Mistral Mistral Large 3 675B Base vs Mistral Ministral 3 8B Instruct 2512

Detailed comparison for LLMs

MistralMistral

Mistral Mistral Large 3 675B Base and Mistral Ministral 3 8B Instruct 2512 are evenly matched at about 45.0% attack success rate (ASR) on Guardion's LLM vulnerability Benchmark. One or both scores are estimated from public safety evaluations pending a Guardion benchmark run.

Head-to-Head Overview

It's a close match between Mistral Large 3 675B Base and Ministral 3 8B Instruct 2512!

Attack Success Rate (lower is safer)

ASR for Mistral Mistral Large 3 675B Base vs Mistral Ministral 3 8B Instruct 2512. Green marks the safer model on each metric. Only the overall score is available for estimated models.

Overall (ASR)

Mistral Large 3 675B Base
45.0%
Ministral 3 8B Instruct 2512
45.0%

TAP Attack Method (ASR)

Mistral Large 3 675B Base
100.0%
Ministral 3 8B Instruct 2512
100.0%

Crescendo Attack Method (ASR)

Mistral Large 3 675B Base
100.0%
Ministral 3 8B Instruct 2512
100.0%

Zero-Shot (ASR)

Mistral Large 3 675B Base
100.0%
Ministral 3 8B Instruct 2512
100.0%

Key Highlights

No specific highlights generated for this comparison.

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
Mistral Large 3 675B Base
Ministral 3 8B Instruct 2512
Full security profile
Mistral Mistral Large 3 675B Base
Full security profile
Mistral Ministral 3 8B Instruct 2512

Frequently asked questions

Is Mistral Mistral Large 3 675B Base or Mistral Ministral 3 8B Instruct 2512 more secure?

Mistral Mistral Large 3 675B Base and Mistral Ministral 3 8B Instruct 2512 are evenly matched at about 45.0% attack success rate (ASR) on Guardion's LLM vulnerability Benchmark. One or both scores are estimated from public safety evaluations pending a Guardion benchmark run.

What is the attack success rate (ASR) of Mistral Large 3 675B Base vs Ministral 3 8B Instruct 2512?

Mistral Large 3 675B Base has a 45.0% ASR and Ministral 3 8B Instruct 2512 has a 45.0% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.

How were Mistral Large 3 675B Base and Ministral 3 8B Instruct 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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