Alphabet, Google's parent company, is designing an advanced AI chip called ‘Frozen v2’ to run its Gemini models much more efficiently. The chip is expected to be released by 2028 and could offer up to 10 times better power efficiency compared to current solutions.
- Frozen v2 chip planned for 2028 release
- Potentially 6 to 10 times more power efficient
- Part of Google's $180–190 billion AI investment strategy
What happened
Alphabet is developing a new AI chip internally known as Frozen v2, aimed at running its Gemini AI models far more efficiently than existing hardware. The chip reportedly could be six to ten times more efficient in terms of tokens generated per unit of power compared to Google’s current AI processors.
While Google has not confirmed the project outright, it acknowledged ongoing research and experimentation in hardware-software co-design to maximize system performance and efficiency. Frozen v2 is expected to debut around 2028, positioning Google to better compete in the evolving AI chip market.
Why it matters
The AI industry faces growing pressure to balance the massive compute demands of large language models with rising operational costs and supply constraints. By developing its own custom chip, Google aims to improve cost-efficiency and reduce dependency on external chip suppliers like Nvidia, which currently dominate the AI hardware space.
This initiative aligns with Google’s broader AI investment strategy, where it has pledged $180 billion to $190 billion to bolster its AI capabilities. A breakthrough in chip efficiency could provide a competitive edge, easing concerns from investors about the scale of Google’s AI spending and its long-term profitability.
What to watch next
Industry watchers will be closely monitoring further details on Frozen v2’s design, performance benchmarks, and production timeline. Google’s ability to transition the chip from development into commercial deployment will be critical for the success of its Gemini AI models and overall AI strategy.
Additionally, competitor moves around AI chip development, including OpenAI’s Jalapeño chip and Anthropic’s potential partnership with Samsung, will shape the competitive landscape. How Google navigates hardware innovation while balancing costs will influence investor sentiment ahead of its upcoming earnings report.