Amazon Bedrock Pricing Plans & Tiers

Amazon Bedrock's pricing documentation lists 'Free' tier plus 'Standard, Flex, Priority, Reserved' options with zero dollar amounts published. This is intentional obfuscation: Amazon Bedrock is a managed service sitting on top of AWS infrastructure, and pricing is entirely usage-based and customer-specific. The 'tiers' listed are not product tiers but rather capacity reservation options (Standard = on-demand, Reserved = discounted capacity, Priority = SLA guarantees). Teams cannot estimate deployment costs without AWS account setup and actual inference runs.

The absence of any published per-token or per-inference costs is a critical pricing gap for SaaS teams evaluating Bedrock as an LLM inference platform. Competitors like OpenAI ($0.0001-$0.0015 per token), Anthropic ($0.003-$0.08 per token), and Google Gemini ($0.005-$0.03 per token) publish costs; Amazon Bedrock requires AWS account access and price estimation through AWS calculators. This opacity creates a competitive disadvantage vs. transparent pricing competitors.

Amazon Bedrock's positioning is not as an LLM API but as an AWS managed service for customers already embedded in AWS infrastructure. Pricing is bundled with AWS compute, storage, and networking costs rather than itemized as a separate line item. This integration is strategic—Amazon is optimizing for AWS account consolidation and preventing customer evaluation outside of AWS console.