Microsoft Phi-4 vs Google Gemini 2.0 Flash Lite
Detailed comparison for LLMs
On Guardion's LLM vulnerability Benchmark, Microsoft Phi-4 is the more secure of the two: Phi-4 scores 30.0% and Gemini 2.0 Flash Lite scores 31.3% 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
Phi-4 is the overall winner in this comparison!
Attack Success Rate (lower is safer)
ASR for Microsoft Phi-4 vs Google Gemini 2.0 Flash Lite. 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
- Microsoft Phi-4 has a lower Overall (ASR).
Security Profile
Outward is better on every axis.
Frequently asked questions
Is Microsoft Phi-4 or Google Gemini 2.0 Flash Lite more secure?
On Guardion's LLM vulnerability Benchmark, Microsoft Phi-4 is the more secure of the two: Phi-4 scores 30.0% and Gemini 2.0 Flash Lite scores 31.3% 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 Phi-4 vs Gemini 2.0 Flash Lite?
Phi-4 has a 30.0% ASR and Gemini 2.0 Flash Lite has a 31.3% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.
How were Phi-4 and Gemini 2.0 Flash Lite 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.