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OpenAI Codex

An AI model trained to translate natural language into code, powering tools like GitHub Copilot.

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Categories

Coding Productivity

Best For

Data Scientists Developers Students

Pricing

Platform

API

Developer

OpenAI

Overall Rating

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About OpenAI Codex

OpenAI Codex is a descendant of GPT-3 explicitly trained on billions of lines of code from GitHub and other public sources. It is designed to interpret natural language commands and generate working code in over a dozen programming languages, including Python, JavaScript, Go, and Ruby.

Codex serves as the engine behind tools like GitHub Copilot, assisting developers by auto-completing lines, writing entire functions, or even refactoring code based on comments. It understands both programming logic and human language, allowing it to bridge the gap between intent and syntax.

While originally a standalone beta API, its capabilities have largely been integrated into OpenAI's newer GPT-3.5 and GPT-4 models, which offer even stronger coding performance.

Key Features

  1. Translates natural language to code,
  2. Proficient in Python, JavaScript, TypeScript, and more,
  3. Context-aware code completion,
  4. Ability to explain code in plain English,
  5. Powers GitHub Copilot and other dev tools

Use Cases

  1. Auto-completing code while typing,
  2. Generating SQL queries from text descriptions,
  3. Refactoring and commenting legacy code

How to Use

  1. Access via the OpenAI API (Chat Completions).,
  2. Provide a system prompt describing the coding task.,
  3. Input natural language instructions to receive code output.

Pros

  1. Drastically speeds up development time,
  2. Reduces syntax errors,
  3. Helps beginners learn by example

Cons

  1. Can generate insecure or buggy code if not reviewed,
  2. Standalone Codex API is deprecated in favor of GPT-4

Tags

AI Code API Automation Model Programming Python

Support & Contact

Latest Updates

Jul 04, 2026

OpenAI Codex: New Benchmark Release

  • Introduced GeneBench-Pro, a new research benchmark designed to test AI agents.
  • The tool evaluates how well agents handle complex biological data, select analysis paths, and make independent research decisions.
Jun 21, 2026

OpenAI Codex: Performance and Capability Updates

  • GPT-5.5 Instant has been updated to better handle health-related queries, with improved capabilities for identifying the need for urgent care and simplifying complex medical information.
  • These performance improvements for GPT-5.5 Instant are now available to all free users of ChatGPT.
Jun 14, 2026

OpenAI Codex: Rate Limit Flexibility

  • You can now save rate limit resets to use at a time of your choosing instead of them being applied immediately.
  • Go, Plus, Pro, and Business users have been granted one free rate limit reset to start.
Jun 07, 2026

OpenAI Codex & ChatGPT: Updates to Features, Integrations, and Platforms

  • ChatGPT now features a more capable memory system designed to better carry context across different conversations over time.
  • GPT-Rosalind has been upgraded with GPT-5.5's agentic coding and improved tool-use capabilities for life sciences research.
  • Codex now supports role-based plugins that provide access to 62 apps and 110 skills across various professional workflows without requiring code.
  • A new \"Sites\" feature allows users to generate interactive websites or apps from plans and ideas, currently available for Business and Enterprise plans.
  • OpenAI frontier models and Codex are now generally available for enterprise use on Amazon Bedrock via AWS.
May 31, 2026

OpenAI Codex: Computer Use and Biodefense Enhancements

  • Computer use capabilities are now available on Windows, allowing Codex to perform actions directly on your machine.
  • The ChatGPT mobile app now supports Windows-based tasks, enabling users to monitor and control their computer's activity remotely.
  • Launched Rosalind Biodefense to assist authorized developers in creating tools for pandemic preparedness and biodefense.
  • Expanded access to the GPT-Rosalind model for U.S. government and allied partners to support public health missions.

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