Mistral Mixtral 8x7B vs Mistral Ministral 3 14B Reasoning 2512

Detailed comparison for LLMs

MistralMistral

On Guardion's LLM vulnerability Benchmark, Mistral Mixtral 8x7B is the more secure of the two: Mixtral 8x7B scores 38.0% and Ministral 3 14B Reasoning 2512 scores 40.0% 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

Mixtral 8x7B is the overall winner in this comparison!

Attack Success Rate (lower is safer)

ASR for Mistral Mixtral 8x7B vs Mistral Ministral 3 14B Reasoning 2512. Green marks the safer model on each metric. Only the overall score is available for estimated models.

Overall (ASR)

Mixtral 8x7B
38.0%
Ministral 3 14B Reasoning 2512
40.0%

TAP Attack Method (ASR)

Mixtral 8x7B
66.2%
Ministral 3 14B Reasoning 2512
100.0%

Crescendo Attack Method (ASR)

Mixtral 8x7B
24.3%
Ministral 3 14B Reasoning 2512
100.0%

Zero-Shot (ASR)

Mixtral 8x7B
23.6%
Ministral 3 14B Reasoning 2512
100.0%

Key Highlights

  • Mistral Mixtral 8x7B has a lower Overall (ASR).
  • Mistral Mixtral 8x7B has a lower TAP Attack Method (ASR).
  • Mistral Mixtral 8x7B has a lower Crescendo Attack Method (ASR).
  • Mistral Mixtral 8x7B has a lower Zero-Shot (ASR).

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
Mixtral 8x7B
Ministral 3 14B Reasoning 2512
Full security profile
Mistral Mixtral 8x7B
Full security profile
Mistral Ministral 3 14B Reasoning 2512

Frequently asked questions

Is Mistral Mixtral 8x7B or Mistral Ministral 3 14B Reasoning 2512 more secure?

On Guardion's LLM vulnerability Benchmark, Mistral Mixtral 8x7B is the more secure of the two: Mixtral 8x7B scores 38.0% and Ministral 3 14B Reasoning 2512 scores 40.0% 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 Mixtral 8x7B vs Ministral 3 14B Reasoning 2512?

Mixtral 8x7B has a 38.0% ASR and Ministral 3 14B Reasoning 2512 has a 40.0% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.

How were Mixtral 8x7B and Ministral 3 14B Reasoning 2512 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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