Where Aikido wins
If you want one developer-friendly dashboard covering dependencies, cloud posture, secrets, and code, Aikido is a strong modern platform. For a team that wants broad AppSec coverage in a single tool without enterprise heaviness, it is a sensible pick.
Where Prbl is different
Aikido spreads across the whole security surface. Prbl goes deep on one slice: the code an AI assistant wrote and the mistakes it makes repeatedly, including hardcoded secrets in scaffolding, missing authentication on generated routes, fallback secrets in environment lookups, and Broken Object Level Authorization. It also scans your deployed app from the outside for exposure that never shows up in the repo.
Which to choose
Aikido is the broad platform; Prbl is the sharp AI-code check. If you rely heavily on Cursor, Copilot, Lovable, or Claude Code, Prbl adds signal Aikido is not tuned for, and the two work well together.