Google Gemma 3n E2B Instructed LiteRT vs Mistral Ministral 3 8B Base 2512

Detailed comparison for LLMs

GoogleMistral

Google Gemma 3n E2B Instructed LiteRT and Mistral Ministral 3 8B Base 2512 are evenly matched at about 55.0% 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 Gemma 3n E2B Instructed LiteRT and Ministral 3 8B Base 2512!

Attack Success Rate (lower is safer)

ASR for Google Gemma 3n E2B Instructed LiteRT vs Mistral Ministral 3 8B Base 2512. Green marks the safer model on each metric. Only the overall score is available for estimated models.

Overall (ASR)

Gemma 3n E2B Instructed LiteRT
55.0%
Ministral 3 8B Base 2512
55.0%

TAP Attack Method (ASR)

Gemma 3n E2B Instructed LiteRT
100.0%
Ministral 3 8B Base 2512
100.0%

Crescendo Attack Method (ASR)

Gemma 3n E2B Instructed LiteRT
100.0%
Ministral 3 8B Base 2512
100.0%

Zero-Shot (ASR)

Gemma 3n E2B Instructed LiteRT
100.0%
Ministral 3 8B Base 2512
100.0%

Key Highlights

No specific highlights generated for this comparison.

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
Gemma 3n E2B Instructed LiteRT
Ministral 3 8B Base 2512
Full security profile
Google Gemma 3n E2B Instructed LiteRT
Full security profile
Mistral Ministral 3 8B Base 2512

Frequently asked questions

Is Google Gemma 3n E2B Instructed LiteRT or Mistral Ministral 3 8B Base 2512 more secure?

Google Gemma 3n E2B Instructed LiteRT and Mistral Ministral 3 8B Base 2512 are evenly matched at about 55.0% 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 Gemma 3n E2B Instructed LiteRT vs Ministral 3 8B Base 2512?

Gemma 3n E2B Instructed LiteRT has a 55.0% ASR and Ministral 3 8B Base 2512 has a 55.0% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.

How were Gemma 3n E2B Instructed LiteRT and Ministral 3 8B Base 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.

Related Comparisons