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What is Gemini 4 Carbon?

Gemini 4 Carbon is an advanced multimodal artificial intelligence model developed by Google DeepMind for cybersecurity research, software engineering, long-horizon autonomous agents, and complex analytical workflows. The model builds on Gemini 4 Argon with improvements in reasoning, coding, scientific tasks, multimodal understanding, and sustained execution of multistep engineering projects. Its cybersecurity capabilities cover the vulnerability management lifecycle, including identifying software weaknesses, verifying exploitability, and generating patches that address underlying security flaws. In Google's published evaluations, Gemini 4 Carbon achieved 88.2% on SEC-bench Pro for vulnerability discovery, 54.8% on ExploitGym for exploit validation, and 71.0% on CWE-bench for vulnerability remediation. Internal evaluations also showed more than twice the secure code generation success rate of Gemini 4 Argon. The model supports long-running agentic workflows that can investigate difficult bugs, analyze large software repositories, and perform iterative problem-solving across extended execution periods. Its software development capabilities include code generation, debugging, low-level systems analysis, full-stack web development, and automated implementation of complex engineering tasks. Gemini 4 Carbon incorporates a multilayered safety architecture with misuse prevention, prompt injection defenses, behavioral monitoring, and controls intended to reduce unauthorized actions. Google reports improvements in factual reliability, task completion, and instruction alignment, including approximately half as many unsupported claims compared with Gemini 4 Argon in internal evaluations.

What is Gemini 3.8 Live?

Gemini 3.8 Live is Google DeepMind’s real-time multimodal voice model for developers building conversational agents that can listen, speak, reason, use tools, and complete tasks during live interactions. Unlike traditional voice systems that combine separate speech recognition, language, and text-to-speech components, Gemini 3.8 Live provides a native speech-to-speech architecture intended to create more fluid conversational experiences. The model can continue streaming an audio response while asynchronous function calls execute in the background, reducing pauses when an agent needs information from external services. This makes it suitable for applications such as customer service, scheduling, transactions, enterprise assistants, interactive training, and other workflows that require both conversation and action. Gemini 3.8 Live can consume visual context alongside audio, allowing developers to create agents that respond to what a user is saying as well as what a camera or visual input is showing. Incremental content updates let applications combine real-time dialogue with structured information and update responses as new data arrives. The model supports more than 97 languages and is designed to provide consistent accents across multilingual conversations. It also improves recognition of alphanumeric information such as confirmation codes, policy numbers, claim identifiers, technical values, and other data where transcription precision is important. For more demanding workflows, Gemini 3.8 Live Extended Thinking provides configurable reasoning that can work through complex multi-step problems in the background while the main conversation continues. Developers can access Gemini 3.8 Live through the Gemini Live API and Google AI Studio, with ecosystem integrations available through platforms including LiveKit, Pipecat, Agora, Fishjam, LangChain, Vercel, and Vision Agents.

Media

Media

Integrations Supported

Gemini
Gemini Enterprise
Gemini Enterprise Agent Platform
Google AI Studio
.NET
Android Studio
C#
CSS
Cursor
Gemini Computer Use
Gemini Spark
Kubernetes
OpenClaw
PHP
R
Replit
Rust
Vercel AI Gateway
Wikis.ai

Integrations Supported

Gemini
Gemini Enterprise
Gemini Enterprise Agent Platform
Google AI Studio
Vision Agents

API Availability

Has API

API Availability

Has API

Pricing Information

$2 per 1M tokens (input)
$2 per million input tokens and $10 per million output tokens, with cached input tokens priced at 95% off input token price.

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Not specified

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

Google

Date Founded

1998

Company Location

United States

Company Website

gemini.com

Company Facts

Organization Name

Google

Date Founded

1998

Company Location

United States

Company Website

gemini.google.com

Categories and Features

AI Coding Models

Not specified

AI Models

Not specified

AI Reasoning Models

Not specified

AI Vision Models

Not specified

Foundation Models

Not specified

Large Language Models

Not specified

Multimodal Models

Not specified

Categories and Features

AI Models

Not specified

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