Alibaba Qwen3 VL 8B Instruct vs DeepSeek DeepSeek R1 Distill Llama 8B
Detailed comparison for LLMs
Alibaba Qwen3 VL 8B Instruct and DeepSeek DeepSeek R1 Distill Llama 8B are evenly matched at about 48.0% 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 Qwen3 VL 8B Instruct and DeepSeek R1 Distill Llama 8B!
Attack Success Rate (lower is safer)
ASR for Alibaba Qwen3 VL 8B Instruct vs DeepSeek DeepSeek R1 Distill Llama 8B. 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 Alibaba Qwen3 VL 8B Instruct or DeepSeek DeepSeek R1 Distill Llama 8B more secure?
Alibaba Qwen3 VL 8B Instruct and DeepSeek DeepSeek R1 Distill Llama 8B are evenly matched at about 48.0% 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 Qwen3 VL 8B Instruct vs DeepSeek R1 Distill Llama 8B?
Qwen3 VL 8B Instruct has a 48.0% ASR and DeepSeek R1 Distill Llama 8B has a 48.0% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.
How were Qwen3 VL 8B Instruct and DeepSeek R1 Distill Llama 8B 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.