Alibaba QwenGuard4B vs Meta Llama Guard

Detailed comparison for runtime guardrails

AlibabaMeta

On Guardion's Prompt Attack Risk Benchmark, Meta Llama Guard is the more secure of the two: QwenGuard4B 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

QwenGuard4B
0.000
Llama Guard
0.000

Accuracy

QwenGuard4B
0.000
Llama Guard
0.000

Precision

QwenGuard4B
0.000
Llama Guard
0.000

Recall

QwenGuard4B
0.000
Llama Guard
0.000

False Positive Rate

QwenGuard4B
0.000
Llama Guard
0.000

False Negative Rate

QwenGuard4B
0.000
Llama Guard
0.000

Average Latency (ms)

QwenGuard4B
0.000
Llama Guard
0.000

p50 Latency (ms)

QwenGuard4B
0.000
Llama Guard
0.000

p90 Latency (ms)

QwenGuard4B
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)
QwenGuard4B
Llama Guard
Full security profile
Alibaba QwenGuard4B
Full security profile
Meta Llama Guard

Frequently asked questions

Is Alibaba QwenGuard4B or Meta Llama Guard more secure?

On Guardion's Prompt Attack Risk Benchmark, Meta Llama Guard is the more secure of the two: QwenGuard4B scores NaN% and Llama Guard scores NaN% on F1 score (higher is better).

What is the F1 score of QwenGuard4B vs Llama Guard?

QwenGuard4B 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 QwenGuard4B 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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