Alibaba Qwen 2.5 72B vs Mistral Mistral 8x22B

Detailed comparison for LLMs

AlibabaMistral

On Guardion's LLM vulnerability Benchmark, Alibaba Qwen 2.5 72B is the more secure of the two: Qwen 2.5 72B scores 26.3% and Mistral 8x22B scores 31.5% on attack success rate (ASR) (lower is better).

Head-to-Head Overview

Qwen 2.5 72B is the overall winner in this comparison!

Attack Success Rate (lower is safer)

ASR for Alibaba Qwen 2.5 72B vs Mistral Mistral 8x22B. Green marks the safer model on each metric.

Overall (ASR)

Qwen 2.5 72B
26.3%
Mistral 8x22B
31.5%

TAP Attack Method (ASR)

Qwen 2.5 72B
55.2%
Mistral 8x22B

Crescendo Attack Method (ASR)

Qwen 2.5 72B
23.7%
Mistral 8x22B

Zero-Shot (ASR)

Qwen 2.5 72B
0.3%
Mistral 8x22B
12.2%

Key Highlights

  • Alibaba Qwen 2.5 72B has a lower Overall (ASR).
  • Alibaba Qwen 2.5 72B has a lower Zero-Shot (ASR).

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
Qwen 2.5 72B
Mistral 8x22B
Full security profile
Alibaba Qwen 2.5 72B
Full security profile
Mistral Mistral 8x22B

Frequently asked questions

Is Alibaba Qwen 2.5 72B or Mistral Mistral 8x22B more secure?

On Guardion's LLM vulnerability Benchmark, Alibaba Qwen 2.5 72B is the more secure of the two: Qwen 2.5 72B scores 26.3% and Mistral 8x22B scores 31.5% on attack success rate (ASR) (lower is better).

What is the attack success rate (ASR) of Qwen 2.5 72B vs Mistral 8x22B?

Qwen 2.5 72B has a 26.3% 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 Qwen 2.5 72B 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.

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