Mistral Ministral 3 3B Instruct 2512 vs DeepSeek DeepSeek VL2

Detailed comparison for LLMs

MistralDeepSeek

On Guardion's LLM vulnerability Benchmark, Mistral Ministral 3 3B Instruct 2512 is the more secure of the two: Ministral 3 3B Instruct 2512 scores 50.0% and DeepSeek VL2 scores 52.0% 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

Ministral 3 3B Instruct 2512 is the overall winner in this comparison!

Attack Success Rate (lower is safer)

ASR for Mistral Ministral 3 3B Instruct 2512 vs DeepSeek DeepSeek VL2. Green marks the safer model on each metric. Only the overall score is available for estimated models.

Overall (ASR)

Ministral 3 3B Instruct 2512
50.0%
DeepSeek VL2
52.0%

TAP Attack Method (ASR)

Ministral 3 3B Instruct 2512
100.0%
DeepSeek VL2
100.0%

Crescendo Attack Method (ASR)

Ministral 3 3B Instruct 2512
100.0%
DeepSeek VL2
100.0%

Zero-Shot (ASR)

Ministral 3 3B Instruct 2512
100.0%
DeepSeek VL2
100.0%

Key Highlights

  • Mistral Ministral 3 3B Instruct 2512 has a lower Overall (ASR).

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
Ministral 3 3B Instruct 2512
DeepSeek VL2
Full security profile
Mistral Ministral 3 3B Instruct 2512
Full security profile
DeepSeek DeepSeek VL2

Frequently asked questions

Is Mistral Ministral 3 3B Instruct 2512 or DeepSeek DeepSeek VL2 more secure?

On Guardion's LLM vulnerability Benchmark, Mistral Ministral 3 3B Instruct 2512 is the more secure of the two: Ministral 3 3B Instruct 2512 scores 50.0% and DeepSeek VL2 scores 52.0% 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 Ministral 3 3B Instruct 2512 vs DeepSeek VL2?

Ministral 3 3B Instruct 2512 has a 50.0% ASR and DeepSeek VL2 has a 52.0% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.

How were Ministral 3 3B Instruct 2512 and DeepSeek VL2 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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