openai

OpenAI: o4 Mini High (batch)

The OpenAI o4 Mini High (batch) is an AI model capable of handling text, images, and files, with a context length of 200,000 tokens and support for tools and reasoning processes. This makes it versatile for various applications that require both structured and unstructured data inputs. While its benchmark blended score of 81.0 across independent benchmarks is solid, potential users should consider the model's cost-$0.55 per million input tokens and $2.2 per million output tokens-which might make it less attractive compared to other models in certain scenarios. Those requiring robust handling of diverse data types and reasoning capabilities may find this model worth the investment.

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 2026-08-07. 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.