openai

OpenAI: o1-pro (batch)

The o1-pro model from OpenAI is designed for handling extensive text and supports input in multiple modalities including text, images, and files. With a context length of 200,000 tokens and the ability to reason about complex inputs, this model excels in tasks requiring deep analysis. However, it lacks support for tools or structured output, limiting its utility in certain scenarios. For users prioritizing cost-effectiveness and benchmark performance, the o1-pro stands out as a solid choice despite its higher price point of $75.0 per million input tokens and $300.0 per million output tokens. Its blended benchmark score of 30.5 across one independent test indicates strong capabilities but may not be sufficient for all complex applications, especially given the lack of coverage in some areas.

Quality Score
75/100
price + capability + benchmarks
Input Price
$75.00
per 1M tokens
Output Price
$300.00
per 1M tokens
Context Window
200,000
tokens

Benchmark results

Independent, published benchmarks. Blended score 30.5 across 1 benchmark, last refreshed 2026-08-13. How scoring works →

BenchmarkMeasuresScore
AI Index broad capability composite 31.6
Model ID
openai/o1-pro:batch
Vendor
openai
Released
March 2025
Tokenizer
GPT
Input Modalities
text, image, file
Output Modalities
text
Max Output
100,000 tokens
Tool Calling
not supported
Structured Output
✓ supported
Reasoning Mode
✓ supported
Vision
✓ accepts images
Audio
no
Moderated
yes

What it costs in practice

Computed from the current $75.00/M input and $300.00/M output rates. Run your own numbers →

JobTokensCost
Summarize a 50-page report 30k in / 1.5k out $2.70
Classify 1,000 customer emails 500k in / 50k out $52.50
A month of a busy support chatbot 5M in / 2M out $975.00

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Quick answers

How much does OpenAI: o1-pro (batch) cost?
$75.00 per million input tokens and $300.00 per million output tokens.
What is OpenAI: o1-pro (batch)'s context window?
200,000 tokens, roughly 300 pages of text in a single request.
Does OpenAI: o1-pro (batch) support tool calling?
It supports structured output, a reasoning mode.
Can OpenAI: o1-pro (batch) process images?
Yes, it accepts image input.