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Average Ratings 0 Ratings

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features
design
support

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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

Windsurf’s SWE-1 family introduces a revolutionary approach to software engineering, combining AI-driven insights and a shared timeline model to improve every stage of the development process. The SWE-1 models—SWE-1, SWE-1-lite, and SWE-1-mini—extend beyond simple code generation by enhancing tasks like testing, user feedback analysis, and long-running task management. Built from the ground up with flow awareness, SWE-1 is designed to tackle incomplete states and ambiguous outcomes, pushing the boundaries of what AI can achieve in the software engineering field. Backed by performance benchmarks and real-world production experiments, SWE-1 is the next frontier for efficient software development.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Devin Desktop Yes 
Antigravity CLI Yes 
Bash Yes 
CSS Yes 
Dart Yes 
Gemini Yes 
Gemini 3.8 Flash Cyber Yes 
Gemini 3.8 Live Yes 
Gemini Enterprise Yes 
Gemini Enterprise Agent Platform Yes 
Google AI Overviews Yes 
Java Yes 
Kotlin Yes 
Kubernetes Yes 
Lua Yes 
Model Context Protocol (MCP) Yes 
Objective-C Yes 
Solidity Yes 
TypeScript Yes 
Vercel AI Gateway Yes 

Integrations

Devin Desktop Yes 
Antigravity CLI No 
Bash No 
CSS No 
Dart No 
Gemini No 
Gemini 3.8 Flash Cyber No 
Gemini 3.8 Live No 
Gemini Enterprise No 
Gemini Enterprise Agent Platform No 
Google AI Overviews No 
Java No 
Kotlin No 
Kubernetes No 
Lua No 
Model Context Protocol (MCP) No 
Objective-C No 
Solidity No 
TypeScript No 
Vercel AI Gateway 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

Cognition

Founded

2023

Country

United States

Website

devin.ai/blog/windsurf-wave-9-swe-1

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