AITOPAI热报
Models91°

Gemini 4 Carbon 上线 Gemini API，Ultra 订阅者可用

Official accountLogan Kilpatrick@OfficialLoganK
Post
View the post
Why we picked it

Google 在 Argon 发布几周后就跟上 Gemini 4 Carbon，主打代码和网络安全方向，API 开发者和 Ultra 订阅用户现在就能用。如果你在用 Argon 遇到过问题，这版据说改了不少反馈点。

Google 发布 Gemini 4 Carbon，通过 Gemini API 开放，并向 Gemini Ultra 订阅者提供。发布时间距上一代模型 Argon 上线仅数周，节奏明显加快。官方表示 Carbon 针对用户对 Argon 的反馈做了大量改进。

Body

在能力侧重上，Gemini 4 Carbon 主打网络安全、知识工作和代码三大方向，官方称在这几个领域推进了前沿水平。与 Argon 相比，Carbon 更像是快速迭代版，优先消化前代用户的反馈而非拉长研发周期。

对开发者来说，可以直接通过 Gemini API 调用新模型测试代码和网络安全相关任务的表现；对 Ultra 订阅者则无需额外付费即可在订阅内体验。这种数周一版的迭代方式也和当前各家实验室的快速发布节奏一致。

Original · Logan Kilpatrick

Gemini 4 Carbon, now available in the Gemini API and to Ultra subscribers! Just a few weeks after Argon was launched, this model makes significant progress on lots of the feedback from Argon and pushes the frontier in cyber, knowledge work, and code! It's a great model : )📊 113 ⚡

Industry Coordinates & Source Verification

This report is categorized under AITOP's "Models" desk, focusing on US frontier AI labs and Silicon Valley technology leaders. Within our cross-regional analytical framework, it directly maps to US-China foundation model benchmarks and commercialization comparison and AI developer toolchains, coding agents, and engineering workflows. Key entities and technical topics under continuous tracking include Gemini 4 Carbon, Gemini API, Argon, 编程助手.

Source attribution: curated from Logan Kilpatrick (@OfficialLoganK).

#Gemini 4 Carbon#Gemini API#Argon#编程助手

Keep reading

Recent stories with the same tag or section
ModelsUS vs ChinaMulti-source00:05
Chinese contentGoogle 公开发布 Gemini 4 Carbon，主打智能体“蜂群”功能

Google 把只给安全防御者用两周的 Gemini 4 Carbon 开放给所有人了，多智能体蜂群协作是这次最大的看点，可以直接拿来和 Claude、OpenAI 的旗舰模型对比跑分，做智能体应用的开发者值得上手试试。

#Gemini 4 Carbon#Google#Anthropic#OpenAI
Event
Official accounttheverge@Robert HartSource
ModelsUS vs ChinaMulti-source86°03:50
Chinese contentAnthropic 发布 Claude Fable 5.2，登顶 Artificial Analysis 智能指数

Anthropic 的新旗舰模型，科学推理和编程基准刷了一堆纪录，比如 HLE-Diamond 拿到 80%。有意思的是调低 effort 档反而更划算，输出 token 用得更少还能赢 Opus 5.5。做科学计算、代码开发的团队值得看下这笔成本账。

#Claude Fable 5.2#Anthropic#Gemini 4 Carbon#推理模型
Event
Official accountArtificial Analysis@ArtificialAnlysSource
ModelsBuildersMulti-sourceSelected02:23
Agent Arena data shows 66% cost gap in hour-long agent tasks

For hour-long agent workloads, the cheapest model is not automatically the right one: Claude Opus 5.5 scores higher but costs twice as much per hour as Gemini 4 Carbon. Teams running long-horizon agents can use these per-hour cost and time figures to match model choice to budget and quality needs. The 55-minute spread among frontier models also suggests task duration, not just accuracy, should enter model selection criteria.

#Claude Opus 5.5#Gemini 4 Carbon#GPT-6 Astra#Kimi K3.1 Pro
Event
lmarena.ai@lmarena_aiSource