GuardionAI ModernGuard PII vs AWS Bedrock Guardrails

Detailed comparison for runtime guardrails

GuardionAIAWS

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

Head-to-Head Overview

Bedrock Guardrails is the overall winner in this comparison!

Guardrail Metrics

F1 Score

ModernGuard PII
0.000
Bedrock Guardrails
5.420

Accuracy

ModernGuard PII
0.000
Bedrock Guardrails
44.440

Precision

ModernGuard PII
0.000
Bedrock Guardrails
96.340

Recall

ModernGuard PII
0.000
Bedrock Guardrails
5.740

False Positive Rate

ModernGuard PII
0.000
Bedrock Guardrails
0.310

False Negative Rate

ModernGuard PII
0.000
Bedrock Guardrails
94.260

Average Latency (ms)

ModernGuard PII
0.000
Bedrock Guardrails
0.590

p50 Latency (ms)

ModernGuard PII
0.000
Bedrock Guardrails
445.265

p90 Latency (ms)

ModernGuard PII
0.000
Bedrock Guardrails
891.597

Key Highlights

  • AWS Bedrock Guardrails has a better F1 Score.
  • AWS Bedrock Guardrails has a better Accuracy.
  • AWS Bedrock Guardrails has a better Precision.
  • AWS Bedrock Guardrails has a better Recall.
  • GuardionAI ModernGuard PII has a better False Positive Rate.
  • GuardionAI ModernGuard PII has a better False Negative Rate.
  • GuardionAI ModernGuard PII has a better Average Latency (ms).
  • GuardionAI ModernGuard PII has a better p50 Latency (ms).
  • GuardionAI ModernGuard PII has a better p90 Latency (ms).

Security Profile

Outward is better on every axis.

F1 ScoreAccuracyPrecisionRecallFPRFNRAverage Latency (ms)p50 Latency (ms)p90 Latency (ms)
ModernGuard PII
Bedrock Guardrails
Full security profile
GuardionAI ModernGuard PII
Full security profile
AWS Bedrock Guardrails

Frequently asked questions

Is GuardionAI ModernGuard PII or AWS Bedrock Guardrails more secure?

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

What is the F1 score of ModernGuard PII vs Bedrock Guardrails?

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

How were ModernGuard PII and Bedrock Guardrails 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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