Agen.co Discover vs Openlayer AI Agent Evaluation Platform: Side-by-Side Comparison (2026)

Agen.co Discover: Discovers & inventories all AI agents across IdP, cloud, and endpoints. built by Agen.co. Core capabilities include Continuous AI agent discovery across IdP, cloud, endpoints, and registries, Shadow AI detection, including unapproved and undeclared agents, Agentless, API-based scanning with no endpoint software required..

Openlayer AI Agent Evaluation Platform: AI agent testing platform for security, reliability, and behavior validation. built by Openlayer. Core capabilities include Scenario-based behavioral evaluation simulating real-world agent interactions, Security guardrails detecting prompt injections, data exfiltration, and PII/IP leakage, Agent reliability scoring using performance, latency, and compliance signals..

Both serve the Agentic AI Security market but differ in approach, feature depth, and target audience.

Agen.co Discover differentiates with Continuous AI agent discovery across IdP, cloud, endpoints, and registries, Shadow AI detection, including unapproved and undeclared agents, Agentless, API-based scanning with no endpoint software required. Openlayer AI Agent Evaluation Platform differentiates with Scenario-based behavioral evaluation simulating real-world agent interactions, Security guardrails detecting prompt injections, data exfiltration, and PII/IP leakage, Agent reliability scoring using performance, latency, and compliance signals.

Agen.co Discover is developed by Agen.co. Openlayer AI Agent Evaluation Platform is developed by Openlayer. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

Agen.co Discover integrates with Microsoft Entra ID, Okta, Google Workspace, Microsoft Defender for Endpoint, AWS. Openlayer AI Agent Evaluation Platform integrates with CI/CD pipelines. Check integration compatibility with your existing security stack before deciding.

Agen.co Discover and Openlayer AI Agent Evaluation Platform serve similar Agentic AI Security use cases: both are Agentic AI Security tools, both cover Agentic AI Security, AI Governance, AI Observability. Review the feature comparison above to determine which fits your requirements.