Comparison Scanners and DAST
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.
Feature by feature
| Feature |  StackHawk | Crossfyre |
|---|---|---|
| Where it fits | CI/CD and the coding loop | Operator-driven offensive work |
| What it points at | The app you are building | Authorized live targets |
| Authorization testing | Multi-role, per application | Identity-matrix oracle |
| Distributed recon | no | yes |
| Egress you control | no | yes |
| Adaptive pacing and WAF reach | no | yes |
Every claim about the other tool is taken from its own documentation and pricing as of mid-2026. Re-check before quoting a number.
Standards
What it covers, and what it will not claim.
Pick a list. Every row that says yes names the class that does the work, and every row that says no says why, because a coverage matrix with no gaps in it is a brochure.
8 covered 1 partly 1 not claimed The list this engine was built against. Eight fully, one partly, and one that nothing on the outside can honestly report.
MITRE ATT&CK is deliberately not here. It describes what an adversary does across a whole intrusion, and almost all of a web scanner collapses into one technique in it. A six-row ATT&CK matrix would look impressive and tell you nothing, which is the opposite of what this section is for.
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.
Questions people ask
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.
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