Vibe Code Detection

AI-Generated Code Detector

Identify code generated by GitHub Copilot, ChatGPT, Claude, and other AI coding assistants with explainable signals.

What We Detect

Comprehensive AI-generated code detection

💻

Copilot Detection

Detect GitHub Copilot suggestions and generated code

🤖

ChatGPT Code

Identify code generated by ChatGPT and GPT models

🧠

Claude Code

Detect Claude-generated code and suggestions

🎯

Vibe Code

Identify "vibe code"—low-effort AI-generated scaffolding

🔍

Pattern Analysis

Detect AI coding patterns and style markers

🌐

Multi-Language

Support for Python, JavaScript, TypeScript, Go, Rust, and 10+ languages

Explainable Evidence

Understand exactly why code was flagged

Evidence Types

  • Function-level confidence scores
  • AI pattern markers
  • Style inconsistency analysis
  • Comment and documentation signals

Performance

  • Sub-300ms average response time
  • 📊Batch processing for repositories
  • 🎯89%+ accuracy on in-the-wild dataset

API Integration

Get started in minutes with our unified API

cURL
curl -X POST https://api.zerotrue.app/v1/detect \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -d '{
    "modality": "code",
    "url": "Sample code content",
    "options": {
      "include_evidence": true
    }
  }'

Limitations & Best Practices

Understanding model constraints for optimal results

False Positive Risk

Boilerplate code, common patterns, or well-documented code may increase false positives.

Adversarial Attacks

Code obfuscation and manual AI edits may reduce detection accuracy.

Generalization Bounds

Performance varies by language and coding style. Best on modern practices.

Frequently Asked Questions

Which coding assistants can you detect?
We detect GitHub Copilot, ChatGPT, Claude, CodeLlama, and other major AI coding tools.
What is "vibe code"?
Vibe code refers to low-effort AI-generated scaffolding—code that works but lacks depth and customization.
Which languages are supported?
Python, JavaScript, TypeScript, Go, Rust, Java, C++, and 10+ more languages.
Can you detect edited AI code?
Yes, we can detect AI-generated code even with human edits and modifications.
Is my code data stored?
By default, code is not stored. Enable zero-retention mode for strict privacy.