AI Gateway vs Continuous Red Teaming: 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..

Continuous Red Teaming: Continuous red teaming platform for testing and securing LLM agents. built by Giskard. Core capabilities include Dynamic multi-turn attack generation using AI red teamer, Context-aware attacks using internal business data, Black-box testing via API endpoint access..

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. Continuous Red Teaming differentiates with Dynamic multi-turn attack generation using AI red teamer, Context-aware attacks using internal business data, Black-box testing via API endpoint access.

AI Gateway is developed by NeuralTrust. Continuous Red Teaming is developed by Giskard. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

AI Gateway and Continuous Red Teaming serve similar LLM Guardrails use cases. Review the feature comparison above to determine which fits your requirements.