CI/CD Goat vs Cyberbit Platform: 2026 Comparison
CI/CD Goat is a free cyber range training tool. Cyberbit Platform is a commercial cyber range training tool by Cyberbit. Compare features, ratings, integrations, and community reviews side by side to find the best cyber range training fit for your security stack.
CST VerdictBased on our analysis of NIST CSF 2.0 coverage, company size fit, deployment model, here is our conclusion:
DevSecOps engineers and security architects who need hands-on CI/CD attack surface knowledge will get the most from CI/CD Goat; it's free and deliberately vulnerable, so you can actually break a pipeline without legal risk or production consequences. The 11 challenges map to real supply-chain attacks like artifact tampering and credential exfiltration, giving teams concrete scenarios to defend against instead of theoretical ones. Skip this if your goal is assessment or compliance scanning; CI/CD Goat is training, not a tool that runs against your actual pipelines.
Mid-market and enterprise SOC teams that need hands-on incident response training without spinning up fake networks should run drills on Cyberbit Platform. The platform delivers realistic attack simulations that directly train analysts on detection and investigation workflows, addressing the PR.AT and DE.AE gaps most teams have after hiring. Skip this if your priority is risk assessment or vulnerability management; Cyberbit is narrowly built for SOC floor competency, not enterprise-wide risk visibility.
