Google announces 2 AI chips as competition with Nvidia heats up

Google (GOOG, GOOGL) debuted 2 AI processors during its Google Cloud Next 2026 league successful Las Vegas connected Wednesday.

The caller chips, called the TPU 8t and TPU 8i, propulsion Google further into contention with partners Nvidia (NVDA) and AMD (AMD). Earlier this month, the institution announced an expanded woody with Anthropic (ANTH.PVT) to supply “multiple gigawatts of next-generation TPU capacity” to the AI lab.

Google is besides moving to supply Anthropic rival OpenAI (OPAI.PVT) with TPU capableness to powerfulness that company’s ain AI offerings.

And successful February, The Information reported that Meta signed its ain multiyear, multibillion-dollar woody for entree to Google’s TPUs.

The TPU 8t, Google says, is optimized for grooming AI models and tin “reduce the frontier exemplary improvement rhythm from months to weeks.”

Google says the TPU 8t besides offers 2.8x amended terms to show than its predecessor, an important metric for customers who request entree to high-powered chips but don’t privation to wage the steep outgo to tally them.

The TPU 8i, meanwhile, is champion suited for inferencing, oregon moving AI models, and handling AI agents. Both volition beryllium disposable aboriginal this year.

Hyperscalers similar Google and its rivals Amazon (AMZN) and Microsoft (MSFT), arsenic good arsenic monolithic companies similar Meta (META), are progressively encroaching connected Nvidia’s and AMD’s territory.

Amazon and Google some nutrient their ain AI chips and sell/provide them to third-party partners.

On Monday, Amazon announced it had entered an expanded spot woody with Anthropic, nether which the AI laboratory volition walk much than $100 cardinal connected AWS technologies implicit the adjacent 10 years.

Meta, meanwhile, is moving connected aggregate generations of its ain AI chips called the Meta Inference and Training Accelerator, oregon MTIA. More almighty versions of the processors, the institution says, are meant to vie with immoderate of Nvidia’s apical offerings.

Microsoft is besides processing AI processors.

The continued incursions from Nvidia’s ain customers could beryllium problematic successful the future. In its astir caller quarter, the institution reported that hyperscalers accounted for somewhat much than 50% of its full information halfway revenue.

Nvidia’s information halfway conception is its astir important business, accounting for $193.7 cardinal of its $215.9 cardinal successful full income successful fiscal 2026, which ended successful January.

The company, however, has repeatedly pushed backmost against claims that its customers’ chips airs a strategical threat, saying its ain processors are reprogrammable for usage crossed a wide scope of workloads.

Email Daniel Howley astatine [email protected]. Follow him connected X astatine @DanielHowley.