Why Is GPT-5.2 Pro Output Pricing ~2× Higher Than O3-Pro While The Input Pricing Is Almost The Same?

OpenAI API provides access to advanced AI models for various applications, allowing developers to integrate powerful language models like GPT into their products. It offers flexible, usage-based pricing for scalable AI-powered solutions.

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Paid · Usage-based

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What is Why is GPT-5.2 Pro output pricing ~2× higher than o3-pro while the input pricing is almost the same??

The OpenAI API offers developers access to a suite of advanced AI models, including the latest GPT-5.5, GPT-5.4, and specialized models for real-time audio, image, and video generation. Developers can integrate these powerful models into their own applications and services, leveraging capabilities like text generation, code generation, image and vision processing, audio and speech functionalities, and structured output. The platform supports various processing modes including Standard, Batch, Flex, and Priority, catering to different latency and cost requirements. It also provides tools for web search, code interpretation, file search, and agent development, making it a comprehensive platform for building AI-powered solutions. Pricing is usage-based, with different rates for input, cached input, and output tokens, as well as specific costs for multimodal and specialized models.

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Ideal for developers who need to integrate cutting-edge AI capabilities into their applications, build intelligent systems, and leverage multimodal AI for diverse tasks. Especially valuable for creating custom AI solutions with flexible pricing based on usage and model choice.

Common actions

integrate AI models

generate text

generate code

process audio

create images

create videos

Capabilities

Key features

Text generation
Code generation
Image generation
Audio processing
Video generation
Web search tools
File search

Target Audience

developerdata scientiststartup founder

Integrations

Not yet documented

Pricing & Plans

Paid · Usage-based

Paid

FAQs

What is the pricing difference between GPT-5.2 Pro and o3-pro?

The provided pricing information does not list GPT-5.2 Pro or o3-pro. It details pricing for models like gpt-5.5-pro and o3-deep-research. For gpt-5.5-pro, standard input is $30.00/1M tokens and output is $180.00/1M tokens. For o3-deep-research, batch input is $5.00/1M tokens and output is $20.00/1M tokens.

Are there different pricing tiers for model usage?

Yes, OpenAI API offers different pricing tiers including Standard, Batch, Flex, and Priority. Each tier has varying costs for input and output tokens, designed to accommodate different performance and cost requirements for various use cases and workloads.

How are regional processing endpoints priced?

Regional processing (data residency) endpoints incur a 10% uplift on the standard pricing for models like gpt-5.5, gpt-5.5-pro, gpt-5.4, gpt-5.4-mini, gpt-5.4-nano, and gpt-5.4-pro. This additional charge applies to ensure data residency in specified regions.

How is web search functionality billed?

Web search is billed at $10.00 per 1k calls for most models, with an additional charge for search content tokens at the chosen model's rates. For non-reasoning models using web search preview, search content tokens are free, but the call rate is $25.00 per 1k calls.

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