What is Leverage Trading? : Crypto Currency Review
A Note on Crypto Leveraged Trading | by Roland Gemayel
Crypto Leverage Trading Explained - How to Trade with Leverage
Bitcoin and Crypto Margin Trading Exchanges (UPDATED 2020)
Chainlink analysis - my thoughts and research
Necessary Disclaimer: no rule breaking intended. No price manipulation intended. I only want to share verifiable facts/links and my analysis. If I am doing anything against the rules please let me know and I will do my best to fix it ASAP. I trade crypto, including LINK, and I am currently short on LINK. This is not financial advice; this is just for my own record and to start a discussion for anyone who might want more transparency around LINK.
I believe there is a lot of misinformation, uncertainty, and unanswered questions about the LINK token, the Chainlink ecosystem, the SmartContract parent company. I also believe that LINK's current price is unjustified based on fundamental factors like usage/business case/current customers/future potential. So I'm raising some points and asking some questions. What is this post? Why should I care? How do I use it? Read or skim it. It's about the LINK token, the Chainlink ecosystem, and the parent company SmartContract. It's about why I believe the price of the LINK token may be currently driven mostly by hype and not backed by standard market fundamentals like usage/economics. Update 9 AUG: reorganizing, rewriting this post and moving supporting data/sources into "appendix" comments below on this post. The previous versions of this post and my comments elsewhere were too emotionally charged and caused more division rather than honest, evidence-based, productive discussion and I sincerely apologize for that. I have now rewritten it and will continue to update it.
Threshold signatures, staking, on-chain SLAs: How real are these, is there a roadmap, how will this benefit users, is there any evidence of users currently *wanting* to use chainlink but needing these features and actively waiting for Chainlink to launch these? Staking: for there to be a valid incentive for users to stake LINK, it has to return around 5% annually because anything substantially under that would have users putting their money elsewhere (https://www.stakingrewards.com/cryptoassets) (not counting speculative capital gains in terms of LINK's price, but price gain per token/coin applies to all other crypto projects as well). Currently, for stakable cryptos, around 30-80% of their total supply is staked, and a good adjusted reward is on the order of 5% as well (some actually negative, some 10%+). The promise of staking incentivises people to buy and hold more LINK tokens (again, many other crypto projects have staking already live). That 5% reward will ultimately have to come from the customers who pay Chainlink oracle nodes to use their services, so it's an extra 5% fee for them. Of course, in the near future, the staking rewards *could* be subsidized by the founders' reserve wallets. Threshold signatures: addressed below in a comment. On-chain SLAs: [TODO] Here's supposedly Chainlink's agile/project planning board. (TODO: verify that it is indeed Chainlink's, and then analyse it) https://www.pivotaltracker.com/n/projects/2129823
I manually traced EVERY single inbound transaction/source of funds for the above 4 (not counting #1 as 10 LINK is negligible). 2 & 3 are 99.99%+ genesis-funded, being ACTIVELY topped up by a genesis wallet, last tx 4 days ago, 500,000 LINK. #4 has been funded 36 times over the past year and a half (that's 36 manual exports and I did them all). They all come from the 0x27158..., 0x2f0acb..., and https://etherscan.io/token/0x514910771af9ca656af840dff83e8264ecf986ca?a=0x1f9e26f1c050b5c018ab0e66fcae8e4394eb0165 (another address like the 0x2f0acb that I went through and checked EVERY SINGLE inbound source of funds, and it's also >99.9% genesis-funded - one tx from Binance for 6098 LINK out of a total ~6,560,000 inbound LINK from genesis wallets), and two other addresses linked to Binance (0x1b185c8611d157a67d9a9d5261b0d2bd52c0bb78, 10,000 LINK and 0x039ac18afe298747c51c85e7c8f0d67c327f3883, 1,000,000 LINK) The 0x039ac... address funded the "Chainlink: Aggregator" address with 127,900 LINK, and the 0x1b185... with about ~9,600 LINK). So yes, it's technically possible that someone not related to Chainlink paid for the ETH / USD price feed because some funds do come from Binance. However, they only come from two distinct addresses. Surely for "240+" claimed partnerships, more than TWO would pay to use Chainlink's MOST POPULAR price feed? That is, unless they don't pay directly but to another address and then Chainlink covers this one from their own wallets. I will check if that's in line with Chainlink's whitepaper, but doesn't that throw doubt on the whole model of end-users paying to use oracles/aggregators, even if it's subsidized? I provide you this much detail not to bore you but to show you that I went through BY HAND and checked every single source (detailed sources in Appendix B) of funds for the OFFICIAL, Chainlink-listed "ETH/USD" aggregator that's supposedly sponsored by 10 DeFi partners (Synthetix, LoopSpring, OpenLaw, 1inch, ParaSwap, MCDEX, FuturesSwap, DMM, Aave, The Force Protocol). Yet where are the transactions showing that those 10 partners have EVER paid for this ETH/USD oracle? Perhaps the data is there so what am I missing? This ETH/USD aggregator has transferred out ~76,000 LINK to I guess the data providers in increments of .33 LINK. It has 21 data providers responding. I will begin investigating the data providers themselves soon. And those middle addresses like 0x1f9e26... and 0x2f0acb...? They have transferred out hundreds of thousands if not millions of LINK to exchanges. And that's just ONE price pair aggregator. Chainlink has around 40 of these (albeit this one's one of the more popular ones). SNX / ETH aggregator is funded 100% by genesis-sourced wallets, only 3 inbound transactions: https://etherscan.io/token/0x514910771af9ca656af840dff83e8264ecf986ca?a=0xe23d1142de4e83c08bb048bcab54d50907390828 Some random examples (for later, ignore these for now) *********** https://etherscan.io/token/0x514910771af9ca656af840dff83e8264ecf986ca?a=0x039ac18afe298747c51c85e7c8f0d67c327f3883 bought 1,000,000 LINK from Binance in Sept 12 & 15, 2019. (one of the possible funding sources for the ETH / USD aggregator example above) This address got 500,000 LINK from 0x27158... and has distributed them into ~5-10,000 LINK wallets that haven't had any out transactions yet https://etherscan.io/token/0x514910771af9ca656af840dff83e8264ecf986ca?a=0x5bcf3edc0bb7119e35f322ba40793b99d4620f1e ************** Another example with an unnamed aggregator-node-like wallet that was only spun up 5 days ago, Aug 5: https://etherscan.io/token/0x514910771af9ca656af840dff83e8264ecf986ca?a=0x2cbfd29947f774b8cf338f776915e6fee052f236 It was funded 2,000 LINK SOLELY by the 0x27158... wallet and has so far paid out ~500 LINK in 0.43 LINK amounts to 9 wallets at a time. For example, this is one of the wallets it cashes out to: https://etherscan.io/token/0x514910771af9ca656af840dff83e8264ecf986ca?a=0x64fe692be4b42f4ac9d4617ab824e088350c11c2#tokenAnalytics That wallet extremely consistently collects small amounts of LINK since Oct 2019. It must be a data provider because a lot of Chainlink named wallets pay it small amounts of LINK regularly. It has transferred out 20 times. The most recent transfer out: https://etherscan.io/token/0x514910771af9ca656af840dff83e8264ecf986ca?a=0xc8c30fa803833dd1fd6dbcdd91ed0b301eff87cf which then immediately transferred to the named "1inch.exchange" wallet, so I assume this was a "cash-out" transaction. It has cashed out via this address a lot. Granted, it also has transfer-out transactions that haven't (yet) ended up in an exchange wallet, eg https://etherscan.io/token/0x514910771af9ca656af840dff83e8264ecf986ca?a=0x88e5353a73f38f25a9611e6083de6f361f9b537b with a current balance of 3000 LINK. This could be a user's exchange wallet, ready to be sold, or could be something else. No way for me to tell as there are no out txs from it.
LINK overall transaction, volume, and tx fees
This is to understand how much $ moves through the LINK ecosystem through: nodes, data providers, reserve wallets, wallets linked to exchanges, others. A typical aggregator node tx (payout?): https://etherscan.io/tx/0xef9e8e6dd94ebe9bbac8866f18c2ea0a07408ced1aa77fa04826043eaa55e772 This is their ETH/USD aggregator paying out 1 LINK to each of 21 addresses. Value of 21 LINK ~= $210. Total eth tx fees: .233 ETH (~$88.5, ~42% of the total tx value. If LINK was $4.2 instead of $10, the tx fees would be 100% of the value of the tx). Transactions like this happen every few minutes, and the payout amounts are most often 0.16, 0.66, 1.0, and 2.0 Link. Chainlink’s node/job listing site, https://market.link, lists 86 nodes, 195 feeds, 801 jobs, ~1,080,000 job runs (I can’t tell if this is over the past 2 months or 1.5 years). Only 20 nodes have over 1000 job runs, and 62 nodes have ZERO runs. Usual job cost is listed as 0.1 link, but the overall payout to the nodes is 10-20 times this. The nodes then cash out usually through a few jump addresses to exchanges. Some quick maths: (being generous and assuming it’s 1mil jobs every 2 months = ~6mil link/year = $60,000,000 revenue a year. This is the most generous estimate towards link’s valuation I’ve found so far. If we ignore the below examples where on multi-node payouts the tx fees are more than the node revenue itself, then it’s almost in line with an over-valued (but real) big tech company. For example, one of the latest CHF/USD job runs paid 0.1 LINK to 9 addresses (data providers?) - total $14.4 payout - and paid 0.065 ETH ($24.5) in fees. That’s a $10.1 LOSS on a $14.4 revenue: https://etherscan.io/tx/0xa6351bab810b6864bfebb0f6e1e3bde3c8856f8aac3ba769dd2e6d1a39c0d23f Linkpool’s (one of the biggest node operators) “ETH-USD CryptoCompare” job costs 0.1 link and has 33 runs in the past 24 hours (once every ~44min), total ~78,000 runs since May 30 2019 (once every ~8min). https://market.link/jobs/64bb0845-c4e1-4681-8853-0b5aa7366101/runs (PS cryptocompare has a free API that does this. Not sure why it costs $1 at current link prices to access an API once)
Top 100 wallets (0.05% of ~186,000 total) hold 83% of tokens. 8 wallets each hold over 1% of total, 58 hold over 0.1%. Of these 58, 9 are named exchange/lending pool wallets. For comparison, for Tether (TUSD), the top 100 wallets (0.006% of ~1,651,000 total) hold 35.9% of the supply. 3 addresses hold over 1% of the supply and 135 hold over 0.1%. Of these 135, at least 15 are named exchange/lending pool wallets. LINK’s market cap is $3.5B (or $10B fully diluted, if we count the foundedev-controlled tokens, which we should as there's nothing preventing them from being moved at a moment's notice). Tether’s is $6.9B. Tether has 10 times more addresses and less distribution inequality. Both LINK and Tether are ERC20 tokens, and even if we temporarily ignore any arguments related to management/roadmap/teams etc, Tether has a clear, currently functional, single use case: keep 1 USDT = $1 USD by printing/burning USDT (and yet as of April 2019, only 74% of Tether's market cap is backed by real funds - https://en.wikipedia.org/wiki/Tether_(cryptocurrency))). Given that Chainlink's market cap is now 50% bigger than Tether's, surely by now there's AT LEAST one clear, currently functional use case for LINK? What is it? Can we *see* it happening on-chain?
Chainlink’s actual deliverable products
"What do I currently get for my money if I buy LINK 1) as an investor and 2) as a tech business/startup thinking of using oracles?” Codebase (Chainlink’s github has around 140-200,000 lines of code (not counting html/css). What else is not counted in this? Town crier? Proprietary code that we don't know about yet? How much CODING has Chainlink done other than what's on github? Current network of oracles - only ~20 active nodes - are there many more than the ones listed on market.link and reputation.link? If so, would be nice to know about these if we're allowed! Documentation - they have what seems like detailed instructions on how to launch and use oracle nodes (and much more, I haven't investigated yet) (TODO this part more - what else do they offer to me as an end consumer, and eg as a tech startup needing oracle services that I can’t code myself?)
Network utilization statistics:
Etherscan.io allows csv export of the first 5000 txs from each day. From Jul 31 to Aug 6 2020, I thus downloaded 30,000 tx from midnight every day to an average of 7:10am (so 24 hour totals are 3.34x these numbers if we assume the same network utilization throughout the day). (Summary of all LINK token activity on the ETH blockchain from 31.07 to 06.08, first 5000 txs of each day (30k total) shown Appendix A comment below this post.) If we GENEROUSLY assume that EVERY SINGLE transaction under 10.0 LINK is ACTUAL chainlink nodes doing ACTUAL work, that’s still under 0.1% of the LINK network’s total volume being used for ACTUAL ecosystem functioning. The rest is speculation, trading, node funding by foundedev wallets, or dumping to exchanges (anything I missed?) Assuming the above, the entire turnover of the actual LINK network is currently (18,422 LINK) * ($10/LINK) * (3.34 as etherscan.io’s data only gives first 5000 tx per day which averages to 7:10am) * (52 wk/year) = USD $31,995,329 turnover a year. Note: the below paragraph is old analysis using traditional stock market Price/Earnings ratios which several users have now pointed out isn't really applicable in crypto. I leave it for the record. Assuming all of that is profit (which it’s not given tx fees at the very least), LINK would need a PE ratio (Price/Earnings) of 100 times to justify its current (undiluted) valuation of $3.5 billion of 300 if you count the other 65% of tokens that haven’t been dumped by the founders/devs yet. For comparison, common PE ratios are 32 (facebook), 29 (google), 37 (uber), 20 (twitter on a good year), 10 (good hedge fund returning 10% annual).
Thoughts on DeFi & yield-farming - [TODO]
Why would exchanges who do their due diligence list LINK, let alone at a leverage? 1) that's their business, they take a cut of every transaction, overhyped or not, 2) they're not safe from listing openly bearish tokens like EIDOS (troll token that incentivized users to make FAKE transactions, response to EOS) https://www.coindesk.com/defi-yield-farming-comp-token-explained The current ANNUAL yield on liquidity/yield farming is something like 2% on STABLE tokens like USDC and TETHER which at least have most of their supply backed by real-world assets. If Chainlink LINK staking is to be successful, they'll have to achieve at LEAST that same 2% at end-state. IF LINK is in bubble territory and drops, that's a lot of years at 2% waiting to recoup losses.
SmartContract Team & Past Projects
Normally I don't like focussing on people because it leads too easily to ad-hominem attacks on personality rather than on technology/numbers as I've done above, but I came across this and didn't like what I saw. Steve Ellis, SmartContract's current CTO, co-founded and worked in "Secure Asset Exchange" from 2014 to 2016. They developed the NXT blockchain, issued 1,000,000,000 NXT tokens (remind you of anything?), NXT was listed end of 2013 and saw 3 quick 500%-1000% pumps and subsequent dumps in early in mid 2014, and then declined to . SecureAE officially shut down in Jan 2016. Then at some point a company called Jelurida acquired the rights to NXT (presumably after SecureAE?), then during the 2017 altcoin craze NXT pumped 300 times to a market cap of $1.8 BILLION and then dumped back down 100 times and now it's a dead project with a market cap of $13 million. https://www.linkedin.com/in/steveellis0606/ https://trade.secureae.com/ https://coinmarketcap.com/currencies/nxt/ https://www.jelurida.com/news/lawsuit-against-apollo-license-violations As an investor or business owner, would you invest/hire a company whose co-founders/CTO's last project was a total flop with a price history chart that's textbook pump-and-dump behaviour? (and in this case, we KNOW the end result - 99% losses for investors) If you're Google/Oracle/SWIFT/Intel, would you partner with them?
Open questions for the Chainlink community and investors:
Network activity: Are there any other currently active chainlink nodes other than those listed on market.link and reputation.link? If so, is there a list of them with usage statistics? Do they use some other token than LINK and thus making simple analytics of the LINK ERC20 token not an accurate representation of Chainlink’s actual activity? If the nodes listed on the two sites above ARE currently the main nodes, then
PR, partnership announcements: Why is the google tweet still pinned to the top of Chainlink’s twitter? Due to the frequently circulated Chainlink promotion material (https://chainlinkecosystem.com/) that lists Google as one of the key partners, this tweet being pinned is potentially misleading as there isn't anything in there to merit calling Google a "collaborator" or "partner" - just that blockchains/oracles *can* use Google's APIs (but so can most software in the world). Is there something else going on with the SmartContract-Google relationship that warrants calling Google a partner that we're simply not aware of yet?
By buying LINK, what backs YOUR money: If you have bought and currently hold LINK tokens, how comfortable are you that the future promise of your investment growing is supported on verifiable business and technological grounds versus pure, parabolic hype? If after reading this post you still are, I kindly ask you to reply and show how even one of the points I provided is either incorrect or not applicable, and I will edit my post and include your feedback in the relevant section as I have already done from other users.
What have I missed? Of course not 100% of what I've said is infallible truth. I am a real human, and I have plenty of biases and blind spots. Even if what I've provided is technically correct, there may be other much more important info that I've missed that eclipses what I've provided here. Ask yourself: if the current hype around LINK is indeed valid and points to a $100/$1000 future LINK price, then Where’s Chainlink’s missing financial/performance/usage evidence to justify LINK’s current valuation of $10+?
For your consideration, I have provided evidence with links that you can follow and verify, and draw your own conclusions. I have made my case as to why I believe the LINK token is currently priced much higher than evidence supports, and I ask you to peer-review my analysis and share your thoughts with me and with the wider LINK/crypto community. Thank you for your time, I realize this is a long post. All questions and feedback welcome, feel free to comment or PM. I won't delete/censoblock (except for personal threats, safety considerations etc). I am a real human but I am not revealing my true identity for obvious privacy/harassment reasons. (If anyone is wondering about my credentials ability to add 2+2 and work with basic spreadsheets: I have previously won a math competition in a USA state, I won an English-speaking country's physics olympiad, my university education is in mathematical physics/optimization engineering, and I worked for a few years in a global manufacturing company doing data analytics, obviously I'm not posting my CV here to verify that but I promise you it's the truth) I’m not looking to spread neither FUD, nor blind faith, nor pure hype, and I want an honest transparent objective discussion. I personally believe more that LINK is overvalued, but my beliefs have evolved and may continue to do so as I research more and understand more about Chainlink, LINK, Ethereum, DeFi, and other related topics, and as I incorporate YOUR feedback. If you think I haven't disclosed something, ask. As always, this is not financial advice and I am not liable for anything that may happen as a result of you reading this!
You may have heard about off-shore tax havens of questionable legality where wealthy people invest their money in legal "grey zones" and don't pay any tax, as featured for example, in Netflix's drama, The Laundromat. The reality is that the Government of Canada offers 100% tax-free investing throughout your life, with unlimited withdrawals of your contributions and profits, and no limits on how much you can make tax-free. There is also nothing to report to the Canada Revenue Agency. Although Britain has a comparable program, Canada is the only country in the world that offers tax-free investing with this level of power and flexibility. Thank you fellow Redditors for the wonderful Gold Award and Today I Learned Award! (Unrelated but Important Note: I put a link at the bottom for my margin account explainer. Many people are interested in margin trading but don't understand the math behind margin accounts and cannot find an explanation. If you want to do margin, but don't know how, click on the link.) As a Gen-Xer, I wrote this post with Millennials in mind, many of whom are getting interested in investing in ETFs, individual stocks, and also my personal favourite, options. Your generation is uniquely positioned to take advantage of this extremely powerful program at a relatively young age. But whether you're in your 20's or your 90's, read on! Are TFSAs important? In 2020 Canadians have almost 1 trillion dollars saved up in their TFSAs, so if that doesn't prove that pennies add up to dollars, I don't know what does. The TFSA truly is the Great Canadian Tax Shelter. I will periodically be checking this and adding issues as they arise, to this post. I really appreciate that people are finding this useful. As this post is now fairly complete from a basic mechanics point of view, and some questions are already answered in this post, please be advised that at this stage I cannot respond to questions that are already covered here. If I do not respond to your post, check this post as I may have added the answer to the FAQs at the bottom.
How to Invest in Stocks
A lot of people get really excited - for good reason - when they discover that the TFSA allows you to invest in stocks, tax free. I get questions about which stocks to buy. I have made some comments about that throughout this post, however; I can't comprehensively answer that question. Having said that, though, if you're interested in picking your own stocks and want to learn how, I recommmend starting with the following videos: The first is by Peter Lynch, a famous American investor in the 80's who wrote some well-respected books for the general public, like "One Up on Wall Street." The advice he gives is always valid, always works, and that never changes, even with 2020's technology, companies and AI: https://www.youtube.com/watch?v=cRMpgaBv-U4&t=2256s The second is a recording of a university lecture given by investment legend Warren Buffett, who expounds on the same principles: https://www.youtube.com/watch?v=2MHIcabnjrA Please note that I have no connection to whomever posted the videos.
TFSAs were introduced in 2009 by Stephen Harper's government, to encourage Canadians to save. The effect of the TFSA is that ordinary Canadians don't pay any income or capital gains tax on their securities investments. Initial uptake was slow as the contribution rules take some getting used to, but over time the program became a smash hit with Canadians. There are about 20 million Canadians with TFSAs, so the uptake is about 70%- 80% (as you have to be the age of majority in your province/territory to open a TFSA).
Eligibility to Open a TFSA
You must be a Canadian resident with a valid Social Insurance Number to open a TFSA. You must be at the voting age in the province in which you reside in order to open a TFSA, however contribution room begins to accumulate from the year in which you turned 18. You do not have to file a tax return to open a TFSA. You do not need to be a Canadian citizen to open and contribute to a TFSA. No minimum balance is required to open a TFSA.
Where you Can Open a TFSA
There are hundreds of financial institutions in Canada that offer the TFSA. There is only one kind of TFSA; however, different institutions offer a different range of financial products. Here are some examples:
The Canadian big 5 bank branches and most other financial institutions offer a TFSA that allows you to buy mutual funds, hold cash, GICs, term deposits, and possibly ETFs. This is a good choice if you want guaranteed returns or diversified investing.
There are a number of on-line banks such as Tangerine, Simplii Financial, Oaken Financial, and many more that offer the TFSA.
The discount DIY brokerage arms of the big 5 banks give you more choices, including stocks, warrants, bonds and options. There are also standalone brokers like IBKR Canada, Questrade, Qtrade, and Virtual Brokers, among others, that offer this.
Some brokerages and financial advisors also offer TFSAs that give you these investment choices, in different formats such as:
Traditional brokerage, where a stockbroker invests your money (BMO Nesbitt Burns, RBC Dominion Securities and others)
Financial advisor who will invest your money according to a plan you put together with the advisor (TSI Network and many others)
"Robo" advisors such as Wealthsimple, RBC InvestEase, BMO SmartFolio, or Wealthbar
BMO's AdviceDirect, which is a semi-directed hybrid between standalone DIY investing and fully-advised investing, where you operate on a DIY basis but have access to a registered investment advisor (a live person) who can give you suggetions and advice.
Your TFSA may be covered by either CIFP or CDIC insuranceor both. Ask your bank or broker for details.
What You Can Trade and Invest In
You can trade the following:
GICS, mutual funds, term deposits
individual common and preferred stocks listed on an "approved exchange" which is the TSX, TSX-V, NASDAQ, NYSE, and about 20 other exchanges worldwide, but not the US OTC pink sheets. Many examples, such as Suncor, Linamar, Apple, any of the big banks, and many thousands of others, when you want to buy into an individual company
stock-like securities like REITS, ETFs and ETNs, including 2x and 3x leveraged
gold and silver certificates
cash of many countries (CAD/USD/EUGBP/AUD/NZD/JPY/CHF and many others)
government bills and bonds of most countries, subsovereigns like Canadian provincial bills and bonds, and most corporations
options that trade on the Montreal Exchange or various options exchanges in the USA and the rest of the word (see FAQ for details)
gold, silver bullion certificates
shares in certain private companies -- but consult your tax advisor on this
What You Cannot Trade
You cannot trade:
commodity futures contracts
option spread positions (see FAQ for details)
anything that requires a margin account, meaning, a special kind of account that allows you to borrow money directly from the broker against the assets you have in your account and the assets you intend to buy.
crypto (although there exist crypto ETNs that you can buy)
Again, if it requires a margin account, it's out. You cannot buy on margin in a TFSA. Nothing stopping you from borrowing money from other sources as long as you stay within your contribution limits, but you can't trade on margin in a TFSA. You can of course trade long puts and calls which give you leverage.
Rules for Contribution Room
Starting at 18 you get a certain amount of contribution room. According to the CRA: You will accumulate TFSA contribution room for each year even if you do not file an Income Tax and Benefit Return or open a TFSA. The annual TFSA dollar limit for the years 2009 to2012 was $5,000. The annual TFSA dollar limit for the years 2013 and 2014 was $5,500. The annual TFSA dollar limit for the year 2015 was $10,000. The annual TFSA dollar limit for the years 2016 to 2018 was $5,500. The annual TFSA dollar limit for the year 2019 is $6,000. The TFSA annual room limit will be indexed to inflation and rounded to the nearest $500. Investment income earned by, and changes in the value of TFSA investments will not affect your TFSA contribution room for the current or future years. https://www.canada.ca/en/revenue-agency/services/tax/individuals/topics/tax-free-savings-account/contributions.html If you don't use the room, it accumulates indefinitely. Trades you make in a TFSA are truly tax free. But you cannot claim the dividend tax credit and you cannot claim losses in a TFSA against capital gains whether inside or outside of the TFSA. So do make money and don't lose money in a TFSA. You are stuck with the 15% withholding tax on U.S. dividend distributions unlike the RRSP, due to U.S. tax rules, but you do not pay any capital gains on sale of U.S. shares. You can withdraw *both* contributions *and* capital gains, no matter how much, at any time, without penalty. The amount of the withdrawal (contributions+gains) converts into contribution room in the *next* calendar year. So if you put the withdrawn funds back in the same calendar year you take them out, that burns up your total accumulated contribution room to the extent of the amount that you re-contribute in the same calendar year.
E.g. Say you turned 18 in 2016 in Alberta where the age of majority is 18. It is now sometime in 2020. You have never contributed to a TFSA. You now have $5,500+$5,500+$5,500+$6,000+$6,000 = $28,500 of room in 2020. In 2020 you manage to put $20,000 in to your TFSA and you buy Canadian Megacorp common shares. You now have $8,500 of room remaining in 2020. Sometime in 2021 - it doesn't matter when in 2021 - your shares go to $100K due to the success of the Canadian Megacorp. You also have $6,000 worth of room for 2021 as set by the government. You therefore have $8,500 carried over from 2020+$6,000 = $14,500 of room in 2021. In 2021 you sell the shares and pull out the $100K. This amount is tax-free and does not even have to be reported. You can do whatever you want with it. But: if you put it back in 2021 you will over-contribute by $100,000 - $14,500 = $85,500 and incur a penalty. But if you wait until 2022 you will have $14,500 unused contribution room carried forward from 2021, another $6,000 for 2022, and $100,000 carried forward from the withdrawal 2021, so in 2022 you will have $14,500+$6,000+$100,000 = $120,500 of contribution room. This means that if you choose, you can put the $100,000 back in in 2022 tax-free and still have $20,500 left over. If you do not put the money back in 2021, then in 2022 you will have $120,500+$6,000 = $126,500 of contribution room. There is no age limit on how old you can be to contribute, no limit on how much money you can make in the TFSA, and if you do not use the room it keeps carrying forward forever. Just remember the following formula: This year's contribution room = (A) unused contribution room carried forward from last year + (B) contribution room provided by the government for this year + (C) total withdrawals from last year. EXAMPLE 1: Say in 2020 you never contributed to a TFSA but you were 18 in 2009. You have $69,500 of unused room (see above) in 2020 which accumulated from 2009-2020. In 2020 you contribute $50,000, leaving $19,500 contribution room unused for 2020. You buy $50,000 worth of stock. The next day, also in 2020, the stock doubles and it's worth $100,000. Also in 2020 you sell the stock and withdraw $100,000, tax-free. You continue to trade stocks within your TFSA, and hopefully grow your TFSA in 2020, but you make no further contributions or withdrawals in 2020. The question is, How much room will you have in 2021? Answer: In the year 2021, the following applies: (A) Unused contribution room carried forward from last year, 2020: $19,500 (B) Contribution room provided by government for this year, 2021: $6,000 (C) Total withdrawals from last year, 2020: $100,000 Total contribution room for 2021 = $19,500+6,000+100,000 = $125,500. EXAMPLE 2: Say between 2020 and 2021 you decided to buy a tax-free car (well you're still stuck with the GST/PST/HST/QST but you get the picture) so you went to the dealer and spent $25,000 of the $100,000 you withdrew in 2020. You now have a car and $75,000 still burning a hole in your pocket. Say in early 2021 you re-contribute the $75,000 you still have left over, to your TFSA. However, in mid-2021 you suddenly need $75,000 because of an emergency so you pull the $75,000 back out. But then a few weeks later, it turns out that for whatever reason you don't need it after all so you decide to put the $75,000 back into the TFSA, also in 2021. You continue to trade inside your TFSA but make no further withdrawals or contributions. How much room will you have in 2022? Answer: In the year 2022, the following applies: (A) Unused contribution room carried forward from last year, 2021: $125,500 - $75,000 - $75,000 = -$24,500. Already you have a problem. You have over-contributed in 2021. You will be assessed a penalty on the over-contribution! (penalty = 1% a month). But if you waited until 2022 to re-contribute the $75,000 you pulled out for the emergency..... In the year 2022, the following would apply: (A) Unused contribution room carried forward from last year, 2021: $125,500 -$75,000 =$50,500. (B) Contribution room provided by government for this year, 2022: $6,000 (C) Total withdrawals from last year, 2020: $75,000 Total contribution room for 2022 = $50,500 + $6,000 + $75,000 = $131,500. ...And...re-contributing that $75,000 that was left over from your 2021 emergency that didn't materialize, you still have $131,500-$75,000 = $56,500 of contribution room left in 2022. For a more comprehensive discussion, please see the CRA info link below.
FAQs That Have Arisen in the Discussion and Other Potential Questions:
Equity and ETF/ETN Options in a TFSA: can I get leverage? Yes. You can buy puts and calls in your TFSA and you only need to have the cash to pay the premium and broker commissions. Example: if XYZ is trading at $70, and you want to buy the $90 call with 6 months to expiration, and the call is trading at $2.50, you only need to have $250 in your account, per option contract, and if you are dealing with BMO IL for example you need $9.95 + $1.25/contract which is what they charge in commission. Of course, any profits on closing your position are tax-free. You only need the full value of the strike in your account if you want to exercise your option instead of selling it. Please note: this is not meant to be an options tutorial; see the Montreal Exchange's Equity Options Reference Manual if you have questions on how options work.
Equity and ETF/ETN Options in a TFSA: what is ok and not ok? Long puts and calls are allowed. Covered calls are allowed, but cash-secured puts are not allowed. All other option trades are also not allowed. Basically the rule is, if the trade is not a covered call and it either requires being short an option or short the stock, you can't do it in a TFSA.
Live in a province where the voting age is 19 so I can't open a TFSA until I'm 19, when does my contribution room begin? Your contribution room begins to accumulate at 18, so if you live in province where the age of majority is 19, you'll get the room carried forward from the year you turned 18.
If I turn 18 on December 31, do I get the contribution room just for that day or for the whole year? The whole year.
Do commissions paid on share transactions count as withdrawals? Unfortunately, no. If you contribute $2,000 cash and you buy $1,975 worth of stock and pay $25 in commission, the $25 does not count as a withdrawal. It is the same as if you lost money in the TFSA.
How much room do I have? If your broker records are complete, you can do a spreadsheet. The other thing you can do is call the CRA and they will tell you.
TFSATFSA direct transfer from one institution to another: this has no impact on your contributions or withdrawals as it counts as neither.
More than 1 TFSA: you can have as many as you want but your total contribution room does not increase or decrease depending on how many accounts you have.
Withdrawals that convert into contribution room in the next year. Do they carry forward indefinitely if not used in the next year? Answer :yes.
Do I have to declare my profits, withdrawals and contributions? No. Your bank or broker interfaces directly with the CRA on this. There are no declarations to make.
Risky investments - smart? In a TFSA you want always to make money, because you pay no tax, and you want never to lose money, because you cannot claim the loss against your income from your job. If in year X you have $5,000 of contribution room and put it into a TFSA and buy Canadian Speculative Corp. and due to the failure of the Canadian Speculative Corp. it goes to zero, two things happen. One, you burn up that contribution room and you have to wait until next year for the government to give you more room. Two, you can't claim the $5,000 loss against your employment income or investment income or capital gains like you could in a non-registered account. So remember Buffett's rule #1: Do not lose money. Rule #2 being don't forget the first rule. TFSA's are absolutely tailor-made for Graham-Buffett value investing or for diversified ETF or mutual fund investing, but you don't want to buy a lot of small specs because you don't get the tax loss.
Moving to/from Canada/residency. You must be a resident of Canada and 18 years old with a valid SIN to open a TFSA. Consult your tax advisor on whether your circumstances make you a resident for tax purposes. Since 2009, your TFSA contribution room accumulates every year, if at any time in the calendar year you are 18 years of age or older and a resident of Canada. Note: If you move to another country, you can STILL trade your TFSA online from your other country and keep making money within the account tax-free. You can withdraw money and Canada will not tax you. But you have to get tax advice in your country as to what they do. There restrictions on contributions for non-residents. See "non residents of Canada:" https://www.canada.ca/content/dam/cra-arc/formspubs/pub/rc4466/rc4466-19e.pdf
The U.S. withholding tax. Dividends paid by U.S.-domiciled companies are subject to a 15% U.S. withholding tax. Your broker does this automatically at the time of the dividend payment. So if your stock pays a $100 USD dividend, you only get $85 USD in your broker account and in your statement the broker will have a note saying 15% U.S. withholding tax. I do not know under what circumstances if any it is possible to get the withheld amount. Normally it is not, but consult a tax professional.
The U.S. withholding tax does not apply to capital gains. So if you buy $5,000 USD worth of Apple and sell it for $7,000 USD, you get the full $2,000 USD gain automatically.
Tax-Free Leverage. Leverage in the TFSA is effectively equal to your tax rate * the capital gains inclusion rate because you're not paying tax. So if you're paying 25% on average in income tax, and the capital gains contribution rate is 50%, the TFSA is like having 12.5%, no margin call leverage costing you 0% and that also doesn't magnify your losses.
Margin accounts. These accounts allow you to borrow money from your broker to buy stocks. TFSAs are not margin accounts. Nothing stopping you from borrowing from other sources (such as borrowing cash against your stocks in an actual margin account, or borrowing cash against your house in a HELOC or borrowing cash against your promise to pay it back as in a personal LOC) to fund a TFSA if that is your decision, bearing in mind the risks, but a TFSA is not a margin account. Consider options if you want leverage that you can use in a TFSA, without borrowing money.
Dividend Tax Credit on Canadian Companies. Remember, dividends paid into the TFSA are not eligible to be claimed for the credit, on the rationale that you already got a tax break.
FX risk. The CRA allows you to contribute and withdraw foreign currency from the TFSA but the contribution/withdrawal accounting is done in CAD. So if you contribute $10,000 USD into your TFSA and withdraw $15,000 USD, and the CAD is trading at 70 cents USD when you contribute and $80 cents USD when you withdraw, the CRA will treat it as if you contributed $14,285.71 CAD and withdrew $18,75.00 CAD.
OTC (over-the-counter stocks). You can only buy stocks if they are listed on an approved exchange ("approved exchange" = TSX, TSX-V, NYSE, NASDAQ and about 25 or so others). The U.S. pink sheets "over-the-counter" market is an example of a place where you can buy stocks, that is not an approved exchange, therefore you can't buy these penny stocks. I have however read that the CRA make an exception for a stock traded over the counter if it has a dual listing on an approved exchange. You should check that with a tax lawyer or accountant though.
The RRSP. This is another great tax shelter. Tax shelters in Canada are either deferrals or in a few cases - such as the TFSA - outright tax breaks, The RRSP is an example of a deferral. The RRSP allows you to deduct your contributions from your income, which the TFSA does not allow. This deduction is a huge advantage if you earn a lot of money. The RRSP has tax consequences for withdrawing money whereas the TFSA does not. Withdrawals from the RRSP are taxable whereas they are obviously not in a TFSA. You probably want to start out with a TFSA and maintain and grow that all your life. It is a good idea to start contributing to an RRSP when you start working because you get the tax deduction, and then you can use the amount of the deduction to contribute to your TFSA. There are certain rules that claw back your annual contribution room into an RRSP if you contribute to a pension. See your tax advisor.
Pensions. If I contribute to a pension does that claw back my TFSA contribution room or otherwise affect my TFSA in any way? Answer: No.
The $10K contribution limit for 2015. This was PM Harper's pledge. In 2015 the Conservative government changed the rules to make the annual government allowance $10,000 per year forever. Note: withdrawals still converted into contribution room in the following year - that did not change. When the Liberals came into power they switched the program back for 2016 to the original Harper rules and have kept the original Harper rules since then. That is why there is the $10,000 anomaly of 2015. The original Harper rules (which, again, are in effect now) called for $500 increments to the annual government allowance as and when required to keep up with inflation, based on the BofC's Consumer Price Index (CPI). Under the new Harper rules, it would have been $10,000 flat forever. Which you prefer depends on your politics but the TFSA program is massively popular with Canadians. Assuming 1.6% annual CPI inflation then the annual contribution room will hit $10,000 in 2052 under the present rules. Note: the Bank of Canada does an excellent and informative job of explaining inflation and the CPI at their website.
Losses in a TFSA - you cannot claim a loss in a TFSA against income. So in a TFSA you always want to make money and never want to lose money. A few ppl here have asked if you are losing money on your position in a TFSA can you transfer it in-kind to a cash account and claim the loss. I would expect no as I cannot see how in view of the fact that TFSA losses can't be claimed, that the adjusted cost base would somehow be the cost paid in the TFSA. But I'm not a tax lawyeaccountant. You should consult a tax professional.
Transfers in-kind to the TFSA and the the superficial loss rule. You can transfer securities (shares etc.) "in-kind," meaning, directly, from an unregistered account to the TFSA. If you do that, the CRA considers that you "disposed" of, meaning, equivalent to having sold, the shares in the unregistered account and then re-purchased them at the same price in the TFSA. The CRA considers that you did this even though the broker transfers the shares directly in the the TFSA. The superficial loss rule, which means that you cannot claim a loss for a security re-purchased within 30 days of sale, applies. So if you buy something for $20 in your unregistered account, and it's trading for $25 when you transfer it in-kind into the TFSA, then you have a deemed disposition with a capital gain of $5. But it doesn't work the other way around due to the superficial loss rule. If you buy it for $20 in the unregistered account, and it's trading at $15 when you transfer it in-kind into the TFSA, the superficial loss rule prevents you from claiming the loss because it is treated as having been sold in the unregistered account and immediately bought back in the TFSA.
Day trading/swing trading. It is possible for the CRA to try to tax your TFSA on the basis of "advantage." The one reported decision I'm aware of (emphasis on I'm aware of) is from B.C. where a woman was doing "swap transactions" in her TFSA which were not explicitly disallowed but the court rules that they were an "advantage" in certain years and liable to taxation. Swaps were subsequently banned. I'm not sure what a swap is exactly but it's not that someone who is simply making contributions according to the above rules would run afoul of. The CRA from what I understand doesn't care how much money you make in the TFSA, they care how you made it. So if you're logged on to your broker 40 hours a week and trading all day every day they might take the position that you found a way to work a job 40 hours a week and not pay any tax on the money you make, which they would argue is an "advantage," although there are arguments against that. This is not legal advice, just information.
The U.S. Roth IRA. This is a U.S. retirement savings tax shelter that is superficially similar to the TFSA but it has a number of limitations, including lack of cumulative contribution room, no ability for withdrawals to convert into contribution room in the following year, complex rules on who is eligible to contribute, limits on how much you can invest based on your income, income cutoffs on whether you can even use the Roth IRA at all, age limits that govern when and to what extent you can use it, and strict restrictions on reasons to withdraw funds prior to retirement (withdrawals prior to retirement can only be used to pay for private medical insurance, unpaid medical bills, adoption/childbirth expenses, certain educational expenses). The TFSA is totally unlike the Roth IRA in that it has none of these restrictions, therefore, the Roth IRA is not in any reasonable sense a valid comparison. The TFSA was modeled after the U.K. Investment Savings Account, which is the only comparable program to the TFSA.
The UK Investment Savings Account. This is what the TFSA was based off of. Main difference is that the UK uses a 20,000 pound annual contribution allowance, use-it-or-lose-it. There are several different flavours of ISA, and some do have a limited recontribution feature but not to the extent of the TFSA.
Is it smart to overcontribute to buy a really hot stock and just pay the 1% a month overcontribution penalty? If the CRA believes you made the overcontribution deliberately the penalty is 100% of the gains on the overcontribution, meaning, you can keep the overcontribution, or the loss, but the CRA takes the profit.
Speculative stocks-- are they ok? There is no such thing as a "speculative stock." That term is not used by the CRA. Either the stock trades on an approved exchange or it doesn't. So if a really blue chip stock, the most stable company in the world, trades on an exchange that is not approved, you can't buy it in a TFSA. If a really speculative gold mining stock in Busang, Indonesia that has gone through the roof due to reports of enormous amounts of gold, but their geologist somehow just mysteriously fell out of a helicopter into the jungle and maybe there's no gold there at all, but it trades on an approved exchange, it is fine to buy it in a TFSA. Of course the risk of whether it turns out to be a good investment or not, is on you.
Remember, you're working for your money anyway, so if you can get free money from the government -- you should take it! Follow the rules because Canadians have ended up with a tax bill for not understanding the TFSA rules. Appreciate the feedback everyone. Glad this basic post has been useful for many. The CRA does a good job of explaining TFSAs in detail at https://www.canada.ca/content/dam/cra-arc/formspubs/pub/rc4466/rc4466-19e.pdf
Unrelated but of Interest: The Margin Account
Note: if you are interested in how margin accounts work, I refer you to my post on margin accounts, where I use a straightforward explanation of the math behind margin accounts to try and give readers the confidence that they understand this powerful leveraging tool.
Former investment bank FX trader: Risk management part 3/3
Welcome to the third and final part of this chapter. Thank you all for the 100s of comments and upvotes - maybe this post will take us above 1,000 for this topic! Keep any feedback or questions coming in the replies below. Before you read this note, please start with Part I and then Part II so it hangs together and makes sense. Part III
Squeezes and other risks
Crap trades, timeouts and monthly limits
Squeezes and other risks
We are going to cover three common risks that traders face: events; squeezes, asymmetric bets.
Economic releases can cause large short-term volatility. The most famous is Non Farm Payrolls, which is the most widely watched measure of US employment levels and affects the price of many instruments.On an NFP announcement currencies like EURUSD might jump (or drop) 100 pips no problem. This is fine and there are trading strategies that one may employ around this but the key thing is to be aware of these releases.You can find economic calendars all over the internet - including on this site - and you need only check if there are any major releases each day or week. For example, if you are trading off some intraday chart and scalping a few pips here and there it would be highly sensible to go into a known data release flat as it is pure coin-toss and not the reason for your trading. It only takes five minutes each day to plan for the day ahead so do not get caught out by this. Many retail traders get stopped out on such events when price volatility is at its peak.
Short squeezes bring a lot of danger and perhaps some opportunity. The story of VW and Porsche is the best short squeeze ever. Throughout these articles we've used FX examples wherever possible but in this one instance the concept (which is also highly relevant in FX) is best illustrated with an historical lesson from a different asset class. A short squeeze is when a participant ends up in a short position they are forced to cover. Especially when the rest of the market knows that this participant can be bullied into stopping out at terrible levels, provided the market can briefly drive the price into their pain zone. There's a reason for the car, don't worry Hedge funds had been shorting VW stock. However the amount of VW stock available to buy in the open market was actually quite limited. The local government owned a chunk and Porsche itself had bought and locked away around 30%. Neither of these would sell to the hedge-funds so a good amount of the stock was un-buyable at any price. If you sell or short a stock you must be prepared to buy it back to go flat at some point. To cut a long story short, Porsche bought a lot of call options on VW stock. These options gave them the right to purchase VW stock from banks at slightly above market price. Eventually the banks who had sold these options realised there was no VW stock to go out and buy since the German government wouldn’t sell its allocation and Porsche wouldn’t either. If Porsche called in the options the banks were in trouble. Porsche called in the options which forced the shorts to buy stock - at whatever price they could get it. The price squeezed higher as those that were short got massively squeezed and stopped out. For one brief moment in 2008, VW was the world’s most valuable company. Shorts were burned hard. Incredible event Porsche apparently made $11.5 billion on the trade. The BBC described Porsche as “a hedge fund with a carmaker attached.” If this all seems exotic then know that the same thing happens in FX all the time. If everyone in the market is talking about a key level in EURUSD being 1.2050 then you can bet the market will try to push through 1.2050 just to take out any short stops at that level. Whether it then rallies higher or fails and trades back lower is a different matter entirely. This brings us on to the matter of crowded trades. We will look at positioning in more detail in the next section. Crowded trades are dangerous for PNL. If everyone believes EURUSD is going down and has already sold EURUSD then you run the risk of a short squeeze. For additional selling to take place you need a very good reason for people to add to their position whereas a move in the other direction could force mass buying to cover their shorts. A trading mentor when I worked at the investment bank once advised me: Always think about which move would cause the maximum people the maximum pain. That move is precisely what you should be watching out for at all times.
Also known as picking up pennies in front of a steamroller. This risk has caught out many a retail trader. Sometimes it is referred to as a "negative skew" strategy. Ideally what you are looking for is asymmetric risk trade set-ups: that is where the downside is clearly defined and smaller than the upside. What you want to avoid is the opposite. A famous example of this going wrong was the Swiss National Bank de-peg in 2012. The Swiss National Bank had said they would defend the price of EURCHF so that it did not go below 1.2. Many people believed it could never go below 1.2 due to this. Many retail traders therefore opted for a strategy that some describe as ‘picking up pennies in front of a steam-roller’. They would would buy EURCHF above the peg level and hope for a tiny rally of several pips before selling them back and keep doing this repeatedly. Often they were highly leveraged at 100:1 so that they could amplify the profit of the tiny 5-10 pip rally. Then this happened. Something that changed FX markets forever The SNB suddenly did the unthinkable. They stopped defending the price. CHF jumped and so EURCHF (the number of CHF per 1 EUR) dropped to new lows very fast. Clearly, this trade had horrific risk : reward asymmetry: you risked 30% to make 0.05%. Other strategies like naively selling options have the same result. You win a small amount of money each day and then spectacularly blow up at some point down the line.
We have talked about short squeezes. But how do you know what the market position is? And should you care? Let’s start with the first. You should definitely care. Let’s imagine the entire market is exceptionally long EURUSD and positioning reaches extreme levels. This makes EURUSD very vulnerable. To keep the price going higher EURUSD needs to attract fresh buy orders. If everyone is already long and has no room to add, what can incentivise people to keep buying? The news flow might be good. They may believe EURUSD goes higher. But they have already bought and have their maximum position on. On the flip side, if there’s an unexpected event and EURUSD gaps lower you will have the entire market trying to exit the position at the same time. Like a herd of cows running through a single doorway. Messy. We are going to look at this in more detail in a later chapter, where we discuss ‘carry’ trades. For now this TRYJPY chart might provide some idea of what a rush to the exits of a crowded position looks like. A carry trade position clear-out in action Knowing if the market is currently at extreme levels of long or short can therefore be helpful. The CFTC makes available a weekly report, which details the overall positions of speculative traders “Non Commercial Traders” in some of the major futures products. This includes futures tied to deliverable FX pairs such as EURUSD as well as products such as gold. The report is called “CFTC Commitments of Traders” ("COT"). This is a great benchmark. It is far more representative of the overall market than the proprietary ones offered by retail brokers as it covers a far larger cross-section of the institutional market. Generally market participants will not pay a lot of attention to commercial hedgers, which are also detailed in the report. This data is worth tracking but these folks are simply hedging real-world transactions rather than speculating so their activity is far less revealing and far more noisy. You can find the data online for free and download it directly here. Raw format is kinda hard to work with However, many websites will chart this for you free of charge and you may find it more convenient to look at it that way. Just google “CFTC positioning charts”. But you can easily get visualisations You can visually spot extreme positioning. It is extremely powerful. Bear in mind the reports come out Friday afternoon US time and the report is a snapshot up to the prior Tuesday. That means it is a lagged report - by the time it is released it is a few days out of date. For longer term trades where you hold positions for weeks this is of course still pretty helpful information. As well as the absolute level (is the speculative market net long or short) you can also use this to pick up on changes in positioning. For example if bad news comes out how much does the net short increase? If good news comes out, the market may remain net short but how much did they buy back? A lot of traders ask themselves “Does the market have this trade on?” The positioning data is a good method for answering this. It provides a good finger on the pulse of the wider market sentiment and activity. For example you might say: “There was lots of noise about the good employment numbers in the US. However, there wasn’t actually a lot of position change on the back of it. Maybe everyone who wants to buy already has. What would happen now if bad news came out?” In general traders will be wary of entering a crowded position because it will be hard to attract additional buyers or sellers and there could be an aggressive exit. If you want to enter a trade that is showing extreme levels of positioning you must think carefully about this dynamic.
Retail traders often drastically underestimate how correlated their bets are. Through bitter experience, I have learned that a mistake in position correlation is the root of some of the most serious problems in trading. If you have eight highly correlated positions, then you are really trading one position that is eight times as large. Bruce Kovner of hedge fund, Caxton Associates For example, if you are trading a bunch of pairs against the USD you will end up with a simply huge USD exposure. A single USD-trigger can ruin all your bets. Your ideal scenario — and it isn’t always possible — would be to have a highly diversified portfolio of bets that do not move in tandem. Look at this chart. Inverted USD index (DXY) is green. AUDUSD is orange. EURUSD is blue. Chart from TradingView So the whole thing is just one big USD trade! If you are long AUDUSD, long EURUSD, and short DXY you have three anti USD bets that are all likely to work or fail together. The more diversified your portfolio of bets are, the more risk you can take on each. There’s a really good video, explaining the benefits of diversification from Ray Dalio. A systematic fund with access to an investable universe of 10,000 instruments has more opportunity to make a better risk-adjusted return than a trader who only focuses on three symbols. Diversification really is the closest thing to a free lunch in finance. But let’s be pragmatic and realistic. Human retail traders don’t have capacity to run even one hundred bets at a time. More realistic would be an average of 2-3 trades on simultaneously. So what can be done? For example:
You might diversify across time horizons by having a mix of short-term and long-term trades.
You might diversify across asset classes - trading some FX but also crypto and equities.
You might diversify your trade generation approach so you are not relying on the same indicators or drivers on each trade.
You might diversify your exposure to the market regime by having some trades that assume a trend will continue (momentum) and some that assume we will be range-bound (carry).
And so on. Basically you want to scan your portfolio of trades and make sure you are not putting all your eggs in one basket. If some trades underperform others will perform - assuming the bets are not correlated - and that way you can ensure your overall portfolio takes less risk per unit of return. The key thing is to start thinking about a portfolio of bets and what each new trade offers to your existing portfolio of risk. Will it diversify or amplify a current exposure?
Crap trades, timeouts and monthly limits
One common mistake is to get bored and restless and put on crap trades. This just means trades in which you have low conviction. It is perfectly fine not to trade. If you feel like you do not understand the market at a particular point, simply choose not to trade. Flat is a position. Do not waste your bullets on rubbish trades. Only enter a trade when you have carefully considered it from all angles and feel good about the risk. This will make it far easier to hold onto the trade if it moves against you at any point. You actually believe in it. Equally, you need to set monthly limits. A standard limit might be a 10% account balance stop per month. At that point you close all your positions immediately and stop trading till next month. Be strict with yourself and walk away Let’s assume you started the year with $100k and made 5% in January so enter Feb with $105k balance. Your stop is therefore 10% of $105k or $10.5k . If your account balance dips to $94.5k ($105k-$10.5k) then you stop yourself out and don’t resume trading till March the first. Having monthly calendar breaks is nice for another reason. Say you made a load of money in January. You don’t want to start February feeling you are up 5% or it is too tempting to avoid trading all month and protect the existing win. Each month and each year should feel like a clean slate and an independent period. Everyone has trading slumps. It is perfectly normal. It will definitely happen to you at some stage. The trick is to take a break and refocus. Conserve your capital by not trading a lot whilst you are on a losing streak. This period will be much harder for you emotionally and you’ll end up making suboptimal decisions. An enforced break will help you see the bigger picture. Put in place a process before you start trading and then it’ll be easy to follow and will feel much less emotional. Remember: the market doesn’t care if you win or lose, it is nothing personal. When your head has cooled and you feel calm you return the next month and begin the task of building back your account balance.
That's a wrap on risk management
Thanks for taking time to read this three-part chapter on risk management. I hope you enjoyed it. Do comment in the replies if you have any questions or feedback. Remember: the most important part of trading is not making money. It is not losing money. Always start with that principle. I hope these three notes have provided some food for thought on how you might approach risk management and are of practical use to you when trading. Avoiding mistakes is not a sexy tagline but it is an effective and reliable way to improve results. Next up I will be writing about an exciting topic I think many traders should look at rather differently: news trading. Please follow on here to receive notifications and the broad outline is below. News Trading Part I
Why use the economic calendar
Reading the economic calendar
Knowing what's priced in
First order thinking vs second order thinking
News Trading Part II
Preparing for quantitative and qualitative releases
Data surprise index
Using recent events to predict future reactions
Buy the rumour, sell the fact
The mysterious 'position trim' effect
Some key FX releases
*** Disclaimer:This content is not investment advice and you should not place any reliance on it. The views expressed are the author's own and should not be attributed to any other person, including their employer.
Hey, I'm wondering if it is possible (and with what effort) to reverse engineer an algorithm based on an extensive trading history. A buddy of mine bought access to a trading bot / strategy (crypto trading) and it has been very very successful the last few months. The bot is basically trading crypto futures on binances with high leverage (20x-50x) but very small amounts. It usually has around 30 positions open longing and shorting various cryptos. As we have the complete trading history with all orders (filled or not), it should in theory be possible to reverse engineer the algorithm at least if it's not too complicated. As far as we know it's using the same indicators for all trading pairs so we actually have a lot of data. Other than doing it by hand or just feeding it into ML, do you guys know ways or techniques to do this in a reasonable amount of time?
I can't help but suspect this is a zeitgeist moment; will these serve as a weathervane for what's to come? S&P futures and European stocks slumped as market optimism faded during the busiest week of earnings season while Gold was hammered moments after the December future hit an all time high of $2000 following a record-breaking rally, with spot gold tanking more than $30 in minutes and silver dropping as much as 2% before regaining composure. Gold hit a record high on Tuesday before the sheer scale of its gains drew a burst of profit-taking, with the volatility prompting the Shanghai Gold Exchange to issue a notice on risk prevention and express a willingness to take action if required. The dump in gold also helped the dollar rebound from two-year lows. After rising almost $40 higher at one point to reach $1,980 an ounce, gold was hit by a wave of selling which it pushed back to $1,915 in volatile trade. Gold is still up over $125 in little more than a week as investors bet the Federal Reserve will reaffirm its accommodating policies at its meeting this week, and perhaps signal a tolerance for higher inflation in the long run. "Fed officials have made clear that they will be making their forward guidance more dovish and outcome-based soon," wrote analysts at TD Securities. “The chairman is likely to continue the process of prepping markets for changes when he speaks at his press conference.” One shift could be to average inflation targeting, which would see the Fed aim to push inflation above its 2% target to make up for years of under-shooting. — Top Overnight News —
Senate Republicans presented their $1 trillion plan to bolster the pandemic-ravaged U.S. economy with a package that that didn’t completely settle differences within the GOP
Gold’s record-breaking rally showed signs of losing steam after futures touched $2,000 an ounce for the first time
The European Central Bank urges banks to hold off on returning capital to shareholders and show moderation in setting bonuses amid the coronavirus outbreak in a blow to some lender
China’s “bat woman” says the U.S. president owes her country an apology as she again denied assertions that the novel coronavirus is linked to the Wuhan lab where she works
Spanish Prime Minister Pedro Sanchez lashes out in response to the U.K. ratcheting up its travel ban to Spain to include popular holiday islands
— Trade Of The Day — The game of musical chairs continues with large-cap tech stocks; eventually the music will stop playing and no seats will be found before prices drop, but until that event occurs, most of the market gains are coming from this sector. Today's Trade of the Day comes via NVDA who does not report earnings until August 13th. It's set up in a flag formation with a lot of potential energy, ready to break. And as we've seen lately, stocks are breaking BEFORE their earnings date. Here are two potential plays:
What makes trading NVDA a challenge, like every other big-cap tech stock, is the price of $415/share. If you don't define a stop loss, then buying just ONE share at $415 represents the maximum 2% account risk for a $21k account! This is where fractional shares can come to the rescue for small accounts. I can define a fixed dollar amount in Robinhood (or other brokers supporting fractional shares) and they will create a fractional share position equivalent to my investment. For example, if I wanted to create a $40 NVDA position, then Robinhood would grant me .096 shares of NVDA.
Alternatively, I could still leverage the gains/losses of a 100-share NVDA position by trading a vertical options spread using the 28AUG option series, going long the $415 call and simultaneously selling the $417.5 call as "insurance." This trade allows me to cap my risk at $125/contract, which would represent a max 2% risk to a $6250 account.
Disclaimer — This is a trade idea meant to help anyone learning options or looking for outside opinion, not an instruction manual for what to do with your money. You are the only one responsible for your portfolio. Check out /tradeoftheday to submit your own daily trades & talk more about stocks / options / crypto / spacs / everything else trading! See you there! Cheers and beers, ReadySetTrade
I think I made a post about CAP a month or so ago but there's been some updates since then! https://www.coingecko.com/en/coins/cap https://twitter.com/CapDotFinance So here's the basic rundown: CAP is planning on being a decentralized protocol that allows users to trade any market with stablecoins. This includes any asset with a price feed (stocks, precious metals, etc), leverage/margin trading with crypto (e.g. BTC/DAI) as well as synthetic stocks (think sTSLA), and regular trading (think AAPL/DAI). All this will happen from a Web3 wallet with no KYC. Holding Cap (the token) will allow you to stake and earn trading fees from the pool once the main product is launched in Q4. Circulating supply is 100,000 Cap at the moment. Inflation will occur but only at a rate of 100 new Cap minted per week after launch. A portion of which will go to stakers. Read the new tokenomic update for more details https://blog.cap.finance/2020/07/26/new-cap-economics.html Beta just started today and the developer is handing out entry codes on a first come first serve basis. (It's actually quite funny since everyone is stalking the TG group for when the codes drop right now lol making for some good memes) This has huge potential if it lives up to what's written in the whitepaper. Devs are anonymous at the moment based on the scope of the project (not fully decentralized yet so they're covering any legal bases). One dev is very responsive in Telegram and will answer any question in detail. Also was mentioned they have worked for one or more of the GAFA (Google, Amazon, Facebook, Apple) companies. This one is heavily DYOR. If you're not comfortable with anon devs/investing while still in Beta stage then please don't. Also, don't invest more than you can afford to lose!!!
Nexo offers, what I believe to be, a fantastic offering of products and services. They also have a profitable business model, and have demonstrated that they show every intention of remaining in business for the long term. Being in the business of lending depreciating fiat garbage by leveraging appreciating: gold, digital gold (BTC), and other well vetted & high market cap digital assets; serving as hard-money-collateral makes fantastic business sense. Coming from Credissimo; we have every reason to believe that the NEXO team has both the experience,skillset, and vision to execute sustainable operation in a competitive business landscape. I expect that this next year, they will be Significantly More Profitable than all previous years, and that the coming months will bring amazing buying opportunities for the NEXO token. Here's why: NEXO has been up until this point, and will remain in a "growth phase" yet for some time. They have attracted an impressive amount of users (~300k users or close to? ). Specifically and recently, NEXO upgraded their platform to close a "loophole" (if you want to call it that) which allowed for a user to be both earning interest on an asset & simultaneously use it as collateral. This is by no means illegal/ unethical (for a similar and related financial product that functions this way, look up "infinite banking concept - Nelson Nash"). It is, however, a much less profitable business process than only allowing customers to earn interest on non-collateralized assets. It shouldn't be necessary to explain this at any greater length. This update came in lock step with the differentiation between the "Credit Line Wallet" and the "Savings Wallet". This platform update, coupled with the steady increase in active users which will inevitably arrive in this bull phase, will result in a truly massive dividend for NEXO next year. Moon Boys - this message is for you. NEXO's tokenomics make this an awful moonshot token. Out of all my HODLings, this is my least sexy token. By Far. It is, however, among my most valued. As, personaly, I do not (yet) feel comfortable performing the complex Austrian Economic gymnastics that I do feel comfortable doing in my use of NEXO. What makes NEXO great is not the token, it is the platform. And the token is a pure HODL. If you are day trading NEXO coins. You're NEXOing wrong. It's really that simple. The token is an affordable means of unlocking a more powerful platform for current and future use. I, for one, have no intention of regressing back to brick and mortar finance. I will continue to dollar cost into crypto, and manage my own destiny. My plan, hope, and belief is that NEXO will serve as a valuable platform for my personal bkockchain operations for years to come. Among an array of other platforms I use to digitally manage my, assets, degree, and cash flow. Some understand this. Others Do Not. I would love to read your thoughts.
The uprasing of a BEAST - DXDAO and Gnosis Protocol - MAKER DAO Killer - DEFI 2.0
dxDAO - the First Crypto Exchange Run by a DAO
Marcet cap: 1.3 MLN Token handle: $DXD Circulation supply: 23 695 / 123 224 Team: Great members of Loopring, Kleros, Gnosis, Ethereum DXdao powered Dapps: Mix.eth / Omen.eth / Mesa.eth - revenue from Dapps goes to DXD holders. DXdao is a decentralized community that develops, governs, and grows DeFi protocols and products. Its initial members were seeded through a 1 month process where over $20M in ETH and other tokens were staked and 400+ addresses received Reputation. Since then, DXdao has been advancing critical DeFi infrastructure like Mesa.eth, a recently launched frontend to the Gnosis Protocol, and Omen.eth, a soon-to-launch prediction market platform. The DXdao is also involved in developing Mix.eth, governing DMM, and maintaining the DutchX trading protocol. In order to bootstrap these efforts and broaden its stakeholder base, the DXdao recently voted to launch a public OpenRaise campaign.
Let’s go deeper in what that means.
Starting with Gnosis Protocol: Gnosis Protocol is built in the spirit of permissionless innovation. Its fully decentralized architecture means you don’t need to trust us at Gnosis to build on our protocol. Not only can anyone list tokens or build integrations, Gnosis Protocol's order settlement process does not rely on any operator. Here you can learn more about the protocol and everything you need to start building. Start with the introduction, use cases, or a deep dive into the contracts. Gnosis Protocol is a fully permissionless DEX, which has been in research and development over the course of the last two years. Gnosis Protocol enables ring trades to maximize liquidity. Ring trades are order settlements which share liquidity across all orders, rather than a single token pair, and uniquely suited for trading prediction market tokens and the long tail of all tokenized assets. Gnosis GitHub Page:https://github.com/gnosis As you can see there is a lot of development going on which includes:
Interface for conditional markets for Gnosis' Conditional Token Standard
Safe Transaction service which keeps track of transactions sent via Gnosis Safe contacts and confirmed transactions. It also keeps track of Ether and ERC20 token transfers to Safe contracts.
Dex services – off chain services for the Gnosis Protocol
Safe iOS – Gnosis iOS Ap
Safe Android – Gnosis Android App
And many other developments…
Which leads us to DXDao products:
MIX.ETHMix.finance/Mix.eth - A portfolio tracker with privacy and security as its core. The goal of Mix is to deliver a portfolio manager for the Ethereum ecosystem with privacy, security and a good user experience as a core feature. With the emergence of DeFi 2, decentralised autonomous organisation frameworks (Aragon, 4 Daostack 2) and privacy enabling technologies (zk-SNARKs 3) we can finally deliver a next level wallet interface/portfolio manager. Deeper dive into Mix.ETH:https://daotalk.org/t/mix-eth-seeking-feedback-on-proposal/1183 MESA.ETMesa is an Open Source interface for the Gnosis Protocol, a fully permissionless DEX that enables ring trades to maximize liquidity. Deeper dive into Mix.ETH:https://mesa.eth.link/ OMENOmen is a fully decentralized prediction market platform built on top of the Gnosis conditional token framework. Slated to launch in the coming weeks, Omen will allow anyone to create a prediction market- be it in the realm of crypto, sports, politics, entertainment, etc.- and stake funds on a particular outcome. “People can and will continue to disagree about important topics — that is natural and important — but prediction markets force them to acknowledge the current consensus and whether their input is persuasive.” — Flip Incoming, “The Case for Prediction Markets” Generally, if you look at the cryptocurrency market, people buy and sell crypto based on their prediction of its future value. Prediction markets (also known as information markets, idea futures, event derivatives, decision markets, etc.) allow people to buy and sell outcomes of events. Because people are staking their funds in these markets, the truth becomes its own profit-bearing asset. Prediction markets can serve as aggregators of superior knowledge, where the market share price adjusts to new information and reflects the probability of future outcomes. Omen facilitates all of this on-chain through Gnosis’ conditional token framework. Deeper dive into Omen:https://daotalk.org/t/omen-mvp-overview/1229https://medium.com/bitfwd/omen-dxdaos-new-flagship-product-4976be96d312
TEAM: That’s part is getting really interesting since we need to start with beginning what DAO really is.
DAO is a Decentralized Autonomous Organization (DAO), sometimes labeled a decentralized autonomous corporation (DAC), is an organization represented by rules encoded as a computer program that is transparent, controlled by shareholders and not influenced by a central government. The dxDAO is a community-governed DAO which means they don't really have a team since it's a community driven project. The dxDAO is a community-governed DAO with total control over the DutchX trading protocol. Watch this explainer video how DutchX operates: https://www.youtube.com/watch?v=_TBVXT6XIe0 The dxDAO is not a Gnosis DAO. Gnosis is not part of the dxDAO. Although the technical development of the dxDAO is a project of Gnosis Limited with the support of DAOstack based on DAOstack’s Framework, the contribution of the Companies was limited to providing the technical basis for the dxDAO, including its one month initialisation phase, which ran from 29 May to 28 June 2019. Gnosis Limited did not participate in the initial voting rights’ distribution in the dxDAO. This readthedocs document aims to make it easier for interested third parties to understand the DutchX and dxDAO data as critical infrastructure of the Ethereum blockchain ecosystem. If you want to get deeper dive about this project check out link section in the bottom of article.
Maker (MKR) is a utility token, governance token and recapitalization resource of the Maker system. Maker [MKR] is a token based on Ethereum blockchain. The most actual price for one Maker [MKR] is $552.43. Maker is listed on 33 exchanges with a sum of 65 active markets. The 24h volume of [MKR] is $20 738 227, while the Maker market cap is $555 507 722 which ranks it as #24 of all cryptocurrencies. MKR Rank: 28 Marketcap: $494,696,419 Available Supply: 892,170 Max Supply: 1,005,576 USD: $554.8300 BTC: 0.05846718₿ ETH: 2.37206300Ξ 24h Low & High $529.50| $590.08
Comparing it to DXD:
DXD Rank: 582 Marketcap: $1,633,652 Available Supply: 23,697 Max Supply: 123,226 USD: $68.9400 BTC: 0.00726726₿ ETH: 0.29483887Ξ 24h Low & High $55.88| $74.16
Other #DEFI Partners:
The DeFi Money Market (DMM) provides a trust-minimized, transparent, and permissionless environment on the Ethereum blockchain that empowers users across the world to once again earn a positive yield through digital assets backed by a basket of interest-generating real-world assets brought on-chain into the DeFi space. DMM operates as an ecosystem where real-asset owners can tap Ethereum digital asset owners for funding, which also allows digital asset lenders to gain exposure to uncorrelated passive income. This enables real world asset owners to engage in collateralized borrowing at more competitive rates with a global permissionless reach. In the DMM Ecosystem, both the off-chain assets backing mTokens and the interest revenue generated from these assets are overcollateralized, thus protecting depositors. Being backed by real world assets also means DMM mTokens can offer users a much more stable and reliable ROI on their deposited funds (currently DAI, USDC, ETH) at a stable 6.25% APY. This is in contrast to many other on-chain money markets which offer variable interest rates driven by cryptocurrency leverage traders. Transparency into the off-chain assets backing mTokens and their valuations can be found on-chain and on the DMM Explorer. Additionally, our collaboration and usage of Chainlink’s decentralized oracles adds an extra layer of security and trust to the ecosystem by writing essential data on-chain that details the ecosystem’s valuation and total active collateralization. Website: https://defimoneymarket.com/ DMM DAO Partnership with DXDao “DMM has and will continue to work with the DXdao, a DeFi-focused DAO, in crafting the structure and overall governance of the DMM DAO to utilize and implement best practices in DAO governance. The DXdao was granted a 2% allocation of DMG tokens, and is composed of over 400 stakeholders that control Ethereum protocols and related assets, a treasury of Ether and tokens, and oversees multiple different DeFi projects including Mix.eth, Omen.eth, and Mesa.eth. Through the governance structure we have laid out above, it is our goal that the DMG governance token and community DAO will enable DMM to become a highly decentralized protocol removing any single point of failure. We anticipate that changes and fine-tuning to this structure will be required and we are open to any and all feedback you may have as DMM is a community driven project first and foremost. By enabling permissionless access to a stable yield backed by revenue generating real world assets, we envision a world where your geolocation makes no difference to the ability to secure your financial freedom or grow your business.” Source: https://medium.com/dmm-dao/defi-money-market-dmm-dmg-governance-token-491c9a62c6bf
To put it in perspective/ This is your golden ticket to join DEFI wagon with uprising od DXDdao and Gnosis Protocol. 30% of MKR market cap will place DXD token at value of 6262 USD PER 1DXD. BUY IT AND HODL IT. Can’t do all detective work but remember I’m the person who called MFG from the bottom. I know my game.
For further questions regarding DXdao’s campaign visit websites:
The fee schedule below provides the applicable rate based on the account's 30-Day Volume and if the order is a maker or taker. Bittrex Global Fee30 Day Volume (USD)MakerTaker$0k - $50k0.2%0.2%$50k - $1M0.12%0.18%$1M - $10M0.05%0.15%$10M - $60M0.02%0.1%$60M+0%0.08%>$100MContact TAM representative Trading expenses are incurred when an order is prepared by means of the Bittrex worldwide matching engine. While an order is being executed, the purchaser and the vendor are charged a rate primarily based on the order’s amount. The fee charged by Bittrex exchange is calculated by the formula amount * buy rate * fee. There aren't any charges for placing an order which is not being executed so far. Any portion of an unfinished order will be refunded completely upon order cancelation. Prices vary depending on the currency pair, monthly trade volume, and whether the order is a maker or taker. Bittrex reserves the right to alternate fee quotes at any time, including offering various discounts and incentive packages.
Your buying and selling volume affects the fee you pay for every order. Our expenses are built to encourage customers who ensure liquidity in the Bittrex crypto exchange markets. Your buying and selling charges are reduced according to your trade volume for the last 30 years in dollars. Bittrex calculates the 30-day value every day, updating every account's volume calculation and buying and selling charge between of 12:30 AM UTC and 01:30 AM UTC every day. You can check your monthly trade volume by logging in and opening Account > My Activity. https://preview.redd.it/n1djh2ob4zh51.jpg?width=974&format=pjpg&auto=webp&s=2eebb9c9ac63de207c4dd2e49bc45aeb53a8dec8
6. Withdrawing Funds
Withdrawing any type of funds is likewise simple. You can profit by buying and selling Bitcoin, Ether, or any other cryptocurrency. You determine the crypto address—to which the amount will be credited—and the transaction amount. The withdrawal fee will be automatically calculated and shown right away. After confirming the transaction, the finances will be sent to the specified addresses and all that you need to do is to wait for the community to confirm the transaction. If the 2FA is enabled, then the user receives a special code (via SMS or application) to confirm the withdrawal.
7. How to Trade on Bittrex Global
Currency selling and buying transactions are performed using the Sell and Buy buttons, accordingly. To begin with, the dealer selects a currency pair and sees a graph of the rate dynamics and different values for the pair. Below the chart, there is a section with orders where the user can buy or sell a virtual asset. To create an order, you just need to specify the order type, price, and quantity. And do not forget about the 0.25% trade fee whatever the quantity. For optimum profit, stay with liquid assets as they can be quickly sold at a near-market rate effective at the time of the transaction. Bittrex offers no referral program; so buying and selling crypto is the easiest way to earn. https://preview.redd.it/hopm6fih4zh51.jpg?width=1302&format=pjpg&auto=webp&s=68c0aaae86f64c3e6b9d351c3df2a9c331f94038
Bittrex helps you alternate Limit and Stop-Limit orders. A limit order or a simple limit order is performed when the asset fee reaches—or even exceeds—the price the trader seeks. To execute such an order, it is required that there's a counter market order on the platform that has the identical fee as the limit order.
Differences between Limit Order and Stop Limit Order
A stop limit order is a mixture of a stop limit order and a limit order. In such an application, charges are indicated—a stop charge and the limit.
Let’s discuss how you could trade conveniently with our service. The key features include a user-friendly interface and precise currency pair statistics (timeframe graphs, network data, trade volumes, and so forth). The platform’s top-notch advantage is handy, easy-to-analyze, customizable charts. There is also a column for quick switching between currency pairs and an order panel beneath the fee chart. Such an all-encompassing visual solution helps compare orders efficiently and in one place. You can use the terminal in a day or night mode; when in the night mode, the icon in the upper-right corner changes and notice the Bittrex trading terminal in night mode is displayed. The main menu consists of 4 sections: Markets, Orders, Wallets, Settings. Markets are the trade section. Bittrex allows handling over 270 currency pairs. Orders. To see all open orders, go to Orders → Open. To see completed orders, go to Orders → Completed. Wallets. The Wallets tab displays many wallets for all cryptocurrencies supported by the exchange and the current balance of each of them. After refilling the balance or creating a buy or sale order, you will see all actions in the section. Bittrex allows creating a separate wallet for every coin. Additionally, you can see how the coin price has changed, in terms of percentage, throughout the day. Here’s what you can also do with your wallets:
Hide zero balances: hide currencies with zero balance
Green and red arrows: replenish balance/withdraw funds
Find: search for a cryptocurrency
The Settings section helps manage your account, verification, 2FA, password modification, API connection, and many more.
How to Sell
The process of selling crypto assets follows the same algorithm. The only difference is that after choosing the exchange direction, you need to initiate a Sell order. All the rest is similar: you select the order type, specify the quantity and price, and click Sell *Currency Name* (Sell Bitcoin in our case). If you scroll the screen, the entire history of trades and orders will be displayed below.
LONG and SHORT
You can make a long deal or a short deal. Your choice depends on whether you expect an asset to fall or rise in price. Long positions are a classic trading method. It concerns purchasing an asset to profit when its value increases. Long positions are carried out through any brokers and do not require a margin account. In this case, the trader’s account must have enough funds to cover the transaction. Losses in a long position are considered to be limited; no matter when the trade starts, the price will not fall below zero with all possible errors. Short positions, in contrast, are used to profit from a falling market. A trader buys a financial instrument from a broker and sells it. After the price reaches the target level, the trader buys back the assets or buys them to pay off the initial debt to the broker. A short position yields profit if the price falls, and it is considered unprofitable the price matches the asset value. Performing a short order requires a margin account as a trader borrows valuable assets from a broker to complete a transaction. Long transactions help gain from market growth; short from a market decline.
Trade via API
Bittrex also supports algorithmic trading through extensive APIs (application programming interface), which allows you to automate the trading process using third-party services. To create an API key, the user must enable the two-factor authentication 2FA, verify their account, and log in to the site within 3 minutes. If all the requirements of the system are fulfilled, you can proceed to generate the API key. Log in to your Bittrex account, click Settings. Find API Keys. Click Add new key (Create a new key). Toggle on / off settings for READ INFO, TRADE, or WITHDRAW, depending on what functionality you want to use for our API key. Click Save and enter the 2FA code from the authenticator → Confirm. The secret key will be displayed only once and will disappear after the page is refreshed. Make sure you saved it! To delete an API key, click X in the right corner for the key that you want to delete, then click Save, enter the 2FA code from the authenticator and click Confirm.
Bittrex Bot, a Trader’s Assistant
Robotized programs that appeared sometimes after the appearance of cryptocurrency exchanges save users from monotonous work and allow automating the trading process. Bots for trading digital money work like all the other bots: they perform mechanical trading according to the preset parameters. Currently, one of Bittrex’s most popular trading bots is Bittrex Flash Crash Buyer Bot that helps traders profit from altcoin volatility without missing the right moment. The program monitors all the market changes in the market every second; also, it even can place an order in advance. The Bittrex bot can handle a stop loss—to sell a certain amount of currency when the rate changes in a favorable direction and reaches a certain level.
8. Secure Platform
Bittrex Global employs the most reliable and effective security technologies available. There are many cases of theft, fraud. It is no coincidence that the currency is compared to the Wild West, especially if we compare the 1800s when cowboys rushed to the West Coast of America to earn and start something new in a place that had no rules. Cryptocurrency is still wild. One can earn and lose money fast. But Bittrex has a substantial security policy thanks to the team’s huge experience in security and development for companies such as Microsoft, Amazon, Qualys, and Blackberry. The system employs an elastic, multi-stage holding strategy to ensure that the majority of funds are kept in cold storage for extra safety. Bittrex Global also enables the two-factor authentication for all users and provides a host of additional security features to provide multiple layers of protection. Bittrex cold wallet: https://bitinfocharts.com/en/bitcoin/address/385cR5DM96n1HvBDMzLHPYcw89fZAXULJP
Bittrex Global is a reliable and advanced platform for trading digital assets with a respected reputation, long history, and active market presence and development nowadays. The exchange is eligible to be used globally, including the US and its territories. The legal component of Bittrex Global is one of the most legitimate among numerous crypto-asset exchanges. The Bittrex team has had great ambitions and managed to deliver promises and more. The exchange staff comprises forward-thinking and exceptional individuals whose success is recognized in the traditional business and blockchain sector. Bittrex's purpose is to be the driving force in the blockchain revolution, expanding the application, importance, and accessibility of this game-changing technology worldwide. The exchange fosters new and innovative blockchain and related projects that could potentially change the way money and assets are managed globally. Alongside innovation, safety will always be the main priority of the company. The platform utilizes the most reliable and effective practices and available technologies to protect user accounts. Bittrex customers have always primarily been those who appreciate the highest degree of security. Because of the way the Bittrex trading platform is designed, it can easily scale to always provide instant order execution for any number of new customers. Bittrex supports algorithmic trading and empowers its customers with extensive APIs for more automated and profitable trading. One of the common features which is not available on the exchange is margin trading. No leverage used however adds up to the exchange's stability and prevents fast money seekers and risky traders from entering the exchange. Bittrex is a force of the blockchain revolution and an important entity of the emerging sector. The full version First part Second part
Forex trader looking to start trading Crytpo as well (help with brokers and lot sizes?)
Hey there -- I'm no stranger to trading. I trade Forex and Futures. I'm also not a complete newb to cryptocurrency in general, but I am when it comes to actively trading it. To me, it just seems like Forex but with crypto and I'd really like to start building up my crypto holdings by "trading up" my account rather than solely just converting cash into crypto over time. What is confusing me a little bit is lot sizing, leverage, and the right brokers to use. I was eyeing CryptoAltum if anybody has experience with that? Although I'd prefer something I can trade with Tradingview (my preferred charting / execution platform). Aslo -- lot sizing. With Forex it's pretty simple... 1,000 = micro-lot (approx. 10 cents per pip value on majors) 10,000 = mini-lot (approx $1 per pip value on majors) 100,000 = standard lot (approx $10 per pip value on majors). But how is lot sizing determined with Crypto pairs? I'm interested in trading crypto-against-crypto (for example LTC/BTC). Is there an online calculator somewhere where I can easily determine the value per pip (or "tick"?) based on leverage and lot size? Sorry if this has been answered a bazillion times.
What are the use cases for borrowing besides trading/speculation
I get that defi is hot right now and there is a ton of value being locked into these lending/borrowing protocols, but with loans needing to be collateralized more than 100% and most at 150%, what is the use case for borrowers outside of trading/speculative leverage? You aren’t going to buy a car or house by borrowing Dai or usdc from compound because the rate is variable and can become too high. You aren’t going to stake eth in maker to generate dai for the same reason. I get that Aave has fixed rate lending so maybe there is a case where you want access to your crypto value to make a real world purchase and want to retain your exposure to the asset, but that seems like a very small niche since the vast majority of the world doesn’t have crypto exposure. What is the real world use case that is going to drive the average Joe to defi? Can someone explain? Because right now it looks like a hype fest with everyone borrowing more and more to lock into platforms to farm governance tokens and push the Total Value locked up higher to pump defi. Let me also say I understand the value of maker and generating stable coins giving unbanked access to usd denominated assets. I’m more talking about the lending/borrowing protocols.
Here is how to play the altcoin game - for newbies & champs
I have been here for many previous altcoin seasons (2013,2017 etc) and wanted to share knowedle. It's a LOOONG article. The evaluation of altcoins (i.e not Bitcoin) is one of the most difficult and profitable exercises. Here I will outline my methodology and thinking but we have to take some things as a given. The first is that the whole market is going up or down with forces that we can't predict or control. Bitcoin is correlated with economic environments, money supply increases, safe havens such as Gold, hype and country regulations. This is an impossible mix to analyze and almost everyone fails at it. That's why you see people valuing Bitcoin from $100 to $500k frequently. Although I am bullish on the prospects of Bitcoin and decentralization and smart contract platforms, this is not the game I will be describing. I am talking about a game where you try to maximize your BTC holdings by investing in altcoins. We win this game even if we are at a loss in fiat currency value. To put it another way:
If you are not bullish in general on cryptocurrencies you have no place in investing or trading cryptocurrencies since it's always a losing proposition to trade in bubbles, a scientifically proven fact. If on the other hand you are then your goal is to grow your portfolio more than you would if holding BTC/ETH for example.
Bitcoin is the big boy
How the market works is not easily identifiable if you haven't graduated from the 2017 crypto university. When there is a bull market everything seems amazingly profitable and things keep going up outgrowing Bitcoin by orders of magnitude and you are a genius. The problem with this is that it only works while Bitcoin is going up a little bit or trades sideways. When it decides to move big then altcoins lose value both on the way up and on the way down. The second part is obvious and proven since all altcoins from 2017 are at a fraction of their BTC value (usually in the range of 80% or more down). Also, when BTC is making a big move upwards everyone exits altcoins to ride the wave. It is possible that the altcoin market behaves as an inversed leveraged ETF with leakage where in a certain period while Bitcoin starts at 10k and ends at 10k for example, altcoins have lost a lot of value because of the above things happening.
We are doing it anyway champ!
OK so we understand the risks and just wanna gambol with our money right? I get it. Why do that? Because finding the ideal scenario and period can be extremely profitable. In 2017 several altcoins went up 40x more than BTC. But again, if you don't chose wisely many of them have gone back to zero (the author has first hand experience in this!), they have been delisted and nobody remembers them. The actual mentality to have is very important and resembles poker and other speculative games: A certain altcoin can go up in value indefinitely but can only lose it's starting investment. Think about it. You either lose 1 metric or gain many many more. Now that sounds amazing but firstly as we said we have the goal to outperform our benchmark (BTC) and secondly that going up in value a lot means that the probability is quite low. There is this notion of Expected Value (EV) that poker players apply in these kind of situations and it goes like that. If you think that a certain coin has a probability let's say 10% to go up 10X and 90% probability it goes to zero it's an even bet. If you think that probability is 11% then it's a good bet, a profitable bet and you should take it. You get the point right? It's not that it can only go 10X or 0X, there is a whole range of probability outcomes that are too mathematical to explain here and it doesn't help so much because nobody can do such analysis with altcoins. See below on how we can approximate it.
How to evaluate altcoins
A range of different things to take into account outlined below will form our decision making. Not a single one of them should dictate 100% of our strategy.
It's all about market cap. Repeat after me. The price of a coin doesn't mean anything. Say it 10 times until you believe it. I can't remember how many times I had conversations with people that were comparing coins using their coin price instead of their market cap. To make this easy to get.
If I decide because the sky is blue to make my coin supply 100 Trillion FoolCoins with a price of $0.001 and there is another WiseCoin with a supply of 100 Million and price of $1 then FoolCoins are more expensive. - Alex Fin's Cap Law
This is done usually in the stock world and it means that each company has some fundamental value that includes it's assets, customers, growth prospects, sector prospects and leadership competence but mostly centered in financial measures such as P/E ratios etc. Valuation is a proper economic discipline by itself taught in universities. OK, now throw everything out of the window!. This kind of analysis is impossible in vague concepts and innovations that are currently cryptocurrencies. Ethereum was frequently priced at the fictional price of gas when all financial systems on earth run on the platform after decades (a bit of exaggeration here). No project is currently profitable enough to justify a valuation multiple that is usually equal to P/E in the thousands or more. As such we need to take other things into account. What I do is included in the list below:
Check Github. You need to make sure there is active development for the platform and it's a very bad sign if the project is either keeping the code closed source or even worse there is simply no development. No projects are "complete".
Check Website. If the website is written in bad English the Chinese google translate type it means that they are not serious enough to produce an unbreakable decentralized project. If you can't write English you can't change the world, period. That's a deal breaker.
Check Team's Linkedin. Numerous projects have either fake Linkedin accounts or the team is comprised mainly by unexperienced employees that are even shown to be working in other companies currently.
Check backers. Projects that have Binance, Coinbase or Silicon Valley VC funds backing them are way more legit but way more overpriced too!
One of my favorite ways to value altcoins that is based on the same principle in the stock market is to look at peers and decide what is the maximum cap it can grow to. As an example you take a second layer Ethereum solution that has an ICO and you want to decide if you will enter or not. You can take a look at other coins that are in the same business and compare their market caps. Thinking that your coin will outperform by a lot the top coins currently is overly optimistic so I usually take a lower valuation as a target price. If the initial offering is directly implying a valuation that is more than that then there is no room to grow according to my analysis and I skip it. Many times this has proven me wrong because it's a game theory problem where if many people think irrationally in a market it becomes a self-fulfilling prophecy. But since there is opportunity cost involved, in the long run, getting in initial offerings that have a lot of room to grow will pay off as a strategy.
In 2017 the sexiest sector was platforms and then coins including privacy ones. Platforms are obviously still a highly rated sector because everything is being built on them, but privacy is not as hot as it used to be. In 2018 DEXes were all they hype but still people are massively using centralized exchanges. In 2020 Defi is the hottest sector and it includes platforms, oracles and Defi projects. What I am saying is that a project gets extra points if it's a Defi one in 2020 and minus points if it's a payment system that will conquer the world as it was in 2017 because that's old news. This is closely related to the next section.
Needless to say that the crypto market is a worse FOMO type of inexperienced trigger happy yolo investors , much worse than the Robinhood crowd that drove a bankrupt company's stock 1200% after they declared bankruptcy. The result is that there are numerous projects that are basically either vaporware or just so overhyped that their valuation has no connection to reality. Should we avoid those kind of projects? No and I will explain why. There are many very good technically projects that had zero hype potential due to incompetent marketing departments that made them tank. An example (without shilling because I sold out a while back) is Quantum Resistant Ledger. This project has amazing quantum resistant blockchain, the only one running now, has a platform that people can build tokens and messaging systems and other magnificent stuff. Just check how they fared up to now and you will get the point. A project *needs* to have a hype factor because you cannot judge it as normal stocks that you can do value investing like Warren Buffet does where a company will inevitable post sales and profitability numbers and investors will get dividends. Actually the last sentence is the most important: No dividends. Even projects that give you tokens or coins as dividends are not real dividends because if the coin tanks the value of the dividend tanks. This is NOT the case with company stocks where you get dollars even if the company stock tanks. All that being said, I would advice against betting on projects that have a lot of hype but little substance (but that should be obvious!).
How to construct your portfolio
My strategy and philosophy in investing is that risk should be proportional to investment capital. That means that if you are investing 100K in the crypto market your portfolio should be very different than someone investing 1K because 10% annual gains are nothing in the latter while they are very significant in the former. Starting from this principle each individual needs to construct a portfolio according to how much risk he wants to take. I will emphasize two important concepts that play well with what I said. In the first instance of a big portfolio you should concentrate on this mantra: "Diversification is the only free meal in finance". In the case of a small portfolio then this mantra is more important: "Concentrate to create wealth, diversify to maintain wealth". Usually in a big portfolio you would want to hold some big coins such as BTC and ETH to weather the ups and downs explained in previous paragraphs while generating profits and keep progressively smaller parts of your portfolio for riskier investments. Maybe 50% of this portfolio could be big caps and 10% very risky initial offerings. Adapting risk progressively to smaller portfolios makes sense but I think it would be irrational to keep more than 30% of a portfolio no matter what tied to one coin due to the very high risk of bankruptcy.
The altseason is supposedly coming every 3 months. Truth is that nobody can predict it but altcoins can be profitable no matter what. Forget about maximalists who are stuck in their dogmas. Altcoins deliver different value propositions and it makes sense because we are very far from a situation where some project offers everything like Amazon and we wouldn't even want that in the first place since we are talking about decentralization and not a winner takes all and becomes a monster kind of scenario! Some last minute advice:
Stay out of paid telegram/discord pump groups. They are deadly for your wallet.
Avoid jumping on overhyped coins that have pumped massively during the last days without any very important news.
Don't keep coins in obscure exchanges for too long or you will get burned with certainty.
Stop thinking that your coin will 1000x and overtake Bitcoin!
P.S If you find value in reading this and want more weekly consider subscribing to my newsletterhere
How many people really understand what they’re buying, especially when it comes to highly specialized hardware companies? Most NVidia investors seem to be relying on a vague idea of how the company should thrive “in the future”, as their GPUs are ostensibly used for Artificial Intelligence, Cloud, holograms, etc. Having been shocked by how this company is represented in the media, I decided to lay out how this business works, doing my part to fight for reality. With what’s been going on in markets, I don’t like my chances but here goes: Let’s start with… How does NVDA make money? NVDA is in the business of semiconductor design. As a simplified image in your head, you can imagine this as designing very detailed and elaborate posters. Their engineers create circuit patterns for printing onto semiconductor wafers. NVDA then pays a semiconductor foundry (the printer – generally TSMC) to create chips with those patterns on them. Simply put, NVDA’s profits represent the difference between the price at which they can sell those chips, less the cost of printing, and less the cost of paying their engineers to design them. Notably, after the foundry prints the chips, NVDA also has to pay (I say pay, but really it is more like “sell at a discount to”) their “add-in board” (AIB) partners to stick the chips onto printed circuit boards (what you might imagine as green things with a bunch of capacitors on them). That leads to the final form in which buyers experience the GPU. What is a GPU? NVDA designs chips called GPUs (Graphical Processing Units). Initially, GPUs were used for the rapid processing and creation of images, but their use cases have expanded over time. You may be familiar with the CPU (Central Processing Unit). CPUs sit at the core of a computer system, doing most of the calculation, taking orders from the operating system (e.g. Windows, Linux), etc. AMD and Intel make CPUs. GPUs assist the CPU with certain tasks. You can think of the CPU as having a few giant very powerful engines. The GPU has a lot of small much less powerful engines. Sometimes you have to do a lot of really simple tasks that don’t require powerful engines to complete. Here, the act of engaging the powerful engines is a waste of time, as you end up spending most of your time revving them up and revving them down. In that scenario, it helps the CPU to hand that task over to the GPU in order to “accelerate” the completion of the task. The GPU only revs up a small engine for each task, and is able to rev up all the small engines simultaneously to knock out a large number of these simple tasks at the same time. Remember the GPU has lots of engines. The GPU also has an edge in interfacing a lot with memory but let’s not get too technical. Who uses NVDA’s GPUs? There are two main broad end markets for NVDA’s GPUs – Gaming and Professional. Let’s dig into each one: The Gaming Market: A Bit of Ancient History (Skip if impatient) GPUs were first heavily used for gaming in arcades. They then made their way to consoles, and finally PCs. NVDA started out in the PC phase of GPU gaming usage. They weren’t the first company in the space, but they made several good moves that ultimately led to a very strong market position. Firstly, they focused on selling into OEMs – guys like the equivalent of today’s DELL/HP/Lenovo – , which allowed a small company to get access to a big market without having to create a lot of relationships. Secondly, they focused on the design aspect of the GPU, and relied on their Asian supply chain to print the chip, to package the chip and to install in on a printed circuit board – the Asian supply chain ended up being the best in semis. But the insight that really let NVDA dominate was noticing that some GPU manufacturers were focusing on keeping hardware-accelerated Transform and Lighting as a Professional GPU feature. As a start-up, with no professional GPU business to disrupt, NVidia decided their best ticket into the big leagues was blowing up the market by including this professional grade feature into their gaming product. It worked – and this was a real masterstroke – the visual and performance improvements were extraordinary. 3DFX, the initial leader in PC gaming GPUs, was vanquished, and importantly it happened when funding markets shut down with the tech bubble bursting and after 3DFX made some large ill-advised acquisitions. Consequently 3DFX, went from hero to zero, and NVDA bought them for a pittance out of bankruptcy, acquiring the best IP portfolio in the industry. Some more Modern History This is what NVDA’s pure gaming card revenue looks like over time – NVDA only really broke these out in 2005 (note by pure, this means ex-Tegra revenues): 📷 https://hyperinflation2020.tumblr.com/private/618394577731223552/tumblr_Ikb8g9Cu9sxh2ERno So what is the history here? Well, back in the late 90s when GPUs were first invented, they were required to play any 3D game. As discussed in the early history above, NVDA landed a hit product to start with early and got a strong burst of growth: revenues of 160M in 1998 went to 1900M in 2002. But then NVDA ran into strong competition from ATI (later purchased and currently owned by AMD). While NVDA’s sales struggled to stay flat from 2002 to 2004, ATI’s doubled from 1Bn to 2Bn. NVDA’s next major win came in 2006, with the 8000 series. ATI was late with a competing product, and NVDA’s sales skyrocketed – as can be seen in the graph above. With ATI being acquired by AMD they were unfocused for some time, and NVDA was able to keep their lead for an extended period. Sales slowed in 2008/2009 but that was due to the GFC – people don’t buy expensive GPU hardware in recessions. And then we got to 2010 and the tide changed. Growth in desktop PCs ended. Here is a chart from Statista: 📷https://hyperinflation2020.tumblr.com/private/618394674172919808/tumblr_OgCnNwTyqhMhAE9r9 This resulted in two negative secular trends for Nvidia. Firstly, with the decline in popularity of desktop PCs, growth in gaming GPUs faded as well (below is a chart from Jon Peddie). Note that NVDA sells discrete GPUs, aka DT (Desktop) Discrete. Integrated GPUs are mainly made by Intel (these sit on the motherboard or with the CPU). 📷 https://hyperinflation2020.tumblr.com/private/618394688079200256/tumblr_rTtKwOlHPIVUj8e7h You can see from the chart above that discrete desktop GPU sales are fading faster than integrated GPU sales. This is the other secular trend hurting NVDA’s gaming business. Integrated GPUs are getting better and better, taking over a wider range of tasks that were previously the domain of the discrete GPU. Surprisingly, the most popular eSports game of recent times – Fortnite – only requires Intel HD 4000 graphics – an Integrated GPU from 2012! So at this point you might go back to NVDA’s gaming sales, and ask the question: What happened in 2015? How is NVDA overcoming these secular trends? The answer consists of a few parts.Firstly, AMD dropped the ball in 2015. As you can see in this chart, sourced from 3DCenter, AMD market share was halved in 2015, due to a particularly poor product line-up: 📷 https://hyperinflation2020.tumblr.com/private/618394753459994624/tumblr_J7vRw9y0QxMlfm6Xd Following this, NVDA came out with Pascal in 2016 – a very powerful offering in the mid to high end part of the GPU market. At the same time, AMD was focusing on rebuilding and had no compelling mid or high end offerings. AMD mainly focused on maintaining scale in the very low end. Following that came 2017 and 2018: AMD’s offering was still very poor at the time, but cryptomining drove demand for GPUs to new levels, and AMD’s GPUs were more compelling from a price-performance standpoint for crypto mining initially, perversely leading to AMD gaining share. NVDA quickly remedied that by improving their drivers to better mine crypto, regaining their relative positioning, and profiting in a big way from the crypto boom. Supply that was calibrated to meet gaming demand collided with cryptomining demand and Average Selling Prices of GPUs shot through the roof. Cryptominers bought top of the line GPUs aggressively. A good way to see changes in crypto demand for GPUs is the mining profitability of Ethereum: 📷 https://hyperinflation2020.tumblr.com/private/618394769378443264/tumblr_cmBtR9gm8T2NI9jmQ This leads us to where we are today. 2019 saw gaming revenues drop for NVDA. Where are they likely to head? The secular trends of falling desktop sales along with falling discrete GPU sales have reasserted themselves, as per the Jon Peddie research above. Cryptomining profitability has collapsed. AMD has come out with a new architecture, NAVI, and the 5700XT – the first Iteration, competes effectively with NVDA in the mid-high end space on a price/performance basis. This is the first real competition from AMD since 2014. NVDA can see all these trends, and they tried to respond. Firstly, with volumes clearly declining, and likely with a glut of second-hand GPUs that can make their way to gamers over time from the crypto space, NVDA decided to pursue a price over volume strategy. They released their most expensive set of GPUs by far in the latest Turing series. They added a new feature, Ray Tracing, by leveraging the Tensor Cores they had created for Professional uses, hoping to use that as justification for higher prices (more on this in the section on Professional GPUs). Unfortunately for NVDA, gamers have responded quite poorly to Ray Tracing – it caused performance issues, had poor support, poor adoption, and the visual improvements in most cases are not particularly noticeable or relevant. The last recession led to gaming revenues falling 30%, despite NVDA being in a very strong position at the time vis-à-vis AMD – this time around their position is quickly slipping and it appears that the recession is going to be bigger. Additionally, the shift away from discrete GPUs in gaming continues. To make matters worse for NVDA, AMD won the slots in both the New Xbox and the New PlayStation, coming out later this year. The performance of just the AMD GPU in those consoles looks to be competitive with NVidia products that currently retail for more than the entire console is likely to cost. Consider that usually you have to pair that NVidia GPU with a bunch of other expensive hardware. The pricing and margin impact of this console cycle on NVDA is likely to be very substantially negative. It would be prudent to assume a greater than 30% fall in gaming revenues from the very elevated 2019 levels, with likely secular decline to follow. The Professional Market: A Bit of Ancient History (again, skip if impatient) As it turns out, graphical accelerators were first used in the Professional market, long before they were employed for Gaming purposes. The big leader in the space was a company called Silicon Graphics, who sold workstations with custom silicon optimised for graphical processing. Their sales were only $25Mn in 1985, but by 1997 they were doing 3.6Bn in revenue – truly exponential growth. Unfortunately for them, from that point on, discrete GPUs took over, and their highly engineered, customised workstations looked exorbitantly expensive in comparison. Sales sank to 500mn by 2006 and, with no profits in sight, they ended up filing for bankruptcy in 2009. Competition is harsh in the semiconductor industry. Initially, the Professional market centred on visualisation and design, but it has changed over time. There were a lot of players and lot of nuance, but I am going to focus on more recent times, as they are more relevant to NVidia. Some More Modern History NVDA’s Professional business started after its gaming business, but we don’t have revenue disclosures that show exactly when it became relevant. This is what we do have – going back to 2005: 📷 https://hyperinflation2020.tumblr.com/private/618394785029472256/tumblr_fEcYAzdstyh6tqIsI In the beginning, Professional revenues were focused on the 3D visualisation end of the spectrum, with initial sales going into workstations that were edging out the customised builds made by Silicon Graphics. Fairly quickly, however, GPUs added more and more functionality and started to turn into general parallel data processors rather than being solely optimised towards graphical processing. As this change took place, people in scientific computing noticed, and started using GPUs to accelerate scientific workloads that involve very parallel computation, such as matrix manipulation. This started at the workstation level, but by 2007 NVDA decided to make a new line-up of Tesla series cards specifically suited to scientific computing. The professional segment now have several points of focus:
GPUs used in workstations for things such as CAD graphical processing (Quadro Line)
GPUs used in workstations for computational workloads such as running engineering simulations (Quadro Line)
GPUs used in workstations for machine learning applications (Quadro line.. but can use gaming cards as well for this)
GPUs used by enterprise customers for high performance computing (such as modelling oil wells) (Tesla Line)
GPUs used by enterprise customers for machine learning projects (Tesla Line)
GPUs used by hyperscalers (mostly for machine learning projects) (Tesla Line)
In more recent times, given the expansion of the Tesla line, NVDA has broken up reporting into Professional Visualisation (Quadro Line) and Datacenter (Tesla Line). Here are the revenue splits since that reporting started: 📷 https://hyperinflation2020.tumblr.com/private/618394798232158208/tumblr_3AdufrCWUFwLgyQw2 📷 https://hyperinflation2020.tumblr.com/private/618394810632601600/tumblr_2jmajktuc0T78Juw7 It is worth stopping here and thinking about the huge increase in sales delivered by the Tesla line. The reason for this huge boom is the sudden increase in interest in numerical techniques for machine learning. Let’s go on a brief detour here to understand what machine learning is, because a lot of people want to hype it but not many want to tell you what it actually is. I have the misfortune of being very familiar with the industry, which prevented me from buying into the hype. Oops – sometimes it really sucks being educated. What is Machine Learning? At a very high level, machine learning is all about trying to get some sort of insight out of data. Most of the core techniques used in machine learning were developed a long time ago, in the 1950s and 1960s. The most common machine learning technique, which most people have heard of and may be vaguely familiar with, is called regression analysis. Regression analysis involves fitting a line through a bunch of datapoints. The most common type of regression analysis is called “Ordinary Least Squares” OLS regression, and that type of regression has a “closed form” solution, which means that there is a very simple calculation you can do to fit an OLS regression line to data. As it happens, fitting a line through points is not only easy to do, it also tends to be the main machine learning technique that people want to use, because it is very intuitive. You can make good sense of what the data is telling you and can understand the machine learning model you are using. Obviously, regression analysis doesn’t require a GPU! However, there is another consideration in machine learning: if you want to use a regression model, you still need a human to select the data that you want to fit the line through. Also, sometimes the relationship doesn’t look like a line, but rather it might look like a curve. In this case, you need a human to “transform” the data before you fit a line through it in order to make the relationship linear. So people had another idea here: what if instead of getting a person to select the right data to analyse, and the right model to apply, you could just get a computer to do that? Of course the problem with that is that computers are really stupid. They have no preconceived notion of what data to use or what relationship would make sense, so what they do is TRY EVERYTHING! And everything involves trying a hell of a lot of stuff. And trying a hell of a lot of stuff, most of which is useless garbage, involves a huge amount of computation. People tried this for a while through to the 1980s, decided it was useless, and dropped it… until recently. What changed? Well we have more data now, and we have a lot more computing power, so we figured lets have another go at it. As it happens, the premier technique for trying a hell of a lot of stuff (99.999% of which is garbage you throw away) is called “Deep Learning”. Deep learning is SUPER computationally intensive, and that computation happens to involve a lot of matrix multiplication. And guess what just happens to have been doing a lot of matrix multiplication? GPUs! Here is a chart that, for obvious reasons, lines up extremely well with the boom in Tesla GPU sales: 📷 https://hyperinflation2020.tumblr.com/private/618394825774989312/tumblr_IZ3ayFDB0CsGdYVHW Now we need to realise a few things here. Deep Learning is not some magic silver bullet. There are specific applications where it has proven very useful – primarily areas that have a very large number of very weak relationships between bits of data that sum up into strong relationships. An example of ones of those is Google Translate. On the other hand, in most analytical tasks, it is most useful to have an intuitive understanding of the data and to fit a simple and sensible model to it that is explainable. Deep learning models are not explainable in an intuitive manner. This is not only because they are complicated, but also because their scattershot technique of trying everything leaves a huge amount of garbage inside the model that cancels itself out when calculating the answer, but it is hard to see how it cancels itself out when stepping through it. Given the quantum of hype on Deep learning and the space in general, many companies are using “Deep Learning”, “Machine Learning” and “AI” as marketing. Not many companies are actually generating significant amounts of tangible value from Deep Learning. Back to the Competitive Picture For the Tesla Segment So NVDA happened to be in the right place at the right time to benefit from the Deep Learning hype. They happened to have a product ready to go and were able to charge a pretty penny for their product. But what happens as we proceed from here? Firstly, it looks like the hype from Deep Learning has crested, which is not great from a future demand perspective. Not only that, but we really went from people having no GPUs, to people having GPUs. The next phase is people upgrading their old GPUs. It is much harder to sell an upgrade than to make the first sale. Not only that, but GPUs are not the ideal manifestation of silicon for Deep Learning. NVDA themselves effectively admitted that with their latest iteration in the Datacentre, called Ampere. High Performance Computing, which was the initial use case for Tesla GPUs, was historically all about double precision floating point calculations (FP64). High precision calculations are required for simulations in aerospace/oil & gas/automotive. NVDA basically sacrificed HPC and shifted further towards Deep Learning with Ampere, announced last Thursday. The FP64 performance of the A100 (the latest Ampere chip) increased a fairly pedestrian 24% from the V100, increasing from 7.8 to 9.7 TF. Not a surprise that NVDA lost El Capitan to AMD, given this shift away from a focus on HPC. Instead, NVDA jacked up their Tensor Cores (i.e. not the GPU cores) and focused very heavily on FP16 computation (a lot less precise than FP64). As it turns out, FP16 is precise enough for Deep Learning, and NVDA recognises that. The future industry standard is likely to be BFloat 16 – the format pioneered by Google, who lead in Deep Learning. Ampere now does 312 TF of BF16, which compares to the 420 TF of Google’s TPU V3 – Google’s Machine Learning specific processor. Not quite up to the 2018 board from Google, but getting better – if they cut out all of the Cuda cores and GPU functionality maybe they could get up to Google’s spec. And indeed this is the problem for NVDA: when you make a GPU it has a large number of different use cases, and you provide a single product that meets all of these different use cases. That is a very hard thing to do, and explains why it has been difficult for competitors to muscle into the GPU space. On the other hand, when you are making a device that does one thing, such as deep learning, it is a much simpler thing to do. Google managed to do it with no GPU experience and is still ahead of NVDA. It is likely that Intel will be able to enter this space successfully, as they have widely signalled with the Xe. There is of course the other large negative driver for Deep Learning, and that is the recession we are now in. Demand for GPU instances on Amazon has collapsed across the board, as evidenced by the fall in pricing. The below graph shows one example: this data is for renting out a single Tesla V100 GPU on AWS, which isthe typical thing to do in an early exploratory phase for a Deep Learning model: 📷 https://hyperinflation2020.tumblr.com/private/618396177958944768/tumblr_Q86inWdeCwgeakUvh With Deep Learning not delivering near-term tangible results, it is the first thing being cut. On their most recent conference call, IBM noted weakness in their cognitive division (AI), and noted weaker sales of their power servers, which is the line that houses Enterprise GPU servers at IBM. Facebook cancelled their AI residencies for this year, and Google pushed theirs out. Even if NVDA can put in a good quarter due to their new product rollout (Ampere), the future is rapidly becoming a very stormy place. For the Quadro segment The Quadro segment has been a cash cow for a long time, generating dependable sales and solid margins. AMD just decided to rock the boat a bit. Sensing NVDA’s focus on Deep Learning, AMD seems to be focusing on HPC – the Radeon VII announced recently with a price point of $1899 takes aim at NVDAs most expensive Quadro, the GV100, priced at $8999. It does 6.5 TFLOPS of FP64 Double precision, whereas the GV100 does 7.4 – talk about shaking up a quiet segment. Pulling things together Let’s go back to what NVidia fundamentally does – paying their engineers to design chips, getting TSMC to print those chips, and getting board partners in Taiwan to turn them into the final product. We have seen how a confluence of several pieces of extremely good fortune lined up to increase NVidia’s sales and profits tremendously: first on the Gaming side, weak competition from AMD until 2014, coupled with a great product in form of Pascal in 2016, followed by a huge crypto driven boom in 2017 and 2018, and on the Professional side, a sudden and unexpected increase in interest in Deep Learning driving Tesla demand from 2017-2019 sky high. It is worth noting what these transient factors have done to margins. When unexpected good things happen to a chip company, sales go up a lot, but there are no costs associated with those sales. Strong demand means that you can sell each chip for a higher price, but no additional design work is required, and you still pay the printer, TSMC, the same amount of money. Consequently NVDA’s margins have gone up substantially: well above their 11.9% long term average to hit a peak of 33.2%, and more recently 26.5%: 📷 https://hyperinflation2020.tumblr.com/private/618396192166100992/tumblr_RiWaD0RLscq4midoP The question is, what would be a sensible margin going forward? Obviously 33% operating margin would attract a wall of competition and get competed away, which is why they can only be temporary. However, NVidia has shifted to having a greater proportion of its sales coming from non-OEM, and has a greater proportion of its sales coming from Professional rather than gaming. As such, maybe one can be generous and say NVDA can earn an 18% average operating margin over the next cycle. We can sense check these margins, using Intel. Intel has a long term average EBIT margin of about 25%. Intel happens to actually print the chips as well, so they collect a bigger fraction of the final product that they sell. NVDA, since it only does the design aspect, can’t earn a higher EBIT margin than Intel on average over the long term. Tesla sales have likely gone too far and will moderate from here – perhaps down to a still more than respectable $2bn per year. Gaming resumes the long-term slide in discrete GPUs, which will likely be replaced by integrated GPUs to a greater and greater extent over time. But let’s be generous and say it maintains $3.5 Bn Per year for the add in board, and let’s assume we keep getting $750mn odd of Nintendo Switch revenues(despite that product being past peak of cycle, with Nintendo themselves forecasting a sales decline). Let’s assume AMD struggles to make progress in Quadro, despite undercutting NVDA on price by 75%, with continued revenues at $1200. Add on the other 1.2Bn of Automotive, OEM and IP (I am not even counting the fact that car sales have collapsed and Automotive is likely to be down big), and we would end up with revenues of $8.65 Bn, at an average operating margin of 20% through the cycle that would have $1.75Bn of operating earnings power, and if I say that the recent Mellanox acquisition manages to earn enough to pay for all the interest on NVDAs debt, and I assume a tax rate of 15% we would have around $1.5Bn in Net income. This company currently has a market capitalisation of $209 Bn. It blows my mind that it trades on 139x what I consider to be fairly generous earnings – earnings that NVidia never even got close to seeing before the confluence of good luck hit them. But what really stuns me is the fact that investors are actually willing to extrapolate this chain of unlikely and positive events into the future. Shockingly, Intel has a market cap of 245Bn, only 40Bn more than NVDA, but Intel’s sales and profits are 7x higher. And while Intel is facing competition from AMD, it is much more likely to hold onto those sales and profits than NVDA is. These are absolutely stunning valuation disparities. If I didn’t see NVDA’s price, and I started from first principles and tried to calculate a prudent price for the company I would have estimated a$1.5Bn normalised profit, maybe on a 20x multiple giving them the benefit of the doubt despite heading into a huge recession, and considering the fact that there is not much debt and the company is very well run. That would give you a market cap of $30Bn, and a share price of $49. And it is currently $339. Wow. Obviously I’m short here!
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