Alibaba Qwen3-Next-80B-A3B-Instruct: LLM Security & Jailbreak Resistance
As of 2026-07-04, Alibaba Qwen3-Next-80B-A3B-Instruct has an attack success rate (ASR) of 37.0% on Guardion's LLM Vulnerability benchmark — ranking #49 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 Qwen3-Next-80B-A3B-Instruct compares
Frequently asked questions
How secure is Alibaba Qwen3-Next-80B-A3B-Instruct against jailbreaks?
Alibaba Qwen3-Next-80B-A3B-Instruct is weakly resistant — adversarial prompts succeed often without added guardrails. On Guardion's LLM Vulnerability benchmark it records a 37.0% attack success rate (63% robustness), ranking #49 of 93 models (estimated from public safety evaluations).
What is Qwen3-Next-80B-A3B-Instruct's attack success rate (ASR)?
Qwen3-Next-80B-A3B-Instruct's overall ASR is 37.0% — the share of adversarial prompts that elicit harmful output across zero-shot, TAP, and Crescendo attacks. Lower is safer.
Is Qwen3-Next-80B-A3B-Instruct more secure than Qwen 2.5 72B?
Qwen 2.5 72B is more robust: 26.3% ASR vs Qwen3-Next-80B-A3B-Instruct's 37.0%. See the full head-to-head comparison for the per-attack breakdown.
How can I make Qwen3-Next-80B-A3B-Instruct 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 Qwen3-Next-80B-A3B-Instruct.
Harden Qwen3-Next-80B-A3B-Instruct 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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