GPT-5.1-Codex-Max, released by OpenAI in December 2025, is an advanced coding model optimized for long-running software development tasks. With a context length of 400,000 tokens, it supports both text and image inputs while generating text outputs. This model enhances performance and reasoning capabilities, making it suitable for complex projects in software engineering and research. Its ability to handle agentic workflows ensures that developers can leverage its strengths throughout the development lifecycle, from initial coding to final implementation.
Use Cases
Here are a few ways teams apply OpenAI: GPT-5.1-Codex-Max in practice—from fast drafting to multimodal understanding. Adapt these ideas to your workflow.
Streamline complex software development projects
Enhance coding efficiency with high context understanding
Facilitate research in mathematics and engineering
Support agentic workflows for better project management
Key Features
A quick look at the capabilities that make this model useful in real projects.
Supports long-running coding tasks
Handles both text and image inputs
400,000 token context length
Improved reasoning and performance
Optimized for software engineering workflows
Specs
Overview
Vendor
openai
Model ID
openai/gpt-5.1-codex-max
Release
2025-12-04
Modalities & context
Input
text · image
Output
text
Context
400,000 tokens
Parameters & defaults
Supported parameters: include_reasoning, max_tokens, reasoning, response_format, seed, structured_outputs, tool_choice, tools
Defaults: temperature 0.2, top_p 0.95
Benchmark tests: OpenAI: GPT-5.1-Codex-Max
We ran this model against a few representative prompts to show its range. Review the outputs below and be the judge.
Text
Prompt:
Write 150 words on how AI might positively upend work, leisure and creativity
Artificial intelligence promises to reshape work by automating routine tasks and assisting with complex analysis, empowering people to focus on strategic, creative, and interpersonal roles. As tedious processes shrink, productivity increases, freeing up time for richer collaboration and innovation. In leisure, AI can serve as a personalized guide, recommending activities aligned with individual preferences, optimizing travel plans, or creating immersive virtual experiences that match personal interests. This personalization makes downtime more fulfilling and tailored to each person. Creativity stands to gain from AI tools that generate ideas, suggest new directions, or provide instant feedback, allowing artists, writers, musicians, and designers to rapidly explore concepts and refine their visions. AI can act as a co-creator, removing barriers to experimentation and encouraging boldness. Taken together, these changes can lead to a society where people have more time, more creative outlets, and more opportunities to learn and grow, supported by intelligent systems that enhance human potential rather than replace it.
Run this prompt on Upend.AI