Aikido Static Application Security Testing (SAST) vs Detectors: 2026 Comparison

Aikido Static Application Security Testing (SAST)

Development teams at startups and SMBs who need SAST without the operational overhead will see immediate ROI from Aikido Static Application Security Testing; the AI-powered false positive filtering cuts the triage noise that kills adoption in resource-constrained shops, and pull request integration means developers catch issues in their workflow instead of in a separate tool. The 16-language coverage handles most polyglot codebases, and automated fix generation reduces the friction of pushing remediation back to engineers. Skip this if you're an enterprise with mature AppSec practices and heavy custom rule requirements; you'll want deeper customization and larger vendor support teams than Aikido's 187-person operation can sustain at scale.

Detectors

Teams shipping code to multiple cloud platforms need Detectors to catch credential leaks before they reach production, and it does this across 100+ services where most scanners cover maybe a dozen. The tool detects both short-lived and long-lived tokens including AWS session credentials and GitHub PATs, which means it catches the mistakes developers make most often. Skip this if your code stays in one cloud or if you need runtime detection of active credential abuse; Detectors is specifically a pre-deployment scanner that owns the credential detection job and doesn't pretend to do everything else.