CloudMatos Prompt Firewall vs Confident Security: Side-by-Side Comparison (2026)

CloudMatos Prompt Firewall: Firewall for LLM systems preventing prompt injection, data leaks & jailbreaks. built by CloudMatos. Core capabilities include Prompt validation and sanitization, Response scrubbing and data redaction, Real-time threat detection with jailbreak signatures..

Confident Security: Platform for securing, governing, and monitoring AI/LLM deployments. built by Confident Security. Core capabilities include LLM guardrails for input/output policy enforcement, Prompt injection detection and blocking, AI data loss prevention..

Both serve the LLM Guardrails market but differ in approach, feature depth, and target audience.

CloudMatos Prompt Firewall differentiates with Prompt validation and sanitization, Response scrubbing and data redaction, Real-time threat detection with jailbreak signatures. Confident Security differentiates with LLM guardrails for input/output policy enforcement, Prompt injection detection and blocking, AI data loss prevention.

CloudMatos Prompt Firewall is developed by CloudMatos. Confident Security is developed by Confident Security. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

CloudMatos Prompt Firewall and Confident Security serve similar LLM Guardrails use cases: both are LLM Guardrails tools, both cover LLM Security, AI Firewall, Prompt Injection. Review the feature comparison above to determine which fits your requirements.