Compare · Models & inference
Guardrails & safety filters compared head to head
118 like-for-like comparisons of guardrails and safety filters, each pair scored category by category with prices, facts and verdicts side by side. Pairs are made only when both do the same job.
- 118 comparisons
- 8 jobs
- 16 ranked
Ranked
- #1Google Cloud Model ArmorBB77.9
- #2Amazon Bedrock GuardrailsBB74.8
- #3OpenAI Moderation APIBB71.3
- #4OpenAI GuardrailsB69.5
- #5NVIDIA NeMo GuardrailsB68.4
- #6PresidioB66
- #7Prisma AIRS AI Runtime Security APIB62.8
- #8Cisco AI Defense Inspection APIC61.3
- #9Azure AI Content Safety (Prompt Shields)C60.7
- #10Granite GuardianC60.1
- #11Lakera Guard (Check Point AI Guardrails)C59.6
- #12Mistral Moderation APIC58.4
- #13LlamaFirewallD50.8
- #14Guardrails AID49.6
- #15Llama Guard 4D49.1
- #16Galileo API + MCPD47.7
Agent tracing 14
- Arize Phoenix vs Galileo API + MCP BB 75.4 vs D 47.7
- Baserun vs Galileo API + MCP F 7 vs D 47.7
- Braintrust API + MCP vs Galileo API + MCP C 61.1 vs D 47.7
- Galileo API + MCP vs Helicone AI Gateway + MCP D 47.7 vs D 46.9
- Galileo API + MCP vs HoneyHive D 47.7 vs C 55.7
- Galileo API + MCP vs Laminar API + MCP D 47.7 vs C 56.6
- Galileo API + MCP vs Langfuse API + MCP D 47.7 vs BB 72.7
- Galileo API + MCP vs LangSmith API + MCP D 47.7 vs BB 71.1
- Galileo API + MCP vs LangWatch D 47.7 vs B 65.5
- Galileo API + MCP vs MLflow Tracing D 47.7 vs C 61.2
- Galileo API + MCP vs Prefactor D 47.7 vs B 65.6
- Galileo API + MCP vs Pydantic Logfire D 47.7 vs B 64.9
- Galileo API + MCP vs Respan API + MCP D 47.7 vs B 65.5
- Galileo API + MCP vs W&B Weave D 47.7 vs B 66.7
Prompt injection detection 50
- Amazon Bedrock Guardrails vs Azure AI Content Safety (Prompt Shields) BB 74.8 vs C 60.7
- Amazon Bedrock Guardrails vs Cisco AI Defense Inspection API BB 74.8 vs C 61.3
- Amazon Bedrock Guardrails vs Google Cloud Model Armor BB 74.8 vs BB 77.9
- Amazon Bedrock Guardrails vs Granite Guardian BB 74.8 vs C 60.1
- Amazon Bedrock Guardrails vs Guardrails AI BB 74.8 vs D 49.6
- Amazon Bedrock Guardrails vs Lakera Guard (Check Point AI Guardrails) BB 74.8 vs C 59.6
- Amazon Bedrock Guardrails vs LlamaFirewall BB 74.8 vs D 50.8
- Amazon Bedrock Guardrails vs NVIDIA NeMo Guardrails BB 74.8 vs B 68.4
- Amazon Bedrock Guardrails vs OpenAI Guardrails BB 74.8 vs B 69.5
- Amazon Bedrock Guardrails vs Prisma AIRS AI Runtime Security API BB 74.8 vs B 62.8
- Azure AI Content Safety (Prompt Shields) vs Cisco AI Defense Inspection API C 60.7 vs C 61.3
- Azure AI Content Safety (Prompt Shields) vs Google Cloud Model Armor C 60.7 vs BB 77.9
- Azure AI Content Safety (Prompt Shields) vs Granite Guardian C 60.7 vs C 60.1
- Azure AI Content Safety (Prompt Shields) vs Guardrails AI C 60.7 vs D 49.6
- Azure AI Content Safety (Prompt Shields) vs Lakera Guard (Check Point AI Guardrails) C 60.7 vs C 59.6
- Azure AI Content Safety (Prompt Shields) vs LlamaFirewall C 60.7 vs D 50.8
- Azure AI Content Safety (Prompt Shields) vs NVIDIA NeMo Guardrails C 60.7 vs B 68.4
- Azure AI Content Safety (Prompt Shields) vs OpenAI Guardrails C 60.7 vs B 69.5
- Azure AI Content Safety (Prompt Shields) vs Prisma AIRS AI Runtime Security API C 60.7 vs B 62.8
- Cisco AI Defense Inspection API vs Google Cloud Model Armor C 61.3 vs BB 77.9
- Cisco AI Defense Inspection API vs Granite Guardian C 61.3 vs C 60.1
- Cisco AI Defense Inspection API vs Guardrails AI C 61.3 vs D 49.6
- Cisco AI Defense Inspection API vs Lakera Guard (Check Point AI Guardrails) C 61.3 vs C 59.6
- Cisco AI Defense Inspection API vs LlamaFirewall C 61.3 vs D 50.8
- Cisco AI Defense Inspection API vs NVIDIA NeMo Guardrails C 61.3 vs B 68.4
- Cisco AI Defense Inspection API vs OpenAI Guardrails C 61.3 vs B 69.5
- Cisco AI Defense Inspection API vs Prisma AIRS AI Runtime Security API C 61.3 vs B 62.8
- Google Cloud Model Armor vs Granite Guardian BB 77.9 vs C 60.1
- Google Cloud Model Armor vs Guardrails AI BB 77.9 vs D 49.6
- Google Cloud Model Armor vs Lakera Guard (Check Point AI Guardrails) BB 77.9 vs C 59.6
- Google Cloud Model Armor vs LlamaFirewall BB 77.9 vs D 50.8
- Google Cloud Model Armor vs NVIDIA NeMo Guardrails BB 77.9 vs B 68.4
- Google Cloud Model Armor vs OpenAI Guardrails BB 77.9 vs B 69.5
- Google Cloud Model Armor vs Prisma AIRS AI Runtime Security API BB 77.9 vs B 62.8
- Granite Guardian vs LlamaFirewall C 60.1 vs D 50.8
- Guardrails AI vs Lakera Guard (Check Point AI Guardrails) D 49.6 vs C 59.6
- Guardrails AI vs LlamaFirewall D 49.6 vs D 50.8
- Guardrails AI vs NVIDIA NeMo Guardrails D 49.6 vs B 68.4
- Guardrails AI vs OpenAI Guardrails D 49.6 vs B 69.5
- Guardrails AI vs Prisma AIRS AI Runtime Security API D 49.6 vs B 62.8
- Lakera Guard (Check Point AI Guardrails) vs LlamaFirewall C 59.6 vs D 50.8
- Lakera Guard (Check Point AI Guardrails) vs NVIDIA NeMo Guardrails C 59.6 vs B 68.4
- Lakera Guard (Check Point AI Guardrails) vs OpenAI Guardrails C 59.6 vs B 69.5
- Lakera Guard (Check Point AI Guardrails) vs Prisma AIRS AI Runtime Security API C 59.6 vs B 62.8
- LlamaFirewall vs NVIDIA NeMo Guardrails D 50.8 vs B 68.4
- LlamaFirewall vs OpenAI Guardrails D 50.8 vs B 69.5
- LlamaFirewall vs Prisma AIRS AI Runtime Security API D 50.8 vs B 62.8
- NVIDIA NeMo Guardrails vs OpenAI Guardrails B 68.4 vs B 69.5
- NVIDIA NeMo Guardrails vs Prisma AIRS AI Runtime Security API B 68.4 vs B 62.8
- OpenAI Guardrails vs Prisma AIRS AI Runtime Security API B 69.5 vs B 62.8
Content moderation 38
- Amazon Bedrock Guardrails vs Llama Guard 4 BB 74.8 vs D 49.1
- Amazon Bedrock Guardrails vs Mistral Moderation API BB 74.8 vs C 58.4
- Amazon Bedrock Guardrails vs OpenAI Moderation API BB 74.8 vs BB 71.3
- Azure AI Content Safety (Prompt Shields) vs Llama Guard 4 C 60.7 vs D 49.1
- Azure AI Content Safety (Prompt Shields) vs Mistral Moderation API C 60.7 vs C 58.4
- Azure AI Content Safety (Prompt Shields) vs OpenAI Moderation API C 60.7 vs BB 71.3
- Cisco AI Defense Inspection API vs Llama Guard 4 C 61.3 vs D 49.1
- Cisco AI Defense Inspection API vs Mistral Moderation API C 61.3 vs C 58.4
- Cisco AI Defense Inspection API vs OpenAI Moderation API C 61.3 vs BB 71.3
- Google Cloud Model Armor vs Llama Guard 4 BB 77.9 vs D 49.1
- Google Cloud Model Armor vs Mistral Moderation API BB 77.9 vs C 58.4
- Google Cloud Model Armor vs OpenAI Moderation API BB 77.9 vs BB 71.3
- Granite Guardian vs Guardrails AI C 60.1 vs D 49.6
- Granite Guardian vs Lakera Guard (Check Point AI Guardrails) C 60.1 vs C 59.6
- Granite Guardian vs Llama Guard 4 C 60.1 vs D 49.1
- Granite Guardian vs Mistral Moderation API C 60.1 vs C 58.4
- Granite Guardian vs NVIDIA NeMo Guardrails C 60.1 vs B 68.4
- Granite Guardian vs OpenAI Guardrails C 60.1 vs B 69.5
- Granite Guardian vs OpenAI Moderation API C 60.1 vs BB 71.3
- Granite Guardian vs Prisma AIRS AI Runtime Security API C 60.1 vs B 62.8
- Guardrails AI vs Llama Guard 4 D 49.6 vs D 49.1
- Guardrails AI vs Mistral Moderation API D 49.6 vs C 58.4
- Guardrails AI vs OpenAI Moderation API D 49.6 vs BB 71.3
- Lakera Guard (Check Point AI Guardrails) vs Llama Guard 4 C 59.6 vs D 49.1
- Lakera Guard (Check Point AI Guardrails) vs Mistral Moderation API C 59.6 vs C 58.4
- Lakera Guard (Check Point AI Guardrails) vs OpenAI Moderation API C 59.6 vs BB 71.3
- Llama Guard 4 vs Mistral Moderation API D 49.1 vs C 58.4
- Llama Guard 4 vs NVIDIA NeMo Guardrails D 49.1 vs B 68.4
- Llama Guard 4 vs OpenAI Guardrails D 49.1 vs B 69.5
- Llama Guard 4 vs OpenAI Moderation API D 49.1 vs BB 71.3
- Llama Guard 4 vs Prisma AIRS AI Runtime Security API D 49.1 vs B 62.8
- Mistral Moderation API vs NVIDIA NeMo Guardrails C 58.4 vs B 68.4
- Mistral Moderation API vs OpenAI Guardrails C 58.4 vs B 69.5
- Mistral Moderation API vs OpenAI Moderation API C 58.4 vs BB 71.3
- Mistral Moderation API vs Prisma AIRS AI Runtime Security API C 58.4 vs B 62.8
- NVIDIA NeMo Guardrails vs OpenAI Moderation API B 68.4 vs BB 71.3
- OpenAI Guardrails vs OpenAI Moderation API B 69.5 vs BB 71.3
- OpenAI Moderation API vs Prisma AIRS AI Runtime Security API BB 71.3 vs B 62.8
Evaluations 1
- DeepEval vs Galileo API + MCP B 64.7 vs D 47.7
PII detection 11
- Amazon Bedrock Guardrails vs Presidio BB 74.8 vs B 66
- Cisco AI Defense Inspection API vs Presidio C 61.3 vs B 66
- Google Cloud Model Armor vs Presidio BB 77.9 vs B 66
- Guardrails AI vs Presidio D 49.6 vs B 66
- Lakera Guard (Check Point AI Guardrails) vs Presidio C 59.6 vs B 66
- LlamaFirewall vs Presidio D 50.8 vs B 66
- LlamaFirewall vs Mistral Moderation API D 50.8 vs C 58.4
- Presidio vs Mistral Moderation API B 66 vs C 58.4
- Presidio vs NVIDIA NeMo Guardrails B 66 vs B 68.4
- Presidio vs OpenAI Guardrails B 66 vs B 69.5
- Presidio vs Prisma AIRS AI Runtime Security API B 66 vs B 62.8
Self-hosted guardrails 2
- Granite Guardian vs Presidio C 60.1 vs B 66
- Llama Guard 4 vs Presidio D 49.1 vs B 66
Policy enforcement 1
- Llama Guard 4 vs LlamaFirewall D 49.1 vs D 50.8
Prompt and content safety checks 1
- LlamaFirewall vs OpenAI Moderation API D 50.8 vs BB 71.3