Meta Llama 4 Behemoth vs Mistral Mistral 8x22B
Detailed comparison for LLMs
On Guardion's LLM vulnerability Benchmark, Meta Llama 4 Behemoth is the more secure of the two: Llama 4 Behemoth scores 25.0% and Mistral 8x22B scores 31.5% on attack success rate (ASR) (lower is better). One or both scores are estimated from public safety evaluations pending a Guardion benchmark run.
Head-to-Head Overview
Llama 4 Behemoth is the overall winner in this comparison!
Attack Success Rate (lower is safer)
ASR for Meta Llama 4 Behemoth vs Mistral Mistral 8x22B. Green marks the safer model on each metric. Only the overall score is available for estimated models.
Overall (ASR)
Zero-Shot (ASR)
Key Highlights
- Meta Llama 4 Behemoth has a lower Overall (ASR).
Frequently asked questions
Is Meta Llama 4 Behemoth or Mistral Mistral 8x22B more secure?
On Guardion's LLM vulnerability Benchmark, Meta Llama 4 Behemoth is the more secure of the two: Llama 4 Behemoth scores 25.0% and Mistral 8x22B scores 31.5% on attack success rate (ASR) (lower is better). One or both scores are estimated from public safety evaluations pending a Guardion benchmark run.
What is the attack success rate (ASR) of Llama 4 Behemoth vs Mistral 8x22B?
Llama 4 Behemoth has a 25.0% 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.
How were Llama 4 Behemoth and Mistral 8x22B tested?
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.