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Amazon Bedrock adds Amazon CloudWatch metrics for OpenAI- and Anthropic-compatible APIs

Amazon Web Services has expanded monitoring capabilities for its Bedrock AI service by adding Amazon CloudWatch metrics support for the bedrock-mantle endpoint. This endpoint enables customers to run existing OpenAI and Anthropic applications on Amazon Bedrock with minimal code changes by supporting the OpenAI Responses API, OpenAI Chat Completions API, and Anthropic Messages API. The new CloudWatch integration provides the same monitoring capabilities that customers already have for the standard bedrock-runtime endpoint. The CloudWatch metrics are published under the AWS/BedrockMantle namespace and include key operational data such as inference counts, input and output token totals, and client error counts. These metrics are available at multiple granularity levels including account, project, model, and project-and-model combinations, allowing organizations to properly attribute usage and costs to specific workloads and teams. The feature is now available across all AWS regions where the bedrock-mantle endpoint is offered, including major regions in North America, Europe, Asia Pacific, and South America.

Why It Matters

This enhancement addresses a critical operational gap for enterprises migrating AI applications from OpenAI or Anthropic to AWS Bedrock. By providing comprehensive monitoring and observability through CloudWatch, AWS enables organizations to maintain production-grade oversight of their AI inference workloads while taking advantage of Bedrock's enterprise security and scalability features. The granular metrics support also facilitates better cost attribution and capacity planning, which are essential for organizations running multiple AI projects across different teams.

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