Azure PromptShield vs Meta Llama Guard

Detailed comparison for runtime guardrails

AzureMeta

On Guardion's Prompt Attack Risk Benchmark, Meta Llama Guard is the more secure of the two: PromptShield scores NaN% and Llama Guard scores NaN% on F1 score (higher is better).

Head-to-Head Overview

Llama Guard is the overall winner in this comparison!

Guardrail Metrics

F1 Score

PromptShield
0.000
Llama Guard
0.000

Accuracy

PromptShield
0.000
Llama Guard
0.000

Precision

PromptShield
0.000
Llama Guard
0.000

Recall

PromptShield
0.000
Llama Guard
0.000

False Positive Rate

PromptShield
0.000
Llama Guard
0.000

False Negative Rate

PromptShield
0.000
Llama Guard
0.000

Average Latency (ms)

PromptShield
0.000
Llama Guard
0.000

p50 Latency (ms)

PromptShield
0.000
Llama Guard
0.000

p90 Latency (ms)

PromptShield
0.000
Llama Guard
0.000

Key Highlights

No specific highlights generated for this comparison.

Security Profile

Outward is better on every axis.

F1 ScoreAccuracyPrecisionRecallFPRFNRAverage Latency (ms)p50 Latency (ms)p90 Latency (ms)
PromptShield
Llama Guard
Full security profile
Azure PromptShield
Full security profile
Meta Llama Guard

Frequently asked questions

Is Azure PromptShield or Meta Llama Guard more secure?

On Guardion's Prompt Attack Risk Benchmark, Meta Llama Guard is the more secure of the two: PromptShield scores NaN% and Llama Guard scores NaN% on F1 score (higher is better).

What is the F1 score of PromptShield vs Llama Guard?

PromptShield scores NaN% F1 and Llama Guard scores NaN% F1 on Guardion's prompt-attack benchmark. F1 balances precision and recall — higher is better.

How were PromptShield and Llama Guard tested?

Both were evaluated via API at production-like sensitivity against 30+ prompt-attack categories using zero-shot, Crescendo, and TAP methods, scored by F1.

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