Wardstone vs NeMo Guardrails

Open-source guardrails framework from NVIDIA

Wardstone Latency
sub-30ms
NeMo Guardrails Latency
380-530ms overhead per layer (1.3-1.5s total with full stack)

About NeMo Guardrails

NeMo Guardrails is an open-source framework from NVIDIA for adding programmable guardrails to LLM applications. It uses a domain-specific language (Colang) to define conversation flows and safety rules.

Feature Comparison

Feature
Wardstone
NeMo Guardrails
Prompt Injection Detection
Yes
Partial
Jailbreak Detection
Yes
Partial
Content Moderation
Yes
Partial
PII Detection
Yes
Yes
Unknown Link Detection
Yes
No
Output Filtering
Yes
Yes

Key Differences

Why Choose Wardstone

  • Zero coding required
  • Much lower latency: sub-30ms vs 200-1000ms
  • No additional LLM calls needed
  • Pre-trained on millions of attack patterns
  • Simpler integration (just API calls)

NeMo Guardrails Pros

  • Highly customizable with Colang DSL
  • Open-source with active development
  • Can implement complex conversation flows
  • Integrates with various LLM providers
  • NVIDIA backing and support
  • Built-in PII detection via Presidio and GLiNER

NeMo Guardrails Cons

  • Requires significant development effort
  • Self-check guardrails require LLM calls
  • High latency with full guardrail stack
  • Learning curve for Colang DSL

Migration Guide

Switching from NeMo Guardrails to Wardstone? Follow these steps for a smooth transition.

1

Evaluate build vs buy

Compare development time for NeMo guardrails vs Wardstone API integration.

2

Add Wardstone for threat detection

Use Wardstone API for prompt attack and content detection.

3

Keep NeMo for conversation flows (optional)

NeMo can still manage conversation flows while Wardstone handles security.

4

Simplify with Wardstone-only (optional)

For most use cases, Wardstone provides sufficient protection without custom guardrails.

Need help migrating?Contact our team

The Verdict

NeMo Guardrails is a powerful framework for building custom guardrails but requires significant development effort. Wardstone provides out-of-the-box protection with no coding required.

NeMo Guardrails is best for:

Teams with development resources who need highly customized conversation flows and guardrails

Related Comparisons

Ready to try Wardstone?

See how Wardstone compares in your environment. Test with your own prompts in the playground.