OpenAI: o4 Mini High (batch)
Analysis Summary
OpenAI o4 Mini High supports text, images, and files with vision, tool use, function calling, and a 200K context window. It is suited to multimodal analysis, structured reasoning, and API workflows that need external actions without the cost profile of a premium model.
The listed pricing remains moderate, supporting use in production experiments and bounded automation. However, this record provides no measured intelligence, coding, or agentic results, so the higher-capability designation should not be treated as proof of reliability on complex tasks. Put it through task-specific evaluations before using it for autonomous agents, high-stakes client advice, or production code generation.
Assessed September 7, 2026
Editorial notes
o4 Mini High adds a higher-capability operating mode to a multimodal model with vision, tool use, function calling, and a 200K context window. Its role is promising for structured automation, but no benchmark evidence is supplied.
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DFO Verdict
o4 Mini High adds a higher-capability operating mode to a multimodal model with vision, tool use, function calling, and a 200K context window. Its role is promising for structured automation, but no benchmark evidence is supplied.
How OpenAI: o4 Mini High (batch) compares
Its 200K-token context window is larger than 52% of the models we list. At $0.55 per million input tokens it is cheaper than 37% of comparable models.
Dark bar = input · light bar = output, scaled to the priciest peer.
1M tokens ≈ 8 full-length novels or ~2,500 pages of business documents in a single request.
Strongest on value. The pulled-in technical corner is the trade-off, and if the shape matters more than the price, this is your model.
Compare shapes side-by-side →Pricing
| Token Type | Cost per 1M tokens | Cost per 1K tokens |
|---|---|---|
| Input | $0.55 | $0.000550 |
| Output | $2.20 | $0.002200 |
What would OpenAI: o4 Mini High (batch) cost your business?
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A website chatbot handling around 100 customer conversations a day, a few short messages each.
Full calculator with 798 models → Price Calculator
These numbers get smaller with the right architecture.
We route routine calls to cheap models and save OpenAI: o4 Mini High (batch) for the hard ones. Most clients cut their estimate by 60-80%.
Talk to our teamAbout OpenAI: o4 Mini High (batch)
OpenAI o4-mini-high is the same model as o4-mini with reasoning_effort set to high. OpenAI o4-mini is a compact reasoning model in the o-series, optimized for fast, cost-efficient performance while retaining..
Frequently asked questions about OpenAI: o4 Mini High (batch)
How much does OpenAI: o4 Mini High (batch) cost?
OpenAI: o4 Mini High (batch) costs $0.55 per million input tokens and $2.20 per million output tokens.
What is the context window of OpenAI: o4 Mini High (batch)?
OpenAI: o4 Mini High (batch) has a context window of 200,000 tokens (200K).
What can OpenAI: o4 Mini High (batch) do?
OpenAI: o4 Mini High (batch) supports image/vision input, tool use, and function calling.
Who created OpenAI: o4 Mini High (batch)?
OpenAI: o4 Mini High (batch) is developed by OpenAI and was released on April 16, 2025.