Average Ratings 0 Ratings

Total 0 out of 5 stars
ease 0 out of 5 stars
features 0 out of 5 stars
design 0 out of 5 stars
support 0 out of 5 stars

No User Reviews. Be the first to provide a review:

Write a Review

Average Ratings 0 Ratings

Total 0 out of 5 stars
ease 0 out of 5 stars
features 0 out of 5 stars
design 0 out of 5 stars
support 0 out of 5 stars

No User Reviews. Be the first to provide a review:

Write a Review

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 

Screenshots View All

Screenshots View All

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 
HTML Yes 
Java Yes 
JetBrains Junie Yes 
Kotlin Yes 
Lua Yes 
R Yes 
Rust Yes 
Scala Yes 
XML Yes 
YAML 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 
HTML No 
Java No 
JetBrains Junie No 
Kotlin No 
Lua No 
R No 
Rust No 
Scala No 
XML No 
YAML 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

Google

Founded

1998

Country

United States

Website

gemini.com

Vendor Details

Company Name

Inception Labs

Founded

2024

Country

United States

Website

www.inceptionlabs.ai/

Product Features

Alternatives

GPT-6.1 Terra Reviews

GPT-6.1 Terra

OpenAI
5.0 out of 5 stars

Alternatives

Mercury Coder Reviews

Mercury Coder

Inception Labs
Claude Fable 5.2 Reviews

Claude Fable 5.2

Anthropic
5.0 out of 5 stars
Mercury 3 Reviews

Mercury 3

Inception
Gemini 4 Argon Reviews

Gemini 4 Argon

Google
5.0 out of 5 stars
Mercury Edit 2 Reviews

Mercury Edit 2

Inception
GPT-6.1 Sol Reviews

GPT-6.1 Sol

OpenAI
5.0 out of 5 stars
Mercury 2.5 Reviews

Mercury 2.5

Inception
Gemini 3.5 Flash Reviews

Gemini 3.5 Flash

Google
5.0 out of 5 stars