LLM APIs · B tier

Amazon Bedrock, B tier

75/100

Companies that already buy through AWS and need private networking.

AWS’s managed API for multiple model providers, with IAM, VPC, and the rest of the AWS account.

External model signals

Amazon Bedrock is scored here as a product. Two public boards rank the models it serves. Token usage informs momentum. Blind votes inform capability. Their numbers stay on their sites.

OpenRouter rankings. OpenRouter ranks models by tokens processed through the OpenRouter API. OpenRouter states that a higher token total shows how much a model is used, not which model is best for a task. That usage informs momentum.
Arena (LMArena leaderboard). Arena, also called LMArena, ranks models by blind human votes. People compare anonymous answers, and only those anonymous votes count toward the public board. Arena fits the votes with a Bradley-Terry model. Those votes inform capability. Method: Arena FAQ.

Checked 14 Oct 2026. The OpenRouter rankings page showed usage through 13 Oct 2026. Rankings data is licensed CC BY 4.0. The figures move, so StackPick links the boards. Rankings data: CC BY 4.0. How these boards enter the score.

Best for

Companies that already buy through AWS and need private networking.

What it is

Amazon Bedrock is a managed API inside AWS for models from several providers, including Amazon’s own. You use it when the data and the bill need to stay in an AWS account. It is more setup than a startup API key, which is the ease penalty.

awsenterprisemulti-modelLLM APIs

Score breakdown

Capability 40%82
Ease 25%64
Value 20%74
Momentum 15%78

Weights: capability 40, ease 25, value 20, momentum 15. Momentum is the editor’s judgment. How the score works.

Pricing

Paid

Starting price: check site

Usage-based inside AWS, sometimes with provisioned throughput. There is no casual free app tier. Check the AWS pricing page.

Dates

Released 2023 (year precision).

Added to StackPick 14 Oct 2026.

Alternatives

S tier · 90

OpenAI API

Products that want the broadest model, tool, and SDK support.

A tier · 88

Gemini API

Apps that want Gemini, multimodal inputs, and a real free tier to prototype.

B tier · 73

Cohere

Retrieval stacks that need embeddings and a reranker more than a celebrity chat model.

Questions

What is Amazon Bedrock best for?

Companies that already buy through AWS and need private networking.

How much does Amazon Bedrock cost?

Paid. Starting price: check site. Usage-based inside AWS, sometimes with provisioned throughput. There is no casual free app tier. Check the AWS pricing page.

What are alternatives to Amazon Bedrock?

OpenAI API, Gemini API, Cohere are the alternatives we file next to it. Open a comparison when one exists.

How do model leaderboards relate to Amazon Bedrock?

Amazon Bedrock is scored here as a product. OpenRouter rankings (https://openrouter.ai/rankings) inform momentum from token usage. Arena (https://arena.ai) informs capability from blind votes on the models it serves. Figures stay on those sites.