Analysis Summary
GPT-5.2 Pro is a premium OpenAI model configuration built for broad, demanding workflows. It accepts text, images, and files, supports vision, tool use, and function calling, and provides a 400K context window. That combination is useful for long-form analysis, document-heavy content strategy, and assistants that must coordinate external actions.
Design for Online could use it for high-stakes briefs, complex research synthesis, and client-facing outputs requiring careful context retention. The pricing is its clear operational constraint, particularly for long outputs or repeated calls. More importantly, the supplied record contains no benchmark data for this exact listing. It should therefore be treated as a premium candidate requiring workflow validation, not an automatically preferred replacement for measured models.
Assessed August 9, 2026
Editorial notes
GPT-5.2 Pro offers multimodal file handling, tool use, function calling, and a 400K context window for complex client work. Its very high output pricing and missing variant-specific benchmarks limit its role to tasks where depth outweighs cost.
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DFO Verdict
GPT-5.2 Pro offers multimodal file handling, tool use, function calling, and a 400K context window for complex client work. Its very high output pricing and missing variant-specific benchmarks limit its role to tasks where depth outweighs cost.
How OpenAI: GPT-5.2 Pro (batch) compares
Its 400K-token context window is larger than 76% of the models we list. At $10.50 per million input tokens it is cheaper than 2% of comparable models.
Dark bar = input · light bar = output, scaled to the priciest peer.
1M tokens ≈ 8 full-length novels or ~2,500 pages of business documents in a single request.
Strongest on business fit. The pulled-in technical corner is the trade-off, and if the shape matters more than the price, this is your model.
Compare shapes side-by-side →Pricing
| Token Type | Cost per 1M tokens | Cost per 1K tokens |
|---|---|---|
| Input | $10.50 | $0.010500 |
| Output | $84.00 | $0.084000 |
What would OpenAI: GPT-5.2 Pro (batch) cost your business?
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A website chatbot handling around 100 customer conversations a day, a few short messages each.
Full calculator with 748 models → Price Calculator
These numbers get smaller with the right architecture.
We route routine calls to cheap models and save OpenAI: GPT-5.2 Pro (batch) for the hard ones. Most clients cut their estimate by 60-80%.
Talk to our teamAbout OpenAI: GPT-5.2 Pro (batch)
GPT-5.2 Pro is OpenAI’s most advanced model, offering major improvements in agentic coding and long context performance over GPT-5 Pro. It is optimized for complex tasks that require step-by-step reasoning,..
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Frequently asked questions about OpenAI: GPT-5.2 Pro (batch)
How much does OpenAI: GPT-5.2 Pro (batch) cost?
OpenAI: GPT-5.2 Pro (batch) costs $10.50 per million input tokens and $84.00 per million output tokens.
What is the context window of OpenAI: GPT-5.2 Pro (batch)?
OpenAI: GPT-5.2 Pro (batch) has a context window of 400,000 tokens (400K).
What can OpenAI: GPT-5.2 Pro (batch) do?
OpenAI: GPT-5.2 Pro (batch) supports image/vision input, tool use, and function calling.
Who created OpenAI: GPT-5.2 Pro (batch)?
OpenAI: GPT-5.2 Pro (batch) is developed by OpenAI and was released on December 10, 2025.
Data sourced from the OpenRouter API, Artificial Analysis, the Hugging Face Open LLM Leaderboard and our own internal testing. Scores are editorially curated by our team.
Last updated: September 3, 2026 8:38 pm