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▶ 1:36 · $NVDA · Beharon argues installed base and CUDA moat compound as models scale to 20T parameters
episode briefing
The Information

Can Jensen Huang Lead Nvidia Through its Biggest Challenge Yet?

2025-11-21 · 4 company · 4 thematic
sentiment
3 bull1 bear0 neu
speakers
ben beharon

CEO and principal analyst of Creative Strategies, brought on as the bull in a Nvidia bull/bear debate.

jay goldberg

Senior analyst at Seapport Research, holds a sell rating on Nvidia (one of the only on Wall Street), brought on as the bear in the debate.

quote
“Nvidia has the single largest installed base of GPUs both at the edge and in the cloud and that number is increasing by an exponential. So, as much as you know, I agree TPUs are great products and I do want competition and I want AMD to do…”
—ben beharon
now playing · $NVDA
$AMD···bullish· mediumben beharon
Beharon says AMD will be fully competitive with competitive racks by 2027
AMD now has competitive silicon and will deliver competitive rack-scale systems by 2027, becoming fully competitive with Nvidia in the AI accelerator market.
$GOOGL···bullish· mediumben beharon
Beharon argues Google TPU is better than Nvidia for large AI workload classes
Google's TPU architecture makes a compelling case as a superior chip for large classes of AI workloads, representing credible internal competition to Nvidia from a hyperscaler cus…
$NVDA···bullish· highben beharon
Beharon argues installed base and CUDA moat compound as models scale to 20T parameters
Nvidia's exponentially growing installed base of GPUs and CUDA software ecosystem create a self-reinforcing advantage for training ever-larger models (10T to 20T parameters), and…
$NVDA···bearish· highjay goldberg
Goldberg sees demand cracks and hidden discounts via neocloud backstops
End demand for Nvidia chips is getting harder to generate and finance; $134B in neocloud bookings come with demand guarantees that function as discounts, and OpenAI's uncertain tr…