VIBEEVAL SECURITY SCANNER VS REKA VIBE-EVAL BENCHMARK | NOT THE SAME PRODUCT

If you searched for “Vibe Eval” and landed here wondering about multimodal AI benchmarks, you’re in the wrong place.** VibeEval (vibe-eval.com) is an AI-powered security scanner for web applications**—not a benchmark suite for evaluating language models. This article clarifies the difference.

Quick Summary

• VibeEval (this site): Security vulnerability scanner for apps built with Lovable, Bolt, Cursor, and other AI coding tools
• Reka Vibe-Eval: Open benchmark suite for measuring multimodal language model performance

What is VibeEval Security Scanner?

VibeEval is a security testing platform designed specifically for web applications built using AI coding assistants like Lovable, Bolt.new, Cursor, v0, and Claude Code.

Our platform:

• Scans your deployed web app for security vulnerabilities (XSS, SQL injection, API exposure, etc.)
• Uses AI agents to simulate real user behavior and attack patterns
• Detects Supabase RLS policy gaps, exposed secrets, and insecure configurations
• Provides actionable remediation guidance
• Integrates with MCP (Model Context Protocol) for automated self-healing security In short: VibeEval helps you ship your AI-coded app with confidence by catching security holes before hackers do.

What is Reka AI’s Vibe-Eval?

Reka AI’s “Vibe-Eval” is a completely different product—an open benchmark suite for evaluating multimodal language models. It measures how well AI models handle tasks involving text, images, audio, and video.

Reka’s benchmark is aimed at AI researchers and developers building foundation models. It has nothing to do with application security testing.

Side-by-Side Comparison

Looking for Something Else?

• For multimodal AI benchmarks: Visit Reka AI’s Vibe-Eval
• For security testing your web app: You’re in the right place. Start a free scan

Why This Matters for Search

Both products use similar names, which can cause confusion in search results. If you’re building an app with AI coding tools and need security testing, VibeEval Security Scanner at vibe-eval.com is the product you want. If you’re researching AI model capabilities, Reka’s benchmark is what you’re looking for.

We hope this clears things up. Now you can find exactly what you need.

Ready to secure your AI-coded app?

VibeEval catches security vulnerabilities in apps built with Lovable, Bolt, Cursor, and more.

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