Microsoft Azure → Amazon Web Services
AWS equivalent of Foundry observability & evaluations
The closest AWS equivalents of Foundry observability & evaluations are Amazon Bedrock Evaluations and Amazon Bedrock AgentCore.
About Foundry observability & evaluations
| Provider | Microsoft Azure |
|---|---|
| Status | Generally available Some dashboards are in preview. |
| What it is | Tracing, built-in and custom evaluators (quality, safety, agent metrics), continuous evaluation, and monitoring dashboards. Also includes Agent optimizer (preview). |
| Documentation | learn.microsoft.com |
| Pricing | Official pricing page |
AWS mappings (1)
| Capability | AWS equivalent | Match |
|---|---|---|
| Model, RAG & agent evaluation | Amazon Bedrock Evaluations, Amazon Bedrock AgentCore | Direct match |
Generative AI platforms & models(1)
Model, RAG & agent evaluation Direct match
Bedrock Evaluations and AgentCore Evaluations map to Foundry observability and evaluations (built-in and custom evaluators, continuous evaluation, and tracing).
- Bedrock Evaluations covers models (including Marketplace, custom, and imported models, and prompt routers) and RAG sources, including ones outside Bedrock. It supports human-worker evaluation jobs.
- AgentCore Evaluations and Optimization score agent sessions and traces (Strands, LangGraph, OpenTelemetry/OpenInference) and run A/B tests on prompt and tool-description changes.
- Foundry combines tracing, evaluators, and monitoring dashboards (some preview), and adds Agent optimizer (preview) to propose better instructions and tools.