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How Much Does AWS Bedrock Cost?

Bedrock bills per token by model — and the bill depends entirely on which models your agents call and how many times. Here's the structure and how to control it.

How Bedrock pricing works

Per-token pricing varies by model family and size — frontier models cost multiples of compact ones.

Provisioned throughput (reserved capacity) is priced by hour; on-demand by token.

Your bill = model choice × request volume. Agents multiply both.

The hidden cost: agent request patterns

Retry loops re-send the same request — same tokens, charged again.

Multi-agent fan-out multiplies inference volume across parallel branches.

Big context windows (long documents, tool outputs) are expensive per call.

What it really costs

Model mix + request volume + context size. Teams that control all three control the bill.

The incident database shows how unmonitored agents turn small per-token costs into large ones.

Where the money goes

LeverWhat it controlsTool
Model selectionPer-token priceRoute to cheaper models
Request volumeToken countVelocity limits, caps
Context sizeTokens per callContext trimming, caps
Merchant scopeWhich vendorsMerchant allowlist

FAQ

Is Bedrock cheaper than direct APIs?

It depends on the model and whether you use on-demand or provisioned throughput. Compare current per-token rates for your model mix.

What drives Bedrock cost most?

Frontier models at volume. A single agent calling a frontier model in a loop is the fastest way to a large bill.

Can sipi.bot control Bedrock spend?

Yes — category rules and per-agent caps govern inference spend, and velocity limits kill retry loops before they multiply.

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