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AI CURATED HOT STORY · 11/11/2026

Google Releases Gemini 4 Carbon and Previews Agent Swarm

10 reports archived10 independent sourcesupdated 11/11/2026, 06:43:37
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10 Sources Cross-Validated

Google has made Gemini 4 Carbon, its most powerful model to date, available to all paid developers and AI Ultra subscribers, just two weeks after a targeted release to cybersecurity defenders through the Fairwind program. Carbon is positioned for extreme complex tasks such as multi-step coding, open-ended research, and cybersecurity, complementing the earlier Gemini 4 Argon, which remains the go-to for most software engineering and knowledge work.

Technically, Carbon ranks first on CursorBench 4.0, WANDR, and AutomationBench, with per-task cost less than half that of the next-best external model. Early tests show its Terminal-Bench cheating rate and prompt injection success rate on the Gray Swan benchmark both dropped to 0%, secure code writing is twice as fast as Argon, and it discovered 88% of vulnerabilities on Sec-Bench Pro. Pricing matches Argon at $2/$10 per million input/output tokens, with a 95% discount on cached input, though it consumes more tokens during reasoning and verification. Additionally, Google previewed a swarm feature on its Antigravity agent platform to enhance long-horizon agent collaboration.

This move signals Google's return to the front tier, competing with Anthropic and OpenAI. Carbon's breakthroughs in security and long-horizon tasks provide a reliable foundation for unattended agents, while the swarm feature points to a future of multi-agent collaboration, potentially reshaping how developers build complex AI applications.

LATEST/Google has expanded Gemini 4 Carbon from the Fairwind targeted test to all paid developers and AI Ultra subscribers, and previewed the swarm feature on its Antigravity platform. Carbon ranks first on multiple benchmarks with per-task cost less than half that of the next-best model, excelling in security and long-horizon tasks.

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Total 10 reports · Latest first
  1. IT之家 · 智能时代T2·88 pts
    • Gemini 4 Carbon is Google's strongest reasoning model, spending more reasoning tokens on hypothesis exploration and verification in complex tasks
    • Supports a unified ~1.05M-token context window, with max output extendable to the same scale via Long Decode
    • Introductory pricing is $2 per million input and $10 per million output tokens, doubling after November 30, 2026
  2. Rohan Paul (@rohanpaul_ai)T2·78 pts
    • Gemini 4 Carbon exits a two-week Fairwind cybersecurity-only preview and opens to all paying developers and AI Ultra subscribers
    • Pricing matches Gemini 4 Argon at $2/$10 per 1M input/output tokens, but it spends more tokens on reasoning and verification
    • Ranks first on CursorBench 4.0, WANDR and AutomationBench at less than half the per-task cost of the next-best outside model