AI Gateway vs Confident Security: Side-by-Side Comparison (2026)

AI Gateway: Centralized gateway for accessing and securing AI models with routing & monitoring. built by NeuralTrust. Core capabilities include Centralized access to multiple AI models through single endpoint, Smart traffic routing based on cost, latency, or policy, Failover and automatic recovery mechanisms..

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.

AI Gateway differentiates with Centralized access to multiple AI models through single endpoint, Smart traffic routing based on cost, latency, or policy, Failover and automatic recovery mechanisms. Confident Security differentiates with LLM guardrails for input/output policy enforcement, Prompt injection detection and blocking, AI data loss prevention.

AI Gateway is developed by NeuralTrust. 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.

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