OpenAI: o3 Pro (batch)
The OpenAI o3 Pro (batch) is a powerful AI model capable of processing text, files, and images with a context length of 200,000 tokens and supporting reasoning tasks; however, structured output is not provided. This model excels in handling multiple input modalities and can integrate tools for enhanced functionality. It boasts a benchmark blended score of 77.6 across two independent benchmarks, indicating strong performance but potentially limited generalization given its specific testing focus. Given the pricing at $10 per million input tokens and $40 per million output tokens, this model might be more suitable for projects requiring extensive text analysis or large-scale data processing where cost is a secondary consideration after achieving high performance. Its robust capabilities make it a strong contender for professional use cases that demand flexibility in handling various types of inputs.
Benchmark results
Independent, published benchmarks. Blended score 77.6 across 2 benchmarks, last refreshed 2026-08-13. 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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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.