Ivy vs pybof: Side-by-Side Comparison (2026)
Features, pricing, ratings, and pros and cons, compared head to head.
Ivy is a free red-team & adversary emulation tool. pybof is a free red-team & adversary emulation tool. Compare features, ratings, integrations, and community reviews side by side to find the best red-team & adversary emulation fit for your security stack. Independent and vendor-neutral: we never sell rankings.
CST VerdictBased on our analysis of available product data, here is our conclusion:
Red teamers and penetration testers running Windows-focused assessments will find Ivy valuable for its direct approach to VBA-based code execution; it bypasses common detection patterns by executing shellcode in-memory without touching disk. With 744 GitHub stars and active maintenance, it's proven enough for lab work and controlled engagements. Skip this if your team needs post-exploitation frameworks with built-in persistence or lateral movement capabilities; Ivy is payload delivery, not command and control.
Red teamers and penetration testers who need to execute custom BOFs without touching disk will find PyBOF essential for post-exploitation work; it's the only Python-native option for in-memory Beacon Object File execution, letting you skip Cobalt Strike's GUI entirely and automate payloads programmatically. The 80 GitHub stars and active maintenance signal real adoption among operators, not just theoretical interest. Skip this if you're looking for evasion magic; PyBOF assumes you've already got execution and focuses narrowly on loading and running BOFs, which means your success depends entirely on the quality of the BOF itself and your network position.
