Google Gemma 3n E4B vs Alibaba Qwen2 7B Instruct
Detailed comparison for LLMs
Google Gemma 3n E4B and Alibaba Qwen2 7B Instruct are evenly matched at about 52.0% 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 E4B and Qwen2 7B Instruct!
Attack Success Rate (lower is safer)
ASR for Google Gemma 3n E4B vs Alibaba Qwen2 7B Instruct. Green marks the safer model on each metric. Only the overall score is available for estimated models.
Overall (ASR)
TAP Attack Method (ASR)
Crescendo Attack Method (ASR)
Zero-Shot (ASR)
Key Highlights
No specific highlights generated for this comparison.
Security Profile
Outward is better on every axis.
Frequently asked questions
Is Google Gemma 3n E4B or Alibaba Qwen2 7B Instruct more secure?
Google Gemma 3n E4B and Alibaba Qwen2 7B Instruct are evenly matched at about 52.0% 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 E4B vs Qwen2 7B Instruct?
Gemma 3n E4B has a 52.0% ASR and Qwen2 7B Instruct has a 52.0% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.
How were Gemma 3n E4B and Qwen2 7B Instruct 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.