DeepSeek DeepSeek VL2 vs Mistral Mistral Large 3 675B Base
Detailed comparison for LLMs
On Guardion's LLM vulnerability Benchmark, Mistral Mistral Large 3 675B Base is the more secure of the two: DeepSeek VL2 scores 52.0% and Mistral Large 3 675B Base scores 45.0% 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
Mistral Large 3 675B Base is the overall winner in this comparison!
Attack Success Rate (lower is safer)
ASR for DeepSeek DeepSeek VL2 vs Mistral Mistral Large 3 675B Base. 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
- Mistral Mistral Large 3 675B Base has a lower Overall (ASR).
Security Profile
Outward is better on every axis.
Frequently asked questions
Is DeepSeek DeepSeek VL2 or Mistral Mistral Large 3 675B Base more secure?
On Guardion's LLM vulnerability Benchmark, Mistral Mistral Large 3 675B Base is the more secure of the two: DeepSeek VL2 scores 52.0% and Mistral Large 3 675B Base scores 45.0% 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 DeepSeek VL2 vs Mistral Large 3 675B Base?
DeepSeek VL2 has a 52.0% ASR and Mistral Large 3 675B Base has a 45.0% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.
How were DeepSeek VL2 and Mistral Large 3 675B Base 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.