Aikido Static Application Security Testing (SAST) vs Datadog Code Security Secret Scanning: 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.

Datadog Code Security Secret Scanning

Teams already running Datadog observability will see immediate payoff from Code Security Secret Scanning because it catches exposed credentials before they leave your repos and gives you runtime confirmation when secrets actually get used in production. The tool covers three NIST CSF 2.0 functions,Risk Assessment, Data Security, and Platform Security,which means it closes gaps at detection and enforcement, not just inventory. Skip this if you need a standalone SAST tool divorced from observability data; Datadog's strength here is correlating secret exposure with real runtime behavior, which only matters if you're already invested in their platform.