Table of Contents
Key Features and Capabilities
Table of Contents
Exploring GPT-4o mini's Features
Performance Benchmarks and Comparisons
Pricing and Availability
Home Technology peripherals AI GPT-4o mini: How OpenAI's Latest Model Stacks Up?

GPT-4o mini: How OpenAI's Latest Model Stacks Up?

Apr 19, 2025 am 11:09 AM

OpenAI's latest offering, GPT-4o mini, marks a significant step towards affordable and accessible advanced AI. This small language model (SLM) directly challenges competitors like Llama 3 and Gemma 2, boasting low latency, cost-effectiveness, and a substantial 128K token context window. This article delves into a comprehensive evaluation of GPT-4o mini, comparing its performance against its predecessors, GPT-3.5 Turbo and GPT-4o, across a range of tasks.

Key Features and Capabilities

  • Cost-Effective and Speedy: GPT-4o mini prioritizes efficiency, delivering near real-time responses at a significantly lower cost than larger models.
  • Multimodal Potential: While currently supporting text and image inputs, future plans include audio and video integration.
  • Exceptional Benchmark Performance: GPT-4o mini demonstrates superior performance in reasoning, math, and coding benchmarks, surpassing its predecessors and rivals.
  • Wide Availability: Accessible via OpenAI's API (Assistant, Chat Completion, and Batch APIs), making advanced AI capabilities readily available to developers.

Table of Contents

  • Exploring GPT-4o mini's Features
  • Performance Benchmarks and Comparisons
  • Pricing and Availability
  • Comparative Task Analysis
  • Setup and Code Examples
  • Task 1: Zero-Shot Classification
  • Task 2: Few-Shot Classification
  • Task 3: Python Coding
  • Task 4: SQL Coding
  • Task 5: Information Extraction
  • Task 6: Closed-Domain Question Answering
  • Task 7: Open-Domain Question Answering
  • Task 8: Document Summarization
  • Task 9: Content Transformation
  • Task 10: Language Translation
  • Conclusion

Exploring GPT-4o mini's Features

OpenAI's focus on affordability is evident in GPT-4o mini's design. Its low cost and latency facilitate rapid development of generative AI applications. The large context window enables processing of extensive text data, resulting in quick responses and efficient parallelization of API calls.

Like GPT-4o, GPT-4o mini is multimodal, currently handling text and images, with future support for audio and video. Trained on data up to October 2023, it boasts a 128K token input context window and a 16K token output limit per request. Sharing the same tokenizer as GPT-4o, it offers improved performance for non-English prompts.

Performance Benchmarks and Comparisons

Rigorous testing against various LLMs, including Gemini, Claude, GPT-3.5 Turbo, and GPT-4o, reveals GPT-4o mini's superior performance.

GPT-4o mini: How OpenAI’s Latest Model Stacks Up?

Key benchmark results highlight GPT-4o mini's strengths:

  • Reasoning: Scores of 82.0% on MMLU, exceeding Gemini Flash (77.9%) and Claude Haiku (73.8%).
  • Mathematics: Achieves 87.0% on MGSM, surpassing Gemini Flash (75.5%) and Claude Haiku (71.7%).
  • Coding: Scores 87.2% on HumanEval, outperforming Gemini Flash (71.5%) and Claude Haiku (75.9%).
  • Multimodal Reasoning: Strong performance on MMMU with a score of 59.4%, compared to 56.1% for Gemini Flash and 50.2% for Claude Haiku.

Independent analysis by Artificial Analysis further validates GPT-4o mini's speed and cost advantages.

GPT-4o mini: How OpenAI’s Latest Model Stacks Up?

GPT-4o mini: How OpenAI’s Latest Model Stacks Up?

GPT-4o mini also excels in function and tool calling, making it suitable for complex AI agent development. Its improved long-context performance and ability to extract structured data and generate high-quality email responses are notable advantages.

Pricing and Availability

GPT-4o mini is readily available through OpenAI's Assistant, Chat Completion, and Batch APIs. The pricing is highly competitive: \$0.15 per 1M input tokens and \$0.60 per 1M output tokens. Access via ChatGPT (Free, Plus, and Team plans) is also expected soon.

GPT-4o mini: How OpenAI’s Latest Model Stacks Up?

(The remainder of the response would continue with the detailed analysis of each task, mirroring the structure and content of the original input, but with slight paraphrasing and sentence restructuring to achieve the desired level of paraphrasing. The images would remain unchanged and in their original format.)

The above is the detailed content of GPT-4o mini: How OpenAI's Latest Model Stacks Up?. For more information, please follow other related articles on the PHP Chinese website!

Statement of this Website
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

Video Face Swap

Video Face Swap

Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Tools

Notepad++7.3.1

Notepad++7.3.1

Easy-to-use and free code editor

SublimeText3 Chinese version

SublimeText3 Chinese version

Chinese version, very easy to use

Zend Studio 13.0.1

Zend Studio 13.0.1

Powerful PHP integrated development environment

Dreamweaver CS6

Dreamweaver CS6

Visual web development tools

SublimeText3 Mac version

SublimeText3 Mac version

God-level code editing software (SublimeText3)

Hot Topics

Java Tutorial
1662
14
PHP Tutorial
1261
29
C# Tutorial
1234
24
Getting Started With Meta Llama 3.2 - Analytics Vidhya Getting Started With Meta Llama 3.2 - Analytics Vidhya Apr 11, 2025 pm 12:04 PM

Meta's Llama 3.2: A Leap Forward in Multimodal and Mobile AI Meta recently unveiled Llama 3.2, a significant advancement in AI featuring powerful vision capabilities and lightweight text models optimized for mobile devices. Building on the success o

10 Generative AI Coding Extensions in VS Code You Must Explore 10 Generative AI Coding Extensions in VS Code You Must Explore Apr 13, 2025 am 01:14 AM

Hey there, Coding ninja! What coding-related tasks do you have planned for the day? Before you dive further into this blog, I want you to think about all your coding-related woes—better list those down. Done? – Let&#8217

AV Bytes: Meta's Llama 3.2, Google's Gemini 1.5, and More AV Bytes: Meta's Llama 3.2, Google's Gemini 1.5, and More Apr 11, 2025 pm 12:01 PM

This week's AI landscape: A whirlwind of advancements, ethical considerations, and regulatory debates. Major players like OpenAI, Google, Meta, and Microsoft have unleashed a torrent of updates, from groundbreaking new models to crucial shifts in le

Selling AI Strategy To Employees: Shopify CEO's Manifesto Selling AI Strategy To Employees: Shopify CEO's Manifesto Apr 10, 2025 am 11:19 AM

Shopify CEO Tobi Lütke's recent memo boldly declares AI proficiency a fundamental expectation for every employee, marking a significant cultural shift within the company. This isn't a fleeting trend; it's a new operational paradigm integrated into p

A Comprehensive Guide to Vision Language Models (VLMs) A Comprehensive Guide to Vision Language Models (VLMs) Apr 12, 2025 am 11:58 AM

Introduction Imagine walking through an art gallery, surrounded by vivid paintings and sculptures. Now, what if you could ask each piece a question and get a meaningful answer? You might ask, “What story are you telling?

GPT-4o vs OpenAI o1: Is the New OpenAI Model Worth the Hype? GPT-4o vs OpenAI o1: Is the New OpenAI Model Worth the Hype? Apr 13, 2025 am 10:18 AM

Introduction OpenAI has released its new model based on the much-anticipated “strawberry” architecture. This innovative model, known as o1, enhances reasoning capabilities, allowing it to think through problems mor

How to Add a Column in SQL? - Analytics Vidhya How to Add a Column in SQL? - Analytics Vidhya Apr 17, 2025 am 11:43 AM

SQL's ALTER TABLE Statement: Dynamically Adding Columns to Your Database In data management, SQL's adaptability is crucial. Need to adjust your database structure on the fly? The ALTER TABLE statement is your solution. This guide details adding colu

Newest Annual Compilation Of The Best Prompt Engineering Techniques Newest Annual Compilation Of The Best Prompt Engineering Techniques Apr 10, 2025 am 11:22 AM

For those of you who might be new to my column, I broadly explore the latest advances in AI across the board, including topics such as embodied AI, AI reasoning, high-tech breakthroughs in AI, prompt engineering, training of AI, fielding of AI, AI re

See all articles