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Jim Bianco: AI will surpass the internet in impact, SaaS pricing models are under pressure, and older generations may struggle with AI-driven business models | Bankless

Jim Bianco: AI will surpass the internet in impact, SaaS pricing models are under pressure, and older generations may struggle with AI-driven business models | Bankless

AI's rapid evolution is reshaping tech markets, pressuring software pricing and sparking volatility in traditional assets.

NVIDIA Corporation (NVDA) price

Full chart and stats

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Market cap
$5.3T (shares as of 2026-08-21)
P/E (trailing)
27.6 (EPS to 2026-07-26)
Annual revenue
$215.9B USD (FY ended 2026-01-25) 10-K
Annual revenue growth
+65.5% (FY ended 2026-01-25 vs FY ended 2025-01-26) 10-K
Annual net income
120,067,000,000 USD (FY ended 2026-01-25, attributable to the company) 10-K
Annual operating margin
60.4% (FY ended 2026-01-25)
Forward P/E
Unavailable: no dated forecast source

Gloria daily close for session Oct 27, 2026. Market cap and trailing P/E use this close with the SEC share total and trailing diluted earnings, each dated next to its figure. Annual revenue, revenue growth, net income and margin show their own fiscal period and link the 10-K. Current context may postdate this article.

NVIDIA Corporation and its peers

Company PriceMarket capP/E (trailing)Forward P/EAnnual revenue (USD)Annual revenue growthAnnual net income (USD)Operating margin
NVIDIA Corporation NVDA · Price dated Oct 27, 2026 · tokenized NVDAx $218$5.3T27.6Unavailable$215.9BFY ended 2026-01-25 · 10-K+65.5%FY ended 2026-01-25 vs 2025-01-26 · 10-K120,067,000,000FY ended 2026-01-25, attributable to the company · 10-K60.4%FY ended 2026-01-25
Broadcom Inc. AVGO · Price dated Oct 27, 2026 · tokenized AVGOx $342$1.6T43.7Unavailable$63.9BFY ended 2025-11-02 · 10-K+23.9%FY ended 2025-11-02 vs 2024-11-03 · 10-K23,126,000,000FY ended 2025-11-02, consolidated · 10-K39.9%FY ended 2025-11-02
Micron Technology Inc. MU · Price dated Oct 27, 2026 · tokenized MUx $929$1.1T12.5Unavailable$133.2BFY ended 2026-09-03 · 10-K+256.3%FY ended 2026-09-03 vs 2025-08-28 · 10-K84,969,000,000FY ended 2026-09-03, attributable to the company · 10-K74.6%FY ended 2026-09-03
Advanced Micro Devices Inc. AMD · Price dated Oct 27, 2026 · tokenized AMDx $560$914.6B143.7Unavailable$34.6BFY ended 2025-12-27 · 10-K+34.3%FY ended 2025-12-27 vs 2024-12-28 · 10-K4,335,000,000FY ended 2025-12-27, attributable to the company · 10-K10.7%FY ended 2025-12-27

Missing figures stay unavailable. Forward P/E requires a dated source. Annual revenue, revenue growth, net income and margin come from each company's own 10-K, in US dollars, and each row shows that fiscal year. Revenue growth compares the fiscal year with the prior year stated in the same 10-K. Net income is the full year amount attributable to the company, or available to common stockholders where the filing states only that, or consolidated net income. Each row names its basis. Trailing P/E reads "Not meaningful" when the dated trailing diluted EPS is a loss or zero. An operating margin appears only when the filing states both the operating income and the revenue for the same year.

Sources: SEC filings, Gloria daily closes and CoinGecko. Oldest record refresh: Oct 27, 2026, 9:41 PM EDT. Refresh is not a price or filing date. Each row shows its price date and its annual fiscal period. Peers use industry code and company size, or editorial selection. Market cap multiplies that row price by the company share total the latest SEC filing states for every share class together. Trailing P/E divides it by trailing diluted earnings from SEC filings. Rolled earnings per share are approximate because share counts can change between periods. Both appear only when the SEC data carries its date, so they are estimates at one price date, not synchronized filing valuations. Not investment advice.

Token vs underlying stock

Current comparison for NVDA. Historical observations may postdate this article.

NVDAx token unit vs NVDA share · USD

$218.06Oct 27 UTC

+2.7% over displayed period

● NVDAx token┄ NVDA stock: $217.94

Aug 4, 2026: token $212.33 at 20:00 UTC; stock close $211.94 Aug 5, 2026: token $219.87 at 20:00 UTC; stock close $219.22 Aug 6, 2026: token $219.15 at 20:00 UTC; stock close $218.99 Aug 7, 2026: token $223.93 at 20:00 UTC; stock close $223.96 Aug 10, 2026: token $217.66 at 20:00 UTC; stock close $217.55 Aug 11, 2026: token $217.53 at 20:00 UTC; stock close $217.50 Aug 12, 2026: token $224.12 at 20:00 UTC; stock close $224.09 Aug 13, 2026: token $225.42 at 20:00 UTC; stock close $225.30 Aug 14, 2026: token $225.34 at 20:00 UTC; stock close $225.16 Aug 17, 2026: token $225.13 at 20:00 UTC; stock close $225.01 Aug 18, 2026: token $219.70 at 20:00 UTC; stock close $219.74 Aug 19, 2026: token $217.76 at 20:00 UTC; stock close $217.56 Aug 20, 2026: token $216.79 at 20:00 UTC; stock close $216.85 Aug 21, 2026: token $214.85 at 20:00 UTC; stock close $214.72 Aug 24, 2026: token $208.75 at 20:00 UTC; stock close $208.48 Aug 25, 2026: token $213.16 at 20:00 UTC; stock close $213.05 Aug 26, 2026: token $210.06 at 20:00 UTC; stock close $209.66 Aug 27, 2026: token $227.96 at 20:00 UTC; stock close $227.98 Aug 28, 2026: token $217.74 at 20:00 UTC; stock close $217.55 Aug 31, 2026: token $220.91 at 20:00 UTC; stock close $220.78 Sep 1, 2026: token $217.58 at 20:00 UTC; stock close $217.44 Sep 2, 2026: token $224.46 at 20:00 UTC; stock close $224.41 Sep 3, 2026: token $228.90 at 20:00 UTC; stock close $228.45 Sep 4, 2026: token $230.35 at 20:00 UTC; stock close $230.36 Sep 8, 2026: token $225.69 at 20:00 UTC; stock close $225.73 Sep 9, 2026: token $223.89 at 20:00 UTC; stock close $223.67 Sep 10, 2026: token $218.70 at 20:00 UTC; stock close $218.36 Sep 11, 2026: token $218.92 at 20:00 UTC; stock close $218.29 Sep 14, 2026: token $211.47 at 20:00 UTC; stock close $210.96 Sep 15, 2026: token $212.34 at 20:00 UTC; stock close $212.17 Sep 16, 2026: token $214.25 at 20:00 UTC; stock close $213.90 Sep 17, 2026: token $219.68 at 20:00 UTC; stock close $219.34 Sep 18, 2026: token $222.24 at 20:00 UTC; stock close $222.27 Sep 21, 2026: token $227.69 at 20:00 UTC; stock close $227.38 Sep 22, 2026: token $229.20 at 20:00 UTC; stock close $228.87 Sep 23, 2026: token $225.44 at 20:00 UTC; stock close $225.51 Sep 24, 2026: token $224.87 at 20:00 UTC; stock close $224.58 Sep 25, 2026: token $225.29 at 20:00 UTC; stock close $225.07 Sep 28, 2026: token $228.97 at 20:00 UTC; stock close $228.86 Sep 29, 2026: token $227.95 at 20:00 UTC; stock close $227.21 Sep 30, 2026: token $229.85 at 20:00 UTC; stock close $228.38 Oct 1, 2026: token $231.18 at 20:00 UTC; stock close $230.86 Oct 2, 2026: token $234.38 at 20:00 UTC; stock close $233.95 Oct 5, 2026: token $239.30 at 20:00 UTC; stock close $238.90 Oct 6, 2026: token $239.71 at 20:00 UTC; stock close $239.24 Oct 7, 2026: token $237.80 at 20:00 UTC; stock close $237.47 Oct 8, 2026: token $230.81 at 20:00 UTC; stock close $230.48 Oct 9, 2026: token $229.70 at 20:00 UTC; stock close $229.28 Oct 12, 2026: token $226.87 at 20:00 UTC; stock close $226.32 Oct 13, 2026: token $228.73 at 20:00 UTC; stock close $228.52 Oct 14, 2026: token $221.56 at 20:00 UTC; stock close $221.30 Oct 15, 2026: token $217.48 at 20:00 UTC; stock close $217.23 Oct 16, 2026: token $214.56 at 20:00 UTC; stock close $214.13 Oct 19, 2026: token $217.41 at 20:00 UTC; stock close $217.09 Oct 20, 2026: token $216.69 at 20:00 UTC; stock close $216.47 Oct 21, 2026: token $222.20 at 20:00 UTC; stock close $221.97 Oct 22, 2026: token $212.42 at 20:00 UTC; stock close $212.21 Oct 23, 2026: token $211.27 at 20:00 UTC; stock close $210.96 Oct 26, 2026: token $216.15 at 20:00 UTC; stock close $216.00 Oct 27, 2026: token $218.06 at 20:00 UTC; stock close $217.94
Aug 4$208.48 to $239.71Oct 27

Source: CoinGecko + Gloria · Retrieved Oct 28, 13:15 UTC

Methodology and data

Split-adjusted regular-session stock closes from the existing Gloria shared history, paired only with an observed token price within 45 minutes of 16:00 New York time. Up to 60 matched sessions. No interpolation or missing-date fill. Weekends and known early closes are omitted. Token units are not adjusted for issuer multipliers or dividend treatment. This compares quoted prices, not fair value, executable premiums or arbitrage returns. Solid line: token. Dashed line: stock. Exact quote times and values appear below. Historical observations. Retrieval refers to the token source. Token quote times use UTC. The fixed cohort shows its oldest member fetch.

Nvidia token vs Nvidia stock: exact source values
Date (UTC)Token (USD)Stock close (USD)Token quote (UTC)
2026-08-04212.33211.942026-08-04 20:00
2026-08-05219.87219.222026-08-05 20:00
2026-08-06219.15218.992026-08-06 20:00
2026-08-07223.93223.962026-08-07 20:00
2026-08-10217.66217.552026-08-10 20:00
2026-08-11217.53217.502026-08-11 20:00
2026-08-12224.12224.092026-08-12 20:00
2026-08-13225.42225.302026-08-13 20:00
2026-08-14225.34225.162026-08-14 20:00
2026-08-17225.13225.012026-08-17 20:00
2026-08-18219.70219.742026-08-18 20:00
2026-08-19217.76217.562026-08-19 20:00
2026-08-20216.79216.852026-08-20 20:00
2026-08-21214.85214.722026-08-21 20:00
2026-08-24208.75208.482026-08-24 20:00
2026-08-25213.16213.052026-08-25 20:00
2026-08-26210.06209.662026-08-26 20:00
2026-08-27227.96227.982026-08-27 20:00
2026-08-28217.74217.552026-08-28 20:00
2026-08-31220.91220.782026-08-31 20:00
2026-09-01217.58217.442026-09-01 20:00
2026-09-02224.46224.412026-09-02 20:00
2026-09-03228.90228.452026-09-03 20:00
2026-09-04230.35230.362026-09-04 20:00
2026-09-08225.69225.732026-09-08 20:00
2026-09-09223.89223.672026-09-09 20:00
2026-09-10218.70218.362026-09-10 20:00
2026-09-11218.92218.292026-09-11 20:00
2026-09-14211.47210.962026-09-14 20:00
2026-09-15212.34212.172026-09-15 20:00
2026-09-16214.25213.902026-09-16 20:00
2026-09-17219.68219.342026-09-17 20:00
2026-09-18222.24222.272026-09-18 20:00
2026-09-21227.69227.382026-09-21 20:00
2026-09-22229.20228.872026-09-22 20:00
2026-09-23225.44225.512026-09-23 20:00
2026-09-24224.87224.582026-09-24 20:00
2026-09-25225.29225.072026-09-25 20:00
2026-09-28228.97228.862026-09-28 20:00
2026-09-29227.95227.212026-09-29 20:00
2026-09-30229.85228.382026-09-30 20:00
2026-10-01231.18230.862026-10-01 20:00
2026-10-02234.38233.952026-10-02 20:00
2026-10-05239.30238.902026-10-05 20:00
2026-10-06239.71239.242026-10-06 20:00
2026-10-07237.80237.472026-10-07 20:00
2026-10-08230.81230.482026-10-08 20:00
2026-10-09229.70229.282026-10-09 20:00
2026-10-12226.87226.322026-10-12 20:00
2026-10-13228.73228.522026-10-13 20:00
2026-10-14221.56221.302026-10-14 20:00
2026-10-15217.48217.232026-10-15 20:00
2026-10-16214.56214.132026-10-16 20:00
2026-10-19217.41217.092026-10-19 20:00
2026-10-20216.69216.472026-10-20 20:00
2026-10-21222.20221.972026-10-21 20:00
2026-10-22212.42212.212026-10-22 20:00
2026-10-23211.27210.962026-10-23 20:00
2026-10-26216.15216.002026-10-26 20:00
2026-10-27218.06217.942026-10-27 20:00

Stock history: Gloria · Retrieved Oct 28, 00:31 UTC. Token history: CoinGecko NVDAx.

Quoted token and share units can have different rights, multipliers and dividend treatment. This is not an executable premium or arbitrage signal.

Listen on Bankless

Key takeaways

  • AI is poised to transform modern life more profoundly than the internet did.
  • The market is reacting to AI as a substitute for SaaS, causing sell-offs.
  • AI is drastically reducing software development costs and timelines.
  • SaaS pricing models are under pressure due to AI’s impact.
  • Gold and silver markets are small, leading to significant price volatility.
  • Excessive capital expenditure in tech markets can lead to overcapacity.
  • AI infrastructure investments are massive, raising concerns of overbuilding.
  • Future tech booms will be driven by AI innovations lowering costs.
  • The older generation may struggle with new AI-driven business models.
  • Nvidia’s stock peak could signal a generational tech investment peak.
  • Crypto markets are unstable due to traditional finance’s synthetic markets.
  • The next crypto bull market may emerge from building alternative financial systems.
  • The Federal Reserve’s balance sheet remains too large, needing reduction.
  • Unrealistic expectations in traditional finance markets misalign with future returns.
  • Older investors should focus on wealth preservation over high-risk returns.

Guest intro

Jim Bianco is President and Macro Strategist at Bianco Research, an independent research firm he founded in 1998 that provides analysis on financial markets and macroeconomic trends. Since 1990, he has built a decades-long reputation for objective commentary on monetary policy, market positioning, and the intersection of government policy with financial markets, including early analysis of how Federal Reserve policies affect asset prices. His research focuses on fixed income markets, money flows across institutional investors, and the broader macroeconomic forces shaping equities, commodities, and emerging asset classes.

The transformative potential of AI

  • “AI will fundamentally transform modern life, surpassing the impact of the internet.” – Jim Bianco
  • AI is compared to the industrial revolution in terms of its potential impact.
  • The market perceives AI as a substitute for SaaS, leading to significant sell-offs.
  • “Saaspocalypse is just this name of this fear-driven sell-off on the idea that AI is starting to look more like a substitute for software SaaS companies.” – Jim Bianco
  • AI is reducing software development costs dramatically, changing industry dynamics.
  • “They spent about $100 to $150,000 in tokens to get this browser that would have cost tens of millions a year ago.” – Jim Bianco
  • The pricing mechanism for SaaS is changing due to AI’s influence.
  • AI’s impact on software development is reshaping market expectations.

Market dynamics and precious metals

  • Gold and silver markets are small, leading to significant price volatility.
  • “If you added up the total value of stocks, bonds, and real estate, gold and silver are like 3 or 4% the size of them.” – Jim Bianco
  • The surge in gold and silver prices was driven by buyers in Asia, particularly China and Japan.
  • “A lot of investors in those countries are worried and looked towards the metals.” – Jim Bianco
  • Recent speculation in gold and silver markets may lead to significant losses.
  • “They bought at $100 to $110, it went to $125, and now it’s settled at $82.” – Jim Bianco
  • Silver acts as a higher beta version of gold, outperforming during price increases.
  • “Silver is a higher beta version of it, so when it goes, it outperforms gold.” – Jim Bianco

AI’s impact on productivity and work efficiency

  • Companies are investing heavily in AI infrastructure, raising concerns about overbuilding.
  • “Google announced they’re gonna spend $200 billion in capex in 2026.” – Jim Bianco
  • Advancements in AI tools will significantly change productivity and work efficiency.
  • “I could get done in minutes right now because of what some of these AIs are able to do.” – Jim Bianco
  • AI infrastructure investment may lead to a market shift once it peaks.
  • Technology goes through two phases: infrastructure build and business model development.
  • “We overdid the investing in infrastructure and left the world with the internet.” – Jim Bianco
  • The future tech boom will be driven by AI innovations that lower costs.

Generational shifts in adapting to AI

  • The older generation may struggle to adapt to new AI-driven business models.
  • “They’re going to push the 68-year-olds to the curb because they can’t adjust.” – Jim Bianco
  • Investors should consider selling overheated infrastructure stocks and reinvesting post-reset.
  • “It would have been great to sell Cisco in 2000 and buy the app layer after the dust settled.” – Jim Bianco
  • Nvidia’s stock peak could signify a generational peak in tech investments.
  • AI technology is advancing rapidly, outpacing current AI systems’ capabilities.
  • “This technology is advancing so fast that AI is behind in telling you how to use it.” – Jim Bianco
  • The app layer for AI is still in its infancy, with many developers in early stages.

Economic implications of AI and software costs

  • Companies are adopting new software solutions to save on existing subscriptions.
  • “I can give you something for a lot less and save you tens of millions of dollars.” – Jim Bianco
  • The app layer for AI is on the horizon but faces challenges due to constant changes.
  • “It’s too difficult to build on stuff because it’s constantly changing.” – Jim Bianco
  • The value in AI is accruing to users who leverage technology for business improvements.
  • “It accrues to the users using the product who are going to make something valuable.” – Jim Bianco
  • Companies effectively leveraging AI will emerge as industry winners.
  • Apple’s strategy of waiting to enter AI may not be successful as with the iPhone.

Shifts in the S&P 500 and market value

  • The trend of concentration in the S&P 500 is reversing, benefiting the long tail of companies.
  • “The market isn’t going down now… the other 50% of the stock market is benefiting.” – Jim Bianco
  • The overall stock market value remains stable due to shifts in value sources.
  • “It’s just a mixture of where it’s coming from that’s chasing it around.” – Jim Bianco
  • Silver acts as a higher beta version of gold, outperforming during price increases.
  • Chinese investors are turning to precious metals like silver as a hedge against instability.
  • “They’re looking to protect themselves and saying what should I do.” – Jim Bianco
  • Japan’s interest rates are surging due to higher inflation, risking economic disruptions.

China’s economic and political landscape

  • China’s economy is experiencing historically low growth rates amidst political risks.
  • “Those are fifty-year lows in terms of economic growth coming out of China.” – Jim Bianco
  • Apple is likely to move production out of China due to political risks and labor issues.
  • “Apple is starting to move their production to India as far as they can.” – Jim Bianco
  • China’s increasing authoritarianism limits its competitive potential.
  • “They’re getting more authoritarian almost by the day, limiting their competitiveness.” – Jim Bianco
  • The US has significantly outspent Europe on defense, impacting global security dynamics.
  • “We’ve spent nearly $20 trillion more on defense than Europe.” – Jim Bianco

Crypto market instability and traditional finance

  • The recent downturn in crypto markets may be linked to traditional finance issues.
  • “Some of this breaking could have happened off-chain in tradfi world.” – Jim Bianco
  • Synthetic bitcoin represents a way traditional finance interacts with crypto assets.
  • “Crypto assets, particularly bitcoin, are a traditional finance asset.” – Jim Bianco
  • The creation of a fractional reserve system around Bitcoin introduces instability.
  • “These systems are inherently unstable… crypto is new with this synthetic stuff.” – Jim Bianco
  • Digital asset treasuries and ETFs increase crypto investment without blockchain interaction.
  • “You’ve got a representation of crypto in the tradfi world.” – Jim Bianco

The need for a new crypto narrative

  • The instability in crypto markets is partly due to traditional finance’s synthetic markets.
  • “Tradfi synthetic markets started to crack, pushing liquidation on chain.” – Jim Bianco
  • The introduction of leverage in crypto markets could lead to instability.
  • “Leverage systems are unstable and can blow up without experience.” – Jim Bianco
  • The volatility in crypto contradicts the narrative that tradfi will stabilize the market.
  • “Massive volatility runs counter to the narrative that tradfi stabilizes.” – Jim Bianco
  • Crypto needs a new narrative to drive future growth beyond current adoption stories.
  • “Crypto needs another narrative.” – Jim Bianco

Federal Reserve dynamics and market expectations

  • The Federal Reserve’s balance sheet is still too large and needs reduction.
  • “The balance sheet at $9 trillion in 2022 was too large.” – Jim Bianco
  • The Fed’s actions to manage reserves are effectively quantitative easing.
  • “They’re doing reserve management purchases… it actually is QE.” – Jim Bianco
  • The Fed’s structure gives too much power to the chairman, suppressing dissent.
  • “The chairman is all the power… dissenting opinions are suppressed.” – Jim Bianco
  • There may be significant dissent within the Fed regarding interest rate cuts.
  • “There are solid no votes for any rate cut this year.” – Jim Bianco

Investment strategies and market expectations

  • The unrealistic expectations in traditional finance markets misalign with future returns.
  • “The problem in tradfi markets is one of unrealistic expectations.” – Jim Bianco
  • Investors should adopt a mixed portfolio strategy including stocks and bonds.
  • “A mixture of some bonds, some stocks… less risk as you age.” – Jim Bianco
  • Older investors should prioritize wealth preservation over high-risk returns.
  • “You gotta start thinking about not losing half of it.” – Jim Bianco
  • There will be a market rotation towards traditional companies benefiting from cheaper software costs.
  • “There’s a big rotation towards traditional companies due to cheaper software.” – Jim Bianco

Disclosure: This article was edited by Editorial Team. For more information on how we create and review content, see our Editorial Policy.