AI agents · AWS vs Google Cloud
Amazon Bedrock AgentCore vs Agent Identity / Agent Gateway
AgentCore Identity and Policy map to Agent Identity (GA), which gives each agent an IAM principal, and Agent Gateway (preview) for central tool and model access control.
Side-by-side comparison
| Aspect | Amazon Web Services | Google Cloud |
|---|---|---|
| Service | Amazon Bedrock AgentCore | Agent Identity Agent Gateway Preview |
| Lifecycle | Generally available | Generally available Private Preview as of the Apr 22, 2026 release notes. |
| What it is | Modular agent platform. Harness (managed agent loop), Runtime, Memory, Gateway (MCP), Identity, Code Interpreter, Browser, Observability, Evaluations, Optimization, Policy, Registry, Payments. Works with any framework and any model. | Gives each deployed agent its own IAM identity so access can be granted, audited, and revoked per agent. Central gateway that governs how agents reach tools, models, and other agents. |
| Pricing model | Consumption-based per component. | Agent Identity carries no separate charge listed; Agent Gateway pricing was not published during preview. |
| Docs | Amazon Bedrock AgentCore docs | Agent Identity docs Agent Gateway docs |
| Pricing page | Amazon Bedrock AgentCore pricing | Agent Identity pricing Agent Gateway pricing |
Key differences
- Agent Identity uses standard Google Cloud IAM, so permissions are granted with IAM roles per agent.
- Central policy enforcement through Agent Gateway was still in Private Preview as of Apr 2026.
Pricing summary
Pricing models only. No prices are quoted because they change by region and over time.
- AWS
- Consumption-based per component. Amazon Bedrock AgentCore pricing →
- GCP
- Agent Identity carries no separate charge listed; Agent Gateway pricing was not published during preview. Agent Identity pricing → Agent Gateway pricing →
And on Azure?
Partial match Azure's equivalent is Foundry Agent Service, Foundry guardrails (content filters). AWS vs Azure comparison →
Verification notes
- No separate price for Agent Identity or Agent Gateway was found on the pricing page on 2026-10-27.
FAQ
What is the Google Cloud equivalent of Amazon Bedrock AgentCore?
AgentCore Identity and Policy map to Agent Identity (GA), which gives each agent an IAM principal, and Agent Gateway (preview) for central tool and model access control.
How does pricing compare between Amazon Bedrock AgentCore and Agent Identity and Agent Gateway?
AWS: Consumption-based per component. Google Cloud: Agent Identity carries no separate charge listed; Agent Gateway pricing was not published during preview. Check the official pricing pages for current rates.
What is the Azure equivalent?
Foundry Agent Service and Foundry guardrails (content filters) (partial match). AgentCore Identity, Policy, and Registry map to Microsoft Entra agent identities, Foundry guardrails (tool-call controls), the Foundry control plane, and the Entra Agent Registry.