Google rolls out Gemini 4 Carbon for select cybersecurity defenders via Fairwind, priced $2 per M input tokens and $10 per M output tokens, rising to $4 and $20 later.
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| Source: Techmeme | Original article
Google is rolling out Gemini 4 Carbon to select cybersecurity defenders via Fairwind, priced at $2 per million input tokens and $10 per million output tokens, later rising to $4 and $20.
Google unveiled its newest frontier model, Gemini 4 Carbon, on 28 October 2026 and is beginning a staged rollout that targets a select group of cybersecurity defenders through the company’s Fairwind program. The initial cohort will access the model at a price of $2 per 1 million input tokens and $10 per 1 million output tokens, with rates slated to double to $4 and $20 later in the rollout.
Google positions Gemini 4 Carbon as its most capable AI system for software engineering and cyber‑defense tasks, emphasizing safety and reliability in its design. By delivering the model first to security teams, the company aims to test its safeguards in a high‑stakes environment while giving defenders a powerful tool for threat detection, vulnerability analysis and automated response.
The move matters for several reasons. It marks Google’s first major foray into AI‑driven cybersecurity, a space where rivals such as OpenAI and Anthropic have already introduced specialized coding and security assistants. The pricing structure signals a willingness to monetize advanced AI services beyond consumer search, potentially opening a new revenue stream as core advertising growth slows. Moreover, the early‑access strategy could set a benchmark for how large AI firms balance capability with risk mitigation in sensitive applications.
Watch for Google’s next steps as the Fairwind trial expands. Key indicators will include the model’s performance against real‑world attacks, the effectiveness of its safety controls, and the timeline for broader availability to developers, enterprises and consumers. The rollout also raises questions about how competitors will respond and whether pricing will stabilize or continue to rise as demand for AI‑enhanced security solutions grows.
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