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Google 发布 Gemini 4 Carbon,主打网络安全能力提升

原标题:Google launches Gemini 4 Carbon with a ‘significant leap’ in cybersecurity

Google 发布最新前沿模型 Gemini 4 Carbon,称其在编码、智能体任务和网络安全方面有显著提升,并在 Artificial Analysis Intelligence Index (v5.0) 上排名第一,领先 Claude Opus 5.5 和 GPT-6 Astra。该模型是本月早些时候发布的 Argon 的升级版,目前仅向部分网络安全防御公司开放,后续将扩展到 Fairwind Program 的其他合作伙伴。

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原文给出了 Gemini 4 Carbon 的基准排名和限量开放范围,读者可以据此判断它与前代和竞品的相对位置。

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原文

Emma Roth

Emma Roth

is a news writer who covers the streaming wars, consumer tech, crypto, social media, and much more. Previously, she was a writer and editor at MUO.

Google has released its latest frontier model, Gemini 4 Carbon, offering “significant gains” in coding, agentic tasks, and cybersecurity. In an announcement on Wednesday, Google highlights Carbon’s top spot on the Artificial Analysis Intelligence Index (v5.0) benchmark, with Claude Opus 5.5 and GPT-6 Astra trailing behind.

The new Gemini 4 Carbon model offers improvements over Argon, which Google released earlier this month. It’s currently only available to a select group of cybersecurity defense companies, but it will eventually expand to other partners in its Fairwind Program.

Carbon sits ahead of Claude Opus 5.5 and GPT-6 Astra.

The company says Carbon reflects the “pace at which we’re pushing the frontier forward,” coming with a “significant leap” in cyberdefense that makes it better at finding vulnerabilities and generating secure code. Carbon currently holds the number one spot on SEC-bench Pro, a benchmark that measures an AI model’s ability to discover real-world bugs, and ExploitGym, which measures how a model can turn a vulnerability into exploits.

Gemini 4 Carbon also beat GPT-6 Astra on the SEC-bench Pro cybersecurity benchmark.

Google says Gemini 4 Carbon is built for completing longer tasks, adding that its internal teams have seen it “run for days to persist through dead ends to tackle complex, multi-step engineering tasks.” It’s also better at avoiding shortcuts, resisting prompt injection attacks, and collaborating with users, according to Google. Carbon is supposed to offer more “transparency and honesty” as well, by cutting “unsupported claims” by two times when compared to Argon.

It will launch at the same competitive introductory price as Argon, at $2 per million input tokens and $10 per million output tokens.

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  • Emma Roth

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事件综述

Google 发布 Gemini 4 Carbon,登顶 AA Index v5.0

2026年10月28日,Google 宣布发布前沿模型 Gemini 4 Carbon,距上一代 Gemini 4 Argon 仅两周。多来源报道称,该模型以 59 分登顶最新更新的 Artificial Analysis Intelligence Index v5.0(The Decoder 称 Argon 为 50 分),领先 Claude Opus 5.5 和 GPT-6 Astra。模型主打网络安全与长周期智能体编码能力:官方称其在安全评测中取得 SEC-bench Pro 88.2%、ExploitGym 54.8%、CWE-bench 71.0% 的成绩,在漏洞检测、验证和修复环节达到 SOTA。第三方评测表现分化:The Decoder 报道称其在 Vals AI 中以 70.36% 位居第二,落后 Claude Sonnet 5.5 的 70.85%;Agent Arena 也排第二,落后 Opus 5.5;幻觉率从 4% 升至 11%。Ars Technica 提到 Google 称其生成无漏洞代码的可能性是 Argon 的两倍,Chrome 团队称其生成高质量补丁的能力比非 Google 模型高 10 倍,WebDev Arena 得分提高 89 分、排名第四。发布节奏方面,模型目前处于分阶段发布,用户尚无法使用:本周先通过 Fairwind Program 向部分受信任的网络防御者开放,后续扩展至 Fairwind 其他合作伙伴,再更广泛可用。定价方面,The Decoder 称其与 Argon 相同,为每百万输入 token 2 美元、输出 token 10 美元,缓存输入享 95% 折扣。

其他来源的报道 6