Alibaba Qwen2 7B Instruct vs Google Gemma 3 1B
Detailed comparison for LLMs
On Guardion's LLM vulnerability Benchmark, Alibaba Qwen2 7B Instruct is the more secure of the two: Qwen2 7B Instruct scores 52.0% 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
Qwen2 7B Instruct is the overall winner in this comparison!
Attack Success Rate (lower is safer)
ASR for Alibaba Qwen2 7B Instruct vs Google Gemma 3 1B. 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
- Alibaba Qwen2 7B Instruct has a lower Overall (ASR).
Security Profile
Outward is better on every axis.
Frequently asked questions
Is Alibaba Qwen2 7B Instruct or Google Gemma 3 1B more secure?
On Guardion's LLM vulnerability Benchmark, Alibaba Qwen2 7B Instruct is the more secure of the two: Qwen2 7B Instruct scores 52.0% 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 Qwen2 7B Instruct vs Gemma 3 1B?
Qwen2 7B Instruct has a 52.0% 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 Qwen2 7B Instruct 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.