Calculate the cost of using gpt-5.4-image-2 from OpenRouter for your AI applications
Pricing data last updated:
Mode: Chat
Max: 272,000 tokens
Max: 128,000 tokens
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gpt-5.4-image-2 is a chat model from OpenRouter, one of 504 chat models they offer. It is priced at $8.00 per 1M input tokens and $15.00 per 1M output tokens, ranking 3600 out of 3781 chat models by cost and cheaper than 5% of models in this category. gpt-5.4-image-2 supports vision, reasoning, prompt caching, structured output — one of only 8 chat models with this combination. Its 272K-token context window is in the top 35% among chat models.
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 $8.00 per 1M input tokens and $15.00 per 1M output tokens, gpt-5.4-image-2 ranks 3600 out of 3781 chat models by input cost. It is more expensive compared to the median of $0.60 for chat models, and is cheaper than 5% of models in this category.
gpt-5.4-image-2 is one of 504 OpenRouter chat models, one of only 8 chat models combining prompt caching, reasoning, structured output, vision. its 272K-token context window places it in the top 35% of chat models.
| Model | Provider | Input / 1M tokens | Output / 1M tokens | vs gpt-5.4-image-2 |
|---|---|---|---|---|
| claude-opus-5-5-fast | Azure | $8.00 | $40.00 | 0% |
| anthropic.claude-opus-4-1-20250805-v1:0 | AWS Bedrock | $15.00 | $75.00 | +88% |
| anthropic.claude-opus-4-20250514-v1:0 | AWS Bedrock | $15.00 | $75.00 | +88% |
Similar chat models from other providers
No. gpt-5.4-image-2 costs $8.00 per 1M input tokens while claude-opus-5-5-fast costs $8.00 per 1M input tokens, making claude-opus-5-5-fast 0% more affordable for input. However, gpt-5.4-image-2 may offer different capabilities or performance characteristics that justify the price difference.
gpt-5.4-image-2 input pricing is $8.00 per 1M tokens, which is 1233% above the median of $0.60 for chat models. It ranks 3600 out of 3781 chat models by input cost, making it cheaper than 5% of models in this category. For output, it costs $15.00 per 1M tokens compared to the median of $1.75.
Among OpenRouter's 504 chat models, gpt-5.4-image-2 ranks 443 by input cost. Its combination of prompt caching, reasoning, structured output, vision is shared by only 7 other chat models.
The most comparable chat models to gpt-5.4-image-2 are: claude-opus-5-5-fast from Azure ($8.00/1M input tokens); anthropic.claude-opus-4-1-20250805-v1:0 from AWS Bedrock ($15.00/1M input tokens); anthropic.claude-opus-4-20250514-v1:0 from AWS Bedrock ($15.00/1M input tokens); anthropic.claude-opus-4-5-20251101-v1:0 from AWS Bedrock ($5.00/1M 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.
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gpt-5.4-image-2 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 $8.00 and generating 1M output tokens costs $15.00.