OpenAI: o1 (batch)
OpenAI o1 (batch) is capable of handling text, images, and file inputs with a vast context length of 200,000 tokens and supports reasoning and tool interactions. While it does not offer structured output or open weights, its performance in benchmarks like Aider Polyglot stands at 61.7, though the coverage across various tests is limited to just three independent evaluations as of August 8, 2026. Despite a blended benchmark score of 57.5, making it a solid contender, users should consider its pricing-$7.5 per million input tokens and $30 per million output tokens-when deciding if it fits their budget, especially for those needing robust multi-modality support without the need for structured outputs or free access.
Benchmark results
Independent, published benchmarks. Blended score 57.5 across 3 benchmarks, last refreshed 2026-08-08. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| Aider Polyglot | code editing across languages | 61.7 |
| AI Index | broad capability composite | 39.4 |
| AI Index Coding | software engineering tasks | 65.5 |
- Model ID
- openai/o1:batch
- Vendor
- openai
- Released
- December 2024
- Tokenizer
- GPT
- Input Modalities
- text, image, file
- 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 $7.50/M input and $30.00/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | $0.27 |
| Classify 1,000 customer emails | 500k in / 50k out | $5.25 |
| A month of a busy support chatbot | 5M in / 2M out | $97.50 |
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Quick answers
- How much does OpenAI: o1 (batch) cost?
- $7.50 per million input tokens and $30.00 per million output tokens.
- What is OpenAI: o1 (batch)'s context window?
- 200,000 tokens, roughly 300 pages of text in a single request.
- Does OpenAI: o1 (batch) support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can OpenAI: o1 (batch) process images?
- Yes, it accepts image input.