Average Ratings 0 Ratings
Average Ratings 0 Ratings
Description
Gemini 4 Carbon is a frontier AI model developed by Google DeepMind to support advanced cybersecurity defense, autonomous software engineering, and complex reasoning tasks. The model builds on Gemini 4 Argon with improvements in coding accuracy, long-running agent workflows, scientific problem-solving, and multimodal understanding. Its cybersecurity capabilities include identifying software vulnerabilities, validating exploitability, analyzing security risks, and generating code patches that address underlying defects. Gemini 4 Carbon achieved 88.2% on SEC-bench Pro for vulnerability detection, 54.8% on ExploitGym for exploit validation, and 71.0% on CWE-bench for vulnerability remediation in Google's reported evaluations. Its long-horizon agentic capabilities allow the model to investigate complex engineering problems, navigate dead ends, and coordinate tasks that may require extended execution. Software development features include repository-level debugging, secure code generation, full-stack web development, and automated remediation of difficult programming issues. The model also includes improved factual reliability, prompt injection resistance, instruction following, and safeguards against unintended actions. Google reports that Gemini 4 Carbon ranks first on the Artificial Analysis Intelligence Index version 5.0 with a score of 59.
Description
Inception Labs is at the forefront of advancing artificial intelligence through the development of diffusion-based large language models (dLLMs), which represent a significant innovation in the field by achieving performance that is ten times faster and costs that are five to ten times lower than conventional autoregressive models. Drawing inspiration from the achievements of diffusion techniques in generating images and videos, Inception's dLLMs offer improved reasoning abilities, error correction features, and support for multimodal inputs, which collectively enhance the generation of structured and precise text. This innovative approach not only boosts efficiency but also elevates the control users have over AI outputs. With its wide-ranging applications in enterprise solutions, academic research, and content creation, Inception Labs is redefining the benchmarks for speed and effectiveness in AI-powered processes. The transformative potential of these advancements promises to reshape various industries by optimizing workflows and enhancing productivity.
API Access
Has API
Yes
API Access
Has API
No
Integrations
Agent Search on Gemini Enterprise Agent Platform
Yes
C
Yes
Factory Droid
Yes
Gemini 3.5 Flash
Yes
Gemini 3.5 Flash-Lite
Yes
Gemini 3.8 Flash Cyber
Yes
Gemini Enterprise Agent Platform Notebooks
Yes
Google
Yes
Google AI Overviews
Yes
Google Antigravity
Yes
Integrations
Agent Search on Gemini Enterprise Agent Platform
No
C
No
Factory Droid
No
Gemini 3.5 Flash
No
Gemini 3.5 Flash-Lite
No
Gemini 3.8 Flash Cyber
No
Gemini Enterprise Agent Platform Notebooks
No
Google
No
Google AI Overviews
No
Google Antigravity
No
Pricing Details
$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.
Free Trial
No
Free Version
No
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Founded
1998
Country
United States
Website
gemini.com
Vendor Details
Company Name
Inception Labs
Founded
2024
Country
United States
Website
www.inceptionlabs.ai/