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Amazon Bedrock

GPT-5.4 pricing, context window and limits

GPT-5.4 costs $2.75 per million input tokens and $16.5 per million output tokens at Amazon Bedrock list price. It accepts up to 1,000,000 tokens of context and returns up to 128,000 tokens.

  • Model id bedrock/openai.gpt-5.4
  • Snapshot

What does GPT-5.4 cost?​

List prices in US dollars per million tokens
Input$2.75
Output$16.5
Cached input (read)$0.275
Cache write—

US dollars per million tokens. A dash means no price is published.

How much can GPT-5.4 read and write?​

Token limits
Context window1,000,000
Max output128,000

What can GPT-5.4 do?​

Capabilities
Vision (image input)Yes
Tool callingYes
Structured outputYes
ReasoningYes
Inputtext, image, pdf
Outputtext

What does a request to GPT-5.4 cost?​

Cost of example requests at list price, in US dollars
A typical request: 1,000 tokens in, 500 out$0.011
A long request: 10,000 tokens in, 1,000 out$0.044
1,000 typical requests$11
1 million tokens in and 1 million out$19.25

Input read from the provider's prompt cache costs $0.275 per million tokens instead of $2.75, 90% less. A request that repeats a 1,000-token prompt from the cache costs $0.0085 instead of $0.011.

Among 191 Amazon Bedrock models with a published price, GPT-5.4 is the 123rd cheapest by input price. Its context window is the 30th largest of 191. List prices only; discounts, batch prices and prices above 200K tokens are not shown.

How do I call GPT-5.4 through DVARA?​

Configure the bedrock provider in the DVARA LLM Gateway and send the model id bedrock/openai.gpt-5.4. DVARA, the AI governance platform, applies your policies, audit and cost attribution to the call. See LLM cost attribution and budgets.

In DVARA, if you haven't set your own price for a model, its calls are costed at the price in the catalogue that ships with your DVARA version. A price you set in Flightdeck always wins. You can switch catalogue prices off. Then a model with no price you set is counted as costing nothing. Every cost record says which price it used.

Which other Amazon Bedrock models are there?​

All 191 Amazon Bedrock models · Search the full catalogue

Which models from other providers are similar to GPT-5.4?​

These are the closest in context window and input price, one per provider.

Snapshot 4 October 2026. DVARA reviews every price weekly before it is published. Get the whole catalogue as models.json. Prices are list prices in US dollars per million tokens; check your provider contract before you budget.