scheme.
Mecole Hardman, another player who is able to put huge numbers with targets of both kinds is a further example. He has a high slot receiving grade and is one of the league's best at catching back-shoulder throws, but he's also a great contested-catch threat.
Jalen Hilton is another player who is slot specialist. He's been positioned in this position on 85.7 percent of his defensive snaps thus far in the season. He has the third-lowest EPA for targets and the fifth-highest EPA for runs stopped among cornerbacks in the slot. This makes him a valuable part of his team's defensive line. He's struggled to stop passes from outside, and his EPA against this type of target is negative. This is the result of playing alongside unsafe linebackers who can't match up with Hilton's size, speed and route-running ability.
Slots work exactly the same way every game, so you won't be able to discover any secret tricks to beat them. However, there are a few things you can keep in mind to maximize your winnings.
Take a look at the RTP of a game before you start. This statistic tells you how many players could win on average over the course of time.
Slot Efficiency
The aim of efficiency in slot machines is to maximize the number of changes to the slot that can be made without breaking the constraints of a set of pre-defined rules. These constraints include, for example the minimal operational delay (usually expressed as scheduling delays) fairness, equity, fairness access, competition, environmental objectives and more. The process of distributing Exciting Slots isn't easy and optimizing it to achieve the desired performance metrics requires careful analysis of the factors involved.
In general, the process begins with the identification of types of requests to be prioritized based on established historical precedence. Once the type has been identified, the slot allocation model is then employed to reduce the delay criteria. However, numerous research gaps have been discovered in the optimization of slot scheduling models, particularly when it comes to trying to balance fairness and efficiency.
A popular method of prioritizing slot assignments is the ABC (assigned by velocity) strategy that collects information about the history of items and then determines the velocity group. Items that have the highest velocity get the best slots, whereas lower velocity items are placed further back in the warehouse.
Another key element of slot effectiveness is the distance factor, which measures the amount of space that needs to be allocated to support the pick-to-ship process. The factor takes into account the velocity group of the items, as in addition to their placement on racking and handling characteristics of the equipment.
It is crucial to consider the cost of a change in the slot to improve slot efficiency. A quick review of the typical slot change will aid managers in determining the cost of the change, as well as the effects it may affect other aspects of slot efficiency, such as velocity.
After a couple of 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 and 12 hours each month by using their traditional analysis but that doesn't count the time spent reviewing customer-rated data or preparing and analyzing new, actionable strategies.
Using the new recommendations from SRE the team was able to come up with dozens of game change suggestions that increased the revenue of players. In particular, 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 costs to enhancing 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 often targeted farther downfield and often face one-on-one coverage. What might surprise some, however, is that the top five slot players and the rest of the group score differently on perimeter targets.
Of the wide receivers that have seen 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 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 can move them into the slot more frequently however, they'll have to improve their perimeter scoring to maintain that high standard.
Speedy wideouts are the biggest benefits 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. Corey Coleman is the only wide receiver who isn't a speedy wideout, but could benefit from more slot time. He's a solid player for intermediate and short routes.
Jerry Jeudy, KJ Hamler and other possession-based receivers are at the low end of the list. They're more effective on shorter and intermediate routes than in deep areas. Jeudy, who will be the Rams principal slot receiver this year, is a sleeper pick. Courtland Cooper and Amari Sutton are expected to play a larger role in downfield targets. Hamler is likely to be a star in short-to-mid routes, since that's the way he performed in 2021 when he played for the Bills. He could be an excellent replacement for the former wideout Jordan Matthews.
Percentage of Snaps in the Slot
The amount of snaps a receiver makes in the slot can be a good indicator of their ability to run deep routes. However, it isn't always a reliable indicator of a receiver's skills 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 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 most of his targets come from outside and it's difficult to get a first down when playing a wide-open, deep route.
On the other hand, some receivers excel inside and can't do much on the outer. Robby Anderson, for example was given 978 snaps by the Panthers this season. He completed 74% of his route in the slot, as opposed to only 26% on boundaries routes. This is a significant difference and indicates how much more efficient he is when aligned in the slot.
Moreover there is 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% of his perimeter routes and is a pro in one-on-one coverage.
Speed receivers are usually more efficient when they line up inside, as they are able to get targeted down the field and often have one-on-one coverage. You'll find names like Mike Evans, Amari Cooper and Julio Jones in our top five.
McDuffie, Moore and other slot cornerbacks are also in this group. McDuffie is the leader in the NFL in forced fumbles, with seven, and Moore has the best tackle-stop performance (-3.5) on this list. By deploying McDuffie in the slot when they're running nickel or dime packages, and then deploying him on the outside of base defense, Spagnuolo has maximized his skills. Moore's ability in stopping big run plays is an enormous benefit when playing the slot.
Percentage of Snaps Outside
While top NFL receivers like Golden Tate, Larry Fitzgerald, and Baldwin excel on the perimeter, their slot counterparts are also just as good. As a whole wide receivers who have high slot receiving grades score touchdowns around the same amount as those who are on the perimeter. This is due to the fact that quarterbacks are more consistent in their targets when they throw to outside and slot wide receivers rather than other inside options such as tight ends and backfield passers.
It's interesting to see a player like CeeDee lamb on this list for 2022. He plays the slot in three WR sets, and flanker in 2 of them. Lamb is running more routes in the slot than most of the players on this list. This is an excellent method to gain matchup advantages for your team. It also helps to explain why Lamb is the top software providers for slots-rated receiver in our system.
Lamb also plays at the X-position and makes huge plays from outside. Lamb isn't as powerful as the players in this list, but he's still highly skilled and is an excellent fit for the Cowboys scheme.
Mecole Hardman, another player who is able to put huge numbers with targets of both kinds is a further example. He has a high slot receiving grade and is one of the league's best at catching back-shoulder throws, but he's also a great contested-catch threat.
Jalen Hilton is another player who is slot specialist. He's been positioned in this position on 85.7 percent of his defensive snaps thus far in the season. He has the third-lowest EPA for targets and the fifth-highest EPA for runs stopped among cornerbacks in the slot. This makes him a valuable part of his team's defensive line. He's struggled to stop passes from outside, and his EPA against this type of target is negative. This is the result of playing alongside unsafe linebackers who can't match up with Hilton's size, speed and route-running ability.
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