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Tuesday, November 3, 2026

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TWLO Q3 FY12/26 Earnings Review

Twilio's Q3 revenue rose 20% to $1.56 billion, but Q4 organic growth guidance fell to 11% to 12% and RPO declined 28%.

TWLO $31B
Cestrian Capital Research 3 clicks

From X

@convequity 1 click

Convequity on X

We wouldn’t be surprised to see GPU rental revenue reach $100bn per gigawatt a year. Nebius ($NBIS) has already reported a short-term deal in the $40m–$50m per MW annualised range. That is $40bn–$50bn per GW. Likewise for Space $SPCX and others while $CRWV sold its long term capacity too early at low prices. Use 660,000 Blackwell GPUs as a simplified 1GW case. With every GPU-hour rented: • $50bn a year = $8.65 per GPU-hour. • $100bn a year = $17.30 per GPU-hour. DeepSeek reports $38 of API revenue per GPU-hour at off-peak prices for a V4.1 Flash cluster. Peak tariffs are double. Serving the same workload at those prices would imply $76 per GPU-hour. For an inference provider that can reproduce those economics on rented hardware, a move from $5–$6 rent to $9 can still be affordable. Even roughly $18 need not make the service uneconomic. Suppose another provider achieves 70% of that $38–$76 revenue benchmark across its rented GPU-hours. That gives $26.60–$53.20 of revenue per hour. After $18 of GPU rent, $8.60–$35.20 remains for other costs and profit. The condition is matching DeepSeek’s serving efficiency on the rented hardware and sustaining paid demand at those token prices. Releasing the inference code does not guarantee either. For operators that can do this, we think there is room to keep bidding up scarce GPU capacity, even at twice today’s roughly $9 hourly rate.

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Marvellous Value Destruction

Marvell’s proposed Lumentum deal risks alienating Cloudlight customers and losing engineering talent, despite limited optical integration…

LITE $62B
Irrational Analysis 2 clicks

FTAI Aviation Update, Part Two

FTAI Aviation’s $234 million Jereh JV deposit funds Power inventory, while customer concentration, lower cash guidance and pending U.S.

FTAI $20B
CV's Substack 4 clicks

BNTX Earnings Review

BioNTech's Q3 revenue beat consensus on €613 million of BMS partnership revenue, while COVID vaccine sales fell 35% and net cash totaled…

BNTX $22B
Cestrian Capital Research 1 click
BSP · short

Bending Spoons Spa

Bending Spoons is a software and digital-assets holding company that has completed more than 50 acquisitions since 2013.

BSP $29B
Value Investors Club 1 click

BMRN Earnings Review

BioMarin’s Q3 revenue rose 32% to $1.02 billion after the Amicus acquisition, while lower 2026 guidance and $2.8 billion of net debt…

BMRN $11B
Cestrian Capital Research 1 click

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