openai

OpenAI: o4 Mini High (batch)

The OpenAI o4 Mini High (batch) is capable of processing text, images, and files, with a context length of 200,000 tokens; it supports both reasoning and tools, making complex tasks more manageable. While structured output is not supported, the model performs well in a variety of benchmarks, achieving a blended score of 81.0 across independent evaluations. This model should be considered for applications requiring multi-modal input handling and robust reasoning capabilities, given its competitive benchmark scores and reasonable pricing at $0.55 per million input tokens and $2.2 per million output tokens. Its strong performance in relevant benchmarks makes it a solid choice for those looking to integrate advanced AI into their projects without breaking the bank.

Quality Score
100/100
price + capability + benchmarks
Input Price
$0.55
per 1M tokens
Output Price
$2.20
per 1M tokens
Context Window
200,000
tokens

Benchmark results

Independent, published benchmarks. Blended score 81.0 across 1 benchmark, last refreshed 2026-08-13. How scoring works →

BenchmarkMeasuresScore
Aider Polyglot code editing across languages 72.0
Model ID
openai/o4-mini-high:batch
Vendor
openai
Released
April 2025
Tokenizer
GPT
Input Modalities
image, text, 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 $0.55/M input and $2.20/M output rates. Run your own numbers →

JobTokensCost
Summarize a 50-page report 30k in / 1.5k out $0.02
Classify 1,000 customer emails 500k in / 50k out $0.39
A month of a busy support chatbot 5M in / 2M out $7.15

Similar models

Quick answers

How much does OpenAI: o4 Mini High (batch) cost?
$0.55 per million input tokens and $2.20 per million output tokens.
What is OpenAI: o4 Mini High (batch)'s context window?
200,000 tokens, roughly 300 pages of text in a single request.
Does OpenAI: o4 Mini High (batch) support tool calling?
It supports tool calling, structured output, a reasoning mode.
Can OpenAI: o4 Mini High (batch) process images?
Yes, it accepts image input.