Google unveils AI science, Gemini 3.5 Flash at I/O 2026

Google's AI products now process an astounding 3.2 quadrillion AI tokens monthly, a seven-fold surge from last year, even as the company adjusts its premium AI pricing and holds back its most anticipated model. The massive computational effort, processing 3.2 quadrillion AI tokens monthly, underscores the widespread integration of AI-driven science advancements announced at Google I/O 2026 across its services. The seven-fold surge in AI token processing indicates a pervasive reach into user interactions.

Google is rapidly integrating advanced AI into its core products and expanding into new scientific domains, but it's also making strategic pricing adjustments and delaying its most anticipated model, Gemini 3.5 Pro. This dual approach creates a tension between immediate innovation and broader market strategy.

Google is prioritizing broad AI adoption and practical application over immediate, top-tier model releases, suggesting a long-term strategy to embed AI deeply across its ecosystem and secure market share, even if it means tempering expectations for some cutting-edge announcements. This approach aims for long-term dominance.

• Google's AI products consumed 3.2 quadrillion AI tokens monthly, a seven-fold surge from the previous year, according to Business Insider.
• Google did not launch its biggest new model, Gemini 3.5 Pro, as expected at I/O 2026, according to Business Insider.
• Gemini 3.5 Flash, a new model combining frontier intelligence with action, is available for everyone today across Google's products and APIs, according to MacRumors.
• Google Search is receiving its biggest-ever makeover with AI features integrated into the search box and background agents, according to Business Insider.
• Google is introducing a new, lower-cost premium tier at $100/month, according to a blog.
• The top-tier AI Ultra plan is reduced from $250 to $200, according to a blog.

How is Google Shifting its AI Strategy?

Google did not launch its biggest new model, Gemini 3.5 Pro, at I/O 2026 as widely anticipated, according to Business Insider. This delay stands in contrast to the immediate availability of Gemini 3.5 Flash, a new model blending frontier intelligence with action, now accessible across Google's products and APIs, according to MacRumors. The delay of Gemini 3.5 Pro and immediate availability of Gemini 3.5 Flash indicates a deliberate rollout designed to capture both mass market and enterprise users without cannibalizing future high-end releases.