## Ultimate Team, Fantasy Sports and the Sorare Thesis

Professional sports give us something to aspire too. Players are celebrated as heroes and children grow up wanting to become them. It’s no secret that the internet, and games in particular, have found even more ways to engross us in the world of sports. But the terms of that engrossment are not incidental, they’re crucial. NBA TopShot lets users “own” iconic moments. FIFA Ultimate Team (UT) has players collect star footballers. Fantasy sports gives betters big stakes based on outcomes. These platforms offer us an opportunity to insert ourselves closer to the action. French start-up Sorare fuses these aspects in a way we haven’t seen before; it’s the greatest challenger to UT and fantasy sports in years (sorry PES).

## Ultimate Team

Some games seem to escape monetization punditry despite wild success (GTA:V!). EA’s Ultimate Team model goes relatively unstudied compared to the newest Supercell arrivals. Yet, Ultimate Team, and FIFA UT specifically (it’s in Madden as well as NHL), have clearly tapped into something:

These sort of numbers, overall growth rate, and sustainability make UT one of the most successful live service models of all time.

The UT game loop is eerily similar to many F2P collection RPGs: collect and upgrade rosters of “heroes” that increase in power level (called OVR or overall rating in UT).

By playing against a mix of CPU and real world opponents, players collect footballers who they can use to collect even more powerful footballers. One ingredient of the UT secret sauce is the lack of an end game. Payer churn is most likely to happen when content dries up but in Ultimate Team each yearly version of the game resets progression entirely.

## Fantasy Sports

In parallel, we’ve seen an explosion of fantasy sports in DraftKings and FanDuel. Players must bet on key real-world sport stars performing well against a deep scoring system.

But generally, fantasy sports doesn’t offer between bet progression in the same way that UT lets players grow OVR overtime. DraftKings has entry tokens, a store of value, but that’s hardly progression. There is some persistence in that high scoring players receive a unique cosmetic and access to exclusive betting pools. When leagues span a season, persistence emerges, allowing players to effectively GM a team. This creates multitudes of implicit side-bets. If you think a player is not likely to come back from injury his market price should drop accordingly. If it doesn’t, you can exploit that knowledge to avoid owning an asset that doesn’t generate fantasy points. Studying prices via markets and making forecasts turns out to be a pretty fun game.

## The Opportunity

### Community Reaction to New MLS Cards

But beyond markets, other key aspects drive fantasy and UT:

• Stakes (winning or losing matters)
• Persistence (more powerful overtime, build identity)
• Skill Progression (better short-run choices overtime)

The inclusion of stakes is rather obvious, but it doesn’t just have to be money. A top ranked game in a shooter is plenty tense enough. Or top Magic the Gathering matches as comparable in tension to top chess matches. The tension comes from what a win or loss would mean. It matters. Fantasy sports has this in spades, while FIFA has an extremely competitive ranked system and a strong e-sports community.

Persistence separates fantasy sports from some live service games. Many fantasy sports run over a short time period (a weekend) whereas persistence allows players to carry over the state of a prior session into a new one. Vertical progression is a literal interpretation of this.

Vertical progression or power progression means players earn more powerful and downside-free items overtime. Unlike, say, League of Legends where players earn different characters but the characters are intended to be equally powerful (horizontal progression). In Ultimate team, earning power is achieved by increasing the OVR of the team. Each player is tuned against a wall of stat dials, like this Kevin De Bruyne card.

Persistence also allows for the possibility of investment. Players play matches because it earns them characters. Higher level characters mean higher win probability. More win probability means earning more high level characters. But that entire loop may not complete in a single session. Players cycle throughout the loop, picking-off where they last left (in given OVR, currency balance, etc) from session to session. The expectation of future output based on today’s inputs is the definition of investment. Players can expect a given unit of input to pay a stream of benefits over their engagement with the game.

Persistence also lets players build in-game identities unlike, say, Chatroulette. How people think of themselves is largely a product of other people’s collective consciousness of what they think that person. A constant username, rank, icon, etc… builds relationships, identity, and a collective consciousness. MMO EVE Online, for example, has an entire history book devoted to the drama of the in-game events and player-to-player betrayals.

Skill progression/learning refers to players getting better at key moment-to-moment action/choices. It’s distinct from horizontal progression because it doesn’t necessitate the player unlocking new “choices” or expanding their in-game decision space (i.e. do I play as this Operator or this Operator in R6:Siege?). In CS:GO, this might refer to more accurate aim. In fantasy sports, this might mean signing the right players (“Goalies are less likely to get injured, so that investment is less volatile. I’ll sign a goalie”). Skill progression/learning hits diminishing returns quickly, so few players constitute the top of the sill distribution. It’s why ranked scores for players stabilize after a few games and only increase after hundred of hours of time spent. Mastering short-run gameplay is incredibly difficult.

## Sorare

Sorare has a market where prices can fluctuate based on buyer and seller demand. We also know Sorare has stakes since it’s based on the blockchain and players can take money “out” of the game. If a footballer doubles in price, the player also gets real life rich. (Editor’s note: I made it through 1500 words before mentioning Sorare is on the Blockchain. It’s the least interesting thing about the platform.)

Sorare’s vertical progression is delivered via built in levels to each card. From the website:

Every time a card is played in a game week, it accumulates experience (XP). The XP will help level up the card to a maximum of 20 levels in the space of 3 years.

A card with a higher level has a higher multiple on points. If a high level card does well, it scores a lot of points. Just fielding a player allows it to become more powerful. And it’s all monetized via auction house prices.

Skill based progression in Sorare is similar to fantasy sports: make correct predictions about footballer output. In Sorare, players put together “teams” of footballers to compete for points. If a footballer does well on the real life field, the card does well and thus the player does well. It’s unclear if players will get better at these sorts of predictions overtime, but I suspect few will. Unfortunately, this anchors progression to vertical growth. FIFA shines here as mastering controls and movement returns big gains in win probability. The process of mastery is also just so damn fun. That said, a series of 3rd party tools has emerged to help players excel at the skill based aspects of Sorare, so perhaps there’s more there than meets the eye.

## Closing Arguments

UT and fantasy sports are unique ways to engross fans in the world of sports. Markets, stakes, persistence, and skill progression are unique mechanics only found in games. Yet, we haven’t seen a sports game combine them in the right proportions. Sorare can be the first to do so. FIFA and fantasy sports are primed for a challenger; there’s a lot of pie to be won. But Sorare still has a ways to go. Oddly enough, monetization is solved for (auction house), engagement is a work in progress and acquisition is completely unproven. That’s the opposite of almost all start-up roadmaps. As the below chart suggests, the market opportunity will likely involve Sorare shifting a bit more up and to the left.

It’s really acquisition that needs the biggest boost, 26k Twitter followers won’t cut it. As a16z has pointed out, it’s up to Sorare to get distribution, before UT/Fantasy sports gets innovation. Do so likely rests on:

• Launching a mobile app
• Significant UA
• Signing more clubs

Other innovators are starting smell the opportunity as well, NBA Top Shot is moving to a player card model with “game” like aspects. This represents another threat and could box Sorare into football rather than expanding the platform to NFL, NHL etc. Hopefully Sorare’s recent \$50M Series A will be put to good use.

## A Simple Model of Cosmetics and Why They’re Hard to Sustain

In Six common mistakes when moving to live-service games and free-to-play, Ben Cousins argues that cosmetic-only monetization is a mistake:

The games that make billions from cosmetic-only economies typically only succeed because of the sheer numbers of players. On a per-user basis they actually have very poor monetization, relative to games that use more aggressive methods. This is because for a multiplayer game that is built from the ground-up to be about dominating other players, the proportion of the audience who are interested in self-expression via cosmetics is rather small.

He’s right. Traditional HD developers choose cosmetics because there are no core design implications. Cosmetics can be layered into nearly any game at any stage of production. But for it to “work” massive scale is needed and even then it’s risky. It’s no wonder that very few mobile games in the top 100 grossing that use cosmetics only monetization. But I also think Ben misidentifies the challenge of cosmetics. They are certainly not about self-expression (at least the successful ones). In fact, Ben is right: male-centric multiplayer games are about domination but this is why cosmetics are viable.

Ironically enough, this is best summed up by piece on “cam girl” economics:

Men want a few things, and probably one of the biggest is winning a competition.

You see, you’re not just trying to get a guy to pay you – you’re trying to get a guy to pay you in front of a bunch of other guys. This is a super key. A man wants to feel attention from an attractive women on him, and this is made even more satisfying when it’s to the exclusion of those around him. He is showing off his power by buying your happiness.

High-level cosmetics in multiplayer games often signal domination whether or not the cosmetic is attached to skill. Apex is particularly effective at this. Consider low and high level banners:

The stat tracker element directly shows a player’s time commitment to the game. We can also see the more exotic colors and shapes communicating danger. Sort of like the poisonous dart frogs: cute, but deadly.

And finisher animations are particularly humminating since both the player performing the finisher and the one being finished must watch.

None of this should be particularly surprising, we are political beings after all.

While these might be good observations, we need a falsifiable hypothesis of cosmetics. This allow us to make more predictive statements about how a new cosmetic will or will not sell. And to an economist this means a model!

## The Model

Consider a basic model of cosmetic demand:

$$D_i = (C_i{_j} -\mu{_j})P_jT_j$$

Where:

$$\bullet$$ $$Di$$ is demand for the $$i$$th cosmetic $$\\$$ $$\bullet$$ $$(C_i{_j} -\mu{_j})$$ is the level of differentiation of the cosmetic from the average cosmetic in circulation at that given cosmetic vector $$j$$. Just think of $$j$$ as any customizable "slot". This benchmarks the cosmetic against its closest comparables in the same way you wouldn't benchmark a goalie against a midfielder. $$\\$$ $$\bullet$$ $$P_j$$ is the prominence of the cosmetic vector or how "featured" the cosmetic is in-game (a watch versus an entire costume) $$\\$$ $$\bullet$$ $$T_j$$ is the amount of time the cosmetic vector is featured on screen, both for the owner and others $$\\$$ There's a lot to tease out of this model, but much of it is beyond the scope of this post. Let's instead focus in on the inflation problem or what's suggested by $$(C_i{_j} -\mu{_j})$$.
$$\\$$ There are two elements: the cosmetics level of the game and player's individual cosmetics level. Let's imagine a player starting a game at time $$t_1$$ and with cosmetic $$C_1$$. During this period, the player derives a certain amount of cosmetic utility, $$u_1$$. After earning a level, a player may unlock a higher rarity cosmetic ($$C_2$$) and choose to equip it. They move to $$u_2$$ at $$t_2$$ as a result.

## Player Cosmetic Utility Choice Model: Getting a Better Cosmetic

Now, let's consider what happens when a player unlocks another cosmetic ($$C_3$$), but this time the cosmetic is of lower rarity. Because $$u_2$$ > $$u_3$$ the player does not equip it.

## Player Cosmetic Utility Choice Model: Getting a Worse Cosmetic

Players are benchmarking a given cosmetic against the currently equipped cosmetic in the same slot. Overtime players earn/purchase cosmetics that give them higher and higher utility. This makes it harder and harder to sell cosmetics - each one must make the player better off then the one before it. Every player in the game is going through this journey, and as such the average cosmetic level rises, just as we modeled in $$\mu{_j}$$. And when this rises differentiation falls and with it quantity demanded. That's a long winded way of saying that cosmetic inflation hurts monetization.

## Horizontal or Vertical Progression

Progression is a powerful toolkit, even for cosmetics. One way to combat the inflation problem is essentially print more money. And by this I mean introduce higher and higher rarity. Riot, for example, introduced Ultimate II skins (3250 RP).

Alternatively, the horizontal way to attack this problem is to add cosmetic vectors. Dota 2 has mastered this with things like chat lines and ping cosmetics as customizable vectors. Of course, this too will face challenges are players collect more and more items in the given cosmetic vector.

Cosmetics are a hard road to follow and inflation is always chasing developers. It's important to think carefully about mitigation strategies and how to grow cosmetic vectors overtime as you would any other element of a live-service.