Podcast Episode
The Blackwell architecture represents a massive leap in computational power, packing 208 billion transistors across two connected dies, a 2.6-fold increase over the previous-generation H100. The B200 GPU delivers up to 20 petaflops of performance, while the GB200 NVL72 rack system, comprising 72 Blackwell GPUs and 36 Grace CPUs, achieves a staggering 720 petaflops.
TSMC has committed approximately 65 billion dollars to its Arizona operations, supported by 6.6 billion in grants and up to 5 billion in loans under the CHIPS and Science Act.
Nvidia Blackwell Enters Volume Production as TSMC Arizona Achieves Yield Parity
February 7, 2026
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Nvidia has officially moved its Blackwell B200 GPU and GB200 NVL72 rack system into full-scale volume production as of February 2026, coinciding with TSMC's Arizona Fab 21 achieving yield parity with its Taiwan facilities at 88 to 92 percent.
Nvidia Flips the Switch on Blackwell
Nvidia has officially transitioned its Blackwell architecture into full-scale volume production, marking a watershed moment for the AI chip industry. The B200 GPU and the liquid-cooled GB200 NVL72 rack system are now rolling off production lines, ending the supply constraints that have plagued the sector throughout 2024 and 2025.The Blackwell architecture represents a massive leap in computational power, packing 208 billion transistors across two connected dies, a 2.6-fold increase over the previous-generation H100. The B200 GPU delivers up to 20 petaflops of performance, while the GB200 NVL72 rack system, comprising 72 Blackwell GPUs and 36 Grace CPUs, achieves a staggering 720 petaflops.
Made in America
The production ramp coincides with a historic milestone at TSMC's Fab 21 facility in Arizona, which has achieved yield rates of 88 to 92 percent for the N4P process that underpins Blackwell. This effectively matches, and in some cases surpasses, TSMC's flagship plants in Taiwan. Jensen Huang celebrated the achievement, calling it the first time in recent American history that the single most important chip is being manufactured in the United States.TSMC has committed approximately 65 billion dollars to its Arizona operations, supported by 6.6 billion in grants and up to 5 billion in loans under the CHIPS and Science Act.
Insatiable Demand
Despite entering volume production, Blackwell remains effectively sold out through mid-2026, with a backlog of 3.6 million units from Amazon, Microsoft, Google, and Oracle. Meta has separately targeted 1.3 million units. The transition to liquid-cooled racks, each drawing over 120 kilowatts of power, has triggered a wholesale overhaul of data centre infrastructure.What Comes Next
Nvidia is already shipping Blackwell Ultra B300 chips with 288 gigabytes of HBM3e memory while simultaneously preparing its next-generation Vera Rubin architecture, which Huang described as comprising six advanced designs. Cloud providers including AWS, Google Cloud, and Microsoft are expected to be among the first to deploy Vera Rubin-based instances later in 2026.Published February 7, 2026 at 7:52am
