Deepseek Deepseek V3 vs Deepseek Deepseek R1
Detailed comparison for LLMs
On Guardion's LLM vulnerability Benchmark, Deepseek Deepseek R1 is the more secure of the two: Deepseek V3 scores 47.2% and Deepseek R1 scores 42.6% on attack success rate (ASR) (lower is better).
Head-to-Head Overview
Deepseek R1 is the overall winner in this comparison!
Attack Success Rate (lower is safer)
ASR for Deepseek Deepseek V3 vs Deepseek Deepseek R1. Green marks the safer model on each metric.
Overall (ASR)
TAP Attack Method (ASR)
Crescendo Attack Method (ASR)
Zero-Shot (ASR)
Key Highlights
- Deepseek Deepseek R1 has a lower Overall (ASR).
- Deepseek Deepseek R1 has a lower TAP Attack Method (ASR).
- Deepseek Deepseek R1 has a lower Crescendo Attack Method (ASR).
- Deepseek Deepseek V3 has a lower Zero-Shot (ASR).
Security Profile
Outward is better on every axis.
Frequently asked questions
Is Deepseek Deepseek V3 or Deepseek Deepseek R1 more secure?
On Guardion's LLM vulnerability Benchmark, Deepseek Deepseek R1 is the more secure of the two: Deepseek V3 scores 47.2% and Deepseek R1 scores 42.6% on attack success rate (ASR) (lower is better).
What is the attack success rate (ASR) of Deepseek V3 vs Deepseek R1?
Deepseek V3 has a 47.2% ASR and Deepseek R1 has a 42.6% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.
How were Deepseek V3 and Deepseek R1 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.