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Quality Investing with Aria
You buy your girl hermes, I buy her this. We’re not the same 😮💨
$NVDA https://t.co/Kdw4lTBSfW
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You buy your girl hermes, I buy her this. We’re not the same 😮💨
$NVDA https://t.co/Kdw4lTBSfW
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Bourbon Capital
Oversold stocks:
Hims & Hers Health, Inc. $HIMS
Occidental Petroleum Corporation $OXY
Lululemon Athletica Inc. $LULU
Ulta Beauty, Inc. $ULTA
e.l.f. Beauty, Inc. $ELF
Celsius Holdings, Inc. $CELH
Monster Beverage Corporation $MNST
PDD Holdings Inc. $PDD
The Estée Lauder Companies $EL
Dollar Tree, Inc. $DLTR
CrowdStrike Holdings, Inc. $CRWD
BP plc $BP
Louis Vuitton $LVMH
Nestlé S.A. $NSRGY
Edwards Lifesciences Corporation $EW
DexCom, Inc. $DXCM
Almost there:
ASML Holding N.V. $ASML
Alphabet Inc. $GOOG
Old Dominion Freight Line, Inc. $ODFL
I'm not gonna buy anything yet, its too early
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Oversold stocks:
Hims & Hers Health, Inc. $HIMS
Occidental Petroleum Corporation $OXY
Lululemon Athletica Inc. $LULU
Ulta Beauty, Inc. $ULTA
e.l.f. Beauty, Inc. $ELF
Celsius Holdings, Inc. $CELH
Monster Beverage Corporation $MNST
PDD Holdings Inc. $PDD
The Estée Lauder Companies $EL
Dollar Tree, Inc. $DLTR
CrowdStrike Holdings, Inc. $CRWD
BP plc $BP
Louis Vuitton $LVMH
Nestlé S.A. $NSRGY
Edwards Lifesciences Corporation $EW
DexCom, Inc. $DXCM
Almost there:
ASML Holding N.V. $ASML
Alphabet Inc. $GOOG
Old Dominion Freight Line, Inc. $ODFL
I'm not gonna buy anything yet, its too early
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Bourbon Capital
Big lots $BIG is going to report earnings tomorrow
Revenue: $1.04B
EPS: -3.46
The stock is +23% after-hours
I love insider information https://t.co/nZEF2R1ODg
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Big lots $BIG is going to report earnings tomorrow
Revenue: $1.04B
EPS: -3.46
The stock is +23% after-hours
I love insider information https://t.co/nZEF2R1ODg
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Offshore
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Bourbon Capital
lululemon athletica Inc $LULU insider bought 4k shares for $1 million
Price reported: $260
Thanks for that i thought I was alone holding $LULU https://t.co/VEB8CjnvKO
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lululemon athletica Inc $LULU insider bought 4k shares for $1 million
Price reported: $260
Thanks for that i thought I was alone holding $LULU https://t.co/VEB8CjnvKO
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Offshore
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Aswath Damodaran (Youtube)
The Power of Expectations: Nvidia's Earnings Report and Market Reaction
On August 28, 2024, Nvidia reported its second quarter earnings, and on the face of it, the numbers were dazzling. Revenues were up 122% from the same quarter the previous year, gross margins exceeded 75% and operating margins were 60%+, and the numbers exceeded analyst expectations. The stock price dropped 8% in the aftermath, and has continued to decline, wiping out more than $400 billion in market cap in the week since. I use this session to look are earnings releases, in general, exploring the expectations game, and Nvidia's in particular. I also look at the information that earnings reports contain for traders (about mood and momentum) and for investors (about growth, profitability and risk). I close by revisiting my Nvidia story, in light of the report, and revaluing the company.
Slides: https://pages.stern.nyu.edu/~adamodar/pdfiles/blog/Nvidia2024.pdf
Blog post:
Nvidia quarterly earnings: https://d18rn0p25nwr6d.cloudfront.net/CIK-0001045810/78501ce3-7816-4c4d-8688-53dd140df456.pdf
Valuation of Nvidia: https://pages.stern.nyu.edu/~adamodar/pc/blog/Nvidia2024.xlsx
The Power of Expectations: Nvidia's Earnings Report and Market Reaction
On August 28, 2024, Nvidia reported its second quarter earnings, and on the face of it, the numbers were dazzling. Revenues were up 122% from the same quarter the previous year, gross margins exceeded 75% and operating margins were 60%+, and the numbers exceeded analyst expectations. The stock price dropped 8% in the aftermath, and has continued to decline, wiping out more than $400 billion in market cap in the week since. I use this session to look are earnings releases, in general, exploring the expectations game, and Nvidia's in particular. I also look at the information that earnings reports contain for traders (about mood and momentum) and for investors (about growth, profitability and risk). I close by revisiting my Nvidia story, in light of the report, and revaluing the company.
Slides: https://pages.stern.nyu.edu/~adamodar/pdfiles/blog/Nvidia2024.pdf
Blog post:
Nvidia quarterly earnings: https://d18rn0p25nwr6d.cloudfront.net/CIK-0001045810/78501ce3-7816-4c4d-8688-53dd140df456.pdf
Valuation of Nvidia: https://pages.stern.nyu.edu/~adamodar/pc/blog/Nvidia2024.xlsx
Offshore
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Quality Investing with Aria
Don’t know why I haven’t listened to this book until now.
Even if you’ve listened to the podcasts of Goggins. The book is 10x more detail and a 100x better than any podcast
Crazy human being 🤯 https://t.co/ADIGelafwH
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Don’t know why I haven’t listened to this book until now.
Even if you’ve listened to the podcasts of Goggins. The book is 10x more detail and a 100x better than any podcast
Crazy human being 🤯 https://t.co/ADIGelafwH
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Offshore
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Musings on Markets
The Power of Expectations: Nvidia's Earnings Report and Market Reaction!
Last Wednesday (August 28), the market waited with bated breath for Nvidia’s earning call, scheduled for after the market closed. That call, at first sight, contained exceptionally good news, with revenues and earnings coming in at stratospheric levels, and above expectations, but the stock fell in the aftermath, down 8% in Thursday’s trading. That drop of more than $200 billion in market capitalization in response to what looked like good news, at least on the surface, puzzled market observers, though, as is their wont, they had found a reason by day end. This dance between companies and investors, playing out in expected and actual earnings, is a feature of every earnings season, especially so in the United States, and it has always fascinated me. In this post, I will use the Nvidia earnings release to examine what news, if any, is contained in earnings reports, and how traders and investors use that news to reframe their thinking about stocks.
Earnings Reports: The Components
When I was first exposed to financial markets in a classroom, I was taught about information being delivered to markets, where that information is processed and converted into prices. I was fascinated by the process, an interplay of accounting, finance and psychology, and it was the subject of my doctoral thesis, on how distortions in information delivery (delays, lies, mistakes) affects stock returns. In the real world, that fascination has led me to pay attention to earnings reports, which while overplayed, remain the primary mechanism for companies to convey information about their performance and prospects to markets.
The Timing
Publicly traded companies have had disclosure requirements for much of their existence, but those requirements have become formalized and more extensive over time, partly in response to investor demands for more information and partly to even the playing field between institutional and individual investors. In the aftermath of the great depression, the Securities Exchange Commission was created as part of the Securities Exchange Act, in 1934, and that act also required any company issuing securities under that act, i.e., all publicly traded firms, make annual filings (10Ks) and quarterly filings (10Qs), that would be accessible to investors.
The act also specifies that these filings be made in a timely manner, with a 1946 stipulation the annual filings being made within 90 days of the fiscal year-end, and the quarterly reports within 45 calendar days of the quarter-end. With technology speeding up the filing process, a 2002 rule changed those requirements to 60 days, for annual reports, and 40 days for quarterly reports, for companies with market capitalizations exceeding $700 million. While there are some companies that test out these limits, most companies file well within these deadlines, often within a couple of weeks of the year or quarter ending, and many of them file their reports on about the same date every year.
If you couple the timing regularity in company filings with the fact that almost 65% of listed companies have fiscal years that coincide with calendar years, it should come as no surprise that earnings reports tend to get bunched up at certain times of the year (mid-January, mid-April, mid-July and mid-October), creating “earnings seasons”. That said, there are quite a few companies, many of them high-profile, that preserve quirky fiscal years, and since Nvidia’s earnings report triggered this post, it is worth noting that Nvidia has a fiscal year that ends on January 31 of each year, with quarters ending on April 30, July 31 and October 31. In fact, the Nvidia earnings report on August 28 covered the second quarter of this fiscal year (which is Nvidia's 2025 fiscal year).
[...]
The Power of Expectations: Nvidia's Earnings Report and Market Reaction!
Last Wednesday (August 28), the market waited with bated breath for Nvidia’s earning call, scheduled for after the market closed. That call, at first sight, contained exceptionally good news, with revenues and earnings coming in at stratospheric levels, and above expectations, but the stock fell in the aftermath, down 8% in Thursday’s trading. That drop of more than $200 billion in market capitalization in response to what looked like good news, at least on the surface, puzzled market observers, though, as is their wont, they had found a reason by day end. This dance between companies and investors, playing out in expected and actual earnings, is a feature of every earnings season, especially so in the United States, and it has always fascinated me. In this post, I will use the Nvidia earnings release to examine what news, if any, is contained in earnings reports, and how traders and investors use that news to reframe their thinking about stocks.
Earnings Reports: The Components
When I was first exposed to financial markets in a classroom, I was taught about information being delivered to markets, where that information is processed and converted into prices. I was fascinated by the process, an interplay of accounting, finance and psychology, and it was the subject of my doctoral thesis, on how distortions in information delivery (delays, lies, mistakes) affects stock returns. In the real world, that fascination has led me to pay attention to earnings reports, which while overplayed, remain the primary mechanism for companies to convey information about their performance and prospects to markets.
The Timing
Publicly traded companies have had disclosure requirements for much of their existence, but those requirements have become formalized and more extensive over time, partly in response to investor demands for more information and partly to even the playing field between institutional and individual investors. In the aftermath of the great depression, the Securities Exchange Commission was created as part of the Securities Exchange Act, in 1934, and that act also required any company issuing securities under that act, i.e., all publicly traded firms, make annual filings (10Ks) and quarterly filings (10Qs), that would be accessible to investors.
The act also specifies that these filings be made in a timely manner, with a 1946 stipulation the annual filings being made within 90 days of the fiscal year-end, and the quarterly reports within 45 calendar days of the quarter-end. With technology speeding up the filing process, a 2002 rule changed those requirements to 60 days, for annual reports, and 40 days for quarterly reports, for companies with market capitalizations exceeding $700 million. While there are some companies that test out these limits, most companies file well within these deadlines, often within a couple of weeks of the year or quarter ending, and many of them file their reports on about the same date every year.
If you couple the timing regularity in company filings with the fact that almost 65% of listed companies have fiscal years that coincide with calendar years, it should come as no surprise that earnings reports tend to get bunched up at certain times of the year (mid-January, mid-April, mid-July and mid-October), creating “earnings seasons”. That said, there are quite a few companies, many of them high-profile, that preserve quirky fiscal years, and since Nvidia’s earnings report triggered this post, it is worth noting that Nvidia has a fiscal year that ends on January 31 of each year, with quarters ending on April 30, July 31 and October 31. In fact, the Nvidia earnings report on August 28 covered the second quarter of this fiscal year (which is Nvidia's 2025 fiscal year).
[...]
Offshore
Musings on Markets The Power of Expectations: Nvidia's Earnings Report and Market Reaction! Last Wednesday (August 28), the market waited with bated breath for Nvidia’s earning call, scheduled for after the market closed. That call, at first sight, contained…
The Expectations Game
While corporate earnings reports are delivered once a quarter, the work of anticipating what you expect these reports to contain, especially in terms of earnings per share, starts almost immediately after the previous earnings report is delivered. In fact, a significant portion of sell side equity research is dedicated to this activity, with revisions made to the expected earnings, as you get closer and closer to the next earnings report. In making their earnings judgments and revisions, analysts draw on many sources, including:
1.
The company’s history/news: With the standard caveat that the past does not guarantee future results, analysts consider a company’s historical trend lines in forecasting revenues and earnings. This can be augmented with other information that is released by the company during the course of the quarter.
2.
Peer group reporting: To the extent that the company’s peer group is affected by common factors, it is natural to consider the positive or negative the operating results from other companies in the group, that may have reported earnings ahead of your company.
3.
Other analysts’ estimates: Much as analysts claim to be independent thinkers, it is human nature to be affected by what others in the group are doing. Thus, an upward revision in earnings by one analyst, especially an influential one, can lead to revisions upwards on the part of other analysts.
4.
Macro news: While macroeconomic news (about the economy, inflation or currency exchange rates) cuts across the market, in terms of impact, some companies are more exposed to macroeconomic factors than others, and analysts will have to revisit earnings estimates in light of new information.
The earnings expectations for individual companies, from sell side equity research analysts are publicly accessible, giving us a window on trend lines.
Nvidia is one of the most widely followed companies in the world, and most of the seventy plus analysts who publicly follow the firm play the estimation game, leading into the earnings reports. Ahead of the most recent second quarter earnings report, the analyst consensus was that the company would report revenues of $28.42 billion for the quarter, and fully diluted earnings per share of 64 cents; in the 30 days leading into the report, the earnings estimates had drifted up mildly (about 0.1%), with the delay in the Blackwell (NVidia’s new AI chip) talked about but not expected to affect revenue growth near term. It is worth noting that not all analysts tracking the stock forecast every metric, and that there was disagreement among them, which is also captured in the range on the estimates; on earnings per share, for instance, the estimates ranged from 60 to 68 cents, and on revenues, from $26 to $30 billion.
The pre-game show is not restricted to analysts and investors, and markets partake in the expectations game in two ways.
*
Stock prices adjust up or down, as earnings expectations are revised upwards or downwards, in the weeks leading up to the earnings report. Nvidia, which traded at $104 on May 23rd, right after the company reported its results for the first quarter of 2024, had its ups and down during the quarter, hitting an all-time high of $135.58 on June 18, 2024, and a low of $92.06, on August 5, before ending at $125.61 on August 28, just ahead of the earnings report:
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0bb4afe-2a3b-4080-9fac-6ee50ae800c5_968x697.heic
<svg<polyline<polyline<line<line
During that period, the company also split its shares, ten to one, on June 10, a week ahead of reaching its highs.
*
Stock volatility[...]
While corporate earnings reports are delivered once a quarter, the work of anticipating what you expect these reports to contain, especially in terms of earnings per share, starts almost immediately after the previous earnings report is delivered. In fact, a significant portion of sell side equity research is dedicated to this activity, with revisions made to the expected earnings, as you get closer and closer to the next earnings report. In making their earnings judgments and revisions, analysts draw on many sources, including:
1.
The company’s history/news: With the standard caveat that the past does not guarantee future results, analysts consider a company’s historical trend lines in forecasting revenues and earnings. This can be augmented with other information that is released by the company during the course of the quarter.
2.
Peer group reporting: To the extent that the company’s peer group is affected by common factors, it is natural to consider the positive or negative the operating results from other companies in the group, that may have reported earnings ahead of your company.
3.
Other analysts’ estimates: Much as analysts claim to be independent thinkers, it is human nature to be affected by what others in the group are doing. Thus, an upward revision in earnings by one analyst, especially an influential one, can lead to revisions upwards on the part of other analysts.
4.
Macro news: While macroeconomic news (about the economy, inflation or currency exchange rates) cuts across the market, in terms of impact, some companies are more exposed to macroeconomic factors than others, and analysts will have to revisit earnings estimates in light of new information.
The earnings expectations for individual companies, from sell side equity research analysts are publicly accessible, giving us a window on trend lines.
Nvidia is one of the most widely followed companies in the world, and most of the seventy plus analysts who publicly follow the firm play the estimation game, leading into the earnings reports. Ahead of the most recent second quarter earnings report, the analyst consensus was that the company would report revenues of $28.42 billion for the quarter, and fully diluted earnings per share of 64 cents; in the 30 days leading into the report, the earnings estimates had drifted up mildly (about 0.1%), with the delay in the Blackwell (NVidia’s new AI chip) talked about but not expected to affect revenue growth near term. It is worth noting that not all analysts tracking the stock forecast every metric, and that there was disagreement among them, which is also captured in the range on the estimates; on earnings per share, for instance, the estimates ranged from 60 to 68 cents, and on revenues, from $26 to $30 billion.
The pre-game show is not restricted to analysts and investors, and markets partake in the expectations game in two ways.
*
Stock prices adjust up or down, as earnings expectations are revised upwards or downwards, in the weeks leading up to the earnings report. Nvidia, which traded at $104 on May 23rd, right after the company reported its results for the first quarter of 2024, had its ups and down during the quarter, hitting an all-time high of $135.58 on June 18, 2024, and a low of $92.06, on August 5, before ending at $125.61 on August 28, just ahead of the earnings report:
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0bb4afe-2a3b-4080-9fac-6ee50ae800c5_968x697.heic
<svg<polyline<polyline<line<line
During that period, the company also split its shares, ten to one, on June 10, a week ahead of reaching its highs.
*
Stock volatility[...]
Offshore
The Expectations Game While corporate earnings reports are delivered once a quarter, the work of anticipating what you expect these reports to contain, especially in terms of earnings per share, starts almost immediately after the previous earnings report…
can also changes, depending upon disagreements among analysts about expected earnings, and the expected market reaction to earnings surprises. That effect is visible not only in observed stock price volatility, but also in the options market, as implied volatility. For Nvidia, there was clearly much more disagreement among investors about the contents of the second quarter earnings report, with implied volatility spiking in the weeks ahead of the report:
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb61f678d-e5eb-4f6e-9264-6813a6f6781f_986x404.heic
<svg<polyline<polyline<line<line
Source; Fintel
While volatility tends to increase just ahead of earnings reports, the surge in volatility ahead of the second quarter earnings for Nvidia was unusually large, a reflection of the disagreement among investors about how the earnings report would play out in the market. Put simply, even before Nvidia reported earnings on August 28, markets were indicating more unease about both the contents of the report and the market reaction to the report, than they were with prior earnings releases.
The Event
Given the lead-in to earnings reports, what exactly do they contain as news? The SEC strictures that companies disclose both annual and quarterly results have been buffered by accounting requirements on what those disclosures should contain. In the United States, at least, quarterly reports contain almost all of the relevant information that is included in annual reports, and both have suffered from the disclosure bloat that I called attention to in my post on disclosure diarrhea. Nvidia’s second quarter earnings report, weighing in at 80 pages, was shorter than its annual report, which ran 96 pages, and both are less bloated than the filings of other large market-cap companies.
The centerpieces of the earnings report, not surprisingly, are the financial statements, as operating numbers are compared to expectations, and Nvidia’s second quarter numbers, at least at first sight, are dazzling:
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fafd44970-08c6-4e6f-982d-8179bd152a7d_753x505.heic
<svg<polyline<polyline<line<line
The company’s astonishing run of the last few years continues, as its revenues, powered by AI chip sales, more than doubled over the same quarter last year, and profit margins came in at stratospheric levels. The problem, though, is that the company's performance over the last three quarters, in particular, have created expectations that no company can meet. While it is just one quarter, there are clear signs of more slowing to come, as scaling will continue to push revenue growth down, the unit economics will be pressured as chip manufacturers (TSMC) push for a larger slice and operating margins will decrease, as competition increases.
Over the last two decades, companies have supplemented the financial reports with guidance on key metrics, particularly revenues, margins and earnings, in future quarters. That guidance has two objectives, with the first directed at investors, with the intent of providing information, and the second at analysts, to frame expectations for the next quarter. As a company that has played the expectations game well, [...]
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb61f678d-e5eb-4f6e-9264-6813a6f6781f_986x404.heic
<svg<polyline<polyline<line<line
Source; Fintel
While volatility tends to increase just ahead of earnings reports, the surge in volatility ahead of the second quarter earnings for Nvidia was unusually large, a reflection of the disagreement among investors about how the earnings report would play out in the market. Put simply, even before Nvidia reported earnings on August 28, markets were indicating more unease about both the contents of the report and the market reaction to the report, than they were with prior earnings releases.
The Event
Given the lead-in to earnings reports, what exactly do they contain as news? The SEC strictures that companies disclose both annual and quarterly results have been buffered by accounting requirements on what those disclosures should contain. In the United States, at least, quarterly reports contain almost all of the relevant information that is included in annual reports, and both have suffered from the disclosure bloat that I called attention to in my post on disclosure diarrhea. Nvidia’s second quarter earnings report, weighing in at 80 pages, was shorter than its annual report, which ran 96 pages, and both are less bloated than the filings of other large market-cap companies.
The centerpieces of the earnings report, not surprisingly, are the financial statements, as operating numbers are compared to expectations, and Nvidia’s second quarter numbers, at least at first sight, are dazzling:
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fafd44970-08c6-4e6f-982d-8179bd152a7d_753x505.heic
<svg<polyline<polyline<line<line
The company’s astonishing run of the last few years continues, as its revenues, powered by AI chip sales, more than doubled over the same quarter last year, and profit margins came in at stratospheric levels. The problem, though, is that the company's performance over the last three quarters, in particular, have created expectations that no company can meet. While it is just one quarter, there are clear signs of more slowing to come, as scaling will continue to push revenue growth down, the unit economics will be pressured as chip manufacturers (TSMC) push for a larger slice and operating margins will decrease, as competition increases.
Over the last two decades, companies have supplemented the financial reports with guidance on key metrics, particularly revenues, margins and earnings, in future quarters. That guidance has two objectives, with the first directed at investors, with the intent of providing information, and the second at analysts, to frame expectations for the next quarter. As a company that has played the expectations game well, [...]
Offshore
can also changes, depending upon disagreements among analysts about expected earnings, and the expected market reaction to earnings surprises. That effect is visible not only in observed stock price volatility, but also in the options market, as implied volatility.…
it should come as no surprise that Nvidia provided guidance for future quarters in its second quarter report, and here too, there were reminders that comparisons would get more challenging in future quarters, as they predicted that revenue growth rates would come back to earth, and that margins would, at best, level off or perhaps even decline.
Finally, in an overlooked news story, Nvidia announced that it would had authorized $50 billion in buybacks, over an unspecified time frame. While that cash return is not surprising for a company that has became a profit machine, it is at odds with the story that some investors were pricing into the stock of a company with almost unlimited growth opportunities in an immense new market (AI). Just as Meta and Alphabet’s dividend initiations signaled that they were approaching middle age, Nvidia’s buyback announcement may be signaling that the company is entering a new phase in the life cycle, intentionally or by accident.
The Scoring
The final piece of the earning release story, and the one that gets the most news attention, is the market reaction to the earnings reports. There is evidence in market history that earnings reports affect stock prices, with the direction of the effect depending on how actual earnings measure up to expectations. While there have been dozens of academic papers that focus on market reactions to earnings reports, their findings can be captured in a composite graph that classifies earnings reports into deciles, based upon the earnings surprise, defined as the difference between actual and predicted earnings:
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe46279b6-901e-44b4-bdb7-9c1a37ecbfc2_2060x744.heic
<svg<polyline<polyline<line<line
As you can see, positive surprises cause stock prices to increase, whereas negative surprises lead to price drops, on the announcement date, but there is drift both before and after surprises in the same direction. The former (prices drifting up before positive and down before negative surprises) is consistent with the notion that information about earnings surprises leaks to markets in the days before the report, but the latter (prices continuing to drift up after positive or down after negative surprises) indicates a slow-learning market that can perhaps be exploited to earn excess returns. Breaking down the findings on earnings reports, there seems to be evidence that the that the earnings surprise effect has moderated over time, perhaps because there are more pathways for information to get to markets.
Nvidia is not only one of the most widely followed and talked about stocks in the market, but one that has learned to play the expectations game well, insofar as it seems to find a way to beat them consistently, as can be seen in the following table, which looks at their earnings surprises over the last 5 years:
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F645a00e5-ffdb-4f64-91f4-7aae5b034a23_526x119.heic
Nvidia Earnings Surprise (%)
Barring two quarters in 2022, Nvidia has managed to beat expectations on earnings per share every quarter for the last five years. There are two interpretations of these results, and there is truth in both of them. The first is that Nvidia, as with many other technology companies, has enough discretion in both its expenditures ([...]
Finally, in an overlooked news story, Nvidia announced that it would had authorized $50 billion in buybacks, over an unspecified time frame. While that cash return is not surprising for a company that has became a profit machine, it is at odds with the story that some investors were pricing into the stock of a company with almost unlimited growth opportunities in an immense new market (AI). Just as Meta and Alphabet’s dividend initiations signaled that they were approaching middle age, Nvidia’s buyback announcement may be signaling that the company is entering a new phase in the life cycle, intentionally or by accident.
The Scoring
The final piece of the earning release story, and the one that gets the most news attention, is the market reaction to the earnings reports. There is evidence in market history that earnings reports affect stock prices, with the direction of the effect depending on how actual earnings measure up to expectations. While there have been dozens of academic papers that focus on market reactions to earnings reports, their findings can be captured in a composite graph that classifies earnings reports into deciles, based upon the earnings surprise, defined as the difference between actual and predicted earnings:
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe46279b6-901e-44b4-bdb7-9c1a37ecbfc2_2060x744.heic
<svg<polyline<polyline<line<line
As you can see, positive surprises cause stock prices to increase, whereas negative surprises lead to price drops, on the announcement date, but there is drift both before and after surprises in the same direction. The former (prices drifting up before positive and down before negative surprises) is consistent with the notion that information about earnings surprises leaks to markets in the days before the report, but the latter (prices continuing to drift up after positive or down after negative surprises) indicates a slow-learning market that can perhaps be exploited to earn excess returns. Breaking down the findings on earnings reports, there seems to be evidence that the that the earnings surprise effect has moderated over time, perhaps because there are more pathways for information to get to markets.
Nvidia is not only one of the most widely followed and talked about stocks in the market, but one that has learned to play the expectations game well, insofar as it seems to find a way to beat them consistently, as can be seen in the following table, which looks at their earnings surprises over the last 5 years:
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Nvidia Earnings Surprise (%)
Barring two quarters in 2022, Nvidia has managed to beat expectations on earnings per share every quarter for the last five years. There are two interpretations of these results, and there is truth in both of them. The first is that Nvidia, as with many other technology companies, has enough discretion in both its expenditures ([...]
Offshore
it should come as no surprise that Nvidia provided guidance for future quarters in its second quarter report, and here too, there were reminders that comparisons would get more challenging in future quarters, as they predicted that revenue growth rates would…
especially in R&D) and in its revenue recognition, that it can use it to beat what analysts expect. The second is that the speed with which the demand for AI chips has grown has surprised everyone in the space (company, analysts, investors) and that the results reflect the undershooting on forecasts.
Focusing specifically on the 2025 second quarter, Nvidia beat analyst expectations, delivering earnings per share of 68 cents (above the 64 cents forecast) and revenues of $30 billion (again higher than the $28.4 billion forecast), but the percentage by which it beat expectations was smaller than in the most recent quarters. That may sound like nitpicking, but the expectations game is an insidious one, where investors move the goal posts constantly, and more so, if you have been successful in the past. On August 28, after the earnings report, Nvidia saw share prices drop by 8% and not only did that loss persist through the next trading day, the stock has continued to lose ground, and was trading at $106 at the start of trading on September 6, 2028.
Earnings Reports: Reading the Tea Leaves
So what do you learn from earnings reports that may cause you to reassess what a stock is worth? The answer will depend upon whether you consider yourself more of a trader or primarily an investor. If that distinction is lost on you, I will start this section by drawing the contrast between the two approaches, and what each approach is looking for in an earnings report.
Value versus Price
At the risk of revisiting a theme that I have used many times before, there are key differences in philosophy and approach between valuing an asset and pricing it.
*
The value of an asset is determined by its fundamentals – cash flows, growth and risk, and we attempt to estimate that value by bringing in these fundamentals into a construct like discounted cash flow valuation or a DCF. Looking past the modeling and the numbers, though, the value of a business ultimately comes from the story you tell about that business, and how that story plays out in the valuation inputs.
*
The price of an asset is set by demand and supply, and while fundamentals play a role, five decades of behavioral finance has also taught us that momentum and mood have a much greater effect in pricing, and that the most effective approach to pricing an asset is to find out what others are paying for similar assets. Thus, determining how much to pay for a stock by using a PE ratio derived from looking its peer group is pricing the stock, not valuing it.
The difference between investing and trading stems from this distinction between value and price. Investing is about valuing an asset, buying it at a price less than value and hoping that the gap will close, whereas trading is almost entirely a pricing game, buying at a low price and selling at a higher one, taking advantage of momentum or mood shifts. Given the very different perspectives the two groups bring to markets, it should come as no surprise that what traders look for in an earnings report is very different from what investors see in that same earnings report.
Earnings Reports: The Trading Read
If prices are driven by mood and momentum, it should come as no surprise that what traders are looking for in an earnings report are clues about how whether the prevailing mood and momentum will prevail or shift. It follows that traders tend to focus on the earnings per share surprises, since its centrality to the report makes it more likely to be a momentum-driver. In addition, traders are also swayed more by the theater around how earnings news gets delivered, as evidenced, for instance, by the negative reaction to a recent earnings report from Tesla, where Elon Musk sounded downbeat, during the earnings call. Finally, there is a significant feedback loop, in pricing, where the initial reaction to an earnings report, either online or in the after market, can affect subsequent reaction. As a trader, you may learn more about how an earnings report will play o[...]
Focusing specifically on the 2025 second quarter, Nvidia beat analyst expectations, delivering earnings per share of 68 cents (above the 64 cents forecast) and revenues of $30 billion (again higher than the $28.4 billion forecast), but the percentage by which it beat expectations was smaller than in the most recent quarters. That may sound like nitpicking, but the expectations game is an insidious one, where investors move the goal posts constantly, and more so, if you have been successful in the past. On August 28, after the earnings report, Nvidia saw share prices drop by 8% and not only did that loss persist through the next trading day, the stock has continued to lose ground, and was trading at $106 at the start of trading on September 6, 2028.
Earnings Reports: Reading the Tea Leaves
So what do you learn from earnings reports that may cause you to reassess what a stock is worth? The answer will depend upon whether you consider yourself more of a trader or primarily an investor. If that distinction is lost on you, I will start this section by drawing the contrast between the two approaches, and what each approach is looking for in an earnings report.
Value versus Price
At the risk of revisiting a theme that I have used many times before, there are key differences in philosophy and approach between valuing an asset and pricing it.
*
The value of an asset is determined by its fundamentals – cash flows, growth and risk, and we attempt to estimate that value by bringing in these fundamentals into a construct like discounted cash flow valuation or a DCF. Looking past the modeling and the numbers, though, the value of a business ultimately comes from the story you tell about that business, and how that story plays out in the valuation inputs.
*
The price of an asset is set by demand and supply, and while fundamentals play a role, five decades of behavioral finance has also taught us that momentum and mood have a much greater effect in pricing, and that the most effective approach to pricing an asset is to find out what others are paying for similar assets. Thus, determining how much to pay for a stock by using a PE ratio derived from looking its peer group is pricing the stock, not valuing it.
The difference between investing and trading stems from this distinction between value and price. Investing is about valuing an asset, buying it at a price less than value and hoping that the gap will close, whereas trading is almost entirely a pricing game, buying at a low price and selling at a higher one, taking advantage of momentum or mood shifts. Given the very different perspectives the two groups bring to markets, it should come as no surprise that what traders look for in an earnings report is very different from what investors see in that same earnings report.
Earnings Reports: The Trading Read
If prices are driven by mood and momentum, it should come as no surprise that what traders are looking for in an earnings report are clues about how whether the prevailing mood and momentum will prevail or shift. It follows that traders tend to focus on the earnings per share surprises, since its centrality to the report makes it more likely to be a momentum-driver. In addition, traders are also swayed more by the theater around how earnings news gets delivered, as evidenced, for instance, by the negative reaction to a recent earnings report from Tesla, where Elon Musk sounded downbeat, during the earnings call. Finally, there is a significant feedback loop, in pricing, where the initial reaction to an earnings report, either online or in the after market, can affect subsequent reaction. As a trader, you may learn more about how an earnings report will play o[...]
Bourbon Capital
I love how everything looks perfect on LinkedIn; everyone seems professional, nobody appears corrupt, everyone is smart, and they all seem to know what they're doing. But when you go outside, you see corruption everywhere, nothing gets done, and 90% of the people are just a few hours away from bankruptcy.
People don't know anything. No one really knows what they're doing; they're all just throwing stuff at the wall and hoping it sticks
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I love how everything looks perfect on LinkedIn; everyone seems professional, nobody appears corrupt, everyone is smart, and they all seem to know what they're doing. But when you go outside, you see corruption everywhere, nothing gets done, and 90% of the people are just a few hours away from bankruptcy.
People don't know anything. No one really knows what they're doing; they're all just throwing stuff at the wall and hoping it sticks
tweet