AWS Bedrock Guardrails vs Meta Prompt Guard 2 86M

Detailed comparison for runtime guardrails

AWSMeta

On Guardion's Prompt Attack Risk Benchmark, Meta Prompt Guard 2 86M is the more secure of the two: Bedrock Guardrails scores NaN% and Prompt Guard 2 86M 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

Bedrock Guardrails
5.420
Prompt Guard 2 86M
0.000

Accuracy

Bedrock Guardrails
44.440
Prompt Guard 2 86M
0.000

Precision

Bedrock Guardrails
96.340
Prompt Guard 2 86M
0.000

Recall

Bedrock Guardrails
5.740
Prompt Guard 2 86M
0.000

False Positive Rate

Bedrock Guardrails
0.310
Prompt Guard 2 86M
0.000

False Negative Rate

Bedrock Guardrails
94.260
Prompt Guard 2 86M
0.000

Average Latency (ms)

Bedrock Guardrails
0.590
Prompt Guard 2 86M
0.000

p50 Latency (ms)

Bedrock Guardrails
445.265
Prompt Guard 2 86M
0.000

p90 Latency (ms)

Bedrock Guardrails
891.597
Prompt Guard 2 86M
0.000

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)
Bedrock Guardrails
Prompt Guard 2 86M
Full security profile
AWS Bedrock Guardrails
Full security profile
Meta Prompt Guard 2 86M

Frequently asked questions

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

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

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

Bedrock Guardrails scores NaN% F1 and Prompt Guard 2 86M scores NaN% F1 on Guardion's prompt-attack benchmark. F1 balances precision and recall — higher is better.

How were Bedrock Guardrails and Prompt Guard 2 86M 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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