CAI (Cybersecurity AI) vs Tcpreplay: Side-by-Side Comparison (2026)
Features, pricing, ratings, and pros & cons — compared head-to-head.
CAI (Cybersecurity AI) is a free offensive security tool by Alias Robotics. Tcpreplay is a free offensive security tool. Compare features, ratings, integrations, and community reviews side by side to find the best offensive security fit for your security stack.
CST VerdictBased on our analysis of NIST CSF 2.0 coverage, core features, company size fit, deployment model, here is our conclusion:
Security teams at startups and small consulting firms who need LLM-powered penetration testing without licensing friction should build on CAI; the framework's 500+ supported LLMs and 15+ agents let you run offensive automation in your own environment at zero cost. The GitHub community (3,641 stars) and on-premises deployment mean you control the entire supply chain, which matters when handling client data during assessments. Skip this if your organization lacks Python engineers to customize agents or needs vendor-backed SLAs; CAI prioritizes offensive capability over the detection and response coverage that enterprise security teams typically require.
Network engineers and security testers who need to validate IDS/IPS signatures or stress-test firewalls will find Tcpreplay invaluable because it lets you replay real pcap files at line rate without touching production traffic. The tool is free, actively maintained on GitHub with 1,308 stars, and handles the packet-level precision that commercial replay tools charge thousands for. Skip this if you need GUI-driven scenario building or support for encrypted traffic manipulation; Tcpreplay is command-line only and works best when you already have clean packet captures to work from.
