# Google's "Frozen v2" chip reportedly bakes Gemini's architecture directly into silicon for efficiency gains

> Source: <https://the-decoder.com/googles-frozen-v2-chip-reportedly-bakes-geminis-architecture-directly-into-silicon-for-efficiency-gains/>
> Published: 2026-07-20 18:08:33+00:00

Google is developing "Frozen v2," a server chip that bakes the Gemini architecture directly into hardware. According to internal sources, it could be 6 to 10 times more efficient than current TPUs. Scheduled for 2028, the chip would drastically cut Google's AI inference costs and could give the company a price advantage over OpenAI and Anthropic.

The article [Google's "Frozen v2" chip reportedly bakes Gemini's architecture directly into silicon for efficiency gains](https://the-decoder.com/googles-frozen-v2-chip-reportedly-bakes-geminis-architecture-directly-into-silicon-for-efficiency-gains/) appeared first on [The Decoder](https://the-decoder.com).