Amazon Bedrock vs Replicate: Token Pricing, Speed & Intelligence

Full comparison of Amazon Bedrock and Replicate — live token pricing, latency, throughput, context window, strengths, weaknesses, and best use cases. Updated July 2026.

Amazon Bedrock

AWS-native LLM access — Nova, Claude, Llama, and more via one API

Amazon Bedrock is AWS's managed LLM service, providing access to Amazon's own Nova models alongside third-party models from Anthropic, Meta, Mistral, and others. It integrates natively with the AWS ecosystem including IAM, VPC, and CloudWatch, making it the default choice for teams already on AWS.

AWS-nativeEnterprise complianceMulti-modelHIPAA workloadsAgents

Proprietary modelsHosts open weights

Replicate

Run open-source AI models with a simple API — no infrastructure required

Replicate is a platform for running open-source AI models via a simple API. It hosts thousands of community models including Llama, Stable Diffusion, Whisper, and more. Pay per prediction with no infrastructure to manage — ideal for prototyping and production inference.

Image generationAudio transcriptionVideo modelsPrototypingCustom model deployment

Open-weight hostHosts open weights

Key metrics

Cheapest input ($/1M)

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Cheapest output ($/1M)

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Peak throughput

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Best latency (TTFT)

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Intelligence score

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Context window

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Live token pricing

Strengths & weaknesses

Amazon Bedrock

Native AWS integration — IAM, VPC, CloudWatch, S3

Access to Claude, Llama, Mistral, and Amazon Nova via one API

Enterprise compliance: SOC 2, HIPAA, GDPR

Provisioned throughput for guaranteed capacity

No data leaves your AWS account

More complex setup than standalone inference APIs

Pricing can be higher than direct provider APIs

Latency overhead from AWS abstraction layer

Replicate

Thousands of community models available instantly

Simple pay-per-prediction pricing

No infrastructure management

Strong image/video/audio model support

Easy model deployment for custom models

Higher per-token cost than dedicated inference APIs for text models

Cold start latency on less popular models

Less suitable for high-throughput text inference

Key differentiators

Amazon Bedrock

The only way to run Claude, Llama, and Amazon Nova within your own AWS VPC — data never leaves your account.

Replicate

The largest catalog of community AI models — if a model exists on Hugging Face, it's likely on Replicate. Unmatched for image, audio, and video model access.

Frequently asked questions

Amazon Bedrock FAQs

What models are available on Amazon Bedrock?

Amazon Bedrock offers Amazon Nova (Micro, Lite, Pro), Anthropic Claude (Haiku, Sonnet, Opus), Meta Llama 3.x, Mistral, Cohere, and others. The catalog varies by AWS region.

How does Amazon Bedrock pricing work?

Bedrock uses on-demand pricing per 1M tokens, similar to direct provider APIs. Provisioned throughput is available for guaranteed capacity at a fixed hourly rate. Prices are generally comparable to or slightly above direct provider pricing.

Is Amazon Bedrock HIPAA-compliant?

Yes. Amazon Bedrock is covered under AWS's HIPAA BAA, making it suitable for healthcare applications that require HIPAA compliance. Data processed through Bedrock stays within your AWS account.

Replicate FAQs

How does Replicate pricing work?

Replicate charges per prediction based on the compute time used. Pricing varies by model and GPU type. Text models are billed per token; image models per image. Some models are free with rate limits.

What types of models does Replicate support?

Replicate supports text (Llama, Mistral), image (Stable Diffusion, FLUX), audio (Whisper), video, and many other model types. It has one of the broadest model catalogs of any inference platform.

Can I deploy my own model on Replicate?

Yes. Replicate lets you package and deploy custom models using Cog, their open-source model packaging tool. Once deployed, your model gets a public API endpoint.

Provider resources

Amazon Bedrock

Provider page Website Pricing Docs

Replicate

Provider page Website Pricing Docs

Amazon Bedrock — AWS-native LLM access — Nova, Claude, Llama, and more via one API

The only way to run Claude, Llama, and Amazon Nova within your own AWS VPC — data never leaves your account.

Replicate — Run open-source AI models with a simple API — no infrastructure required

The largest catalog of community AI models — if a model exists on Hugging Face, it's likely on Replicate. Unmatched for image, audio, and video model access.

Key strengths compared

Amazon Bedrock

▸Native AWS integration — IAM, VPC, CloudWatch, S3
▸Access to Claude, Llama, Mistral, and Amazon Nova via one API
▸Enterprise compliance: SOC 2, HIPAA, GDPR

Replicate

▸Thousands of community models available instantly
▸Simple pay-per-prediction pricing
▸No infrastructure management

Provider category context

Amazon Bedrock is a cloud, founded in 2023. Replicate is a inference api, founded in 2021. The category difference means these providers serve partially overlapping use cases — compare the model lists and pricing tables above to find the best fit for your specific workload.

How to choose between them

Choose Amazon Bedrock if you need native aws integration — iam, vpc, cloudwatch, s3. Choose Replicate if you need thousands of community models available instantly. For high-volume production workloads, run a cost comparison using the token pricing table above with your actual prompt/completion token ratio — the cheapest provider depends heavily on your input-to-output token ratio.