Alternatives to Amazon Bedrock.

Other Agent infrastructure profiles in the same directory. Shared topics show where they overlap. Nothing here was timed, ranked by revenue, or tested on our laptops.

Amazon Bedrock is Watch. AWS access to foundation models and supporting services such as knowledge bases and guardrails.

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Cloudflare AI Gateway

Cloudflare

Gateway controls including analytics, caching and rate limiting.

Core features free. New-gateway logs follow Workers Logs billing; Unified Billing credit purchases have a 5% fee. Provider inference costs remain.

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Cloudflare Workers AI

Cloudflare

Managed model inference integrated with the Workers platform.

10,000 neurons/day free allocation; paid usage above that is $0.011/1,000 neurons on Workers Paid. Model units vary.

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LangSmith

LangChain

A platform for tracing, evaluation and agent-development workflows.

Developer $0/seat/month plus usage, up to 5,000 base traces/month. Plus $39/seat/month plus usage.

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Mistral OCR

Mistral AI

A document OCR API for extracting content from documents, documented in Mistral’s document AI guide.

OCR is billed per 1,000 pages rather than ordinary chat tokens; downstream model use is separate.

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Hugging Face Inference Providers

Hugging Face

Hosted access to inference providers with centralized pay-as-you-go billing.

Pay-as-you-go provider rates with no Hugging Face markup. PRO includes $2/month compute credits; free users must buy credits or upgrade.

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