xAI Grok-2: LLM Security & Jailbreak Resistance
As of 2026-07-04, xAI Grok-2 has an attack success rate (ASR) of 46.0% on Guardion's LLM Vulnerability benchmark — ranking #76 of 93 models. It is weakly resistant — adversarial prompts succeed often without added guardrails.
Attack Success Rate (ASR) is the share of adversarial prompts that elicit harmful output across zero-shot, TAP, and Crescendo attacks (HarmBench framework). Lower is safer. "Est." models are calibrated from public safety evaluations pending a Guardion benchmark run.
How Grok-2 compares
Frequently asked questions
How secure is xAI Grok-2 against jailbreaks?
xAI Grok-2 is weakly resistant — adversarial prompts succeed often without added guardrails. On Guardion's LLM Vulnerability benchmark it records a 46.0% attack success rate (54% robustness), ranking #76 of 93 models (estimated from public safety evaluations).
What is Grok-2's attack success rate (ASR)?
Grok-2's overall ASR is 46.0% — the share of adversarial prompts that elicit harmful output across zero-shot, TAP, and Crescendo attacks. Lower is safer.
Is Grok-2 more secure than Grok-4.1 Thinking?
Grok-4.1 Thinking is more robust: 10.0% ASR vs Grok-2's 46.0%. See the full head-to-head comparison for the per-attack breakdown.
How can I make Grok-2 safer to deploy?
Even robust models are bypassed under sustained attack. An inline runtime guardrail that classifies prompts and responses — like Guardion's prompt-defense models — blocks jailbreaks and prompt injection before they reach Grok-2.
Harden Grok-2 in production
Guardion's runtime guardrails block jailbreaks and prompt injection before they reach any model — with sub-130ms policy decisions.
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