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Description

BenchGen serves as the foundational learning framework for artificial intelligence agents, providing an accessible platform for developers to find benchmarks and reinforcement learning environments. It enables them to assess their entire agent system—integrating both model and harness—against quantifiable rewards, while also allowing for the export of organized trajectory data for subsequent fine-tuning. This process operates in a continuous cycle: benchmark → assess → refine → reassess. By facilitating this loop, BenchGen enhances the development and optimization of AI agents.

Description

Gemini 3.5 Flash Cyber is a dedicated model designed specifically for cybersecurity, built upon Gemini 3.5 Flash, and refined to efficiently discover, validate, and resolve vulnerabilities at scale. Its primary objective is to support defensive security operations by enabling organizations to quickly pinpoint critical vulnerabilities and produce dependable patches before they can be exploited. The remarkable blend of performance and efficiency offered by Flash provides an excellent basis for code scanning, assessing security issues, confirming the authenticity of findings, and suggesting precise remediation strategies within extensive software environments. In the CodeMender framework, numerous Gemini 3.5 Flash Cyber agents collaborate seamlessly, merging their insights into a comprehensive report that enhances the system's ability to analyze vulnerabilities from various perspectives and elevate the overall quality of the findings. This collaborative agent framework ensures exceptional performance on CyberGym, which serves as a benchmark for assessing cybersecurity effectiveness, while also fostering continuous improvement in vulnerability management practices. Ultimately, the capabilities of Gemini 3.5 Flash Cyber not only streamline security workflows but also strengthen an organization's resilience against potential threats.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

No images available

Screenshots View All

Integrations

Android Studio No 
Bash No 
Bind AI No 
C++ No 
CSS No 
Factory Droid No 
Gemini No 
Gemini 3.7 Flash No 
Gemini Enterprise No 
Gemini Enterprise Agent Platform No 
Gemini Enterprise Agent Platform Notebooks No 
Gemini Spark No 
Objective-C No 
PHP No 
R No 
Rust No 
SQL No 
Solidity No 
TypeScript No 
XML No 

Integrations

Android Studio Yes 
Bash Yes 
Bind AI Yes 
C++ Yes 
CSS Yes 
Factory Droid Yes 
Gemini Yes 
Gemini 3.7 Flash Yes 
Gemini Enterprise Yes 
Gemini Enterprise Agent Platform Yes 
Gemini Enterprise Agent Platform Notebooks Yes 
Gemini Spark Yes 
Objective-C Yes 
PHP Yes 
R Yes 
Rust Yes 
SQL Yes 
Solidity Yes 
TypeScript Yes 
XML Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version Yes 

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 No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs No 
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

BenchGen

Founded

2025

Country

Turkey

Website

benchgen.com

Vendor Details

Company Name

Google

Founded

1998

Country

United States

Website

gemini.google.com

Product Features

Alternatives

Alternatives