Mistral Ministral 3 3B Base 2512 vs Google Gemma 3n E2B Instructed LiteRT

Detailed comparison for LLMs

MistralGoogle

On Guardion's LLM vulnerability Benchmark, Google Gemma 3n E2B Instructed LiteRT is the more secure of the two: Ministral 3 3B Base 2512 scores 62.0% and Gemma 3n E2B Instructed LiteRT scores 55.0% 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

Gemma 3n E2B Instructed LiteRT is the overall winner in this comparison!

Attack Success Rate (lower is safer)

ASR for Mistral Ministral 3 3B Base 2512 vs Google Gemma 3n E2B Instructed LiteRT. Green marks the safer model on each metric. Only the overall score is available for estimated models.

Overall (ASR)

Ministral 3 3B Base 2512
62.0%
Gemma 3n E2B Instructed LiteRT
55.0%

TAP Attack Method (ASR)

Ministral 3 3B Base 2512
100.0%
Gemma 3n E2B Instructed LiteRT
100.0%

Crescendo Attack Method (ASR)

Ministral 3 3B Base 2512
100.0%
Gemma 3n E2B Instructed LiteRT
100.0%

Zero-Shot (ASR)

Ministral 3 3B Base 2512
100.0%
Gemma 3n E2B Instructed LiteRT
100.0%

Key Highlights

  • Google Gemma 3n E2B Instructed LiteRT has a lower Overall (ASR).

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
Ministral 3 3B Base 2512
Gemma 3n E2B Instructed LiteRT
Full security profile
Mistral Ministral 3 3B Base 2512
Full security profile
Google Gemma 3n E2B Instructed LiteRT

Frequently asked questions

Is Mistral Ministral 3 3B Base 2512 or Google Gemma 3n E2B Instructed LiteRT more secure?

On Guardion's LLM vulnerability Benchmark, Google Gemma 3n E2B Instructed LiteRT is the more secure of the two: Ministral 3 3B Base 2512 scores 62.0% and Gemma 3n E2B Instructed LiteRT scores 55.0% 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 Base 2512 vs Gemma 3n E2B Instructed LiteRT?

Ministral 3 3B Base 2512 has a 62.0% ASR and Gemma 3n E2B Instructed LiteRT has a 55.0% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.

How were Ministral 3 3B Base 2512 and Gemma 3n E2B Instructed LiteRT 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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