Gemini 4 Carbon: What Google’s Newest AI Model Means for SEO and AI Search

AI search news

Short answer: Gemini 4 Carbon is the Google DeepMind model announced on October 28, 2026, which Google calls its “strongest model,” built for long-running agentic and cybersecurity work. As of November 1, 2026 it is a limited release for a subset of cyber defenders and trusted partners. It is not in the Gemini app, AI Mode, AI Overviews or the public API. The Gemini 4 model you can use in Google Search today is Gemini 4 Argon, which reached AI Mode for Pro and Ultra subscribers on October 13. Some videos and posts call it “Gemini 4.0 Cobalt,” but Google’s name for the model is Carbon.

By Garry Grant, CEO of SEO Inc. Updated November 1, 2026. Every fact below links to its source.

Oct 28Date Google announced Gemini 4 Carbon, two weeks after Gemini 4 Argon.
#1Rank on the Artificial Analysis Intelligence Index v5.0, with a score of 59.
$2 / $10Google’s introductory price per 1M input / output tokens. The standard price is $4 / $20.
Not in SearchCarbon is not in AI Mode or AI Overviews. Argon is the Gemini 4 model in AI Mode.
The model

What is Gemini 4 Carbon?

Google DeepMind introduced Gemini 4 Carbon on October 28, 2026 in a post by Koray Kavukcuoglu, SVP of Google DeepMind and Google’s Chief AI Architect, titled “Gemini 4 Carbon: our next frontier model.”

Google positions Carbon for sustained agentic work: tasks that run for hours or days, such as finding the root cause of a bug across a large codebase and patching it. It builds on Gemini 4 Argon, released October 13, and uses the same safety stack. Google reports these results from its own internal testing:

Secure code

More than twice Argon’s success rate at generating secure code.

Fewer unsupported claims

About half as many unsupported claims as Argon.

Alignment

Nearly 80% fewer high-severity misalignment alerts in internal coding environments.

The Gemini 4 family has two models so far, Argon and Carbon. Google has not published a Pro/Flash tier structure for Gemini 4, and Gemini 3.x models, including Gemini 3.8 Flash, are still listed in the developer docs.

Name check

Is it Gemini 4 Carbon or Gemini 4.0 Cobalt?

The official name is Gemini 4 Carbon. Google’s launch post, the Gemini developer docs and independent benchmark sites all use “Carbon.” We found no Google or DeepMind source for a model called “Cobalt.” If you have seen “Gemini 4.0 Cobalt” in a video title or a social post, it refers to Carbon, the model Google announced on October 28, 2026.

Many YouTube creators covered the launch within days, including Paul J Lipsky, WorldofAI and Bruno Vega. The videos are useful for seeing the model at work, but treat claims in a video title (for example, that Carbon “clearly beat” every rival) as opinion until a benchmark backs them. The independent scores below give the fuller picture.

Performance

Gemini 4 Carbon benchmarks: Google and independent scores

BenchmarkGemini 4 CarbonSource
Artificial Analysis Intelligence Index v5.059, ranked #1 (Argon about 50)Artificial Analysis
Coding Agent Index59 (Claude Code with Opus 5.5: 62)Artificial Analysis
Hallucination rate11% (Argon: 4%)Artificial Analysis
Vals Index70.36%, ranked #2Vals AI
Vals Finance Index66.35%, ranked #1Vals AI
Legal Research Bench55.77%, ranked #1Vals AI
SEC-bench Pro (finding vulnerabilities)88.2%Google
CWE-bench (patching)71.0%Google
ExploitGym54.8%Google
Gray Swan prompt-injection attack success0.0% (Argon: 0.7%)Google

Two caveats. Google says its cyber benchmarks were run without guardrails, and the ExploitGym score used a 10-hour time limit; one independent review reports 53.5% at 6 hours. Carbon leads most general indexes but not every one: Artificial Analysis still ranks Claude Code with Opus 5.5 ahead of it on coding agents.

Gemini 4 Carbon benchmark scoresBar chart of Gemini 4 Carbon benchmark scores, from 88.2 percent on SEC-bench Pro to 54.8 percent on ExploitGym, ranked first on the Artificial Analysis Intelligence Index. GOOGLE AND INDEPENDENT TESTS Gemini 4 Carbon benchmark scores SEC-bench Pro 88.2% CWE-bench patching 71.0% Vals Index (#2) 70.36% Vals Finance (#1) 66.35% AA Intelligence (#1) 59 Legal Research (#1) 55.77% ExploitGym 54.8% Sources: Google (cyber benchmarks, run without guardrails), Artificial Analysis and Vals AI, Oct 28-29 2026. SEO Inc. | seoinc.com
Gemini 4 Carbon’s published scores across Google and independent benchmarks.
Access and pricing

Who can use Gemini 4 Carbon, and what does it cost?

As of November 1, 2026, Carbon is a limited release. Google says it is available to “a subset of cyber defenders,” with access widening gradually to trusted partners through Google DeepMind’s Fairwind Program. Governments, critical infrastructure operators and core technology platforms get priority, and organizations apply through their Google Cloud account team. Google has not given a date for wider access, saying only that developers, businesses and consumers will get it “as soon as possible.”

Gemini 4 ArgonGemini 4 Carbon
ReleasedOctober 13, 2026October 28, 2026
Gemini appYes, AI Pro and UltraNo
Google AI ModeYes, Pro and Ultra (model menu)No
Gemini API / AI StudioYesNo (Fairwind partners only)
Price per 1M tokens$2 in / $10 out introductory, then $4 / $20$2 in / $10 out introductory, then $4 / $20
Context window1M tokens (Google)1M tokens (third-party listings; Google has not stated it)

Google’s introductory pricing for Argon ends November 30, 2026. Cached input is discounted 95%. One benchmark site describes $4 / $20 as the discounted rate, but we use Google’s published figures.

Argon vs Carbon: where you can use themComparison of Gemini 4 Argon and Gemini 4 Carbon availability in the Gemini app, AI Mode, the API and AI Overviews as of November 1, 2026. AVAILABILITY, NOV 1 2026 Argon vs Carbon: where you can use them Gemini 4 Argon Gemini 4 Carbon Released Oct 13, 2026 Oct 28, 2026 Gemini app AI Pro and Ultra Not yet Google AI Mode Pro and Ultra, model menu Not in Search Gemini API API and AI Studio Fairwind partners only Price / 1M tokens $2 / $10 intro, then $4 / $20 $2 / $10 intro, then $4 / $20 AI Overviews No change announced No change announced Source: Google launch posts for Argon and Carbon, Gemini API models page. SEO Inc. | seoinc.com
Argon is the Gemini 4 model in Search today; Carbon is a limited release.
SEO and AI search

Does Gemini 4 Carbon change Google Search?

Not yet. Google’s Carbon announcement does not mention Search, AI Overviews or ads.

The Gemini 4 change that already affects Search is Argon. On October 13, Google added Argon to the AI Mode model menu (the “+” icon) for Google AI Pro and Ultra subscribers, and Robby Stein, VP of Product for Search, said it is rolling out globally. Search Engine Roundtable reports that Argon’s AI Mode answers include links to sources. Free users still get the default model; Google made Gemini 3.5 Flash the global default at I/O in May, and has announced no change since.

That means two groups of people can now see different AI answers to the same question: paid subscribers on Argon and free users on the default model. Google has announced no changes to AI Overviews or Google Ads tied to either Gemini 4 model.

Recommendations

What businesses and marketers should do now

Don’t overpromise

Carbon is not changing AI Overviews or AI Mode today. Tell stakeholders the live change is Argon in paid AI Mode.

Make pages easy to cite

Argon’s AI Mode answers include links. Clear answers, one fact per sentence and visible sources make a page easier to quote.

Lead with verifiable facts

Google’s launch post leans on fewer unsupported claims. First-party data, named authors and linked sources give a model something to trust.

Track paid and free answers

Check AI visibility on both the default model and Argon, since the two audiences can see different answers.

Budget for API prices

If you build tools on Gemini 4, the introductory $2 / $10 pricing is scheduled to rise to $4 / $20.

Patch your site

Carbon’s cyber focus is a reminder that AI finds vulnerabilities faster. Keep your CMS, plugins and themes updated.

SEO Inc. helps businesses earn citations in Google AI Mode, AI Overviews, ChatGPT and Gemini. See our professional SEO services, our guide to the latest AI search changes, and our PPC management for paid search in AI results.

What to do about Gemini 4Five-step action plan for businesses after the Gemini 4 Carbon launch. ACTION PLAN What to do about Gemini 4 1 Set expectations Carbon is not in Search yet 2 Be citable Clear answers, visible sources 3 Verifiable facts First-party data, named authors 4 Track both Free and paid AI Mode answers 5 Patch your CMS AI finds flaws faster SEO Inc. | seoinc.com
Five steps for marketers after the Gemini 4 launches.

Gemini 4 Carbon FAQ

What is Gemini 4 Carbon?

Gemini 4 Carbon is a Google DeepMind AI model announced on October 28, 2026. Google calls it its strongest model, with state-of-the-art cybersecurity and long-horizon agentic capabilities. It builds on Gemini 4 Argon, released October 13, 2026.

Is it called Gemini 4 Carbon or Gemini 4.0 Cobalt?

Google’s official name is Gemini 4 Carbon. There is no Google model called Gemini 4 Cobalt; the name appears in some videos and posts but refers to Carbon.

When was Gemini 4 Carbon released?

Google announced Gemini 4 Carbon on October 28, 2026 as a limited release. Broader access for developers, businesses and consumers has no published date.

Can I use Gemini 4 Carbon?

Not yet, for most people. As of November 1, 2026, Carbon is available to a subset of cyber defenders and is widening to trusted partners through Google DeepMind’s Fairwind Program, applied for through a Google Cloud account team. It is not in the Gemini app, AI Studio or the public Gemini API.

Does Gemini 4 Carbon power Google AI Mode or AI Overviews?

No. Google’s announcement does not mention Search. The Gemini 4 model in AI Mode is Gemini 4 Argon, available to Google AI Pro and Ultra subscribers through the model menu since October 13, 2026.

How much does Gemini 4 Carbon cost?

Google lists an introductory price of $2 per million input tokens and $10 per million output tokens, rising to $4 and $20, with cached input discounted 95%. Access is currently limited to Fairwind partners.

How does Gemini 4 Carbon rank on benchmarks?

Artificial Analysis ranks it #1 on its Intelligence Index v5.0 with a score of 59. Vals AI ranks it #2 on the Vals Index and #1 on its Finance Index and Legal Research Bench. Claude Code with Opus 5.5 still scores higher on the Artificial Analysis Coding Agent Index.

What does Gemini 4 Carbon mean for SEO?

Nothing changes in Search today because Carbon is not in AI Mode or AI Overviews. The practical steps are to make pages easy for AI to cite, lead with verifiable facts and sources, and track AI visibility for both free and paid AI Mode users.

Want to be the source AI answers cite?

We will check how your brand shows up in Google AI Mode, AI Overviews, ChatGPT and Gemini, and build a plan to earn more citations. Prefer to talk? Call 877.736.0006.

Author

  • Garry Grant

    Garry Grant is the founder and CEO of SEO Inc., the SEO company he started in 1997. For nearly three decades he has built search programs around one question: what will grow your business? His work spans local companies, ecommerce stores and franchise networks, along with brands such as SC Johnson, McAfee and Sony. Garry created UC San Diego's college-accredited SEO and SEM course in 2010, has been featured in The New York Times, The Wall Street Journal and Entrepreneur, and now leads SEO Inc.'s AI search and GEO work.