AI agents · AWS vs Google Cloud
Amazon Bedrock AgentCore vs Agent Platform Sessions and Memory Bank
AgentCore Memory maps to Agent Platform Sessions (short-term) and Memory Bank (long-term memories extracted from conversations).
Side-by-side comparison
| Aspect | Amazon Web Services | Google Cloud |
|---|---|---|
| Service | Amazon Bedrock AgentCore | Agent Platform Sessions and Memory Bank |
| Lifecycle | Generally available | Memory Bank billing started Sep 1, 2026. |
| 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. | Managed short-term session state and long-term memory that agents read and write across conversations. |
| Pricing model | Billed per memory event and stored or retrieved long-term records. | Billed by usage: storage plus API requests that read or write sessions and memories. See the Agent Platform pricing page. |
| Docs | Amazon Bedrock AgentCore docs | Agent Platform Sessions and Memory Bank docs |
| Pricing page | Amazon Bedrock AgentCore pricing | Agent Platform Sessions and Memory Bank pricing |
Key differences
- Memory Bank extracts and consolidates memories with a model, similar to AgentCore long-term memory strategies.
- Memory Bank started billing on Sep 1, 2026.
Pricing summary
Pricing models only. No prices are quoted because they change by region and over time.
- AWS
- Billed per memory event and stored or retrieved long-term records. Amazon Bedrock AgentCore pricing →
- GCP
- Billed by usage: storage plus API requests that read or write sessions and memories. See the Agent Platform pricing page. Agent Platform Sessions and Memory Bank pricing →
And on Azure?
Partial match Azure's equivalent is Foundry Agent Service. AWS vs Azure comparison →
FAQ
What is the Google Cloud equivalent of Amazon Bedrock AgentCore?
AgentCore Memory maps to Agent Platform Sessions (short-term) and Memory Bank (long-term memories extracted from conversations).
How does pricing compare between Amazon Bedrock AgentCore and Agent Platform Sessions and Memory Bank?
AWS: Billed per memory event and stored or retrieved long-term records. Google Cloud: Billed by usage: storage plus API requests that read or write sessions and memories. See the Agent Platform pricing page. Check the official pricing pages for current rates.
What is the Azure equivalent?
Foundry Agent Service (partial match). AgentCore Memory maps to Foundry Agent Service memory (preview).