#tap

PAIR vs GCG vs TAP: Which Automated Jailbreak Framework to Run

A practitioner comparison of the three most-cited automated jailbreak frameworks: PAIR, GCG, and TAP. Threat model fit, compute cost, transferability, and what each is honestly good for in 2026.