The Amazon Bedrock Model Profiler is an open source tool that aggregates model metadata from multiple AWS APIs and external sources into a single, searchable interface, addressing the complexity of comparing over 100 foundation models from providers such as Anthropic, OpenAI, Meta, Mistral AI, Cohere, and Amazon. The tool provides advanced filtering, side-by-side comparisons, and detailed model cards to ease the manual search effort across various documents and model cards. Behind the interface, a fully automated serverless pipeline collects and processes data from seven distinct sources: five AWS APIs and two public URLs. These sources include the Amazon Bedrock ListFoundationModels API for model specifications, capabilities, modalities, and regional availability across 33 regions; the AWS Price List API for on-demand, batch, and reserved-tier pricing across three service codes; the AWS Service Quotas API for tokens-per-minute (TPM) limits, requests-per-minute (RPM) quotas, and throughput constraints; the Amazon Bedrock ListInferenceProfiles API for cross-region inference configurations; the Amazon Bedrock Mantle API for Mantle inference availability; the LiteLLM Model Database for token specifications including context window sizes and max output tokens; and AWS Documentation for model lifecycle status. The tool can be deployed in under five minutes.