Google Gemma 3n E2B Instructed LiteRT vs Google Gemma 3 1B

Detailed comparison for LLMs

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On Guardion's LLM vulnerability Benchmark, Google Gemma 3n E2B Instructed LiteRT is the more secure of the two: Gemma 3n E2B Instructed LiteRT scores 55.0% and Gemma 3 1B scores 60.0% 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 Google Gemma 3n E2B Instructed LiteRT vs Google Gemma 3 1B. 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%
Gemma 3 1B
60.0%

TAP Attack Method (ASR)

Gemma 3n E2B Instructed LiteRT
100.0%
Gemma 3 1B
100.0%

Crescendo Attack Method (ASR)

Gemma 3n E2B Instructed LiteRT
100.0%
Gemma 3 1B
100.0%

Zero-Shot (ASR)

Gemma 3n E2B Instructed LiteRT
100.0%
Gemma 3 1B
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
Gemma 3n E2B Instructed LiteRT
Gemma 3 1B
Full security profile
Google Gemma 3n E2B Instructed LiteRT
Full security profile
Google Gemma 3 1B

Frequently asked questions

Is Google Gemma 3n E2B Instructed LiteRT or Google Gemma 3 1B more secure?

On Guardion's LLM vulnerability Benchmark, Google Gemma 3n E2B Instructed LiteRT is the more secure of the two: Gemma 3n E2B Instructed LiteRT scores 55.0% and Gemma 3 1B scores 60.0% 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 Gemma 3n E2B Instructed LiteRT vs Gemma 3 1B?

Gemma 3n E2B Instructed LiteRT has a 55.0% ASR and Gemma 3 1B has a 60.0% 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 Gemma 3 1B 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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