Azure PromptShield vs Alibaba QwenGuard4B

Detailed comparison for runtime guardrails

AzureAlibaba

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

Head-to-Head Overview

QwenGuard4B is the overall winner in this comparison!

Guardrail Metrics

F1 Score

PromptShield
0.000
QwenGuard4B
0.000

Accuracy

PromptShield
0.000
QwenGuard4B
0.000

Precision

PromptShield
0.000
QwenGuard4B
0.000

Recall

PromptShield
0.000
QwenGuard4B
0.000

False Positive Rate

PromptShield
0.000
QwenGuard4B
0.000

False Negative Rate

PromptShield
0.000
QwenGuard4B
0.000

Average Latency (ms)

PromptShield
0.000
QwenGuard4B
0.000

p50 Latency (ms)

PromptShield
0.000
QwenGuard4B
0.000

p90 Latency (ms)

PromptShield
0.000
QwenGuard4B
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
QwenGuard4B
Full security profile
Azure PromptShield
Full security profile
Alibaba QwenGuard4B

Frequently asked questions

Is Azure PromptShield or Alibaba QwenGuard4B more secure?

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

What is the F1 score of PromptShield vs QwenGuard4B?

PromptShield scores NaN% F1 and QwenGuard4B scores NaN% F1 on Guardion's prompt-attack benchmark. F1 balances precision and recall — higher is better.

How were PromptShield and QwenGuard4B 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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