Alibaba QwenGuard4B vs Google Cloud Model Armor

Detailed comparison for runtime guardrails

AlibabaGoogle Cloud

Head-to-Head Overview

Model Armor is the overall winner in this comparison!

Guardrail Metrics

F1 Score

QwenGuard4B
0
Model Armor
4.680

Accuracy

QwenGuard4B
0
Model Armor
45.540

Precision

QwenGuard4B
0
Model Armor
76.410

Recall

QwenGuard4B
0
Model Armor
10.670

False Positive Rate

QwenGuard4B
0
Model Armor
4.700

False Negative Rate

QwenGuard4B
0
Model Armor
89.330

Average Latency (ms)

QwenGuard4B
0
Model Armor
0.703

p50 Latency (ms)

QwenGuard4B
0
Model Armor
381.288

p90 Latency (ms)

QwenGuard4B
0
Model Armor
1549.410

Key Highlights

  • Google Cloud Model Armor has a better F1 Score.
  • Google Cloud Model Armor has a better Accuracy.
  • Google Cloud Model Armor has a better Precision.
  • Google Cloud Model Armor 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).

Metric Radar Chart

F1 ScoreAccuracyPrecisionRecallFPRFPRAverage Latency (ms)p50 Latency (ms)p90 Latency (ms)
QwenGuard4B
Model Armor

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