o1

91.6
Score

Overall Performance Score

OpenAI Logo OpenAI
2024-09-12
94%
TextGeneration
98%
Reasoning
95%
Coding

Overview

What is o1?

OpenAI's advanced reasoning model with extended thinking time for complex problem-solving, featuring enhanced logical reasoning and step-by-step analysis.

Created by:

OpenAI

Release Date:

2024-09-12

Capabilities Overview

TextGeneration 94%
Reasoning 98%
Coding 95%
Multimodal 75%
Safety 96%

Technical Specifications

Architecture

type: Reasoning-Optimized Transformer
parameters: 1.5 trillion
context: 128,000 tokens
trainingDataUpTo: August 2024
architecture: Advanced transformer with reinforcement learning for reasoning, chain-of-thought optimization, and verification mechanisms for enhanced accuracy

Performance Metrics

MMLU: 96.7%
HumanEval: 94.8%
GSM8K: 98.9%
MATH: 96.4%
ARC Challenge: 96.2%
Big-Bench Hard: 95.3%
Reasoning Tasks: 98.1%
Code Contests: 93.7%

Performance Dashboard

TextGeneration

94%

Reasoning

98%

Coding

95%

Multimodal

75%

Safety

96%

Technical Metrics

Parameters: 1.5T
ContextWindow: 128000
Latency: 5000
Accuracy: 96.8
Cost: $0.06/1K tokens

Benchmark Performance

MMLU 96.7%
HumanEval 94.8%
GSM8K 98.9%
MATH 96.4%
ARC Challenge 96.2%
Big-Bench Hard 95.3%
Reasoning Tasks 98.1%
Code Contests 93.7%

Features

Advanced reasoning

Extended thinking time for complex logical and mathematical problems

Step-by-step analysis

Breaks down complex problems into manageable steps for better solutions

Mathematical excellence

Superior performance on mathematical and scientific reasoning tasks

Strategic thinking

Advanced planning and multi-step problem-solving capabilities

Code reasoning

Deep understanding of code logic and algorithm design

Verified accuracy

Self-verification mechanisms for higher accuracy on critical tasks

Pros & Cons

Advantages

  • Exceptional reasoning capabilities
  • Very high accuracy
  • Excellent for complex problems
  • Strong mathematical abilities

Disadvantages

  • Higher latency due to thinking time
  • More expensive than standard models
  • Not ideal for simple queries

What can it do?

Mathematical Proofs

Solve complex mathematical problems with step-by-step reasoning and verification

Algorithm Design

Design and optimize complex algorithms with deep logical analysis

Scientific Research

Analyze scientific problems with rigorous reasoning and hypothesis testing

Frequently Asked Questions