Alibaba QwenGuard4B vs GuardionAI ModernGuard

Detailed comparison for runtime guardrails

AlibabaGuardionAI

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

Head-to-Head Overview

ModernGuard is the overall winner in this comparison!

Guardrail Metrics

F1 Score

QwenGuard4B
0.000
ModernGuard
43.170

Accuracy

QwenGuard4B
0.000
ModernGuard
84.270

Precision

QwenGuard4B
0.000
ModernGuard
88.100

Recall

QwenGuard4B
0.000
ModernGuard
84.630

False Positive Rate

QwenGuard4B
0.000
ModernGuard
16.250

False Negative Rate

QwenGuard4B
0.000
ModernGuard
15.370

Average Latency (ms)

QwenGuard4B
0.000
ModernGuard
0.140

p50 Latency (ms)

QwenGuard4B
0.000
ModernGuard
128.625

p90 Latency (ms)

QwenGuard4B
0.000
ModernGuard
184.638

Key Highlights

  • GuardionAI ModernGuard has a better F1 Score.
  • GuardionAI ModernGuard has a better Accuracy.
  • GuardionAI ModernGuard has a better Precision.
  • GuardionAI ModernGuard has a better Recall.
  • Alibaba QwenGuard4B has a better False Positive Rate.
  • Alibaba QwenGuard4B has a better False Negative Rate.
  • Alibaba QwenGuard4B has a better Average Latency (ms).
  • Alibaba QwenGuard4B has a better p50 Latency (ms).
  • Alibaba QwenGuard4B has a better p90 Latency (ms).

Security Profile

Outward is better on every axis.

F1 ScoreAccuracyPrecisionRecallFPRFNRAverage Latency (ms)p50 Latency (ms)p90 Latency (ms)
QwenGuard4B
ModernGuard
Full security profile
Alibaba QwenGuard4B
Full security profile
GuardionAI ModernGuard

Frequently asked questions

Is Alibaba QwenGuard4B or GuardionAI ModernGuard more secure?

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

What is the F1 score of QwenGuard4B vs ModernGuard?

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

How were QwenGuard4B and ModernGuard 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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