OpenAI: o3 Mini High

OpenAI: o3 Mini High

openai · Released Feb 12, 2025 Specialist
Intelligence #139 / 583
51.1 Our Score
Speed #45 / 278
185.7 tokens / sec
Input #455 / 586
$1.10 per 1M tokens
Output #464 / 586
$4.40 per 1M tokens
Context #206 / 586
200,000 tokens

Analysis Summary

OpenAI o3 Mini High is the high-compute variant of o3 Mini, released February 2025. It posts strong livecodebench and GPQA scores, and its ifbench instruction-following score is among the better results in its generation. Tool use and function calling are supported, and the 200K context window handles long documents and complex codebases well.

For businesses, o3 Mini High is a strong fit for coding assistance, structured content generation, and instruction-sensitive workflows where output reliability matters. The high ifbench score makes it particularly well-suited to client-facing content tasks where precise instruction following is critical. It is not a frontier model on raw intelligence, but it punches above its weight on practical business tasks.

At $1.10 input and $4.40 output, pricing is the same as the standard o3 Mini. Teams that need better reasoning depth than the base variant, without stepping up to the full o3 or GPT-5 series, will find o3 Mini High a well-calibrated choice from a provider with strong enterprise support.

Assessed June 17, 2026

Editorial notes

OpenAI o3 Mini High delivers strong reasoning and coding with excellent instruction-following scores, tool use, and a 200K context window from a trusted provider.

Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?

Performance Profile

Intelligence3.6Technical3.2Value7Content7
Intelligence 3.6/10
Technical 3.2/10
Content 7/10
Value 7/10

How OpenAI: o3 Mini High compares

OpenAI: o3 Mini High ranks #150 of 382 AI models we track for overall intelligence, #43 of 111 for coding, #189 of 293 for agentic tasks. Its 200K-token context window is larger than 65% of the models we list. At $1.10 per million input tokens it is cheaper than 22% of comparable models.

About OpenAI: o3 Mini High

OpenAI o3-mini-high is the same model as o3-mini with reasoning_effort set to high. o3-mini is a cost-efficient language model optimized for STEM reasoning tasks, particularly excelling in science, mathematics, and..

Capabilities

Tool Use Function Calling

Performance Indices

Source: Artificial Analysis

18.4 Intelligence Index
42.1 Coding Index
18.7 Agentic Index

Benchmark Scores

Intelligence

GPQA Diamond 77.3% Graduate-level scientific reasoning
HLE 12.3% Humanity's Last Exam
MMLU Pro 80.2% Multi-task language understanding
MATH 500 98.5% Mathematical problem-solving
AIME 86% Competition mathematics
SciCode 39.8% Scientific computing

Technical

LiveCodeBench 73.4% Live coding evaluation
TerminalBench Hard 6.1% Agentic terminal tasks
τ²-Bench 31.3% Conversational agent benchmark

Content

IFBench 67.1% Instruction following
LCR 39.3% Long-context reasoning

Benchmark data from Artificial Analysis and Hugging Face

How does OpenAI: o3 Mini High stack up?

Compare side-by-side with other specialist models.

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Model Information

OpenRouter ID openai/o3-mini-high
Provideropenai
Model Familyo3
Release Date February 12, 2025
Context Length200,000 tokens
Max Completion100,000 tokens
Status Active

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $1.10 $0.001100
Output $4.40 $0.004400

Live Performance

Live endpoint metrics, refreshed every 30 minutes.

324ms
Best Latency (TTFT)
31.5 tok/s
Best Throughput
0/1
Active Endpoints
Available via: OpenAI

Leaderboard Categories

Frequently asked questions about OpenAI: o3 Mini High

How much does OpenAI: o3 Mini High cost?

OpenAI: o3 Mini High costs $1.10 per million input tokens and $4.40 per million output tokens.

What is the context window of OpenAI: o3 Mini High?

OpenAI: o3 Mini High has a context window of 200,000 tokens (200K).

Is OpenAI: o3 Mini High good for coding?

On our coding benchmark index, OpenAI: o3 Mini High ranks #43 of 111 models, placing it in the broader range of the field for code generation and debugging.

What can OpenAI: o3 Mini High do?

OpenAI: o3 Mini High supports tool use and function calling.

Who created OpenAI: o3 Mini High?

OpenAI: o3 Mini High is developed by OpenAI and was released on February 12, 2025.