OpenAI: GPT-5.2 Pro (batch)
GPT-5.2 Pro from OpenAI is designed for handling diverse input modalities including text, images, and files, with an impressive context length of 400,000 tokens. It supports reasoning and tools integration, making it versatile for complex tasks. However, structured output capabilities are currently unspecified, limiting its utility in certain structured data scenarios. Given its high pricing-$10.5 per million input tokens and $84 per million output tokens-it is best suited for organizations willing to invest heavily in AI solutions or those needing the broadest access to modalities and reasoning tools, despite the lack of independent benchmark coverage, which means its performance remains unverified against industry standards.
- Model ID
- openai/gpt-5.2-pro:batch
- Vendor
- openai
- Released
- December 2025
- Tokenizer
- GPT
- Input Modalities
- image, text, file
- Output Modalities
- text
- Max Output
- 128,000 tokens
- Tool Calling
- ✓ supported
- Structured Output
- ✓ supported
- Reasoning Mode
- ✓ supported
- Vision
- ✓ accepts images
- Audio
- no
- Moderated
- yes
What it costs in practice
Computed from the current $10.50/M input and $84.00/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | $0.44 |
| Classify 1,000 customer emails | 500k in / 50k out | $9.45 |
| A month of a busy support chatbot | 5M in / 2M out | $220.50 |
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Quick answers
- How much does OpenAI: GPT-5.2 Pro (batch) cost?
- $10.50 per million input tokens and $84.00 per million output tokens.
- What is OpenAI: GPT-5.2 Pro (batch)'s context window?
- 400,000 tokens, roughly 600 pages of text in a single request.
- Does OpenAI: GPT-5.2 Pro (batch) support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can OpenAI: GPT-5.2 Pro (batch) process images?
- Yes, it accepts image input.