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VIBEEVAL VS VIBEREVIEW

VibeReview (securityreview.ai/vibereview) enforces design and coding rules at the moment the AI writes code. VibeEval verifies the resulting app once it's deployed. Both layers are real; you probably need one of them.

TL;DR: VibeReview is enterprise-priced prevention at code-generation time. VibeEval is solo-priced verification at runtime. Pick VibeReview if you have an AppSec team and 60+ developers. Pick VibeEval if you ship vibe-coded apps and just need to know they're not exploitable.
VIBEREVIEW
TEAMVIBE
$20/DEV/MO
Up to 50 devs · 100 PRs/dev/mo · enterprise from $30/dev

Where VibeReview Wins

  • Enforces security policies at the prompt-to-code moment, before bad patterns land
  • Built for enterprise teams that need centralized AppSec governance
  • Integrates with major AI IDEs (Cursor, Claude Code, Windsurf)
  • Continuous threat-modeling tied to architecture decisions

Where VibeReview Falls Short for Vibe Coders

NO RUNTIME VERIFICATION

Generates secure code. Does not confirm the deployed app is actually secure.

ENTERPRISE PRICING

$20–30/developer/month. Aimed at 50+ dev teams. Wrong shape for solo builders.

TEAM SETUP REQUIRED

Per-project guardrails need to be defined upfront. Not a paste-and-scan tool.

BLIND TO LIVE BUGS

Cannot detect exposed Supabase keys returned by API responses, IDOR on `/api/users/:id`, or open buckets.

Feature Comparison

Feature VibeReview VibeEval
Design-time enforcement Yes No
DAST (live app) No Yes
Authenticated scanning No Yes
IDOR / cross-user No Yes
Supabase RLS live probe No Yes
Per-team governance Yes Per project
Self-serve trial Demo only 14 days
Starting price $20/dev/mo $19/mo flat

When to Pick VibeReview

  • You have a 50+ developer organization
  • You have a dedicated AppSec team setting policies
  • Your AI tooling is centrally managed
  • Compliance requires design-time controls

When to Pick VibeEval

  • You ship vibe-coded apps as a solo or small team
  • You need to verify the deployed app, not just guide generation
  • Flat pricing matters more than per-seat enforcement

Best Together

Enterprise teams use both — VibeReview as the design-time gate, VibeEval-class DAST to verify the running app.

COMMON QUESTIONS

01
Does VibeReview test my deployed app?
No. VibeReview operates at AI code generation time inside IDEs. It enforces design and coding rules so the generated code is secure-by-default. It does not run the deployed app and cannot prove an exploit.
Q&A
02
Why is VibeReview so much more expensive per seat?
It targets enterprise AppSec teams that need standardized review workflows across business units. Per-developer pricing scales fast — 50 devs at $20 = $12,000/mo. VibeEval's $19/mo flat covers unlimited projects.
Q&A
03
Can I use both?
Yes — VibeReview as the prevention layer, VibeEval as the verification layer. For solo founders and small teams, VibeEval alone is usually sufficient because it tests what shipped, not what was generated.
Q&A

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