Crossfyre vs StackHawk
CI/CD application security testing vs distributed penetration testing.
StackHawk runs DAST inside your CI/CD and IDE, aimed at developers fixing issues before a PR merges. It can test authorization from multiple user roles, but as of 2026 its site emphasizes the AI-agent coding loop, not offensive recon. Crossfyre comes at security from the operator side: distributed reconnaissance across a node fleet that flows into authenticated scanning and BOLA/BFLA/BOPLA authorization testing, with adaptive pacing and isolated egress for authorized offensive work against a live target, not just a build.
StackHawk
- DAST wired into CI/CD and the coding/agent loop, developer-first
- Tests a running app you build; strong for pre-merge, in-pipeline scanning
- Multi-role authorization testing, configured per application
- Closed SaaS; no distributed recon fleet, OPSEC egress, or WAF evasion
- Scoped to your own apps in your pipeline, not external offensive recon
Crossfyre
- Distributed recon (subdomains, ports, content) that feeds the scan
- Confirm-before-report vuln engine plus BOLA/BFLA/BOPLA authorization testing
- Authenticated scanning via an OAuth2/OIDC/SSO broker
- Adaptive pacing, isolated per-node egress, and WAF-reach for authorized targets
- BYO-compute nodes, open-source engines, teams; self-hosted control plane on the enterprise roadmap
The honest take
Choose StackHawk if your goal is catching issues inside CI/CD before code merges. Choose Crossfyre for authorized offensive work against live targets: distributed recon that flows into authenticated, authorization-aware scanning across a fleet you control.
Frequently asked
Do both tools test for BOLA/authorization issues?
Both can test authorization, but from different angles. StackHawk tests your own app in the pipeline. Crossfyre runs a differential identity-matrix oracle (replay every endpoint as every identity and diff responses) as a stage of a distributed recon pipeline against authorized targets, with confirm-before-report.
Is Crossfyre a CI/CD scanner?
It is built for operator-driven offensive recon and scanning rather than in-pipeline pre-merge testing. It has a CLI and (upcoming) public API you can automate, but the core workflow is distributed recon-to-scan across a fleet, not a build step.