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o3

Parameters

Undisclosed

Context Length

128K

Modality

Text

Architecture

Undisclosed

License

Proprietary

Release Date

20 Dec 2025

Knowledge Cutoff

Jun 2024

API Pricing (per 1M)

Input: $2.00 · Output: $8.00

Evaluation Benchmarks

Rank

#69

BenchmarkScoreRank

Software Engineering

SWE-bench Verified

0.58

28

Graduate-Level QA

GPQA

0.833

51

General Text

Text Arena

1431

73

Intelligence Index

Artificial Analysis

0.20

138

QA Assistant

Archived
ProLLM QA Assistant

0.986

🥇

1

Coding

Archived
Aider Coding
high

0.81

Standard

0.77

🥈

2

4

Rankings

Overall Rank

#69

Coding Rank

#71

About o3

o3 provides advanced reasoning capabilities for complex problem-solving across multiple domains. Features deliberative thinking for mathematics, coding, and analytical tasks. Achieves strong performance on challenging benchmarks including competitive programming, advanced mathematics, and scientific reasoning. Well-suited for applications requiring careful analysis and multi-step reasoning at a balanced cost-performance ratio.

Technical Specifications

Architecture specifications are undisclosed for proprietary models.

Attention

Attention Structure

Multi-Head Attention

Attention Heads

Undisclosed

Key-Value Heads

Undisclosed

Attention Head Dimension

Undisclosed

Position Embedding

Absolute Position Embedding

RoPE Theta

Undisclosed

Sliding Window Attention

Undisclosed

Sliding Window Size

Undisclosed

Sliding Window Ratio

Undisclosed

Linear Attention

Undisclosed

Linear Attention Ratio

Undisclosed

Normalization

Undisclosed

Activation Function

Undisclosed

Dimensions

Hidden Dimension Size

Undisclosed

Number of Layers

Undisclosed

FFN Intermediate Size (Dense)

Undisclosed

Multi-Token Prediction Heads

Undisclosed

Tokenizer

Vocabulary Size

Undisclosed

About o3

OpenAI's o3 reasoning models represent a breakthrough in deliberative problem-solving and mathematical reasoning. These models use advanced chain-of-thought techniques and can be configured with different compute levels (low, medium, high) to balance reasoning depth with response time. Excel at complex mathematics, scientific reasoning, and multi-step problem solving.


Other o3 Models
  • No related models available