The $6,400 Chip That Sells for $40,000: Inside Nvidia’s B200 Economics

GPU Economics - The B200 Bill of Materials

Nvidia’s B200 GPU costs approximately $6,400 to produce but sells for $30,000-$40,000 – an implied chip-level gross margin of roughly 82%. Yet this extraordinary margin obscures a more nuanced reality: Nvidia’s pricing power depends on supply chain constraints it does not control.

The Bill of Materials Surprise

The breakdown reveals an unexpected cost structure:

HBM Memory: $2,900 (45% of cost)
Advanced Packaging: $1,100 (17%)
Yield Loss: $1,000 (16%)
Logic Die (GPU silicon): $900 (14%)
Other: $500 (8%)

The counterintuitive finding: The actual GPU silicon – 208 billion transistors across two ~800mm squared dies fabricated on TSMC’s 4NP process – represents less than one-sixth of total production cost.

Where Value Really Concentrates

Nvidia’s chip design brilliance is real, but the bill of materials shows that memory and packaging dominate the economics. The silicon – Nvidia’s core intellectual property – accounts for just 14% of the total.

This inverts intuitive assumptions about semiconductor value. The chip itself isn’t the expensive part – the memory and the assembly are.

The Margin Architecture

If the B200 sells at $30,000-$40,000 with a $6,400 production cost, chip-level gross margins exceed 75-80%. But this excludes R&D amortization. Jensen Huang stated Nvidia’s Blackwell R&D budget totaled approximately $10 billion.

If Nvidia ships 2 million B200 units in 2025, R&D cost per unit is $5,000 – nearly doubling effective production cost.

Key Takeaway

As the AI Memory Chokepoint shows, Nvidia’s margins depend on memory pricing dynamics it doesn’t control. The headline margins obscure structural vulnerability.


Source: The Economics of the GPU on The Business Engineer

Scroll to Top

Discover more from FourWeekMBA

Subscribe now to keep reading and get access to the full archive.

Continue reading

FourWeekMBA