Mar 28, 2022 · 2h 4m · acquired
Nvidia: The GPU Company (1993-2006) · Acquired
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gold bands on the timeline = statements, start to end. Hover to read, click to jump. CC turns on captions
Acquired hosts Ben Gilbert and David Rosenthal explore the dramatic origin story of Nvidia from 1993 to 2006, detailing how Jensen Huang guided the company through existential pivots to invent the modern GPU and redefine computer graphics.
How this conversation actually went
Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. Ben and David hold 98.6% of the talking time here. How this is scored →
Ben and David as informed peer 6.4 Guest teaching 0.3 Guest disagreement 0.3 Ben and David pushing back 0.3
speaking balance: gold is Ben and David, purple is the guest (3 minute bins)
Sharpest disagreement ▶ 1:54:55 Ben challenges David's characterization of Microsoft
Ben immediately pushes back when David asserts that Microsoft did basically nothing to capture value during the 3D graphics era, arguing that framing is totally unfair to the Xbox engineering effort.
Hardest push from Ben and David ▶ 1:54:55 Pushback on Microsoft's role in graphics ecosystemBen refuses David's framing that Microsoft sat back passively, delineating DirectX strategy from the massive technical investment of Xbox.
Biggest teaching moment ▶ 5:13 Christina Cacioppo explains startup-focused GTM leverageChristina educates the hosts on how developer tooling and early traction from companies like Twilio proved startups could form a highly sustainable go-to-market base.
Ben and David hold their own ▶ 57:20 Ben details parallel processing mechanics of GPUsBen provides a detailed breakdown of computer architecture, contrasting serial CPU instruction cycles with parallelizable GPU rendering pipelines.
the scores for every segment, with the reasoning behind each
| Chapter | Topic | Ben and David as informed peer | Guest teaching | Guest disagreement | Ben and David pushing back | Why |
|---|---|---|---|---|---|---|
| Introducing Nvidia and Jensen Huang's Leadership | 6 | 0 | 0 | 0 | Ben and David set the stage with comprehensive market cap statistics and historical context regarding Nvidia's 83% standalone GPU market share and Jensen Huang's background. | |
| Sponsor: Vanta and Christina Cacioppo | 4 | 5 | 1 | 0 | Christina Cacioppo explains the early developer tooling thesis from her time at Union Square Ventures and how selling compliance software directly to startups enabled rapid iteration. | |
| Acquired Community, Show Housekeeping, and Disclaimers | 5 | 0 | 0 | 0 | David details Jensen Huang's childhood journey from Taiwan to Kentucky's Oneida Baptist Institute and Oregon State University, establishing biographical context. | |
| Early Careers at AMD, Stanford, and LSI Logic | 7 | 0 | 0 | 0 | The hosts break down chip architecture history, contrasting general-purpose CPUs with custom ASICs and Jensen's time at AMD, Stanford, and LSI Logic with Sun Microsystems. | |
| The Denny's Pitch, Founding Nvidia, and Securing Seed Funding | 7 | 0 | 1 | 1 | Ben and David recount the founding at Denny's and debate the venture viability in 1992 of backing dedicated PC graphics hardware versus console ecosystems. | |
| 3D Graphics Storytelling Vision, Sega Deal, and DirectX Conflict | 7 | 0 | 0 | 0 | The hosts analyze Nvidia's early architectural blunder choosing quadrilateral vertex primitives for Sega over the industry-standard triangles adopted by Microsoft DirectX. | |
| Pivoting to Survive: Emulation Gamble and the Riva 128 Breakthrough | 8 | 0 | 0 | 0 | The hosts explain Nvidia's existential pivot using software emulation to tape out the Riva 128 chip in six months with compromised blend modes to achieve market-leading performance. | |
| Rapid 6-Month Release Cadence, TSMC Partnership, and Inventing the GPU | 8 | 0 | 0 | 0 | The hosts discuss how parallel processing differs fundamentally from serial CPU pipelines and recount Morris Chang partnering TSMC with Nvidia for the GeForce 256 launch. | |
| Challenging Intel's CPU Dominance, Programmable Shaders, and the Xbox Partnership | 8 | 0 | 0 | 0 | David and Ben discuss how Nvidia avoided Intel's motherboard commoditization through programmable shaders on the GeForce 3 and secured the critical Xbox contract. | |
| Sponsor: Vouch Insurance and D&O Protection for Startups | 4 | 0 | 0 | 0 | David and Ben discuss startup liability risks, board responsibilities, and the importance of D&O insurance policies through Vouch. | |
| Reaching $1B Revenue, Early Scientific Computing, and the Failed AMD Merger | 7 | 0 | 0 | 0 | The hosts cover Nvidia crossing $1B in revenue, the emergence of Stanford scientific computing use cases, and Jensen's insistence on being CEO sinking the AMD acquisition. | |
| Strategic Business Analysis: Margin Compression and Seven Powers Assessment | 8 | 0 | 1 | 1 | Ben and David dissect Nvidia's 2004 margin collapse down to 29% and apply Hamilton Helmer's Seven Powers framework to evaluate their lack of sustainable switching costs at the time. | |
| Playbook Lessons: Software Simulation, Developer Tooling, and Venture Proliferation | 8 | 0 | 0 | 0 | The hosts outline corporate playbook lessons around software simulation, developer tooling democratization, and venture investing during market proliferation versus consolidation. | |
| Sponsor: SoftBank Latin America Fund and Regional Tech Innovation | 4 | 0 | 0 | 0 | The hosts highlight SoftBank Latin America Fund's investment thesis focusing on financial inclusion and digital banking transformation in LATAM. | |
| The Keyhole Investment, Historical Grading, and Personal Carveouts | 7 | 0 | 2 | 2 | The hosts examine the early Keyhole investment, grade Nvidia's 1993-2006 era as an 'A', and briefly debate how much value Microsoft captured versus Nvidia. | |
| Looking Ahead to Part Two, Community Links, and Episode Conclusion | 5 | 0 | 0 | 0 | Ben and David wrap up the episode, preview part two focusing on CUDA and machine learning, and give housekeeping details for the community. |
Statements from this episode (28)
Gilbert: Nvidia is the eighth-largest company globally by market cap
“It is the eighth largest company in the world by market cap.”
Gilbert: Nvidia commands 83% market share in standalone desktop/laptop GPUs
“When Nvidia began in 1993, it made computer graphics chips in a brutally competitive and low-margin market. There were 90 undifferentiated competitors all doing basically the same thing at the same time, and yet today, they have an 83% market share of standalo…”
Gilbert: Jensen Huang bet Nvidia three separate times, nearing bankruptcy each time
“The co-founder and CEO Jensen Huang really has bet the company, like the whole company, three separate times, nearly going bankrupt each time.”
Gilbert: Jensen Huang remains an underrated CEO despite Nvidia's huge hype
“And as hyped as Nvidia has been, you know, over the last five years, obviously with the stock run up and everyone's excitement around the company, I think Jensen is still an underrated CEO, even rated. Where the Nvidia bulls have put him.”
Rosenthal: LSI Logic IPO delivered historic $153M return to Sequoia
“LSI logic, which had just gotten public and we've talked about it on the show made Don Valentine and Sequoia the then largest venture return in an IPO in history, maybe the largest venture return ever in history when they went public of a hundred and fifty thr…”
Rosenthal: Nvidia Was the First Dedicated Graphics Card Company
“NVIDIA is the first. They are the first dedicated graphics card company.”
Gilbert: Portfolio CEO Referrals Strongly Bias VCs Toward Investing
“Getting a reference from the CEO of a portfolio company is a really good way to come in with a venture capitalist already leaning toward investing. Especially if you're referred by the top performing company of all time in their portfolio.”
Rosenthal: Nvidia Raised a $2M Seed Round at a $6M Valuation
“Two million dollar total round. I don't know who invested what. I assume a million each, but two million dollar total round at a six million dollar post money valuation.”
Rosenthal: 89 Other Graphics Chip Startups Were Funded Soon After Nvidia
“Literally 89 other companies get funded within a couple months to go do the same thing.”
Rosenthal: Nvidia secured early contract powering Sega arcade and console graphics
“They land a big deal with Sega to power their arcade consoles and their next generation home console to be the three D graphics engine and would ultimately become the Sega Saturn.”
Rosenthal: Nvidia laid off 70% of staff, shrinking to 35 employees
“They have to lay off 70% of the company, which they do. They go down to about 35 people.”
Rosenthal: Nvidia spent $1M on emulation hardware during its cash crunch
“They had to spend a million dollars just to get the emulator, you know, hardware and software to do this.”
Rosenthal: Nvidia sold 1 million Riva 128 units within four months
“They sell one million units of the Riva one 28 within four months.”
Rosenthal: Nvidia doubled hardware performance every six months starting in 1997
“NVIDIA is now on a cycle starting in 1997, 1998. Where they are doubling the performance that they are delivering at a given price point to the market every six months.”
Rosenthal: Nvidia and TSMC signed a multi-year foundry partnership that remains today
“The next year, the two companies sign a huge multi-year deal for TSMC to become the primary foundry for NVIDIA and still are today.”
Rosenthal: Nvidia's 1999 GeForce 256 offered 5x better graphics performance than competitors
“And it's because this card that they ship, the first GeForce in 1999, it's the GeForce two 56. It's so powerful. It has five X better graphics performance than like anything else on the market.”
Nvidia IPO'd at a $600M Valuation in 1999
“They go public in beginning in 1999 at a six hundred million dollar market cap. So a hundred X return from the six million dollar post money valuation on the Sequoia and Sutter Hill round”
Nvidia Signed $500M/Year Xbox GPU Deal with Microsoft
“Five hundred million dollar a year deal for Nvidia to supply the graphics for the Xbox with a two hundred million dollar advance.”
Only Nvidia and ATI Survived the 90s Graphics Startup Boom
“When all the VCs funded these 90, you know, Silicon Valley startups to go make graphics cards, three D graphics cards, the only two surviving ones were Nvidia, which went through this hellish journey, and then these Canadian guys that were, like, totally out o…”
Rosenthal: Intel's 1999 Dedicated GPUs Were Historic Failures
“They come out with their own external cards right around this time, like, 1999 to directly compete. And like, they suck. Like, these are like some of the worst reviewed graphics cards in history.”
Gilbert: Nvidia was the fastest semiconductor company to reach $1B revenue
“Which makes them the fastest semiconductor ever to reach a billion in revenue and gets them added to the S&P 500.”
Gilbert: Nvidia grows in 6-to-10-year epochs driven by contrarian bets
“Throughout the company's history, they basically have these, like, six to 10 year epochs, and during those, they have, like,
A meteoric rise when they do something contrarian that's off the rest of the industry, and then it starts to taper, and they need to fi…”
Gilbert: AMD's acquisition of Nvidia failed over Huang's CEO demand
“AMD tried to buy Nvidia to make that their graphics line, and it was possible because it's not like the stock was blowing up at this point in time, and it had this sort of few years of reasonable stagnation before we get into late 2006, 2007, and certainly peo…”
Nvidia's gross margin expanded from 29% in 2004 to 66% in 2022
“They sell their GPUs at a 66% gross margin. Hardware business with a 66% gross margin. Back in 2004, that gross margin was only 29% that they were able to command as a premium on their cards.”
Rosenthal: Finding Product-Market Fit Is Distinct from Developing Business Power
“When you climb the mountain as a founder and a company of finding product market fit, it's very different than climbing the mountain of then having to go develop power. It's a whole, you know, second journey that you have to go on.”
Rosenthal: Early Sequoia Nvidia investment is one of the best venture returns ever
“I think a lot of the GPs at Sequoia and certainly Mark Stevens, who was one of my professors at GSB. Who was on the board for Sequoia is still on the board have held their shares personally for like to this day. Like that's one of the best venture investment r…”
Rosenthal: Nvidia raised about $20M in total venture capital before going public
“They did raise some more money in between that initial two million and going public. I think they raised twenty million in total, but like there wasn't a lot of window and I think it was Sequoia and Sutter Hill that put that capital in for the rest of that twe…”
Gilbert: Nvidia's Graphics Head Start Made It the Best Machine Learning Hardware Company
“Imagine if you started a business in the early nineties doing a thing that seemed like a small market at the time, but you did the thing, and then it turns out that that gave you line of sight to something That the same technology was uniquely able to do That …”