Steem Blockchain Data Analysis and a Proposal For Long Term Sustainability

in steemit •  8 years ago  (edited)

Thus far my two posts have detailed the reasons why I am highly skeptical of steem's long term sustainability. I'd like to provide some concrete numbers from blockchain analysis and propose a possible solution for generating revenue.

HOW THE BLOCKCHAIN WORKS

Below is a simplified diagram of how the newly minted steem is divvied up (to the best of my understanding).

There's actually no such thing as steem power in the system. There's only steem dollars, steem, and vests. 

Vests represent a claim to redeem steem from the vested pool upon powering down. The ratio at which you can do so is called "steem_per_mvest" which you can find on steemd. It's calculated by taking total_vesting_fund_steem / (total_vesting_shares / 1,000,000). 

In other words, steem per mvest is the amount of steem in the vested pool divided by the total number of mvests owned by all accounts. The "steem power" figure in your wallet is calculated on the fly using that conversion rate but it will change constantly.

Every block 30 steem are created (since liquidity rewards have gone away). 2.5 steem go into the pool and result in new vests (at the current steem per mvest ratio) paid out as rewards to curators, content contributors, and miners. 0.5 steem get converted into steem dollars (at the conversion rate set by witnesses) and paid to content contributors. 27 steem goes straight into the pool and results in neither new vests nor steem dollars.

Overall then 98.3% of new steem goes into the vested steem pool, 90% being straight vested steem and 8.3% being vested steem that also results in new vests. The other 1.7% gets converted into SMD rewards. 

THE BEGINNING

Since the steem per mvest figure is calculated with vested steem and total vests, how was the ratio determined in the beginning before any steem was vested? The 27 steem were not being dumped into the pool during the first week.

As far as I can tell, at that time the default ratio was 1 steem per mvest. Currently the figure is about 289 steem per mvest. Vests have gotten almost 300x as expensive in terms of steem since the first week.

To give you an idea of what that means, the first guy to power up was named "faddy." He put 357 steem into vests on March 25th, the day after mining began. 357 steem has a current market value of $528. But because he vested it so early his vests are currently valued at $103,000, at least on paper.

The official Steemit account is valued at over $100 million because they secured ~80% of the mining rewards during the first week and powered up 264,662 steem at one steem per million vests, giving them 264,662 mvests. Every week they power down (so far a total of 5.2 million steem and currently at a rate of ~$1 million per week) the steem per mvest ratio will increase resulting in more steem being paid out.

If you want to project the steem per mvest figure just take y = 1 + 2x where x is the number of days since the 27 steem started being dumped into the pool. This is because it's steem per mvest = (first-week-vested-steem + daily-new-vested-steem * number-of-days) / first-week-total-mvests. 1 first-week-vested-steem = 1 mvest, so that reduces to 1 + (daily-new-vested-steem / first-week-vested-steem) * number-of-days.

I believe there were ~390,000 or so steem vested in the first week, and at 27 vested steem per block (777,600 per day) that reduces to 2, hence 1 + 2x.

It may seem more complicated since powering up and powering down changes the number of vested steem and total vests. However these actions are always done at the current steem per mvest ratio so the conversion rate is unchanged.

HOW MUCH OF THE NETWORK IS POWERING DOWN?

I wrote a script (heavily borrowed from user jonblack who was analyzing bots, see here) which took the top 500 steem power holders from the rich list (who have 97% of network vests) and grabbed the entire history of their power downs. 

(Side note - if you want to write a script for this be aware that power downs are not blockchain transactions, they are virtual operations which you can access by taking an account name and using get_account_history)

I excluded the official Steemit account because of the top 500 they comprise 74% of power downs. The remaining top 499 make up 94% of network vests. Below are the results.

The graph spikes every week because for whatever reason a lot of the power downs happen around the same few days. You'll notice also that the peaks arch upwards as time goes on. This is largely because the steem per mvest figure is increasing every day so the same number of vests powered down result in progressively more steem.

To get a feel for how much powering down there is across the network I looked at the last two weeks and how much there was from the top 499 vs their ownership at the end of that two weeks. It's not a perfect way to calculate it but it showed that they powered down about 55% of what they could have given the ~1% per week limit.

Looking at the bottom 450 out of that 499 they powered down about 43% of what they could have in that same two weeks.

So overall the network is powering down more than I expected, somewhere between 40 - 50%.

HOW MUCH OF THE NETWORK IS POWERING UP?

I also ran a script looking through blockchain transactions for power ups from July 4th (the day of the first payout) through August 19th. The power ups are in blue and the power downs are in orange (the official Steemit account is excluded again here as they did not power up in that time).

I also made another chart to show net power ups (power ups minus power downs) for the same time frame.

I was somewhat surprised at how much powering up there was, but also you can see the chart trends downward. Again this is largely because the power downs are resulting in progressively more steem every week for each mvest.

ANALYSIS

The main takeaway I think is that assuming the powering down remains at 40-50% for some time the effects of steem inflation will become more pronounced each week. Given that currently about 4% of the total steem supply is in liquid form, the steem price is much higher than would otherwise be the case if it was all tradeable. 

The top 49 whales from above have 66% of the total vests. At some point their powering down might slow as they're no longer willing to trade voting power for steem. But this will take a while given the weekly limit and the fact that many of them are reaping large curation rewards. As such the new steem on the market each week might cause a long term down trend on the price.

As for power ups, I don't know how much of it is new investment and how much is steem dollar rewards being traded or converted to steem and powered up. My best guess is that steem dollar to vests represents a large chunk of the power ups. So how much new investment is there really?

The network could conceivably balance in terms of power ups and power downs at a lower steem price. But if the downward trend continues for long enough it could shatter investor confidence and trigger selloffs. A lower price might also make people unwilling to continue contributing and curating, although given the strong steem community that may not be much of an issue.

The two biggest questions in my mind are how does the network create demand for steem and how can it generate actual revenue?

WHY POWER UP?

For people buying steem and vesting it without the intention of gaming the curation (i.e., without expecting a payout) their money is pretty much worthless in terms of vote power. The steem per mvest conversion is really high (and growing) and their share of the vests would be terribly small. So what exactly do they get out of it?

I can imagine people buying in just for fun to participate in voting but I doubt that will be anywhere near enough to support the system.

STEEM DOLLARS AS A CURRENCY

The more widely accepted steem dollars become as a currency the more demand there will be for them. Currently bitcoin is the most integrated with the existing financial system and it's also the most secure. 

It took quite a while for bitcoin to achieve this, and while bitcoin has laid a lot of the groundwork for getting people to understand crypto, the steem network still has to prove its viability before more people consider accepting it as payment. And even then, as other alt coins have seen, real world integration is not something that comes easy.

Realistically I'm not sure this can be the source of the demand. Bitcoin (at least for now) already provides the utility people get from using crypto. And bitcoin is viewed as the surest bet to hold crypto long term since it's been around for almost eight years. Why switch to another currency?

STABLECOINS

One reason would be improved price stability since SMDs are supposed to be a stablecoin. If the stabilizing mechanism can work reasonably well, at least to the extent that it's significantly better than bitcoin price swings, then that might prove itself attractive enough for a faster real world integration.

While the stablecoin aspect is great, there are several significant drawbacks to steem dollars.

PRIVACY

Firstly there is a privacy problem. Bitcoin has one too -- everything is traceable. If someone can connect your public address to your real world identity then all your transactions can be tied to you. 

But with steem your actual account name is in the blockchain. If you've ever posted anything it might be trivial for someone to connect your account name to your identity. Even here on the Steemit website you can click on anyone's wallet and see their holdings along with a transaction history.

With bitcoin even if you can connect a public address to someone you still have to look at the transactions and figure out what all the other public addresses are in order to understand the wallet's activities. Tracing bitcoins, as far as I know, is not exactly straightfoward either. And there are plenty of ways to enhance privacy like mixing coins or not re-using addresses.

Can similar tools be built for steem?

I don't see why not for steem and steem dollars, but you'd want to keep all your vests in one account for voting power. Prying eyes, like the taxman, will still easily be able to see how much you've made in rewards. 

DOLLAR PEG

Another drawback is that SMDs are pegged to the US dollar. Many crpyto enthusiasts expect a dollar crash or large devaluation, so what would that mean for SMDs? That would hurt long term SMD holding prospects.

SMD DEMAND

If SMDs are supposed to be a general purpose currency then it's assumed that the demand for them will increase significantly. Currently there's 2.1 million of them and $2.1 million is nowhere near enough value for that sort of usage. 5.3 million steem per year get converted into SMDs so the supply depends upon the witness feed price conversion rate when rewards are paid out. 

At the current feed price the market cap of SMDs will be $17.6 million after three more years. How will SMDs ever be able to support anything except a tiny market of transactions? Is Steemit planning on altering the issuance model at some point?

The SMD supply also depends upon how many people use the "convert to steem" option but this only destroys SMDs and lowers the market cap.

A large surge in demand would also drive the market price of SMDs well above $1 and the only way to combat that is for witnesses to set the interest rate to zero. This might have a small marginal effect but for a large demand relative to the small SMD market cap I'm not sure what could be done. At that point the SMD price would likely fluctuate like other crypto and SMDs would lose their stablecoin property.

SINGLE PLATFORM CURRENCY

Ultimately I think the market will choose an uncensorable crypto-currency with security, privacy, scalability, and price stability. Even if SMDs could provide all of these things why would the market want currency that is tied to one platform within one space, i.e., monetized social media?

Steem sort of has it backwards. First you need a general purpose e-money on which to build any number of platforms for a wide variety of uses. That way if one of the platforms fails or gets outcompeted it doesn't destroy the underlying currency.

Instead Steemit has constructed one social media platform and built a currency, SMDs, on top of it. If the steem network dies or gets outcompeted then SMDs become worthless.

STEEM DEMAND

Lastly, just because demand is generated for SMDs doesn't mean it will for steem. Let's say SMDs emerge as a widely used crypto-currency. Why would the steem price go up as a result? General purpose users of SMDs don't care about what steem is doing. While the steem network would likely enjoy some interest from the association there's no guarantee that this will provide the sustainability needed for payouts.

AD REVENUE

At first I thought integrating ads would be very difficult if not impossible. If it were done through the Steemit website in the form of banner ads then Steemit, Inc., would get all the revenue and it wouldn't help the network.

If it were done through advertisers buying steem to power up so they can post and up vote articles promoting their product this would mean that, for the most part, they only have to buy in once. Normally ads are paid per click. Presently there's no way to accommodate that on the steem network.

One solution I thought of however is to let people sell ad space on their articles. The links to the ads could be stored on blockchain like the article text is. Advertisers could then have their steem account deducted every time someone clicks on an ad.

Of course you'd have to make sure the clicker has a steem account (the account fee would prevent sybil attacks). And you would need to filter out multiple clicks or obvious click collusion.

But ultimately the advertisers would pay if the click rate translated into real revenue for them. And having advertisers would bring in the much needed revenue to possibly sustain the network long term.

CONCLUSION

I remain bearish on steem. I don't see SMDs ever gaining traction as a currency and I think the inflation could kill the steem price before it has less of an effect in the coming years.

The strong community however may propel the platform forward despite these concerns and new sources of revenue may be discovered.

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Interesting info, thanks David! In regards to the Steem dollar peg and how it being pegged to the USD is a risk, @dan actually stated that is the biggest risk to Steem dollars just today. https://steemit.com/steemit/@dantheman/steem-dollars-have-limits

Interesting, thanks for the link!

I don't see why not for steem and steem dollars, but you'd want to keep all your vests in one account for voting power. Prying eyes, like the taxman, will still easily be able to see how much you've made.

I'm actually curious to see if this will work in our favour, in a mixed up kind of way. Imagine if there were thousands or even millions of people, making money right out in the open - publicly flouting the tax code. I can't think of a tax authority which has the resources or the level of competence to attempt to track down or audit millions of citizens. It might well mean that people decide to call that bluff.

Never thought of it that way. Given that Steemit is filled with anarchists that could be lol.

You know how the State works tho. Come down hard to make an example out of a few people and scare everyone else. It might not do anything tho.

Wonderful piece David! I'm going to have to read over it again in the morning to get everything out of the numbers, I'll give some more feedback at that point.

  ·  8 years ago (edited)

Great article david, I am sorry that it didn't pay you what it deserves. I was betting on this one to trend. I am also bearish too. Mainly because there are too many authors getting voted over good articles like this. Too many people upvoting popular authors.

Thanks for the read Skum.

Yeah I've been trying to look at some of the basic machinery and economics, but that doesn't even cover the issues you're bringing up here. There's an incentive to up vote popular authors b/c of the curation rewards.

I know there's a Robin Hood project where people are pooling steem to power up and reward lesser known authors. So maybe people are recognizing these issues and will be able to develop solutions. I'm not sure it will be enough though.

great in depth analysis and putting a lot of my intuitions into graphs ; )

At the current feed price the market cap of SMDs will be $17.6 million after three more years. How will SMDs ever be able to support anything expect a tiny market of transactions? Is Steemit planning on altering the issuance model at some point?
These are very valid questions that will hopefully be addressed in responses to your post. I look forward to the discussion.

Great article. I have a few considerations here, and please point out any concepts I missed in your article, because you provided a lot of good information.

The first thing I want to mention is that I don't believe the creators ever intended SMD to be used as a general purpose currency. It was strictly just supposed to be "influence" and "power" on the platform. I remember Ned and Dan talking about this one one interview they conducted. They explicitly stated that this was something new and different. Their hypothesis was that value for Steem could be created by enlarging the community around the coin and platform.

This also answers your question about how the platform creates demand for Steem. Apparently, demand is created as a result of people seeing value in the currency for various reasons. Someone mentioned that some companies would want to buy Steem power just for the purposes of promoting certain articles or pieces of content, and Ned mentioned that they have already been asked how to go about doing this.

However, in one of the comments below, you do say that an advertising function could be given to the authors to promote their material. I am certainly not against this idea, and that could come in handy. The creators did say that they expect a lot of different businesses to be built on top of Steem since it is open source.

Again, good job on the analysis, because I share many of your concerns, but perhaps I am just more optimistic. But even if it fails, this idea will eventually be perfected, as I am sure you agree.

In my mind, this suggests that there are a lot of ways, many of which have not been imagined yet, for continuing to add value to Steem as a cryptotoken.

Thanks for the read Sterlin.

"The first thing I want to mention is that I don't believe the creators ever intended SMD to be used as a general purpose currency."

Many that I have interacted with have argued that this is the goal and one of the prospects for long term growth and sustainability. Dan has intimated as much by talking about SMDs being used on markets to exchange for goods. Here is one example:

https://steemit.com/steem/@dan/steemit-s-evil-plan-for-cryptocurrency-world-domination

"It was strictly just supposed to be 'influence' and 'power' on the platform."

Well vests, i.e., "steem power," are strictly for platform power and cannot be traded or used as currency. SMDs are pegged to the US dollar to promote their use as a stable currency.

"Apparently, demand is created as a result of people seeing value in the currency for various reasons."

Sure, steem generates demand based on investment prospects and the unique utility of the platform (and I'm sure for other smaller reasons). But to continue reward payouts there needs to be a reason for a broader user base to buy in, otherwise the steem inflation will drive the price down. For the average person buying steem now and powering up that translates into basically no voting power. So where will the new investment come from?

I think integrating advertising could provide one major answer to sustainability. I'm sure it's being worked on.

"But even if it fails, this idea will eventually be perfected, as I am sure you agree."

I do!

"In my mind, this suggests that there are a lot of ways, many of which have not been imaged yet, for continuing to add value to Steem as a crypto-token."

It's possible, yes. The platform has potential if the problems can be overcome, and with a strong community that becomes more likely.

This is one interesting point you made, which I think should be discussed heavily:

"Sure, steem generates demand based on investment prospects and the unique utility of the platform (and I'm sure for other smaller reasons). But to continue reward payouts there needs to be a reason for a broader user base to buy in, otherwise the steem inflation will drive the price down. For the average person buying steem now and powering up that translates into basically no voting power. So where will the new investment come from?"

My question is this first, is speculation and investment the same thing to you?

Also, Steem inflation is supposed to be counterbalanced by the fact that most Steem is locked up as vests, plus the fact that dilution from SP holders also goes into payment of rewards, or can be calculated that way.

What do you think? You are much better at the number crunching part of this than I am.

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I think one of the ideas the founders are working with here is that people involved in using the currency and seeing value in it subjectively, is what is supposed to keep it afloat. In this regard, investments are not inherently required.

Tell me if I am missing something.

"seeing value in it subjectively, is what is supposed to keep it afloat"

I think they need a more concrete reason than that. I agree of course that value is subjective. I mean, look at Dogecoin. I think it was started as a joke. But it's still going because people just think it's funny. Humans will value things for an unlimited number of reasons.

For steem though people are treating it as a potential social media game changer. We should be able to identify reasons that people value the currency.

I do think a major part of that is speculation/investment. People are expecting the market cap to increase.

Another part is the utility you get out of using the platform because it's so unique.

"investments are not inherently required"

Not inherently no but I think that's what got the ball rolling. Someone had to start trading bitcoin or whatever for steem in order to give it a price. I think a lot of that was from speculators. So if their future expectations are not met in the form of an increased market cap they might bail.

People also put money into the currency because of the utility it allows in using the platform. As I argued above for various reasons I don't think this will be sufficient to sustain payouts.

The only advertising revenue steemit should accept is businesses buying steem for voting power and making a presence. No ads.

As I stated in the article my issue with that is they would only have to buy in once. Normally ad revenue is continuous because it's pay-per-click. Advertisers powering up wouldn't constitute on going revenue.

Another issue is what kind of visibility could they expect? Who would up vote an ad-based article and what prevents it from being down voted into oblivion?

Why not let content contributors sell ad space on their articles? Let them have a pay-per-click price that they set. That way advertisers have to constantly buy steem and contributors have an extra incentive to write quality content.

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Thank you for the explaination, a lot of this went over my head but I all adds to the picture puzzle that is Steemit

Glad I could provide a little clarity. And you're not alone. I still don't fully understand how it works.