Whenever I'm tempted to buy individual high performing tickers (e.g. NVDA, TSLA, AMD), I restrict the purchase to no more than 2% of my portfolio and I only allow myself to bet on 2-3 "race horses" at a time. I think this fulfills the desire to gamble a little and see 100-200% YoY returns. NVDA cracked 300% cost basis when I finally sold, which is wild.
The reason I can do this is because the rest of my portfolio is a boring mix of low-fee ETFs that track major US and international indices. As a retail investor, it's good to remind myself that if I actually had the skills to invest professionally, someone would probably be paying me to do it for them.
> As a retail investor, it's good to remind myself that if I actually had the skills to invest professionally, someone would probably be paying me to do it for them.
Don't discount the knowledge you have from being deep into an industry. The higher quality of the CUDA toolkit compared to other SIMD languages, combined with it's increasing relevance in compute (gaming, followed by blockchain, followed by ML, followed by GPT) would have made this an NVDA an easy pick for anyone (of the increasing number of people) that worked in parallel computing from 2006-2023.
Sometimes you can see a company is positioning itself for a great long term position before the entire wallstreet herd takes notice. That's when you add a single stock as part of your diverse portfolio. I keep up to 5% of my stock portfolio as these single stock picks, judged entirely on the product the company sells.
> Don't discount the knowledge you have from being deep into an industry. [...] diverse portfolio
It's worth emphasizing that investing in the same sector that you are employed-in is actually a kind of anti-diversification, and it won't usually show up using "rate my portfolio" tools.
The archetypal example that comes to mind--unusually extreme but illustrative--would be all those Enron employees who invested their 401(k) funds straight into their own employer.
Consider these three scenarios:
1. If your investments plummet but you keep getting wages from you job, you can try riding it out until they recover.
2. If you become long-term unemployed but your investments stay normal, you can sell a little to cover the gap.
3. But if you can't work and your investments plummet, you may be forced to "sell low" quite a lot to cover immediate expenses, and the long-term outcome is much worse.
> investing in the same sector that you are employed-in is actually a kind of anti-diversification
You can reduce your microeconomic risks by making investments in and around your sector of occupation. Especially when betting against yourself.
For example, someone who works in the electric vehicle space could reduce their risk by making personal investments in ICE companies, just in case EV adoption is slower than expected. A person who works in a payment processor could invest in visa/mastercard, to protect from the risk of fee rises. A privacy tech investor could put money into adtech, so they can make money whoever wins.
> For example, someone who works in the electric vehicle space could reduce their risk by making personal investments in ICE companies, just in case EV adoption is slower than expected.
This works well if the EV industry slows and ICEs are poised to dominate the future. This works very very badly if the vehicle industry as a whole slows and the entire sector tanks.
It may work in the actual case: EVs are the future, but the longer term future, and the market irrationally decides a company that makes 1% of the cars is worth 50% of the industry because they greatly overestimate how fast the transition will occur and the legacy auto makers (whose stocks have underperformed due to the same bad prediction) have plenty of time to use their substantial advantages to compete.
Yeah it only works well for narrowly defined microeconomic risks.
However, in sectors like vehicles there's a relatively low risk people will stop car purchases altogether but a very very high risk they'll buy from another manufacturer instead of yours.
> You can reduce your microeconomic risks by making investments in and around your sector of occupation. Especially when betting against yourself.
Or I can just put my money in something like VTI (total US stock market) or VT (total world stock). Effectively does the same thing with almost zero effort. One thing I don't really like about the comments here is how insistent people are in doing something specific as opposed to picking the simplest thing and then sticking to it. Most of the power of investing comes from time.
Admittedly, though, I have been putting new money into a leveraged ETF, RSSB, which is a 2x leveraged 50/50 global stocks and bonds fund (so 100/100). Existing money is still in VT. The only reason why I'm pursuing this is because of Cliff Asness's great article [1], which argues against going 100% stocks (which I used to do) and instead prefers using something like leverage on a 60/40 portfolio.
1. It's normal in the tech industry to own a lot of stock in the company you work for. Investing in a vendor (in Nvidia's case) or another adjacent company is lower risk. You cannot avoid risk in investing, it's a natural part of the situation.
2. You can avoid the sell low situation by having 3-6 months of expenses saved in an emergency savings account. With all the layoffs in the last few years everyone should have gotten the message to do this. Even in a large downturn six months of expenses in a savings account is enough for you to re-skill and find new employment.
> It's normal in the tech industry to own a lot of stock in the company you work for.
For certain companies, but misleading: Most of that is stock which their employer structured into compensation, and sometimes they only kinda-maybe-potentially own it because it's an unvested RSU or un-exercised stock-option etc.
That's not the same as taking your paycheck and then choosing to spend part of it on shares from the open market.
Just because everybody is doing it, doesn’t mean it’s rational.
The people who held onto their RSUs from being hired at Zoom during the height of the pandemic might not be so happy they chose to double down on their employment risk with investor risk.
> Just because everybody is doing it, doesn’t mean it’s rational.
Also, an agenda that is rational for one party may be irrational for the other.
Many employers would be overjoyed if their workers agreed to be paid 100% in deferred-vesting RSUs and converted all their private savings into pure company stock. It would both drive the price up and shackle workers to certain company interests.
But if an employee sought the same outcome, we'd question their sanity.
> You can avoid the sell low situation by having 3-6 months of expenses saved in an emergency savings account.
Maybe. You can also just be trying to catch a falling knife. Sometimes it's sensible to cut your losses but, of course, it's often not clear when (or if) that's the case.
> You can avoid the sell low situation by having 3-6 months of expenses saved in an emergency savings account.
I see this (3-6 mos savings) constantly quoted in basic personal mgmt blog posts, but it seems unrealistic for most. Seriously, what percentage of people in OECD can do this? Surely, less than 5%. I am not sure it is great advice because it is discouragingly unrealistic for most. The average person has out of control expenses and 632 reasons why they cannot change anything. If you read any personal finance Q&A, they all eventually descend into this pattern. It gets boring. And most people who do save a lot have a much higher income than is average in their area.
Most people can without much trouble. Income follows a statistical distribution. It follows that most people could choose to live the lifestyle of someone earning 10% less than them and save 10% of their income per month, building a buffer that grows by about one month per year.
You are right in that they have 632 reasons they couldn't possibly do that, but they are clearly wrong since other people are. The correct thing to do is to realise that having a little bit of financial stability is a higher priority than those reasons in the majority of cases.
Or option B, which is figure out a way to earn more and keep lifestyle inflation in check. In theory, everyone should be able to take that path.
> And most people who do save a lot have a much higher income than is average in their area.
Cause or effect? Because if you save consistently you are going to automatically have a higher income than your more average peers. You all have the same average income but savers supplement that with passive income.
> I see this (3-6 mos savings) constantly quoted in basic personal mgmt blog posts, but it seems unrealistic for most. Seriously, what percentage of people in OECD can do this
Also worth noting that in most of the OECD, 3+ and even maybe 3 months depending on the situation is quite high, bordering on the wasteful. Americans have to worry about healthcare and crappy if present unemployment payments if they lose their jobs; in most other developed countries (of course your mileage will vary), you cannot be fired on the spot with no notice without compensation. And if you do, you don't lose your healthcare. Also, you can't be fired for being sick/unavailable to work for medical reasons, and at least some countries have medical provisions for burnout too (you get months of paid sick leave to recuperate, while your job is being kept).
Therefore, in most of the OECD (at the very least the EEA + UK + Australia and NZ), there are very few, if any, situations which can leave you with zero income with no notice. Therefore the safety cushion you need is much lower than an American that might lose their job tomorrow and then need to pay tens of thousands in medical bills.
Why is this being downvoted? There are lots of great points in this post. I never considered that most of the advice that I am reading is aimed toward US people, where the labour laws and social safety net for working people is awful, compared to the rest of OECD.
Probably because of the narrative that people are routinely fired out of the blue and that there is no recourse to also suddenly having tens of thousands of dollars in medical expenses also out of the blue.
It doesn't really matter how regularly it happens, only that it does happen and that there is zero recourse in that case. So people need to build their own safety nets in the US.
I know it happens less frequently in tech, where people get compensation, but what % of workers are in tech? The median worker has no such luck.
As discussed, there is much less of a chance that you'll suddently find yourself with no income when you live in most of the EU+UK+Aus+NZ.
And if you do, you're still less uncomfortable because your healthcare is not tied to your employer. Unemployment and other related aids/insurances/benefits will vary wildly between countries, but I'd still bet the majority do it easier than in most US states.
Possibly. As you say there's a lot of variance. I don't generally assume that you can get quality healthcare, housing, and food in Europe with no source of income outside of government programs.
And certainly many countries have lower salaries and higher unemployment that the US does in general.
> I don't generally assume that you can get quality healthcare, housing, and food in Europe with no source of income outside of government programs.
And what's the issue with government programs? If someone without employment or revenues can get healthcare or food, that's good.
> And certainly many countries have lower salaries and higher unemployment that the US does in general
Higher unemployment yes, absolutely. Lower salaries you can't really compare because you need to adjust for a lot of things (quality of life, cost of living, things like the safety cushion one needs, etc.)
Coming from a family that has a frugal culture, it’s always been easy for me to save a substantial part of my income, even when I had to downsize my lifestyle after losing a relatively high paying job. Looking at how people around me spend their money, it can feel they’re actively trying to get rid of their entire salary.
> it can feel they’re actively trying to get rid of their entire salary.
They probably are, in a literal sense. Most people play status games and identify that money is a resource that can be used to buy higher status. They then work out how to spend all their money on status-boosting activities because they don't want money. They want status. And they want it ASAP because their instincts are confident that status now is more important than later.
It is a bit sad because it means they are less comfortable and prosperous later on, but there is not much that can be done. Human nature is a real obstacle; it isn't calibrated to understand exponential returns or capital investment.
More than currently do. Rates are low in higher income countries.
We never really teach these things, which is a shame because I think they have such value over time.
I've spent a lot of time helping people with budgets and I've found a few things to be common. To make this easier I'll just say "people" as a general thing of those coming for help.
1. People don't get why they're running out of money
2. They don't know what they're spending
3. They've not connected the idea that knowing what they're spending money on is important to figuring out where their money is going
This isn't a slight, it's just interesting to see that this connection has never really been made. Money is treated as an emotional thing rather than a mathematical thing.
And this is those who get to the point of seeking help - they're actively asking for help and have never tried just tracking their spending. It's an entirely new concept.
The next big thing is that people talk about unexpected costs coming up and have never stepped back to look at the issue more broadly.
Some find birthdays an "unexpected cost" but they're not actually a surprise if you are able to look ahead more.
More unexpected are repairs and replacements. But stepping back although your tires were a surprise this year and your brakes a surprise last year, the idea that something would need dealing with on your car isn't.
The 3-6 mo savings is really a goal before suggesting moving on to riskier investments rather than "oh just have this". One day of spending is better than none. A week is better, a month better and 3-6 is better still. Beyond that the benefit drops massively, so you can start putting away money for much further in the future.
It's boring but that's imo because there's not much to basic personal finance.
If you spend more than you earn you are screwed.
If you earn more than you spend, you can build up savings.
If you are right on the line, you're either statistically shocking or your spending should move one way or the other.
It's unrealistic for people who have no money to invest.
But the top 5% in the US make 300k+. If you can't save anything making 300k you have a spending problem. Honestly I'd you're making 100k can can't save you have a spending problem.
It is interesting that you cofounded two points from my point to assume that I meant the top 5% of earners in the US. No, I have see personal finance Q&A from all income levels where people have out of control spending. I think this is the norm in the US.
It may be unrealistic for many people, but it should not be unrealistic for the subset of people who have available funds to invest in the stock market, which is who the GP's advice is for. Putting money into stocks before you have an emergency fund is bad prioritisation.
Worth noting that they're not saying you don't need that kind of value on assets available to you. They are simply advocating for keeping that money invested rather than as cash and they have access to immediate fairly large loans (via credit cards and something about their mortgage).
> It's normal in the tech industry to own a lot of stock in the company you work for.
It's actually not. The tech industry is much bigger than startups and the like, and outside of that environment it's not normal to own a lot of stock in your employer.
I would have said it's larger tech companies where it's fairly common to own (some) stock that's actually worth something. (So maybe not a lot in the scheme of things.)
So you've been invested in NVDA for 15 years? Because that's how long AMD's been trying unsuccessfully to crack CUDA's secret (OpenCL was initially released in 2009 when it was already clear that nobody wanted to use AMD cards for HPC).
Or how about 5-10 years, when it was clear that everyone was using Nvidia for crypto-related purposes? Heck, even start-of-pandemic when high-end graphics cards were nigh impossible to buy without a 3x markup? (A cool 1500% ROI to date)
This is the sort of thing that's obvious to everyone in hindsight, but it's not always clear in the moment, nor is it clear when the stock has peaked (how many people sold in Nov 2021 as the GPU shortage was starting to ease?).
If you bought NVDA on Jan 1 2006 and held it for 10 years, then you'd have about +100% ROI, or about 7% per year. Not terrible (S&P 500 was closer to +50% ROI over that timeframe), but not amazing (compare this to GOOGL which had a +250% ROI, or AMZN which grew 10x over the same timeframe). Amazon was also an obvious winner in that timeframe due to AWS, right? What about Google / Alphabet? What was unique about its circumstances that warranted it growing twice as fast as Nvidia in that timeframe? Google Plus? Android (it didn't grow 10x like Apple did)? YouTube?
It wasn't clear then that NVDA would have been the winner that it is today, and it's similarly not clear today if NVDA has another 10x gains ahead of it, or if it's already peaked. Or, for that matter, what the next big tech winner will be. (I bet it already exists. It might even already be publicly traded.)
edit: also, if I had perfect predictive knowledge of the financial markets, I'd have put $1000 on BTC back in 2011 when it was about $2 a pop, and sold at any of the recent peaks for $3+ million. There is literally no technical justification for those returns other than market speculation.
They mentioned the timeframe as 2006-2016. I think they were purposely omitting the recent gains to highlight their point about the unexpectedness of NVDA's stock jump.
Exactly. NVDA wasn't clearly a winner until the past 2 years or so. From Jan 1 2016 to Jan 1 2020, it grew by 8x -- certainly impressive (70% year-over-year growth). From there until the ChatGPT announcement in Nov 2022, it maybe doubled once more (peaked from the crypto-induced GPU shortage, then was falling). But from there on out, in the course of 20 months, it's skyrocketed 8x (an absurd 250% year-over-year growth).
So sure, if you correctly guessed that ChatGPT was going to spur a ton of interest in Nvidia hardware, then you could have made lots of money in not very much time. Meanwhile, to me at the time, this seemed like an incremental release on top of OpenAI's prior GPT models, none of which were earth-shattering paradigm shifts. I certainly did not anticipate the surge of all these AI startups that wanted to build on top of it, or the industry shift to try to use GenAI to solve all of the world's problems.
--
If I got the math wrong anywhere, it was the magnitude of investing that $1k in BTC back in 2011 -- I'd have $30-35 million to my name, minus taxes for long term capital gains. Even then, it wouldn't have been clear to me at what point I should sell -- mid 2017, when that investment would have grown to $1 million? After it peaked in December 2017 at $20k, it lost 80% of its value -- what reason would I have to expect that it'd grow to more than 3x its previous peak, just a couple years later?
The bet I described was that GPUs would be more and more relevant in modern computation, and that Nvidia sells the best GPUs and the best toolkit for writing general purpose code on GPUs. GPT is just the latest on a large chain of applications.
> Sometimes you can see a company is positioning itself for a great long term position before the entire wallstreet herd takes notice.
Well, the investment landscape is littered with the rotting husks of companies with great products. Wonderful, amazing products. They had incompetent management. Or the market for their amazing product never took off. Or there was a general downturn in the economy and they couldn't get cash when they needed it.
If the company has demonstrated itself a good investment, you can rest assured the wolves of Wall Street have already picked the carcass clean before you as a retail investor even get a whiff. They run analyses on factors you don't even know about to make their picks, and they do it in large number like you're never likely to see.
Even if you make the right picks, it's often the wrong pick. Consider if you had invested in Oxycodone a few years ago. It was a great product, brought simple, accessible, effective pain relief to the masses. Prescriptions were flying off the shelves like no other drug before it that wasn't a statin. I'm sure a handful of retail investors are smugly crying "inb4" but most of them are left holding the bag on that one. Hindsight investing is mostly a bitter strategy.
This sounds a lot like hindsight bias. Nvidia is a great company but they lucked out on two unpredictable hypes, crypto and AI, that happened in close sequence to each other.
We tend to underestimate the fortune component of success when we succeed. And other aspects, like ruthlessness. Also, having a self satisfaction in the wise (but cautious, or even silent) past forecasting of success for those that coincidentally succeeded eventually (forgetting the others we were wrong about).
We seen good and promising products targetting growing markets fail while competing half crap craps sell wild with the broad public and win, go large.
Without predicting the future of the AI cycle, the crypto bubble basically burst and the high end gamer market is a pimple on a pimple. And, certainly, the fact that the AI hype came along when it did was hardly ordained--though the availability of GPU hardware had something to do with it.
Nvidia's recent success was in no way pre-ordained to anyone who had two brain cells to rub against each other as various people here seem to think.
An extended family member is a software engineer who has worked in wireless networking for decades and decades, including being personally involved in the development of key parts of 5g.
In the 00s there was some company that had great tech. Surely useful for the future. He put a shitload of money in there. On each paycheck he put in more and more. But although the company had great tech, it didn't end up being the market winner for whatever reason. As the stock dropped and dropped he bought more and more. After all, it was the best tech.
He lost a fortune.
It is probably easy to look back and say "well, I knew that CUDA was easier to use than OpenMPI ages ago, it was obvious that nvidia would blow up."
Of course. But it is still relevant when discussing why one should not discount the knowledge you have by being deep in an industry.
Yes, he would have lost less money if he hadn't gone so deep here. But he still would have lost his investment had he put 5% in or whatever. The point is that even deep knowledge about an industry isn't going to ensure winning picks.
I clearly said "up to 5%". If I lose 5% of my stock portfolio on a single stock in a year, but the rest of my portfolio goes up the expected annual return of 8%, I still made money that year.
1000% but when it is the right time (per fundamental analysis). For example around the subprime crisis companies such as Microsoft had a low PE ratio and the average person thought that Microsoft was a loser vs. Apple and Google. Microsoft has a resilience track record that would be the envy of most companies and .NET was a real thing.
I also remember other companies such as Globant that has a lower PE price vs. similar companies after their IPO. It is incredible that some investors try to build very complex models instead of waiting for the right opportunity.
Not against speculation but you should know when you are doing it or fundamental investing.
I might argue that financial analysts are too focused on their models and this quarter's numbers but most of the better ones are actually pretty savvy about the trends and other happenings in the industry that they follow. They're as susceptible to the hype du jour as most people are but they're not actually stupid for the most part.
Yes, but remember there are multiple layers to that. I have worked as a buy side analyst in a small team (in my former career) and did much less detailed modelling.
There is an incentive structure that pushes fund managers to look at their rankings this year: there is no point in aiming at outperforming over a decade if you got fired two years in for underperforming. It has happened to people who have not bought into booms.
I actually think avoiding the "hype de jour" is one place where small investors have a chance to do well. Avoid the overhyped, pick up the neglected and you can outperform.
No argument. Incentives matter. There's one company I looked at for a modest investment and I was like "This is the only company in the world that can do something that is obviously needed in semiconductors but has long cycles" and it stagnated for a year or two. (And then went up considerably.)
As a financial analyst I might very well have logically held off for a bit.
>The higher quality of the CUDA toolkit compared to other SIMD languages, combined with it's increasing relevance in compute (gaming, followed by blockchain, followed by ML, followed by GPT) would have made this an NVDA an easy pick for anyone (of the increasing number of people) that worked in parallel computing from 2006-2023.
Hindsight is 20/20. I highly doubt people in parallel computing, unless they already worked at Nvidia, have done better than anyone else with their portfolios. Other than the standard delta you'd assume since those people are probably savvier investors in general.
Every share of an S&P 500 index fund you hold is already 6-7% NVDA, so a lot of investors already have substantial bets on some of these "race horses".
Whenever I kick myself a little about not owning any/enough of the "race horses" I content myself that there's probably a lot scattered around my portfolio. So you missed out a bit but your index funds actually benefited.
Yeah, if you have an itch to individually invest, set a budget and play without doing anything too stupid. I've actually done pretty well with that approach especially when I've avoided capital gain with a charitable trust with a few relative home runs I have hit.
It’s not just a matter of skill but of time. Value investing a la Warren Buffet works extremely well, but choosing a single stock with the deep research required for that method is so much work it is a full time job. It’s not worth it unless it is in fact your full time job.
This is great advice. You follow the best rule of thumb for individuals, ETF w/ dca and set it and forget it, but allow a bit of fun to scratch the itch.
I do something similar but honestly allow too much to go towards the latter. I need to pair back. I am thankful and lucky that my returns have been similar to index funds and not far below (thanks NVDA and NET)
> As a retail investor, it's good to remind myself that if I actually had the skills to invest professionally, someone would probably be paying me to do it for them.
The majority of supposed "experts" are not beating the market. Its probable that the only difference between them and you is the belief/confidence in their skillset.
I like this approach too. My primary investments in index funds continue to grow and I get just enough of a dopamine hit from smaller bets on Nvidia and Crypto that I don't get crushed by fomo and end up betting my mortgage on some far otm call options or some shitcoin.
> NVDA cracked 300% cost basis when I finally sold, which is wild.
It's not if you consider the volatility of the stock. It appreciated x10 in less than 2 years and 20-30 times since the pandemic. Volatile stocks have high returns because they have high risks for losses.
This is totally reasonable and I support it. When (usually young) people are bored with my advice about index funds, I tell them that it ok to "gamble" with a tiny fraction of their portfolio, but be prepared to lose what you bet!
I also think that if you look at the regulatory environment in the last 20 years and the lack of monopoly oversight from the SEC and FTC, you can just ride the regulatory capture. I can't see anything beating S&P500 + N100 over any 5 year period unless new laws are passed.
Whenever I'm tempted to buy individual high performing tickers (e.g. NVDA, TSLA, AMD), I restrict the purchase to no more than 2% of my portfolio and I only allow myself to bet on 2-3 "race horses" at a time. I think this fulfills the desire to gamble a little and see 100-200% YoY returns. NVDA cracked 300% cost basis when I finally sold, which is wild.
The reason I can do this is because the rest of my portfolio is a boring mix of low-fee ETFs that track major US and international indices. As a retail investor, it's good to remind myself that if I actually had the skills to invest professionally, someone would probably be paying me to do it for them.