OpenAI: o3 Pro (batch)
The OpenAI o3 Pro (batch) is capable of handling text, files, and images, with a context length of 200,000 tokens and support for reasoning tools; however, it does not offer structured output. This model excels in processing extensive inputs but lacks in structured data outputs. Given its blended benchmark score of 77.6 across two independent benchmarks, the OpenAI o3 Pro (batch) is a strong contender for those seeking robust multi-modal capabilities and reasoning tools, though at a higher cost with input and output token pricing set at $10.0 and $40.0 per million tokens respectively. Its performance and feature set make it a suitable choice for organizations willing to invest in advanced AI solutions, despite the premium price.
Benchmark results
Independent, published benchmarks. Blended score 77.6 across 2 benchmarks, last refreshed 2026-08-07. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| Aider Polyglot | code editing across languages | 84.9 |
| AI Index | broad capability composite | 54.9 |
- Model ID
- openai/o3-pro:batch
- Vendor
- openai
- Released
- June 2025
- Tokenizer
- GPT
- Input Modalities
- text, file, image
- Output Modalities
- text
- Max Output
- 100,000 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 $10.00/M input and $40.00/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | $0.36 |
| Classify 1,000 customer emails | 500k in / 50k out | $7.00 |
| A month of a busy support chatbot | 5M in / 2M out | $130.00 |
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OpenAI: GPT-5.2 Pro (batch)
Quick answers
- How much does OpenAI: o3 Pro (batch) cost?
- $10.00 per million input tokens and $40.00 per million output tokens.
- What is OpenAI: o3 Pro (batch)'s context window?
- 200,000 tokens, roughly 300 pages of text in a single request.
- Does OpenAI: o3 Pro (batch) support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can OpenAI: o3 Pro (batch) process images?
- Yes, it accepts image input.