O4 Mini

by OpenAI

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
  • US residency available
  • Zero data retention via Enterprise
  • 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 β€” full data-handling detail per route below.

ProviderRegionZero data retentionTrainingInputOutput
OpenAIUSEnterpriseNo$1.10$4.40

Training posture across routes: No training on prompts by default.

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 β€” United StatesπŸ‡ΊπŸ‡Έ

Zero data retention is available via Opper Enterprise contract. No training on customer data. US; SCCs; DPA available.

Zero data retention
Available via Opper Enterprise contract.
Training
No training on customer data.
Logging
Abuse monitoring (30-day retention)
Third-party access
None disclosed
GDPR DPA
DPA available
Transfer mechanism
SCCs

Benchmarks

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

Global rank#134 of 531 LLMs
TierEfficient
Output speed177 tok/s
First token25.87s
Intelligence Index25.6
Coding Index25.6
Math Index90.7
Reasoning & knowledge
MMLU-Pro
83%
GPQA Diamond
78%
Humanity's Last Exam
18%
Long-context reasoning
55%
Coding
LiveCodeBench
86%
SciCode
47%
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 β€” 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 your coding agent β€” Claude Code, Cursor, Codex, and more β€” 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 300+ models

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

Get startedView Documentation
O4 Mini by OpenAI β€” pricing, benchmarks | Opper AI