Codenteam Intersect - All-In-One AI - Generate Text, Images, Videos, Websites

Overview

What is o3-mini?

Compact reasoning model offering strong analytical capabilities with faster response times and lower cost than o1.

Created by:

OpenAI

Release Date:

2024-12-20

Capabilities Overview

TextGeneration 88%

Reasoning 92%

Coding 89%

Multimodal 70%

Safety 93%

Technical Specifications

Architecture

type: Efficient Reasoning Transformer

parameters: 400 billion

context: 64,000 tokens

trainingDataUpTo: October 2024

architecture: Optimized reasoning transformer with streamlined chain-of-thought processing and efficient parameter allocation for faster inference

Performance Metrics

MMLU: 92.8%

HumanEval: 88.4%

GSM8K: 95.2%

MATH: 89.7%

ARC Challenge: 91.5%

Big-Bench Hard: 90.1%

Response Time: 2000ms

Cost Efficiency: 93%

Performance Dashboard

TextGeneration

88%

Reasoning

92%

Coding

89%

Multimodal

70%

Safety

93%

Technical Metrics

Parameters: 400B

ContextWindow: 64000

Latency: 2000

Accuracy: 91.5

Cost: $0.03/1K tokens

Benchmark Performance

MMLU 92.8%

HumanEval 88.4%

GSM8K 95.2%

MATH 89.7%

ARC Challenge 91.5%

Big-Bench Hard 90.1%

Response Time 2000ms

Cost Efficiency 93%

Features

Efficient reasoning

Strong reasoning capabilities with reduced thinking time

Faster responses

Balanced speed and reasoning for practical applications

Cost-effective

Half the cost of o1 while maintaining strong performance

Code analysis

Strong coding and algorithm understanding

Analytical thinking

Excellent for data analysis and logical problems

Balanced performance

Optimal trade-off between reasoning and speed

Pros & Cons

Advantages

Strong reasoning at lower cost
Faster than o1
Good code understanding
Practical for production use

Disadvantages

Less powerful than o1
Still slower than standard models
Limited multimodal capabilities

What can it do?

Code Review

Analyze code for logic errors, optimization opportunities, and best practices

Data Analysis

Process and analyze datasets with logical reasoning and pattern recognition

Problem Solving

Tackle moderately complex problems with efficient reasoning

o3-mini