O4 Mini

by OpenAI

Released 2 days after GPT-4.1 · All OpenAI releases

O4 Mini is OpenAI's compact reasoning model, a generation beyond O3 Mini with strong performance for its size and cost. It excels in mathematics and competitive programming, reaching 99.5 percent pass@1 on AIME 2025 when given access to a Python interpreter, and outperforms O3 Mini across STEM and non-STEM tasks including data science work. The model combines efficient reasoning with practical strengths in coding and visual understanding. It accepts text and image input, with a 200,000 token context window and up to 100,000 output tokens, and supports structured outputs, function calling, and streaming. O4 Mini can use tools within its reasoning, including web search, Python execution, image and file analysis, and image generation. It sustains higher usage limits than larger reasoning models, making it a strong choice for high-throughput applications that need reliable reasoning at lower cost.

Key info

Input
Output
Features
Context window
200K
Max output
100K
Input price
$1.10 /1M
Output price
$4.40 /1M
Released
  • US residency available
  • No training by default
  • GDPR DPA available

Available routes

O4 Mini runs on 1 route through the Opper gateway. Compare residency, ZDR, and training posture at a glance — full data-handling detail per route below.

ProviderRegionZero data retentionTrainingInputOutput
USNot by defaultNo$1.10$4.40

Uptime and availability

O4 Mini runs on a single route through the Opper gateway today, so its availability is that provider's availability.

96.06%route uptime, last 30 days
Single route, no failover target within this model.

Name a second model in the same request and the gateway tries it on retriable errors, so a busy hour never has to reach your users. Set up a fallback chain.

Measured over the last 30 days from each provider's official status feed via StatusGator. Refreshed hourly. See uptime for every provider Opper monitors.

Data handling per route

Each route hosting O4 Mini has its own privacy posture, residency, and GDPR terms. Postures are maintained by Opper with a last-verification timestamp.

OpenAI United States🇺🇸

Zero data retention is not on by default — abuse monitoring, 30-day retention. No training on customer data. US; SCCs; DPA available.

Zero data retention
Not by default — abuse monitoring, 30-day retention. Derived from the logging and moderation facts.
Training
No training on customer data.
Logging
Abuse monitoring (30-day retention)
Moderation
Not established
Caching
Not established
Subprocessor access
Not established
GDPR DPA
DPA available
Transfer mechanism
SCCs

Benchmarks

Independent benchmark scores — composite indices for reasoning, coding, and math, plus individual eval scores where available.

Intelligence Index19.1
Math Index90.7
Reasoning & knowledge
MMLU-Pro
83%
GPQA Diamond
78%
Humanity's Last Exam
17%
Long-context reasoning
61%
Coding
LiveCodeBench
86%
Agentic & tool use
Terminal-Bench Hard
15%
τ²-Bench Telecom
56%
Math & instruction following
AIME 2025
91%
IFBench
69%

Get started

Call O4 Mini through the Opper gateway with one API key. Let your coding agent set it up, or call it directly — Opper is drop-in compatible with the OpenAI, Anthropic, and Google AI SDKs.

Set it up with your agent

Copy this and paste it into a coding agent like Claude Code, Cursor or Codex and it'll wire up Opper for you.

Or call it directly

import OpenAI from "openai";
const client = new OpenAI({
apiKey: process.env.OPPER_API_KEY,
baseURL: "https://api.opper.ai/v3/compat",
});
const completion = await client.chat.completions.create({
model: "openai/o4-mini",
messages: [{ role: "user", content: "Hello" }],
});
console.log(completion.choices[0].message.content);

Compare O4 Mini with…

Side-by-side on privacy, EU hosting, pricing, and benchmarks.

Other models from OpenAI

Start building with 700+ models

One API key. Every major provider. Up and running in minutes.

Get startedView Documentation