Confident Security vs TrojAI Defend: side-by-side comparison (2026)
Confident Security is a commercial LLM guardrails solution by Confident Security. TrojAI Defend is a commercial LLM guardrails solution by A10 Networks. Features, integrations, deployment and the company behind each one, side by side.
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Platform for securing, governing, and monitoring AI/LLM deployments.
AI firewall for runtime protection of AI models, applications, and agents
Side-by-side comparison
Feature
Confident Security
TrojAI Defend
Pricing model
Commercial
Commercial
Category
LLM Guardrails
LLM Guardrails
Deployment and fit
Deployment type
Cloud
Cloud
Company size fit
Mid-Market, Enterprise
SMB, Mid-Market, Enterprise
Company
Company
Confident Security
A10 Networks
Use cases and capabilities
LLM Security
Yes
No
LLM Guardrails
Yes
No
AI Firewall
Yes
Yes
AI Gateway
Yes
No
Prompt Injection
Yes
No
Shadow AI
Yes
No
AI Governance
Yes
No
AI DLP
Yes
No
AI Observability
Yes
No
GenAI Security
Yes
No
Content Filtering
No
Yes
Browser Security
No
Yes
Core features
8 features listed
10 features listed
Integrations
7 integrations listed
2 integrations listed
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