Amazon Bedrock review

Amazon Bedrock is on this list for teams whose infrastructure already runs on AWS. It gives access to hundreds of foundation models, with open-weight families such as DeepSeek, Qwen, Meta Llama and OpenAI models next to proprietary ones, all under AWS identity, security and billing. AWS says more than 100,000 organizations use it. Bedrock bills on-demand inference per token, offers batch inference at a 50% lower price for select models, and supports provisioned throughput. Custom Model Import lets you bring your own weights, such as a fine-tuned Llama, with metering in 5-minute windows and monthly storage charges. Guardrails, evaluation tools and AgentCore cover safety and agents. The trade-offs are cost and effort: prices sit in long per-model, per-region tables we could not confirm in USD from here, setup needs IAM and model access, and dedicated open-model hosts are usually cheaper per token. We list the price as pending.

Who it is for

Teams already on AWS that need open and proprietary models behind AWS security, billing and compliance.

Price

See vendor pricing (USD check pending).

US price check pending. See the vendor pricing page.

Key features

• Access to hundreds of foundation models, including DeepSeek, Qwen, Meta and OpenAI models
• Batch inference at a 50% lower price than on-demand for select models
• Custom Model Import for your own weights, billed in 5-minute windows
• Guardrails, evaluation tools and AgentCore for agents
• AWS security, IAM and billing

Strengths and weaknesses

• Strength: Open and proprietary models under one AWS account
• Strength: Batch inference at half the on-demand price for select models
• Strength: Fits existing AWS compliance and committed spend
• Weakness: Pricing is spread across many model and region tables
• Weakness: Setup needs AWS accounts, IAM and model access
• Weakness: Usually not the cheapest per token for open-weight models

Key facts

• Organizations: More than 100,000
• Batch discount: 50% below on-demand for select models
• Custom Model Import: Metered in 5-minute windows
• Model providers: Anthropic, Meta, Mistral AI, Amazon, DeepSeek, OpenAI, Qwen and more

Where it ranks

Amazon Bedrock is No. 10 in our Best AI Inference Platforms verdict and No. 10 in Best LLM APIs.