What is the context window of OpenAI: GPT-5.4 Image 2?

OpenAI: GPT-5.4 Image 2 supports a context window of 272K tokens.

Is OpenAI: GPT-5.4 Image 2 free to use?

OpenAI: GPT-5.4 Image 2 is a paid model. It costs $8.00 per million input tokens and $15.00 per million output tokens.

How is LLM API pricing calculated?

LLM pricing has two components: input tokens (everything you send) and output tokens (what the model generates). Total cost = (prompt tokens × input rate + output tokens × output rate) / 1,000,000 × number of requests.

OpenAI: GPT-5.4 Image 2 API Pricing — $8.00 Input / $15.00 Output per 1M Tokens

Q: How much does OpenAI: GPT-5.4 Image 2 cost?

OpenAI: GPT-5.4 Image 2 costs $8.00 per million input tokens and $15.00 per million output tokens via OpenRouter. Pricing was last updated Oct 29, 2026.

OpenAI: GPT-5.4 Image 2 by OpenAI — $8.00 input / $15.00 output per 1M tokens via OpenRouter. Context: 272K tokens. Pricing last updated Oct 29, 2026.

Input / 1M tokens

$8.00

Output / 1M tokens

$15.00

Provider

OpenAI

Context window

272K tokens

Via

OpenRouter

Cost at common usage volumes

Usage	Daily	Monthly
Chatbot (100/day)	$2.27	$68.25
Small app (1K/day)	$15.50	$465.00
Mid-scale (10K/day)	$235.00	$7050.00
Large scale (100K/day)	$5500.00	$165000.00

Model ID: openai/gpt-5.4-image-2
Data source: OpenRouter public API — updated Oct 29, 2026.

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About OpenAI: GPT-5.4 Image 2

OpenAI: GPT-5.4 Image 2 is an LLM developed by OpenAI. Input costs $8.00 per million tokens and output costs $15.00 per million tokens via OpenRouter. It supports a context window of 272K tokens.

Pricing Details

Via the OpenRouter API:

Input tokens: $8.00 per 1 million tokens
Output tokens: $15.00 per 1 million tokens

A token is roughly 0.75 words. For context: a typical user message of 100 words is approximately 133 tokens; a 500-word system prompt is about 650 tokens.

How Much Does OpenAI: GPT-5.4 Image 2 Cost?

For a typical chatbot application (1,000 requests/day, 1,000 prompt tokens and 500 output tokens per request):

Daily cost: $15.5000
Monthly cost: $465.000

Accessing OpenAI: GPT-5.4 Image 2 via OpenRouter

OpenRouter provides a unified API for 200+ LLMs including OpenAI: GPT-5.4 Image 2. You can use it with any OpenAI-compatible SDK by setting the base URL to https://openrouter.ai/api/v1 and using your OpenRouter API key. The model ID is openai/gpt-5.4-image-2.

Compare OpenAI: GPT-5.4 Image 2 with Other Models

Use the AI Model Cost Comparison tool to compare OpenAI: GPT-5.4 Image 2 against GPT-4o, Claude 3.5 Sonnet, Gemini 1.5 Pro, or any other model side by side. Or use the LLM API Cost Calculator to browse all 456+ models sorted by cost for your specific usage.

Frequently Asked Questions

Yes. OpenAI: GPT-5.4 Image 2 is available on OpenRouter with the model ID openai/gpt-5.4-image-2. OpenRouter provides a unified API compatible with OpenAI's SDK format.