Calculate the cost of using openai.gpt-5.4 from Bedrock Mantle for your AI applications
Pricing data last updated:
Mode: Responses
Max: 272,000 tokens
Max: 128,000 tokens
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openai.gpt-5.4 is a responses model from Bedrock Mantle, one of 2 responses models they offer. It is priced at $2.75 per 1M input tokens and $16.50 per 1M output tokens, ranking 25 out of 51 responses models by cost and cheaper than 51% of models in this category. openai.gpt-5.4 supports vision, function calling, reasoning, prompt caching, structured output. It accepts up to 272K input tokens.
Note: Use the interactive calculator above to estimate costs for your specific usage patterns.
Use the maximum token limits shown above to understand the model's capacity. This model can handle up to 272,000 input tokens. The maximum output length is 128,000 tokens.
At $2.75 per 1M input tokens and $16.50 per 1M output tokens, openai.gpt-5.4 ranks 25 out of 51 responses models by input cost. It is more affordable compared to the median of $5.00 for responses models, and is cheaper than 51% of models in this category.
openai.gpt-5.4 is one of 2 Bedrock Mantle responses models, with support for vision, function calling, reasoning, prompt caching, structured output.
| Model | Provider | Input / 1M tokens | Output / 1M tokens | vs openai.gpt-5.4 |
|---|---|---|---|---|
| codex-mini | Azure | $1.50 | $6.00 | -45% |
| gpt-5.1-codex | Azure | $1.38 | $11.00 | -50% |
| gpt-5.2-codex | Azure | $1.75 | $14.00 | -36% |
Similar responses models from other providers
No. openai.gpt-5.4 costs $2.75 per 1M input tokens while codex-mini costs $1.50 per 1M input tokens, making codex-mini 45% more affordable for input. However, openai.gpt-5.4 may offer different capabilities or performance characteristics that justify the price difference.
openai.gpt-5.4 input pricing is $2.75 per 1M tokens, which is 45% below the median of $5.00 for responses models. It ranks 25 out of 51 responses models by input cost, making it cheaper than 51% of models in this category. For output, it costs $16.50 per 1M tokens compared to the median of $30.00.
Among Bedrock Mantle's 2 responses models, openai.gpt-5.4 ranks 1 by input cost.
The most comparable responses models to openai.gpt-5.4 are: codex-mini from Azure ($1.50/1M input tokens); gpt-5.1-codex from Azure ($1.38/1M input tokens); gpt-5.2-codex from Azure ($1.75/1M input tokens); gpt-5.3-codex from Azure ($1.75/1M input tokens). These alternatives were selected based on similar capabilities, pricing, and provider diversity. You can compare any of these models in detail using the Bifrost Model Library.
openai.gpt-5.4 is priced based on input and output tokens. Use the interactive calculator at the top of this page to estimate costs for your specific workload. Enter your expected input and output tokens volume and the calculator will show the total cost breakdown. For reference, processing 1M input tokens costs $2.75 and generating 1M output tokens costs $16.50.
