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GPT-5.5 API Pricing & Cost Calculator

GPT-5.5 has premium token rates. Use its 90% prompt caching and 50% batch discounts to significantly lower operational costs in high-volume production environments.

GPT-5.5 supports reasoning and tool use for complex tasks. Understanding its cost structure is essential for running it at scale.

By TechCompare · Updated

Input tokens
100,000
per request
Output tokens
5,000
per request
Volume
100 / monthly
Standard API

Calculator

Cost Comparison

Based on 100,000 input tokens (50% cached), 5,000 output tokens, and 100 requests.Prices are fetched live from OpenRouter and may include temporary promotional discounts not accounted for in our article and comparison figures.

How this is calculated

GPT-5.5 is priced at $5.00 per million input tokens and $30.00 per million output tokens, supporting a 90% caching discount ($0.50 per million) and a 50% batch discount ($2.50 per million inputs, $15.00 per million outputs).

Verdict

The headline rates are $5.00/M input and $30.00/M output, so a typical 100K input + 5K output call runs about $0.65 before discounts. The two cost levers pull that down fast: the 90% cached-input discount sets cache reads at $0.50/M. For a stable 3K-token prefix reused 100K times per day, billing all 300M prefix tokens as cache reads cuts that input component from $1,500 to $150 per day, excluding the initial uncached fill, other input, and output, and the 50% batch discount halves both rows ($2.50/M input, $15.00/M output) for overnight bulk runs. Those economics only make sense when the task genuinely needs GPT-5.5's frontier reasoning. For routine chat and RAG, route to a cheaper workhorse and reserve it for the hardest calls.

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Frequently asked questions

Does GPT-5.5 support prompt caching?
Yes, OpenAI offers a 90% discount on cached input tokens, reducing the input price to $0.50 per million for matches.
How much does GPT-5.5 cost per million output tokens?
GPT-5.5 charges $30.00 per million output tokens at standard pricing. With the 50% batch discount, that drops to $15.00 per million. The 90% prompt caching discount brings cached input to $0.50 per million, useful for repetitive production workloads where the system prompt and shared context are heavily reused.
Is GPT-5.5 worth the premium over GPT-5.4?
Only for tasks like deep research, multi-step planning, and complex synthesis where GPT-5.4 stalls. GPT-5.5 charges $5/M input and $30/M output versus GPT-5.4's $2.50/$15, roughly 2x across the board. For most general-purpose chat, RAG, and content generation, GPT-5.4 is more than enough at half the cost.