Roster Dynamics

Updated: July 3rd 2019

Dynamics sounds like a very technical term that might intimidate some people.  It really should not.  Definitions of dynamics may include something as simple as a process of change or the properties which affect change.  With regards to roster value in the fantasy football realm, this article focuses on how selected properties change our roster value over time and how these forces are affected by different league settings.  In particular, we look at the following primary sources of roster value change in this article: rookie draft picks, free agent auction acquisitions, waiver wire additions, trades, and changes in player values.

Why do we care about how our roster value changes?  The aforementioned properties can have big implications for how we approach initial fantasy start-ups and our off-season team building.  How do we maintain a competitive roster year to year for example?  The following gives the basics for thinking about how your team changes in value and the consequences of such changes.

Rookie Draft Picks

Rookie picks effectively make up a roster’s “income stream” from year to year in dynasty leagues and they are a primary source of added value each year to rosters in RSO leagues.  Each team reliably obtains a number of these picks each year, the number associated with how many rounds are included in a league’s draft.  There is a random component to how valuable these picks are due to uncertainty of each team’s relative finish before the season ends, quality of incoming rookie class, and other factors.  Rookie picks also tend to be relatively more easily transferrable when compared to specific players.

Key Considerations:  While the number of picks each team gets is typically the same for every team, the expected value of those picks can be vastly different.  The value of rookie picks from bad or rebuilding teams will typically far exceed that of competitive teams because rookie pick value is typically weighted so heavily toward the top picks.

League size also has a big impact on rookie pick values.  Two competing factors influence the impact of league size.  Bigger leagues with more teams lead to more starting players needed in the league making each startable player and consequently each draft pick more valuable (Note this analysis also applies to leagues with deeper starting requirements which make draft picks more valuable than in shallower leagues).   On the other hand, bigger leagues mean the average draft position of rookie picks decreases.  For example, the average rookie pick spot in the first and second rounds would be 5.5 and 15.5 in 10-team leagues where they would be 10.5 and 30.5 in 20-team leagues.  That is a huge discrepancy in values for random picks.  This latter effect dominates the earlier because the value of later draft picks drops so dramatically when compared to the relatively small increase in value due to increased starting requirements.

Free Agent Auction Acquisitions

This is the staple of roster change in RSO leagues.   Salary cap not spent on current contracts and rookies are available for the free agent auction.  The available free agents, current team rosters, available salary cap dollars, and other factors may vary dramatically from team to team and year to year.  This means applying a unique strategy to your free agent auction each year.

Key Considerations:  The number and length of available contracts in league settings has a big impact on the available player pool as the league moves forward each season.  A higher number of contracts available each year naturally leads to less players available for future free agent auctions as your league progresses.  This decrease in the supply of talent may eventually increase the prices of players during the free agent auction and trades.

In-season Free Agent and Waiver Wire Additions

Typical dynasty leagues setup a blind bidding pool for unrostered players with bidding periods taking place during the off-season and in-season.  For RSO leagues, whatever salary cap dollars not spent in the free agent auction are now available during the season for players not on contract and the waiver wire for claiming dropped player contracts.  The key implication of this is that a team’s yearly auction strategy directly impacts in-season additions.  Spending more cap dollars in the free agent auction reduces the cap available for in-season additions.

Key Considerations:  Many view roster size as the key component in waiver wire strategy.  The available player pool decreases as roster sizes grow larger.  Teams are more able to hold speculative players such as running back handcuffs and development rookies.  This provides less incentive to not utilize your salary cap dollars in the free agent auction.

There are a couple of arguments for holding more of your cap dollars to address in-season additions in certain situations.  First, many RSO startups and free agent auctions occur prior to NFL rosters and depth charts being set which means RSO teams speculate on which players win NFL battles for the last starting wide receiver or backup running back.  An RSO owner who spends more of their cap during the season may have an information advantage in many instances as NFL depth charts are mainly set at this point.  Second, more available in-season cap dollars gives an RSO team more flexibility in trade negotiations.  Teams up against the salary cap may be forced into including assets they do not want to give up as a way to make the trade work for cap purposes.

Trades

If rookie picks are the building blocks of fantasy teams, trades represent the transformation process for fantasy rosters in which we make our roster into the type we want.  We may divide trades into a few broad categories or combination of them.  Inter-positional trades involve exchanging players from one position group to another, such as trading a running back for a wide receiver.  Inter-temporal trades concern moving value in one time frame to another, for example a team trading cheaper rookie picks or a longer-term player in exchange for a more expensive shorter-term player.  A less common scenario, intra-positional trades, sees teams trading players from the same position group.  RSO leagues offer another alternative.  Salary cap space itself is an asset in RSO leagues.  We may therefore see trades in which one team gives up assets in order to gain salary cap space such as giving rookie draft picks in exchange for that team taking on a bad contract.

One thing we should note is that trades are not a zero sum game.  Both teams in a trade may increase their short-term winning chances by upgrading one position group at the expense of another position of strength.  A rebuilding team may sacrifice short-term production, which has zero or negative value to that particular team, in exchange for longer-term assets such as rookie picks.

Key Considerations:  View the league positional starting requirements.  One of the reasons I prefer leagues with increased quarterback and tight end values is that it opens up another world for trading.  Many basic fantasy leagues have so little separation between the values of most tight ends and quarterbacks that they are rarely more than simple “add-ons” for trades between other positions.  There exists no real motivation to make trades centered on wide receivers or running backs in exchange for tight ends or quarterbacks given the supply differences between the positions.  Adding value to quarterbacks and tight ends (by adding more starting spots to those positions for example) greatly increases the potential trade activity in many leagues.

Changes in Player Values

A funny thing happens in fantasy football when looking at player values.  Players are continuously depreciating assets meaning they are always losing production value.  Each year or game played is one more taken off the lifetime value of that player.  We just do not necessarily know ahead of time what that future production value will look like.  The market or trade value of a player, however, may see drastic ups and downs on a weekly basis.  New information such as injuries, suspensions, coaching, and surrounding depth charts makes a big impact on how the fantasy community views a player’s future production.

Key Considerations:  Maximize the difference between production value and trade value by acquiring players at valleys or trading away players at peaks in market value.  This requires anticipation of changes to a player’s situation such as moving up a depth chart or potentially moving teams to one with better surrounding talent.  We also must consider the sustainability of recent production factoring in the natural ups and downs of statistical production which happens to all players.

Main Takeaway

It is never easy maintaining a consistent winner year to year in fantasy football.  That task becomes even more difficult in deeper competitive leagues as the number of teams gets larger and larger.  This is particularly true in startups.  The primary avenues of adding roster value no longer produce enough talent to continuously improve your team as leagues get deeper with more teams. Rookie picks become less and less valuable.  The free agent pool eventually shrinks to players with little value.  The waiver wire becomes practically barren.   The focus of teams must move more toward trading for value and acquiring players which can reasonably see upticks in market value to trade later or accumulating those with market values below anticipated production levels.    


Bio:  Bernard Faller has degrees in engineering and economics.  He currently lives in Las Vegas and enjoys athletics, poker, and fantasy football in his free time.  Send your questions and comments (both good and bad) on Twitter @BernardFaller1.

More Analysis by Bernard Faller

Preparing Your RSO Offseason

Updated: May 28th 2017

The end of December is often when many of us reflect on what we accomplished in the current year, and things that we are thankful for heading into the next. In a couple of weeks, there may be some of you that can brag about your accomplishment of being a fantasy football champion. The writing isn’t on the wall just yet but I may be going championship-less for the first time in half a decade. There have been a number of reasons that things didn’t break my way this season. Fantasy football is often cyclical and this year was time to come back to the mean. What I want to do with this article is have an open discussion about what I have learned being in my second year here on RSO and across my four leagues with the hope that it may mirror what is happening with your teams.

Lesson #1: Leave cap leading into the season

Tyrell Williams

Every year players like, Tyrell Williams, come out of nowhere to help out your fantasy team win a championship.

In my home league, I came out as the inaugural champion and held on to a good core of my players. I didn’t have a lot of cap space, but I figured if I just signed one double-digit contract I would be okay. Fast forward to the beginning of October and I still hadn’t been able to add waiver breakouts like Terrelle Pryor, Tyrell Williams, Cole Beasley, Quincy Enunwa because I didn’t have the coin to outbid my league mates. By missing out on having the chance to buy these players I lost the opportunity to build more depth behind my starters. And when losing starters to injuries is not an if, but a when in fantasy, I was left starting some lackluster names in the middle of the season. Needless to say, I didn’t make the playoffs.

Moving into the offseason, the planning phase of my RSO leagues now, I have made it imperative in my salary cap Excel to just remove 5% of my available money. If it’s not there, don’t even look for it. There needs to be a buffer amount that you can bring into the season to be able to buy those players that break out in the first couple weeks. No matter how competent a league you believe you’re in, there are always players that get overlooked and are available on the wire. Inevitably, you will need to grab one or two of these players to use or at worst to keep them out of the hands of your competition. Learn from me, SAVE YOUR MONEY!

Lesson #2: Don’t be afraid of the big cut

Failure is not one of those feelings that people like to showcase to others. When we fail we want to sweep as much of it under the rug as possible. For reasons I don’t understand, some fantasy players think this means that they should quit their league. For those who have seen Russell Peters, the only phrase that comes to mind is, “BE A MAN!” If you can’t stick with a team at its worst, then you don’t deserve to be a part of the team at its best. Having said that you need to be unafraid of cutting a player, especially a big name player. Again referencing my home league, I have Aaron Rodgers on a larger than wanted contract and I am still pushed up against the cap. I will be looking to try and move him for a draft pick but most of my league mates are cheap when it comes to moving draft picks so I am unlikely to get even a 2nd for him.

**Sidebar, this is also why I advocate for leagues to have a Superflex spot to make the most important position in football have some value in fantasy football.**

Aaron Rodgers

In RSO, no player is safe from being a cut candidate with the salary cap a factor. Not even the magnificent Aaron Rodgers.

So what will I do? If I want to have more cap space I need to move him, even if that means just cutting him. Remember that cutting a player still gives you the option to buy them back in the auction and you get a 50% reduction in his dead cap. With a player like Rodgers, I likely would still be trying to buy him back, as long as he doesn’t cost more than the dead money I owe him plus his new deal. These are the decisions that you need to sit down and look at between the end of the season and the start of the 2017 offseason. Remember, cutting players in RSO can be a viable strategy to try and save cap space and try and rebuild your roster. If you know that you won’t hold a player that has multiple years remaining but others might want to add them you should release them before the season ends. They may claim him off waivers and relieve you of all their cap space. Keep in mind though that his dead cap will be loaded into the 2017 cap rather than spread out if you release them before RSO resets in 2017.

Lesson #3: Don’t Buy Anchors at Auctions

What do I mean by that? Multi-year deals in RSO are great because you get to hold onto players for several seasons before having to rebid on them. Especially if you can find a breakout player that you saved money on. This is how you build a championship team for more than one season. Too often though I see 3 and 4-year deals being the biggest contracts on a team and rarely are they attached to a name I would say deserves that money two years down the road. I was a victim of this by giving an $80M/4yr deal to Eddie Lacy in 2015. Luckily, I was able to get out from that contract before the beginning of this season by trading him elsewhere.

Matt Forte

One year deals aren’t bad if you use that money on the right players. Just ask Matt Forte owners whether they enjoyed gambling on him in 2016.

Being bogged down by other big, long contracts though has strained some of what I want to do in other leagues when it comes to trades, auctions and as previously mentioned waiver wire additions. This year will be a big change for me in my auction preparations and I likely won’t have a 3 or 4-year contract used in any of my leagues that will exceed $20M. Instead, I will look to acquire project players, and use the single year contracts to buy the trendy/hype players. I dabbled in it this strategy this year by offering only a 1-year deal to players like Ryan Mathews, Matt Forte, and LeSean McCoy. For the most part, it has worked out. I didn’t get committed to them and I will return their entire cap back into the pool for 2017. You should look to adopt this on some level in your own leagues based on the available talent in free agency. Having a player for only a year isn’t a bad thing and owners should learn to embrace the rental.

Find me on twitter, @naandrews19 to discuss any new strategies that you are looking to implement in 2017. Happy Holidays!

More Analysis by Nick Andrews

Guide to Starting RSO League

Updated: July 22nd 2016

Thinking of starting a Reality Sports Online league, but aren’t sure of what settings may create the best experience?  You’re in the right spot!  This piece will walk through the settings that I believe to be ideal for creating a new RSO league!

ROSTER REQUIREMENTS

Number of teams: 10
Roster Spots: 15
IR: Unlimited
I typically avoid 10 standard team leagues as the player pool is not deep enough for my liking, but I’m very fond of the format presented here.  These settings provide a balance of increasing the size of the player pool, while still forcing owners to face difficult lineup decisions on a week-to-week basis.  All of the leagues that I run offer unlimited IR slots.  Once you’ve designated a player to the IR in RSO leagues, they cannot be removed from that slot until the following season.  Placing the injured player on the IR saves you 50% of the player’s cap hit and frees up a roster spot.  Losing a player for the entire season is enough of a disadvantage to not also have to burn a roster spot and their full cap hit for the remainder of the season.

STARTING LINEUP

QB
QB
RB
RB
WR
WR
WR
TE
RB/WR/TE
RB/WR/TE
Bench
Bench
Bench
Bench
Bench
I’ve grown to be really fond of the 2QB format.  Quarterback may be the most important position in all of sports, but it’s far from that in standard fantasy football.  The strategy of drafting a QB late continues to gain momentum.  As the NFL has become more of a passing league, many QBs (not just the elite few) have seen an increase in production.  2QB or even Superflex leagues that feature an offensive player position to be filled with any QB/RB/WR/TE create a greater demand for QBs as they are the highest scoring position in fantasy football.  Forcing your league to start 20 quarterbacks makes the elite more valuable and eliminates the possibility of landing top 10-15 QBs at the end of your draft.
I’ve also eliminated the kicker and DEF/ST positions as I find them to be less strategic and more random positions to draft and evaluate on a week to week basis.  For more on my push to retire the DEF/ST positions, please read my column titled #NoMoreDEFST.

SCORING SETTINGS

Passing TD 4
Passing Yards .04 per yard
Interception -1
Rushing/Receiving TD 6
Rushing/Receiving Yards .1 per yard
Reception 0.5
These scoring settings are fairly standard.  While I prefer PPR to standard scoring, I believe that 0.5 points per reception is the best way to play.  It rewards players for their involvement in the passing game, but doesn’t equate to the same value as 10 yards rushing or receiving.  Pass-catching running backs are elevated in this format, but not as drastically as they are in full PPR scoring.

HOW MANY LONG-TERM CONTRACTS SHOULD BE AVAILABLE TO EACH OWNER?

I’m a fan of the standard settings for long-term contracts in the Free Agency Auction – one 4-year contract, two 3-year contracts, three 2-year contracts, and unlimited 1-year contracts.  While more may seem appealing, it’s important to have quality players available in the Free Agency Auction every year.

STARTUP SCHEDULE

Once you’ve created a RSO league, you’ll need to schedule the Rookie Draft.  As a startup league, you have no previous season to use as a basis for the draft order. Randomly assigning the order can create an imbalance in your league since the difference between Ezekiel Elliott and Paul Perkins is drastic.  I recommend making players drafted in the 1st and 2nd round of the NFL Draft ineligible for your inaugural Rookie Draft.  These ineligible players would then be available in your first Free Agency Auction.  Proceeding with the rookie draft in a randomized order/snake format should level the playing field.

OFF-SEASON SCHEDULE

In all keeper and dynasty leagues, communication is very important to keep the league moving forward, to maintain interest, and to get input from all owners.  Sending bi-weekly or monthly emails, even throughout the offseason, has worked for many of my leagues.  During the season, you can post Power Rankings, discuss the Standings, or recent trade activity.  In the offseason, you can develop a plan to replace any non-returning owners, schedule Owners’ Meetings (possibly as a conference call) to discuss the direction of the league, and discuss the rookie draft and trade market as teams get their rosters for the next season.

If this format interests you, please reach out to me on Twitter @DaveSanders_RSO!  I’ll be forming a new league with readers and my Twitter followers in August.  This is a great opportunity to try RSO for the first time!


Bio: An avid fan of all things NFL, Dave has been playing fantasy football since 1999.  Though Dave participates in all types of fantasy football including redraft and daily, he prefers keeper and dynasty leagues as talent evaluation and scouting are integral components of each. 

More Analysis by Dave Sanders