In this week's edition of DDDD (Data-driven DD), I'll be going over the real reason why we have been seeing a rally for the past few weeks, defying all logic and fundamentals - retail investors. We'll look into several data sets to see how retail interest in stock markets have reached record levels in the past few weeks, how this affected stock prices, and why we've most likely seen the top at this point, unless we see one of the "positive catalysts" that I mentioned in my previous post, which is unlikely (except for more news about Remdesivir).
Disclaimer - This is not financial advice, and a lot of the content below is my personal opinion. In fact, the numbers, facts, or explanations presented below could be wrong and be made up. Don't buy random options because some person on the internet says so; look at what happened to all the SPY 220p 4/17 bag holders. Do your own research and come to your own conclusions on what you should do with your own money, and how levered you want to be based on your personal risk tolerance.
Inspiration
Most people who know me personally know that I spend an unhealthy amount of my free time in finance and trading as a hobby, even competing in paper options trading competitions when I was in high school. A few weeks ago, I had a friend ask if he could call me because he just installed Robinhood and wanted to buy SPY puts after seeing everyone on wallstreetbets post gains posts from all the tendies they’ve made from their SPY puts. The problem was, he actually didn’t understand how options worked at all, and needed a thorough explanation about how options are priced, what strike prices and expiration dates mean, and what the right strategy to buying options are. That’s how I knew we were at the euphoria stage of buying SPY puts - it’s when dumb money starts to pour in, and people start buying securities because they see everyone else making money and they want in, even if they have no idea what they’re buying, and price becomes dislocated from fundementals. Sure enough, less than a week later, we started the bull rally that we are currently in. Bubbles are formed when people buy something not because of logic or even gut feeling, but when people who previously weren’t involved see their dumb neighbors make tons of money from it, and they don’t want to miss out.
A few days ago, I started getting questions from other friends about what stocks they should buy and if I thought something was a good investment. That inspired me to dig a bit deeper to see how many other people are thinking the same thing.
Data
Ever since March, we’ve seen an unprecedented amount of money pour into the stock market from retail investors.
Google Search Trends
\"what stock should I buy\" Google Trends 2004 - 2020
\"what stock should I buy\" Google Trends 12 months
\"stocks\" Google Trends 2004 - 2020
\"stocks\" Google Trends 12 months
Brokerage data
Robinhood SPY holders
\"Robinhood\" Google Trends 12 months
wallstreetbets' favorite broker Google Trends 12 months
Excerpt from E*Trade earnings statement
Excerpt from Schwab earnings statement
TD Ameritrade Excerpt
Media
cnbc.com Alexa rank
CNBC viewership & rankings
wallstreetbets comments / day
​
investing comments / day
Analysis
What we can see from Reddit numbers, Google Trends, and CNBC stats is that in between the first week of March and first week of April, we see a massive inflow of retail interest in the stock market. Not only that, but this inflow of interest is coming from all age cohorts, from internet-using Zoomers to TV-watching Boomers. Robinhood SPY holdings and earnings reports from E*Trade, TD Ameritrade, and Schwab have also all confirmed record numbers of new clients, number of trades, and assets. There’s something interesting going on if you look closer at the numbers. The numbers growth in brokers for designed for “less sophisticated” investors (i.e. Robinhood and E*Trade) are much larger than for real brokers (i.e. Schwab and Ameritrade). This implies that the record number of new users and trade volume is coming from dumb money. The numbers shown here only really apply to the US and Canada, but there’s also data to suggest that there’s also record numbers of foreign investors pouring money into the US stock market as well.
However, after the third week of March, we see the interest start to slowly decline and plateau, indicating that we probably have seen most of those new investors who wanted to have a long position in the market do so.
SPX daily
Rationale
Pretty much everything past this point is purely speculation, and isn’t really backed up by any solid data so take whatever I say here with a cup of salt. We could see from the graph that new investor interest started with the first bull trap we saw in the initial decline from early March, and peaking right after the end of the crash in March. So it would be fair to guess that we’re seeing a record amount of interest in the stock market from a “buy the dip” mentality, especially from Robinhood-using Millennials. Here’s a few points on my rationalization of this behavior, based on very weak anecdotal evidence

• They missed out of their chance of getting in the stock market at the start of the bull market that happened at the end of 2009
• They’ve all seen the stock market make record gains throughout their adult lives, but believing that the market might be overheated, they were waiting for a crash
• Most of them have gotten towards the stage of their lives where they actually have some savings and can finally put some money aside for investments
• This stock market crash seems like their once-in-a-decade opportunity that they’ve been waiting for, so everyone jumped in
• Everyone’s stuck at their homes with vast amounts of unexpected free time on their hands

Most of these new investors got their first taste in the market near the bottom, and probably made some nice returns. Of course, since they didn’t know what they were doing, they probably put a very small amount of money at first, but after seeing a 10% return over one week, validating that maybe they do know something, they decide to slowly pour in more and more of their life savings. That’s what’s been fueling this bull market.
Sentiment & Magic Crayons
As I mentioned previously, this bull rally will keep going until enough bears convert to bulls. Markets go up when the amount of new bullish positions outnumber the amount of new bearish positions, and vice versa. Record amounts of new investors, who previously never held a position in the market before, fueled the bullish side of this equation, despite all the negative data that has come out and dislocating the price from fundamentals. All the smart money that was shorting the markets saw this happening, and flipped to become bulls because you don’t fight the trend, even if the trend doesn’t reflect reality.
From the data shown above, we can see new investor interest growth has started declining since mid March and started stagnating in early April. The declining volume in SPY since mid-March confirms this. That means, once the sentiment of the new retail investors starts to turn bearish, and everyone figures out how much the stocks they’re holding are really worth, another sell-off will begin. I’ve seen something very similar to this a few years ago with Bitcoin. Near the end of 2017, Bitcoin started to become mainstream and saw a flood of retail investors suddenly signing up for Coinbase (i.e. Robinhood) accounts and buying Bitcoin without actually understanding what it is and how it works. Suddenly everyone, from co-workers to grandparents, starts talking about Bitcoin and might have thrown a few thousand dollars into it. This appears to be a very similar parallel to what’s going on right now. Of course there’s differences here in that equities have an intrinsic value, although many of them have gone way above what they should be intrinsically worth, and the vast majority of retail investors don’t understand how to value companies. Then, during December, when people started thinking that the market was getting a bit overheated, some started taking their profits, and that’s when the prices crashed violently. This flip in sentiment now look like it has started with equities.
SPY daily
Technical Analysis, or magic crayons, is a discipline in finance that uses statistical analysis to predict market trends based on market sentiment. Of course, a lot of this is hand-wavy and is very subjective; two people doing TA on the same price history can end up getting opposite results, so TA should always be taken with a grain of salt and ideally be backed with underlying justification and not be blindly followed. In fact, I’ve since corrected the ascending wedge I had on SPY since my last post since this new wedge is a better fit for the new trading data.
There’s a few things going on in this chart. The entire bull rally we’ve had since the lows can be modelled using a rising wedge. This is a pattern where there is a convergence of a rising support and resistance trendline, along with falling volume. This indicates a slow decline in net bullish sentiment with investors, with smaller and smaller upside after each bounce off the support until it hits a resistance. The smaller the bounces, the less bullish investors are. When the bearish sentiment takes over across investors, the price breaks below this wedge - a breakdown, and indicates a start of another downtrend.
This happened when the wedge hit resistance at around 293, which is around the same price as the 200 day moving average, the 62% retracement (considered to be the upper bound of a bull trap), and a price level that acted as a support and resistance throughout 2019. The fact that it gapped down to break this wedge is also a strong signal, indicating a sudden swing in investor sentiment overnight. The volume of the break down also broke the downwards trend of volume we’ve had since the beginning of the bull rally, indicating a sudden surge of people selling their shares. This doesn’t necessarily mean that we will go straight from here, and I personally think that we will see the completion of a heads-and-shoulders pattern complete before SPY goes below 274, which in itself is a strong support level. In other words, SPY might go from 282 -> 274 -> 284 -> 274 before breaking the 274 support level.
VIX Daily
Doing TA is already sketchy, and doing TA on something like VIX is even more sketchy, but I found this interesting so I’ll mention it. Since the start of the bull rally, we’ve had VIX inside a descending channel. With the breakdown we had in SPY yesterday, VIX has also gapped up to have a breakout from this channel, indicating that we may see future volatility in the next week or so.
Putting Everything Together
Finally, we get to my thesis. This entire bull rally has been fueled by new retail investors buying the dip, bringing the stock price to euphoric levels. Over the past few weeks, we’ve been seeing the people waiting at the sidelines for years to get into the stock market slowly FOMO into the rally in smaller and smaller volumes, while the smart money have been locking in their profits at an even slower rate - hence an ascending wedge. As the amount of new retail interest in the stock market started slowed down, the amount of new bulls started to decline. It looks like Friday might have been the start of the bearish sentiment taking over, meaning it’s likely that 293 was the top, unless any significant bullish events happen in the next two weeks like a fourth round of stimulus, in which case we might see 300. This doesn’t mean we’ll instantly go back to circuit breakers on Monday, and we might see 282 -> 274 -> 284 -> 274 happen before panic, this time by the first-time investors, eventually bringing us down towards SPY 180.
tldr; we've reached the top
EDIT - I'll keep a my live thoughts here as we move throughout this week in case anyone's still reading this and interested.
5/4 8PM - /ES was red last night but steadily climbed, which was expected since 1h RSI was borderline oversold, leaving us to a slightly green day. /ES looks like it has momentum going up, but is approaching towards overbought territory now. Expecting it to go towards 284 (possibly where we'll open tomorrow) and bouncing back down from that price level
5/5 Market Open - Well there goes my price target. I guess at this point it might go up to 293 again, but will need a lot of momentum to push back there to 300. Seems like this is being driven by oil prices skyrocketing.
5/5 3:50PM - Volume for the upwards price action had very little volume behind it. Seeing a selloff EOD today, could go either way although I have a bearish bias. Going to hold cash until it goes towards one end of the 274-293 channel (see last week's thesis). Still believe that we will see it drop below 274 next week, but we might be moving sideways in the channel this week and a bit of next week before that happens. Plan for tomorrow is buy short dated puts if open < 285. Otherwise, wait till it goes to 293 before buying those puts
5/5 6PM - What we saw today could be a false breakout above 284. Need tomorrow to open below 285 for that to be confirmed. If so, my original thesis of it going back down to 274 before bouncing back up will still be in play.
5/6 EOD - Wasn't a false breakout. Looks like it's still forming the head-and-shoulders pattern mentioned before, but 288 instead of 284 as the level. Still not sure yet so I'm personally going to be holding cash and waiting this out for the next few days. Will enter into short positions if we either go near 293 again or drop below 270. Might look into VIX calls if VIX goes down near 30.
5/7 Market Open - Still waiting. If we break 289 we're probably heading to 293. I'll make my entry to short positions when we hit that a second time. There's very little bullish momentum left (see MACD 1D), so if we hit 293 and then drop back down, we'll have a MACD crossover event which many traders and algos use as a sell signal. Oil is doing some weird shit.
5/7 Noon - Looks like we're headed to 293. Picked up VIX 32.5c 5/27 since VIX is near 30.
5/7 11PM - /ES is hovering right above 2910, with 4h and 1h charts are bullish from MACD and 1h is almost overbought in RSI. Unless something dramatic happens we'll probably hit near 293 tomorrow, which is where I'll get some SPY puts. We might drop down before ever touching it, or go all the way to 295 (like last time) during the day, but expecting it to close at or below 293. After that I'm expecting a gap down Monday as we start the final leg down next week towards 274. Expecting 1D MACD to crossover in the final leg down, which will be a signal for bears to take over and institutions / day traders will start selling again
5/8 Market Open - Plan is to wait till a good entry today, either when technicals looks good or we hit 293, and then buy some SPY June 285p and July 275p
5/8 Noon - Everything still going according to plan. Most likely going to slowly inch towards 293 by EOD. Will probably pick up SPY puts and more VIX calls at power hour (3 - 4PM). Monday will probably gap down, although there's a small chance of one more green / sideways day before that happens if we have bullish catalysts on the weekend.
5/8 3:55PM - SPY at 292.60. This is probably going to be the closest we get to 293. Bought SPY 290-260 6/19 debit spreads and 292-272 5/15 debit spreads, as well as doubling down on VIX calls from yesterday, decreasing my cost basis. Still looks like there's room for one more green day on Monday, so I left some money on the side to double down if that's the case, although it's more likely than not we won't get there.
5/8 EOD - Looks like we barely touched 293 exactly AH before rebounding down. Too bad you can't buy options AH, but more convinced we'll see a gap down on Monday. Going to work on another post over the weekend and do my updates there. Have a great weekend everyone!

https://preview.redd.it/b80c05tnb9e51.jpg?width=2550&format=pjpg&auto=webp&s=850282c1a3962466ed44f73886dae1c8872d0f31
Submitted for consideration to The Great Reddit Scaling Bake-Off
Baked by the pastry chefs at Offchain Labs
Please send questions or comments to [[email protected] ](mailto:[email protected])
1. Overview
We're excited to submit Arbitrum Rollup for consideration to The Great Reddit Scaling Bake-Off. Arbitrum Rollup is the only Ethereum scaling solution that supports arbitrary smart contracts without compromising on Ethereum's security or adding points of centralization. For Reddit, this means that Arbitrum can not only scale the minting and transfer of Community Points, but it can foster a creative ecosystem built around Reddit Community Points enabling points to be used in a wide variety of third party applications. That's right -- you can have your cake and eat it too!
Arbitrum Rollup isn't just Ethereum-style. Its Layer 2 transactions are byte-for-byte identical to Ethereum, which means Ethereum users can continue to use their existing addresses and wallets, and Ethereum developers can continue to use their favorite toolchains and development environments out-of-the-box with Arbitrum. Coupling Arbitrum’s tooling-compatibility with its trustless asset interoperability, Reddit not only can scale but can onboard the entire Ethereum community at no cost by giving them the same experience they already know and love (well, certainly know).
To benchmark how Arbitrum can scale Reddit Community Points, we launched the Reddit contracts on an Arbitrum Rollup chain. Since Arbitrum provides full Solidity support, we didn't have to rewrite the Reddit contracts or try to mimic their functionality using an unfamiliar paradigm. Nope, none of that. We launched the Reddit contracts unmodified on Arbitrum Rollup complete with support for minting and distributing points. Like every Arbitrum Rollup chain, the chain included a bridge interface in which users can transfer Community Points or any other asset between the L1 and L2 chains. Arbitrum Rollup chains also support dynamic contract loading, which would allow third-party developers to launch custom ecosystem apps that integrate with Community Points on the very same chain that runs the Reddit contracts.
1.1 Why Ethereum
Perhaps the most exciting benefit of distributing Community Points using a blockchain is the ability to seamlessly port points to other applications and use them in a wide variety of contexts. Applications may include simple transfers such as a restaurant that allows Redditors to spend points on drinks. Or it may include complex smart contracts -- such as placing Community Points as a wager for a multiparty game or as collateral in a financial contract.
The common denominator between all of the fun uses of Reddit points is that it needs a thriving ecosystem of both users and developers, and the Ethereum blockchain is perhaps the only smart contract platform with significant adoption today. While many Layer 1 blockchains boast lower cost or higher throughput than the Ethereum blockchain, more often than not, these attributes mask the reality of little usage, weaker security, or both.
Perhaps another platform with significant usage will rise in the future. But today, Ethereum captures the mindshare of the blockchain community, and for Community Points to provide the most utility, the Ethereum blockchain is the natural choice.
1.2 Why Arbitrum
While Ethereum's ecosystem is unmatched, the reality is that fees are high and capacity is too low to support the scale of Reddit Community Points. Enter Arbitrum. Arbitrum Rollup provides all of the ecosystem benefits of Ethereum, but with orders of magnitude more capacity and at a fraction of the cost of native Ethereum smart contracts. And most of all, we don't change the experience from users. They continue to use the same wallets, addresses, languages, and tools.
Arbitrum Rollup is not the only solution that can scale payments, but it is the only developed solution that can scale both payments and arbitrary smart contracts trustlessly, which means that third party users can build highly scalable add-on apps that can be used without withdrawing money from the Rollup chain. If you believe that Reddit users will want to use their Community Points in smart contracts--and we believe they will--then it makes the most sense to choose a single scaling solution that can support the entire ecosystem, eliminating friction for users.
We view being able to run smart contracts in the same scaling solution as fundamentally critical since if there's significant demand in running smart contracts from Reddit's ecosystem, this would be a load on Ethereum and would itself require a scaling solution. Moreover, having different scaling solutions for the minting/distribution/spending of points and for third party apps would be burdensome for users as they'd have to constantly shuffle their Points back and forth.
2. Arbitrum at a glance
Arbitrum Rollup has a unique value proposition as it offers a combination of features that no other scaling solution achieves. Here we highlight its core attributes.
Decentralized. Arbitrum Rollup is as decentralized as Ethereum. Unlike some other Layer 2 scaling projects, Arbitrum Rollup doesn't have any centralized components or centralized operators who can censor users or delay transactions. Even in non-custodial systems, centralized components provide a risk as the operators are generally incentivized to increase their profit by extracting rent from users often in ways that severely degrade user experience. Even if centralized operators are altruistic, centralized components are subject to hacking, coercion, and potential liability.
Massive Scaling. Arbitrum achieves order of magnitude scaling over Ethereum's L1 smart contracts. Our software currently supports 453 transactions-per-second for basic transactions (at 1616 Ethereum gas per tx). We have a lot of room left to optimize (e.g. aggregating signatures), and over the next several months capacity will increase significantly. As described in detail below, Arbitrum can easily support and surpass Reddit's anticipated initial load, and its capacity will continue to improve as Reddit's capacity needs grow.
Low cost. The cost of running Arbitrum Rollup is quite low compared to L1 Ethereum and other scaling solutions such as those based on zero-knowledge proofs. Layer 2 fees are low, fixed, and predictable and should not be overly burdensome for Reddit to cover. Nobody needs to use special equipment or high-end machines. Arbitrum requires validators, which is a permissionless role that can be run on any reasonable on-line machine. Although anybody can act as a validator, in order to protect against a “tragedy of the commons” and make sure reputable validators are participating, we support a notion of “invited validators” that are compensated for their costs. In general, users pay (low) fees to cover the invited validators’ costs, but we imagine that Reddit may cover this cost for its users. See more on the costs and validator options below.
Ethereum Developer Experience. Not only does Arbitrum support EVM smart contracts, but the developer experience is identical to that of L1 Ethereum contracts and fully compatible with Ethereum tooling. Developers can port existing Solidity apps or write new ones using their favorite and familiar toolchains (e.g. Truffle, Buidler). There are no new languages or coding paradigms to learn.
Ethereum wallet compatibility. Just as in Ethereum, Arbitrum users need only hold keys, but do not have to store any coin history or additional data to protect or access their funds. Since Arbitrum transactions are semantically identical to Ethereum L1 transactions, existing Ethereum users can use their existing Ethereum keys with their existing wallet software such as Metamask.
Token interoperability. Users can easily transfer their ETH, ERC-20 and ERC-721 tokens between Ethereum and the Arbitrum Rollup chain. As we explain in detail below, it is possible to mint tokens in L2 that can subsequently be withdrawn and recognized by the L1 token contract.
Fast finality. Transactions complete with the same finality time as Ethereum L1 (and it's possible to get faster finality guarantees by trading away trust assumptions; see the Arbitrum Rollup whitepaper for details).
Non-custodial. Arbitrum Rollup is a non-custodial scaling solution, so users control their funds/points and neither Reddit nor anyone else can ever access or revoke points held by users.
Censorship Resistant. Since it's completely decentralized, and the Arbitrum protocol guarantees progress trustlessly, Arbitrum Rollup is just as censorship-proof as Ethereum.
Block explorer. The Arbitrum Rollup block explorer allows users to view and analyze transactions on the Rollup chain.
Limitations
Although this is a bake-off, we're not going to sugar coat anything. Arbitrum Rollup, like any Optimistic Rollup protocol, does have one limitation, and that's the delay on withdrawals.
As for the concrete length of the delay, we've done a good deal of internal modeling and have blogged about this as well. Our current modeling suggests a 3-hour delay is sufficient (but as discussed in the linked post there is a tradeoff space between the length of the challenge period and the size of the validators’ deposit).
Note that this doesn't mean that the chain is delayed for three hours. Arbitrum Rollup supports pipelining of execution, which means that validators can keep building new states even while previous ones are “in the pipeline” for confirmation. As the challenge delays expire for each update, a new state will be confirmed (read more about this here).
So activity and progress on the chain are not delayed by the challenge period. The only thing that's delayed is the consummation of withdrawals. Recall though that any single honest validator knows immediately (at the speed of L1 finality) which state updates are correct and can guarantee that they will eventually be confirmed, so once a valid withdrawal has been requested on-chain, every honest party knows that the withdrawal will definitely happen. There's a natural place here for a liquidity market in which a validator (or someone who trusts a validator) can provide withdrawal loans for a small interest fee. This is a no-risk business for them as they know which withdrawals will be confirmed (and can force their confirmation trustlessly no matter what anyone else does) but are just waiting for on-chain finality.
3. The recipe: How Arbitrum Rollup works
For a description of the technical components of Arbitrum Rollup and how they interact to create a highly scalable protocol with a developer experience that is identical to Ethereum, please refer to the following documents:
Arbitrum Rollup Whitepaper
Arbitrum academic paper (describes a previous version of Arbitrum)
4. Developer docs and APIs
For full details about how to set up and interact with an Arbitrum Rollup chain or validator, please refer to our developer docs, which can be found at https://developer.offchainlabs.com/.
Note that the Arbitrum version described on that site is older and will soon be replaced by the version we are entering in Reddit Bake-Off, which is still undergoing internal testing before public release.
5. Who are the validators?
As with any Layer 2 protocol, advancing the protocol correctly requires at least one validator (sometimes called block producers) that is honest and available. A natural question is: who are the validators?
Recall that the validator set for an Arbitrum chain is open and permissionless; anyone can start or stop validating at will. (A useful analogy is to full nodes on an L1 chain.) But we understand that even though anyone can participate, Reddit may want to guarantee that highly reputable nodes are validating their chain. Reddit may choose to validate the chain themselves and/or hire third-party validators.To this end, we have begun building a marketplace for validator-for-hire services so that dapp developers can outsource validation services to reputable nodes with high up-time. We've announced a partnership in which Chainlink nodes will provide Arbitrum validation services, and we expect to announce more partnerships shortly with other blockchain infrastructure providers.
Although there is no requirement that validators are paid, Arbitrum’s economic model tracks validators’ costs (e.g. amount of computation and storage) and can charge small fees on user transactions, using a gas-type system, to cover those costs. Alternatively, a single party such as Reddit can agree to cover the costs of invited validators.
6. Reddit Contract Support
Since Arbitrum contracts and transactions are byte-for-byte compatible with Ethereum, supporting the Reddit contracts is as simple as launching them on an Arbitrum chain.
Minting. Arbitrum Rollup supports hybrid L1/L2 tokens which can be minted in L2 and then withdrawn onto the L1. An L1 contract at address A can make a special call to the EthBridge which deploys a "buddy contract" to the same address A on an Arbitrum chain. Since it's deployed at the same address, users can know that the L2 contract is the authorized "buddy" of the L1 contract on the Arbitrum chain.
For minting, the L1 contract is a standard ERC-20 contract which mints and burns tokens when requested by the L2 contract. It is paired with an ERC-20 contract in L2 which mints tokens based on whatever programmer provided minting facility is desired and burns tokens when they are withdrawn from the rollup chain. Given this base infrastructure, Arbitrum can support any smart contract based method for minting tokens in L2, and indeed we directly support Reddit's signature/claim based minting in L2.
Batch minting. What's better than a mint cookie? A whole batch! In addition to supporting Reddit’s current minting/claiming scheme, we built a second minting design, which we believe outperforms the signature/claim system in many scenarios.
In the current system, Reddit periodically issues signed statements to users, who then take those statements to the blockchain to claim their tokens. An alternative approach would have Reddit directly submit the list of users/amounts to the blockchain and distribute the tokens to the users without the signature/claim process.
To optimize the cost efficiency of this approach, we designed an application-specific compression scheme to minimize the size of the batch distribution list. We analyzed the data from Reddit's previous distributions and found that the data is highly compressible since token amounts are small and repeated, and addresses appear multiple times. Our function groups transactions by size, and replaces previously-seen addresses with a shorter index value. We wrote client code to compress the data, wrote a Solidity decompressing function, and integrated that function into Reddit’s contract running on Arbitrum.
When we ran the compression function on the previous Reddit distribution data, we found that we could compress batched minting data down to to 11.8 bytes per minting event (averaged over a 6-month trace of Reddit’s historical token grants)compared with roughly 174 bytes of on-chain data needed for the signature claim approach to minting (roughly 43 for an RLP-encoded null transaction + 65 for Reddit's signature + 65 for the user's signature + roughly 8 for the number of Points) .
The relative benefit of the two approaches with respect to on-chain call data cost depends on the percentage of users that will actually claim their tokens on chain. With the above figures, batch minting will be cheaper if roughly 5% of users redeem their claims. We stress that our compression scheme is not Arbitrum-specific and would be beneficial in any general-purpose smart contract platform.
8. Benchmarks and costs
In this section, we give the full costs of operating the Reddit contracts on an Arbitrum Rollup chain including the L1 gas costs for the Rollup chain, the costs of computation and storage for the L2 validators as well as the capital lockup requirements for staking.
Arbitrum Rollup is still on testnet, so we did not run mainnet benchmarks. Instead, we measured the L1 gas cost and L2 workload for Reddit operations on Arbitrum and calculated the total cost assuming current Ethereum gas prices. As noted below in detail, our measurements do not assume that Arbitrum is consuming the entire capacity of Ethereum. We will present the details of our model now, but for full transparency you can also play around with it yourself and adjust the parameters, by copying the spreadsheet found here.
Our cost model is based on measurements of Reddit’s contracts, running unmodified (except for the addition of a batch minting function) on Arbitrum Rollup on top of Ethereum.
On the distribution of transactions and frequency of assertions. Reddit's instructions specify the following minimum parameters that submissions should support:
Over a 5 day period, your scaling PoC should be able to handle:

• 100,000 point claims (minting & distributing points)
• 25,000 subscriptions
• 75,000 one-off points burning
• 100,000 transfers

We provide the full costs of operating an Arbitrum Rollup chain with this usage under the assumption that tokens are minted or granted to users in batches, but other transactions are uniformly distributed over the 5 day period. Unlike some other submissions, we do not make unrealistic assumptions that all operations can be submitted in enormous batches. We assume that batch minting is done in batches that use only a few percent on an L1 block’s gas, and that other operations come in evenly over time and are submitted in batches, with one batch every five minutes to keep latency reasonable. (Users are probably already waiting for L1 finality, which takes at least that long to achieve.)
We note that assuming that there are only 300,000 transactions that arrive uniformly over the 5 day period will make our benchmark numbers lower, but we believe that this will reflect the true cost of running the system. To see why, say that batches are submitted every five minutes (20 L1 blocks) and there's a fixed overhead of c bytes of calldata per batch, the cost of which will get amortized over all transactions executed in that batch. Assume that each individual transaction adds a marginal cost of t. Lastly assume the capacity of the scaling system is high enough that it can support all of Reddit's 300,000 transactions within a single 20-block batch (i.e. that there is more than c + 300,000*t byes of calldata available in 20 blocks).
Consider what happens if c, the per-batch overhead, is large (which it is in some systems, but not in Arbitrum). In the scenario that transactions actually arrive at the system's capacity and each batch is full, then c gets amortized over 300,000 transactions. But if we assume that the system is not running at capacity--and only receives 300,000 transactions arriving uniformly over 5 days-- then each 20-block assertion will contain about 200 transactions, and thus each transaction will pay a nontrivial cost due to c.
We are aware that other proposals presented scaling numbers assuming that 300,000 transactions arrived at maximum capacity and was executed in a single mega-transaction, but according to our estimates, for at least one such report, this led to a reported gas price that was 2-3 orders of magnitude lower than it would have been assuming uniform arrival. We make more realistic batching assumptions, and we believe Arbitrum compares well when batch sizes are realistic.
Our model. Our cost model includes several sources of cost:

• L1 gas costs: This is the cost of posting transactions as calldata on the L1 chain, as well as the overhead associated with each batch of transactions, and the L1 cost of settling transactions in the Arbitrum protocol.
• Validator’s staking costs: In normal operation, one validator will need to be staked. The stake is assumed to be 0.2% of the total value of the chain (which is assumed to be $1 per user who is eligible to claim points). The cost of staking is the interest that could be earned on the money if it were not staked.
• Validator computation and storage: Every validator must do computation to track the chain’s processing of transactions, and must maintain storage to keep track of the contracts’ EVM storage. The cost of computation and storage are estimated based on measurements, with the dollar cost of resources based on Amazon Web Services pricing.

It’s clear from our modeling that the predominant cost is for L1 calldata. This will probably be true for any plausible rollup-based system.
Our model also shows that Arbitrum can scale to workloads much larger than Reddit’s nominal workload, without exhausting L1 or L2 resources. The scaling bottleneck will ultimately be calldata on the L1 chain. We believe that cost could be reduced substantially if necessary by clever encoding of data. (In our design any compression / decompression of L2 transaction calldata would be done by client software and L2 programs, never by an L1 contract.)
9. Status of Arbitrum Rollup
Arbitrum Rollup is live on Ethereum testnet. All of the code written to date including everything included in the Reddit demo is open source and permissively licensed under the Apache V2 license. The first testnet version of Arbitrum Rollup was released on testnet in February. Our current internal version, which we used to benchmark the Reddit contracts, will be released soon and will be a major upgrade.
Both the Arbitrum design as well as the implementation are heavily audited by independent third parties. The Arbitrum academic paper was published at USENIX Security, a top-tier peer-reviewed academic venue. For the Arbitrum software, we have engaged Trail of Bits for a security audit, which is currently ongoing, and we are committed to have a clean report before launching on Ethereum mainnet.
10. Reddit Universe Arbitrum Rollup Chain
The benchmarks described in this document were all measured using the latest internal build of our software. When we release the new software upgrade publicly we will launch a Reddit Universe Arbitrum Rollup chain as a public demo, which will contain the Reddit contracts as well as a Uniswap instance and a Connext Hub, demonstrating how Community Points can be integrated into third party apps. We will also allow members of the public to dynamically launch ecosystem contracts. We at Offchain Labs will cover the validating costs for the Reddit Universe public demo.
If the folks at Reddit would like to evaluate our software prior to our public demo, please email us at [email protected] and we'd be more than happy to provide early access.
11. Even more scaling: Arbitrum Sidechains
Rollups are an excellent approach to scaling, and we are excited about Arbitrum Rollup which far surpasses Reddit's scaling needs. But looking forward to Reddit's eventual goal of supporting hundreds of millions of users, there will likely come a time when Reddit needs more scaling than any Rollup protocol can provide.
While Rollups greatly reduce costs, they don't break the linear barrier. That is, all transactions have an on-chain footprint (because all calldata must be posted on-chain), albeit a far smaller one than on native Ethereum, and the L1 limitations end up being the bottleneck for capacity and cost. Since Ethereum has limited capacity, this linear use of on-chain resources means that costs will eventually increase superlinearly with traffic.
The good news is that we at Offchain Labs have a solution in our roadmap that can satisfy this extreme-scaling setting as well: Arbitrum AnyTrust Sidechains. Arbitrum Sidechains are similar to Arbitrum Rollup, but deviate in that they name a permissioned set of validators. When a chain’s validators agree off-chain, they can greatly reduce the on-chain footprint of the protocol and require almost no data to be put on-chain. When validators can't reach unanimous agreement off-chain, the protocol reverts to Arbitrum Rollup. Technically, Arbitrum Sidechains can be viewed as a hybrid between state channels and Rollup, switching back and forth as necessary, and combining the performance and cost that state channels can achieve in the optimistic case, with the robustness of Rollup in other cases. The core technical challenge is how to switch seamlessly between modes and how to guarantee that security is maintained throughout.
Arbitrum Sidechains break through this linear barrier, while still maintaining a high level of security and decentralization. Arbitrum Sidechains provide the AnyTrust guarantee, which says that as long as any one validator is honest and available (even if you don't know which one will be), the L2 chain is guaranteed to execute correctly according to its code and guaranteed to make progress. Unlike in a state channel, offchain progress does not require unanimous consent, and liveness is preserved as long as there is a single honest validator.
Note that the trust model for Arbitrum Sidechains is much stronger than for typical BFT-style chains which introduce a consensus "voting" protocols among a small permissioned group of validators. BFT-based protocols require a supermajority (more than 2/3) of validators to agree. In Arbitrum Sidechains, by contrast, all you need is a single honest validator to achieve guaranteed correctness and progress. Notice that in Arbitrum adding validators strictly increases security since the AnyTrust guarantee provides correctness as long as any one validator is honest and available. By contrast, in BFT-style protocols, adding nodes can be dangerous as a coalition of dishonest nodes can break the protocol.
Like Arbitrum Rollup, the developer and user experiences for Arbitrum Sidechains will be identical to that of Ethereum. Reddit would be able to choose a large and diverse set of validators, and all that they would need to guarantee to break through the scaling barrier is that a single one of them will remain honest.
We hope to have Arbitrum Sidechains in production in early 2021, and thus when Reddit reaches the scale that surpasses the capacity of Rollups, Arbitrum Sidechains will be waiting and ready to help.
While the idea to switch between channels and Rollup to get the best of both worlds is conceptually simple, getting the details right and making sure that the switch does not introduce any attack vectors is highly non-trivial and has been the subject of years of our research (indeed, we were working on this design for years before the term Rollup was even coined).
12. How Arbitrum compares
We include a comparison to several other categories as well as specific projects when appropriate. and explain why we believe that Arbitrum is best suited for Reddit's purposes. We focus our attention on other Ethereum projects.
Payment only Rollups. Compared to Arbitrum Rollup, ZK-Rollups and other Rollups that only support token transfers have several disadvantages:

• As outlined throughout the proposal, we believe that the entire draw of Ethereum is in its rich smart contracts support which is simply not achievable with today's zero-knowledge proof technology. Indeed, scaling with a ZK-Rollup will add friction to the deployment of smart contracts that interact with Community Points as users will have to withdraw their coins from the ZK-Rollup and transfer them to a smart contract system (like Arbitrum). The community will be best served if Reddit builds on a platform that has built-in, frictionless smart-contract support.
• All other Rollup protocols of which we are aware employ a centralized operator. While it's true that users retain custody of their coins, the centralized operator can often profit from censoring, reordering, or delaying transactions. A common misconception is that since they're non-custodial protocols, a centralized sequencer does not pose a risk but this is incorrect as the sequencer can wreak havoc or shake down users for side payments without directly stealing funds.
• Sidechain type protocols can eliminate some of these issues, but they are not trustless. Instead, they require trust in some quorum of a committee, often requiring two-third of the committee to be honest, compared to rollup protocols like Arbitrum that require only a single honest party. In addition, not all sidechain type protocols have committees that are diverse, or even non-centralized, in practice.
• Plasma-style protocols have a centralized operator and do not support general smart contracts.

13. Concluding Remarks
While it's ultimately up to the judges’ palate, we believe that Arbitrum Rollup is the bakeoff choice that Reddit kneads. We far surpass Reddit's specified workload requirement at present, have much room to optimize Arbitrum Rollup in the near term, and have a clear path to get Reddit to hundreds of millions of users. Furthermore, we are the only project that gives developers and users the identical interface as the Ethereum blockchain and is fully interoperable and tooling-compatible, and we do this all without any new trust assumptions or centralized components.
But no matter how the cookie crumbles, we're glad to have participated in this bake-off and we thank you for your consideration.
About Offchain Labs
Offchain Labs, Inc. is a venture-funded New York company that spun out of Princeton University research, and is building the Arbitrum platform to usher in the next generation of scalable, interoperable, and compatible smart contracts. Offchain Labs is backed by Pantera Capital, Compound VC, Coinbase Ventures, and others.
Leadership Team
Ed Felten
Ed Felten is Co-founder and Chief Scientist at Offchain Labs. He is on leave from Princeton University, where he is the Robert E. Kahn Professor of Computer Science and Public Affairs. From 2015 to 2017 he served at the White House as Deputy United States Chief Technology Officer and senior advisor to the President. He is an ACM Fellow and member of the National Academy of Engineering. Outside of work, he is an avid runner, cook, and L.A. Dodgers fan.
Steven Goldfeder
Steven Goldfeder is Co-founder and Chief Executive Officer at Offchain Labs. He holds a PhD from Princeton University, where he worked at the intersection of cryptography and cryptocurrencies including threshold cryptography, zero-knowledge proof systems, and post-quantum signatures. He is a co-author of Bitcoin and Cryptocurrency Technologies, the leading textbook on cryptocurrencies, and he has previously worked at Google and Microsoft Research, where he co-invented the Picnic signature algorithm. When not working, you can find Steven spending time with his family, taking a nature walk, or twisting balloons.
Harry Kalodner
Harry Kalodner is Co-founder and Chief Technology Officer at Offchain Labs where he leads the engineering team. Before the company he attended Princeton as a Ph.D candidate where his research explored economics, anonymity, and incentive compatibility of cryptocurrencies, and he also has worked at Apple. When not up at 3:00am writing code, Harry occasionally sleeps.

There are a lot of awesome referral opportunities out there, these are my personal favorites! All these offers (besides Gemini) are US only.

Banks

• SoFi Money: $50 for depositing $500 from any source.
  • https://www.sofi.com/invite/money?gcp=e65d8ea1-fd35-40bc-b801-547c3fc6e749
• Chime: $50 for $200 direct deposit (can easily get around direct deposit requirement, please see details below).
  • https://chime.com/milazadrozny
• Wings Financial Credit Union: $50 for opening a checking account, setting up eDocuments, and doing 5 debit card transactions of $5 or more (anything counts, including Amazon GC reloads), OR a direct deposit of $300+ in 60 days. No fees, can withdraw and close account any time.
  • https://www.referlive.com/wingsfinancial/newcustform/109cb9ea5300f9a4bb2a6884eac831077a4/4/11101268SY4BYUZ
• Aspiration: $50 for spending $250 with their debit card within 3 months, and extra $100 for $1000 spend in 3 months.
  • https://my.aspiration.com/app/token/referral/232Y47KAE4OG8Y8W/
• Stash: $20 for $5 deposit from any source.
  • https://get.stashinvest.com/amadeowpr10
• Catch: $25 for depositing $100 (please read details below).
  • https://app.catch.co/?r=AMA323
• SkyOne: $25 for opening an account and keeping the account open for 30 days. (additional steps required, please see below details).
  • https://refer.skyone.org/amadeoruiu3
• Premier Members Credit Union: $50 for opening a money market account and making a $5 deposit + $5 donation.
  • https://www.pmcu.org/referred-by-a-friend/VFVJEVQQQ/
• Oxygen: $25 for opening an account, depositing $200, and doing 5 debit card transactions within 60 days (can just buy 5 $1 Amazon GC's reloads, they don't care what the purchase is). PM me for a link.

Stocks

• Webull: 2 free stocks (1 worth $2.50-$250, and another worth $12-$1400) for opening an account and making a $100 deposit.
  • https://act.webull.com/kol-us/share.html?hl=en&inviteCode=PUnH4ruayL3j
• Public: 1 free stock worth up to $50 just for opening an account, no deposit required.
  • Open this link from your phone: http://share.public.com/rayruiu
• FirstTrade: 1 free stock worth $3 - $200 (I got Microsoft!) simply for opening an account. No deposit required.
  • https://share.firstrade.com/MilaAQOK
• Dough: 1 free stock worth $2 - $200 simply for opening an account. No deposit required ($25 deposit required before first withdrawal, but you can then withdraw that too).
  • https://dough.com/referrals?referral=XPSSX6DFNF&referredby=Mila
• TradeUP: 1 free stock worth $2.50-250 just for opening an account, and an optional second stock worth $8-$1000 for making a $100 deposit from any source.
  • https://tradeup.marsco.com/activity/market/us-open-price/#/share?invite=6NDX1U
• Robinhood: 1 free stock worth $2.50- $200 for opening an account. No deposit required.
  • https://invite.robinhood.com/amadeor3/
• Acorns: $5 for $5 deposit from any source (additional steps required, please see below details).
  • https://www.acorns.com/invite/TLBCPD/
• Moomoo: 1 free stock worth $10-$1000 for making a $500 deposit.
  • https://j.moomoo.com/000LR3
• M1 Finance: $10 for opening a brokerage account and making a $100 deposit.
  • https://m1.finance/J6aLCt6SRGdW
• Round: $20 for opening a brokerage account and making a $500 deposit. Alternatively, you can make $100 for doing a $10,000 deposit (iOS only)
  • https://app.investround.com/inviteCode/amadeo-r360s0
• SoFi Invest: $50 for $1000 deposit from any source, and $25 worth of bitcoin for buying $10 worth of bitcoin on SoFi Crypto.
  • https://www.sofi.com/share/invest/2498539
• E*Trade: $25 for $5000 deposit from any source (additional bonuses available for larger deposits)
  • https://refer.etrade.net/amadeoruiu3
• Personal Capital: $20 for opening a new account and linking a qualified investment account (e.g. taxable brokerage, 401k, IRA, 529, etc) worth at least $1000. No deposit required!
  • https://share.personalcapital.com/x/oGFEyl

Cryptocurrency

• Voyager: Free $25 worth of Bitcoin for trading $100 on the app. Use referral code "AMA60T” in the “Reward Code” field when you create your Voyager account". Open these link from mobile:
  • IOS: https://apps.apple.com/us/app/voyager-buy-bitcoin-crypto/id1396178579
  • Android: https://play.google.com/store/apps/details?id=com.investvoyager
• Celsius: Free $40 for depositing $200 worth of cryptocurrency.
  • https://celsiusnetwork.app.link/101697ce8c
• Crypto.com: Free $50 for "staking" (buying and holding) 1000 CRO (approximately $170) for 6 months. (enter referral code 66v69rwt76 if not pre-filled)
  • https://platinum.crypto.com/66v69rwt76
• Gemini: Free $10 worth of Bitcoin for trading $100.
  • Account Signup: https://gemini.com/share/rllzke26
• Constant: Free $10 for opening an account, verifying your identity, and depositing $10.
  • https://www.myconstant.com?r=annoyedproduct
• Coinbase: Free $10 worth of Bitcoin for trading $100. They will also give you $12 of the "Orchid" cryptocurrency (which can be re-sold for cash) if you watch 3 1-2 minute videos and answer 3 easy questions about that cryptocurrency. (might get waitlisted, I had to wait a month before getting off it)
  • Coinbase: https://www.coinbase.com/join/ruiu_8
  • Orchid: https://coinbase.com/earn/oxt/invite/t0wvs4k2

Credit Cards

• Chase Freedom: Free $200 for signing up for a Chase Freedom Unlimited credit card and spending $500 within 3 months.
  • https://www.referyourchasecard.com/2f/ONLMEFPEFJ
• Discover IT: Free $50 for signing up for a Discover IT credit card and making ANY purchase within 3 months (even $1).
  • https://refer.discover.com/s/hhti4m

Other

• Root: Free $25 for downloading the app, and allowing it to track your driving for 3-4 weeks. (Need to keep your phone on while driving so it can give you a quote. You can simply reject the offer and take the $25 bonus anyway).
  • https://rootbonus.com/AmadeoRuiu
• SoFi Loans: Free $300 for refinancing a student loan or taking a personal loan.
  • www.sofi.com/share/2498539?src=copy

--Details on each offer below--

Banks-

SoFi Money

SoFi is a bank/app that give out $50 for anyone who signs up for a SoFi Money (bank) account using a referral code and deposits $500 from any source. So all you have to do is open an account with a referral link, deposit $500, and then instantly collect the bonus and then take it all back.
And you can close the account at any time with no fees or consequences-
referral link- https://www.sofi.com/invite/money?gcp=e65d8ea1-fd35-40bc-b801-547c3fc6e749

Chime

Chime is a bank/app which pays you a $50 bonus for opening an account via a referral code making a $200 direct deposit. There are no catches, and you can close the account at any time fee free as soon as you register their debit card (gotta wait a few days to get it in the mail).
A "direct deposit" technically means that they want you to deposit the money right from payroll, Social Security, or other direct payment, but you can actually meet this requirement simply by transferring in $200 from virtually any source including bank accounts, cashapp, etc.
referral link- https://chime.com/milazadrozny

Wings

Wings Financial Credit Union is a bank offering $50 for opening a checking account, setting up eDocuments, and either doing 5 debit card transactions of $5 or more (anything counts, including Amazon GC reloads), OR a direct deposit of $300+ in 60 days.
No fees, can withdraw and close account any time.
referral link-https://www.wingsfinancial/newcustform/109cb9ea

Aspiration

Aspiration is an online bank which is offering a free $50 bonus for simply opening an account via a referral link and spending $250, and an extra $100 for $1000 spend in 3 months.
So all you have to do is open a “Spend & Save” account using a referral link, spend $250/1000 using their debit card within 3 months, and then you will get $50/150 posted to your account! There are no fees to worry about! You can close the account fee free whenever you want!
referral link- https://my.aspiration.com/app/token/referral/232Y47KAE4OG8Y8W/

Stash

Stash is a finance app that gives out $20 for anyone who signs up for the Stash (bank) or Stash Invest account via my referral link and deposits at least $5 from any source (payroll, another bank account, PayPal, etc.) So all you have to do is open an account with a referral link, deposit $5, and then the bonus will post to your account!
The app will ask you to open a paid account, but you can simply open a "beginner" account for $1 a month, and then close your account after 1 month after you get your $20 bonus.
referral link- https://get.stashinvest.com/amadeowpr10

Catch

Catch is a banking app/website which pays you a $25 bonus for making $100 worth of deposits from any source (the app must auto-withdraw $100 worth of "income", I'll explain how this works below). You need to set up a savings plan for a specific goal, and what % of your "income" you want to go towards it (retirement, unplanned healthcare costs, etc). Catch has no idea what your actual income is, so they auto-detect every deposit to your bank and ask you which deposits they should count as income, and what % of that "income" they should auto-save on their app for that month.
This is very easy to game, you can define ANY detected deposit as "income" manually in the platform and it will withdraw funds according to the % of income withdrawal rule you set. For example, you can deposit $10 into your bank account from somewhere else, set the app to withdraw 1000% of your next "paycheck" (for example, if you set a "save for planned time off" goal, you can say you wanna save for a ton of days off until it says it will save 1000% per paycheck", mark that $10 as a "paycheck" in the platform, and the app will automatically take out the $100 right there and you will get your bonus. You can then immediately change the rule to minimum 1% of "income", withdraw your bonus, and close your account fee free!
referral link- https://app.catch.co/?r=AMA323

SkyOne

SkyOne is a credit union which will pay you a $25 bonus for opening a checking account with a referral link, making a $5 opening deposit, and keeping your account open for at least 30 days.
This credit union services the SoCal area, but anyone nationwide can sign up if you follow the steps detailed below. People are normally required to make a donation to a local charity to qualify for a local credit union bank account when they don't live in the area, but SkyOne will actually pay for a donation to the "Surfrider Foundation" themselves because they want everyone on the US to be eligible! In other words, you don't have to spend a dime! Simply click ("None of the above? We've got you! SkyOne will make a one-time donation to one of the following non-profits") on the eligibility page when signing up.
https://refer.skyone.org/amadeoruiu3

Premier Members Credit Union

Premier Members Credit Union is a credit union which will pay you a $50 bonus for opening a money market account with a referral link, and making a $5 opening deposit. They will also require you to open a savings account alongside the money market account, which also requires a $5 opening deposit.
They are located in Boulder Colorado, but will allow anyone to create an account with them as long as you make a $5 donation to one of their local charities (they walk you through it during account signup). That's a total profit of $45!
And you can close the account at any time, fee free!
referral link (please remember to use my referral code during the account setup too)- https://www.pmcu.org/referred-by-a-friend/VFVJEVQQQ/

Oxygen

Oxygen is a mobile banking app that will pay you $25 for opening an account, depositing $200, and doing 5 debit card transaction within 60 days (You can just buy 5 $1 Amazon GC's reloads, they don't care what the purchase is. Lots of different ways to easily getr this). PM me for a link.

Stocks-

Webull

Webull is a commission free stock trading platform/app which is giving out 2 free stocks (1 worth $2.50-$250, and another worth $12-$1400) for opening an account via a referral link and making a $100 deposit.
Webull is available on iOS and Android, or you can use their website.
referral link- https://act.webull.com/kol-us/share.html?hl=en&inviteCode=PUnH4ruayL3j

Public

Public is another commission free stock trading app which gives you a free stock (valued up to $50) when you create an account via a referral link. No initial deposit is required.
Available on iOS or Android only.
referral link- http://share.public.com/rayruiu

FirstTrade

FirstTrade is a commission-free stock trading app which gives you a free stock (valued up to $200) when you open an account via a referral link. No initial deposit is required.
Available on iOS or Android only.
referral link- https://share.firstrade.com/MilaAQOK

Dough

Dough is a commission free stock trading app which gives you a free stock (valued $2- $200) when you open an account via a referral link. No initial deposit is required, though you need to deposit $25 in order to make your first withdrawal (you can also withdraw your initial $25 too).
Available for iOS or Android only.
referral link- https://dough.com/referrals?referral=XPSSX6DFNF&referredby=Mila

TradeUp

TradeUP is a commission free stock trading app which gives you a free stock (valued $2.50-250) for opening an account via a referral link. No deposit required.
Additionally, they will give you a second stock (valued $8-$1000) for making a $100 deposit.
Available for iOS or Android only.
referral link- https://tradeup.marsco.com/activity/market/us-open-price/#/share?invite=6NDX1U

Robinhood

Robinhood is a stock trading platform/app which gives you a free stock (valued $2.50 - $200) when you open an account via a referral link. No initial deposit is required.
Available on iOS and Android, or you can use their website.
referral link- https://invite.robinhood.com/amadeor3/

Acorns

Acorns is an online investing app (iOS or Android) which is offering a free $5 bonus for simply opening an account via a referral link, depositing $5, and keeping the money in the account until the 15th of the following month. You can then withdraw the money and close the account, fee free!
If you keep the account longer, they may charge you a $3 fee, so be sure to close it after the 15th on the following month from when you signed up.
Acorns is available on iOS and Android, or you can use their website.
referral link- https://www.acorns.com/invite/TLBCPD/

Moomoo

Moomoo is a commission free stock trading app which gives you a free stock (valued $10-$1000) for opening an account via a referral link and making a $500 deposit.
Moomoo is available on iOS or Android only.
referral link- https://j.moomoo.com/000LR3

M1 Finance

M1 Finance is an investing account, like Robinhood or Webull. If you open an account using a referral link, deposit $100 to a brokerage account, and keep that initial deposit in your account for 30 days, you will get a free $10 bonus that posts within 14 days.
M1 Finance is available on iOS or Android only.
referral link- https://m1.finance/J6aLCt6SRGdW

Round

Round is an online auto-investing app (iOS only) which is offering a free $20 bonus for simply opening an account via a referral link and depositing $500. Alternatively, you can get $100 if you deposit $10,000.
Round is available on iOS only.
referral link- https://app.investround.com/inviteCode/amadeo-r360s0

SoFi Invest

SoFi gives $50 for anyone who signs up for a SoFi Invest account via a referral link and deposits $1000. This offer stacks with the SoFi Money $25 offer (see details above), so you can do both!
Plus, you can get another $25 cash bonus when you buy $10 or more of crypto like Bitcoin, Litecoin or Ethereum. That's a total of $75 cash bonuses with SoFi Invest!
referral link- https://www.sofi.com/share/invest/2498539

E*Trade

E*Trade is one of the biggest stock trading platforms out there, and they are offering new users a cash bonus for opening an account using a referral code and depositing funds. Your cash bonus varies based on how much you deposit-

Reward	Deposit Amount
$25	$5,000–$9,999
$50	$10,000-$24,999
$200	$25,000–$99,999
$300	$100,000–$249,999
$600	$250,000–$499,999
$1,200	$500,000–$999,999
$2,500	$1,000,000+

referral link- https://refer.etrade.net/amadeoruiu3

Personal Capital

Personal Capital is a finance tracking website similar to Mint but tailored for investment accounts. If you open an account and link a qualified investment account for tracking (e.g. taxable brokerage, 401k, IRA, 529, etc) with more than $1000 in it, they will give you a free $20 amazon gift card within a couple weeks.
Accounts that do not qualify as valid investment accounts include bank, credit or debit card, Paypal, Stash, Acorns, Kapitall, Groundfloor, WageWorks HSA, Coinbase, digital currency exchanges, and manual investment accounts. Robinhood works!
Referral link- https://share.personalcapital.com/x/oGFEyl

Cryptocurrency-

Voyager

Voyager is a crypocurrency trading app (iOS/Android only) which will pay you $25 in free bitcoin for trading $100 on the app! Make sure to use the referral code "AMA60T" in the “Reward Code” field when you create your account. The bonus posts within a couple of days, from my experience.
Referral link-
iOS- https://apps.apple.com/us/app/voyager-buy-bitcoin-crypto/id1396178579
Android- https://play.google.com/store/apps/details?id=com.investvoyager

Constant

Constant is a cryptocurrency P2P investing platform which will give you $10 for signing up using a referral link, verifying your ID (pass KYC), and depositing $10.
So all you have to do is open an account using a referral link, verify your ID, deposit $10 via any means, and then you will get a $10 bonus that posts instantly and you can withdraw to your bank immediately. No deposit required.
https://www.myconstant.com?r=annoyedproduct

Celsius

Celsius is a cryptocurrency investing platform which will give you $40 for signing up using a referral code and depositing $200 worth of cryptocurrency. To get the full $40, enter the code "SUMMER" before making your first deposit. You must keep your deposit in the app for 30 days to get the full $40 bonus. You get $20 for the normal referral program and the additional $20 for entering the "SUMMER" code.
You can then withdraw the full $240 and close your account fee free.

• https://celsiusnetwork.app.link/101697ce8c

Crypto.com

Crypto.com is a cryptocurrency investing platform which will give you $50 for signing up using a referral link, and "staking (aka, buying and holding) 1000 CRO (their special cryptocurrency, worth approximately $170) for 6 months. You need to apply for their "Ruby Steel" debit card when applying, its a 0 risk debit card, no credit impact, no fees. Combo's well with the Celsius promo if you need a platform to send cryptocurrency from, and you can send the $50 bonus crypto to celsius instantly.

• (enter referral code 66v69rwt76 if not pre-filled)
  • https://platinum.crypto.com/66v69rwt76

Gemini

Gemini is a cryptocurrency trading app/websitewhich will give you $10 worth of bitcoin for signing up using a referral link and buying/selling $100 worth of cryptocurrency.
Unlike the other offers listed here, this one can be used anywhere in the US (except NY), as well as Puerto Rico, Australia, Canada, Hong Kong, Singapore, South Korea, and the United Kingdom. This bonus posts VERY quickly, within a day or two.
https://gemini.com/share/rllzke26

Coinbase

Coinbase is a cryptocurrency trading platform which will pay you $10 in free bitcoin for trading $100 on the platform!
I would be grateful if you used my referral link- https://www.coinbase.com/join/ruiu_8
They will also give you $12 worth of the "Orchid" cryptocurrency (which can be immediately re-sold for cash) if you watch 3 short videos and answer 3 easy questions.
https://coinbase.com/earn/oxt/invite/t0wvs4k2

Credit Cards-

Chase Freedom

Chase will pay you $200 for signing up for a Chase Freedom Unlimited credit card with a referral link and spending $500 it within the first 3 months. This is one of the best credit card bonuses in the industry!
All you have to do is sign up for a Chase Freedom Unlimited credit card using my referral link, spend $500 within the first 3 months, and then get your $200! You can cancel the card at any time with no fees or penalties.
https://www.referyourchasecard.com/18/ONLMEFPEFJ

Discover IT

Discover will pay you $50 for signing up for a Discover IT credit card with a referral link and making ANY purchase using it within the first 3 months. This is one of the easiest credit card bonuses in the industry!
All you have to do is sign up for a Discover IT credit card using my referral link, make ANY purchase using it within the first 3 months, and then get your $50! You can cancel the card at any time fee free.
https://refer.discover.com/s/hhti4m

Other-

Root

Root is an auto insurance app(iOS/Android) that will pay you $25 to download their app, let it track your driving for 3-4 weeks, and then offer you an auto insurance policy based on your driving data. You can easily ignore their policy offer, take the bonus, and walk away with the $25 bonus which then then go to your PayPal account, sent as a check, etc.
https://rootbonus.com/AmadeoRuiu

SoFi Loans

SoFi loans is offering a $300 bonus for people who opens a new personal loan or refinance an existing student loan.
You should research the pros and cons of student loan refinancing before you consider this option, You can lower your interest rate, but lose some benefits from the federal government. Whether this is worth it to you will depend on individual circumstances.
There's also the option of taking out a SoFi loan.
www.sofi.com/share/2498539?src=copy
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