Detailed comparison for LLMs
On Guardion's LLM vulnerability Benchmark, Mistral Mistral 8x22B is the more secure of the two: Qwen QwQ 32B scores 40.0% and Mistral 8x22B scores 31.5% on attack success rate (ASR) (lower is better).
Mistral 8x22B is the overall winner in this comparison!
ASR for Alibaba Qwen QwQ 32B vs Mistral Mistral 8x22B. Green marks the safer model on each metric.
Outward is better on every axis.
On Guardion's LLM vulnerability Benchmark, Mistral Mistral 8x22B is the more secure of the two: Qwen QwQ 32B scores 40.0% and Mistral 8x22B scores 31.5% on attack success rate (ASR) (lower is better).
Qwen QwQ 32B has a 40.0% ASR and Mistral 8x22B has a 31.5% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.
Both were red-teamed with the HarmBench framework across zero-shot, TAP (Tree of Attacks with Pruning), and Crescendo multi-turn attacks, scored by Attack Success Rate.