Meta Prompt Guard 2 86M vs AWS Bedrock Guardrails

Detailed comparison for runtime guardrails

MetaAWS

On Guardion's Prompt Attack Risk Benchmark, AWS Bedrock Guardrails is the more secure of the two: Prompt Guard 2 86M 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

Prompt Guard 2 86M
0.000
Bedrock Guardrails
5.420

Accuracy

Prompt Guard 2 86M
0.000
Bedrock Guardrails
44.440

Precision

Prompt Guard 2 86M
0.000
Bedrock Guardrails
96.340

Recall

Prompt Guard 2 86M
0.000
Bedrock Guardrails
5.740

False Positive Rate

Prompt Guard 2 86M
0.000
Bedrock Guardrails
0.310

False Negative Rate

Prompt Guard 2 86M
0.000
Bedrock Guardrails
94.260

Average Latency (ms)

Prompt Guard 2 86M
0.000
Bedrock Guardrails
0.590

p50 Latency (ms)

Prompt Guard 2 86M
0.000
Bedrock Guardrails
445.265

p90 Latency (ms)

Prompt Guard 2 86M
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.
  • Meta Prompt Guard 2 86M has a better False Positive Rate.
  • Meta Prompt Guard 2 86M has a better False Negative Rate.
  • Meta Prompt Guard 2 86M has a better Average Latency (ms).
  • Meta Prompt Guard 2 86M has a better p50 Latency (ms).
  • Meta Prompt Guard 2 86M has a better p90 Latency (ms).

Security Profile

Outward is better on every axis.

F1 ScoreAccuracyPrecisionRecallFPRFNRAverage Latency (ms)p50 Latency (ms)p90 Latency (ms)
Prompt Guard 2 86M
Bedrock Guardrails
Full security profile
Meta Prompt Guard 2 86M
Full security profile
AWS Bedrock Guardrails

Frequently asked questions

Is Meta Prompt Guard 2 86M or AWS Bedrock Guardrails more secure?

On Guardion's Prompt Attack Risk Benchmark, AWS Bedrock Guardrails is the more secure of the two: Prompt Guard 2 86M scores NaN% and Bedrock Guardrails scores NaN% on F1 score (higher is better).

What is the F1 score of Prompt Guard 2 86M vs Bedrock Guardrails?

Prompt Guard 2 86M 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 Prompt Guard 2 86M 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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