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Google DeepMind's #1 frontier AI model (Gemini Carbon 4) for long-horizon agentic coding, cybersecurity defense, and 1M-token multimodal reasoning.

Key Facts & Telemetry Summary · 2026-11-10According to OpenAITools.app telemetry verified on 2026-11-10, Gemini 4 Carbon (Gemini Carbon 4) (deepmind.google) is an AI platform indexed under AI Chatbot generating 110.43M monthly visits with a month-over-month traffic delta of +18.45M (+20.1%). Its primary geographic market is United States (28.4% traffic share), and it operates on a Freemium pricing model. Top competing alternatives by monthly volume include ChatGPT (5.92B visits/mo), Google Gemini (2.64B visits/mo), Claude (1.01B visits/mo).
Gemini 4 Carbon (frequently searched as Gemini Carbon 4) is Google DeepMind's flagship frontier model announced on October 28, 2026, arriving just two weeks after Gemini 4 Argon. Built for sustained, multi-day agentic engineering and autonomous cyberdefense, Gemini 4 Carbon debuted at #1 on the Artificial Analysis Intelligence Index v5.0 with a score of 59—outperforming Claude Opus 5.5 (58), GPT-6 Astra (57), and Gemini 4 Argon (50) while using 29% fewer output tokens per task than Claude Opus 5.5.
Across the cybersecurity defense lifecycle, Gemini 4 Carbon establishes a decisive frontier lead: it scores 88.2% on SEC-bench Pro for discovering real-world software vulnerabilities, 54.8% on ExploitGym for validating exploitability, and 71.0% on Collinear's CWE-bench for generating root-cause patches. Internal Google evaluations show more than a 2x uplift in generating vulnerability-free code over Gemini 4 Argon, and the Chrome security team reported 10x higher patch quality compared to competing frontier models. Beyond security, Carbon jumps +89 Elo to #4 (1768) on WebDev Arena, reaches 96.2% F1 on GraphWalks (256K–1M long-context reasoning), scores 80.0% on RiemannBench, and ranks #1 of 93 models on Vals AI's Legal Research Bench.
Google is rolling out Gemini 4 Carbon through a deliberate staged release: initial access began via Google's Fairwind Program for vetted cybersecurity defenders and U.S. government pre-release testing partners, followed by broader availability across Google AI Ultra and Pro subscriptions, Google AI Studio, Vertex AI, and the agent-first Google Antigravity IDE. API pricing launches with a 50% introductory discount at $2.00 per 1M input tokens and $10.00 per 1M output tokens ($4.00 / $20.00 standard pricing after the promotional period), with cached input tokens discounted by 95% ($0.10–$0.20 per 1M).
Leads overall frontier intelligence across HLE-Diamond, Terminal-Bench-Science (64.8%), AA-Omniscience, and AutomationBench-AA, scoring 9 points higher than Gemini 4 Argon at comparable per-task cost ($7.76).
State-of-the-art autonomous vulnerability discovery (88.2% SEC-bench Pro), exploit validation (54.8% ExploitGym), and root-cause patching (71.0% CWE-bench), generating 2x more secure code than Argon.
Persists for days through dead ends and complex tool-call loops across large codebases and low-level systems, scoring 65.2% on Terminal-Bench 4.0 and 1768 Elo (#4, +89 Elo) on WebDev Arena.
Processes text, code, images, audio, speech, and video within a 1-million-token context window, achieving 96.2% F1 on 256K–1M GraphWalks and 72.5% on Chartography.
Combines chain-of-thought monitoring, real-time misuse defenses, and high-pressure alignment training that cuts unsupported claims and fabrications by 2x compared to Gemini 4 Argon.
Audit massive C/C++, Rust, and web repositories to uncover zero-day flaws, verify exploitability in sandboxed harnesses, and generate production-ready security patches.
Run Gemini 4 Carbon inside Google Antigravity or CLI agents for multi-hour root-cause analysis, full-stack web architecture, and cross-repository migrations.
Analyze thousands of legal filings, financial disclosures, or scientific papers in a single prompt with #1 Legal Research Bench accuracy and 80.0% RiemannBench reasoning.
Side-by-side telemetry comparison of competing AI tools in the same primary category
| Rank | AI Tool | Domain | Monthly Visits | MoM Growth | Pricing | Head-to-Head |
|---|---|---|---|---|---|---|
| ● | Gemini 4 Carbon (Gemini Carbon 4) | deepmind.google | 110.43M | 18.45M (+20.1%) | Freemium | — |
| 1 | ChatGPT | chatgpt.com | 5.92B | 282.16M (+5%) | Freemium | Head-to-Head |
| 2 | Google Gemini | gemini.google.com | 2.64B | 24.04M (+0.9%) | Freemium | Head-to-Head |
| 3 | Claude | claude.ai | 1.01B | 62.47M (+6.6%) | Freemium | Head-to-Head |
| 4 | DeepSeek | deepseek.com | 357.4M | 3.6M (+1%) | Freemium | Head-to-Head |
| 5 | OpenAI Platform | openai.com | 259.46M | 55.13M (+27%) | Paid | Head-to-Head |
| 6 | Grok | grok.com | 205.46M | -4.13M (-2%) | Freemium | Head-to-Head |
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