OpenAI: GPT-5.1-Codex

OpenAI: GPT-5.1-Codex

openai · Released Nov 13, 2025 Professional
Intelligence #10 / 576
82.0 Our Score
Speed #52 / 268
172.0 tokens / sec
Input #454 / 576
$1.25 per 1M tokens
Output #492 / 576
$10.00 per 1M tokens
Context #86 / 576
400,000 tokens

Analysis Summary

GPT-5.1-Codex is OpenAI's coding-focused variant in the GPT-5.1 family, with an intelligence index of 43.1 and a coding index of 36.6. GPQA at 0.860 and livecodebench at 0.849 confirm strong reasoning and code generation capability. Vision, tool use, function calling, and a 400K context window make it a versatile option for technical business workflows.

For businesses, this model suits software engineering assistance, code review, agentic task execution, and long-document analysis. The agentic index of 58.9 and terminalbench hard score of 0.348 support multi-step tool use. Its coding index trails the broader GPT-5.1, suggesting the Codex branding reflects a specialisation in reasoning-heavy code tasks rather than raw coding throughput.

At $1.25 input and $10.00 output, pricing matches GPT-5.1. Teams focused on coding and agentic workflows will find this a strong option, though the benchmarked GPT-5.1 edges it on overall intelligence and agentic scores.

Assessed June 6, 2026

Editorial notes

GPT-5.1-Codex from OpenAI combines strong reasoning with vision, tool use, and a 400K context window, delivering reliable performance across coding and agentic workflows.

Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?

Performance Profile

Intelligence6.5Technical6.7Value6.5Content7.8
Intelligence 6.5/10
Technical 6.7/10
Content 7.8/10
Value 6.5/10

How OpenAI: GPT-5.1-Codex compares

OpenAI: GPT-5.1-Codex ranks #43 of 377 AI models we track for overall intelligence, #56 of 314 for coding, #60 of 289 for agentic tasks. Its 400K-token context window is larger than 85% of the models we list. At $1.25 per million input tokens it is cheaper than 21% of comparable models.

About OpenAI: GPT-5.1-Codex

GPT-5.1-Codex is a specialized version of GPT-5.1 optimized for software engineering and coding workflows. It is designed for both interactive development sessions and long, independent execution of complex engineering tasks..

Capabilities

Tool Use Function Calling Vision

Performance Indices

Source: Artificial Analysis

43.1 Intelligence Index
36.6 Coding Index
58.9 Agentic Index
95.7 Math Index

Benchmark Scores

Intelligence

GPQA Diamond 86% Graduate-level scientific reasoning
HLE 23.4% Humanity's Last Exam
MMLU Pro 86% Multi-task language understanding
AIME 2025 95.7% Competition mathematics (2025)
SciCode 40.2% Scientific computing

Technical

LiveCodeBench 84.9% Live coding evaluation
TerminalBench Hard 34.8% Agentic terminal tasks
τ²-Bench 83% Conversational agent benchmark

Content

IFBench 70% Instruction following
LCR 67.3% Long-context reasoning

Benchmark data from Artificial Analysis and Hugging Face

How does OpenAI: GPT-5.1-Codex stack up?

Compare side-by-side with other professional models.

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Model Information

OpenRouter ID openai/gpt-5.1-codex
Provideropenai
Release Date November 13, 2025
Context Length400,000 tokens
Max Completion128,000 tokens
Status Active

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $1.25 $0.001250
Output $10.00 $0.010000

Live Performance

Live endpoint metrics, refreshed every 30 minutes.

2,898ms
Best Latency (TTFT)
75 tok/s
Best Throughput
0/2
Active Endpoints
Available via: Azure, OpenAI

Leaderboard Categories

Frequently asked questions about OpenAI: GPT-5.1-Codex

How much does OpenAI: GPT-5.1-Codex cost?

OpenAI: GPT-5.1-Codex costs $1.25 per million input tokens and $10.00 per million output tokens.

What is the context window of OpenAI: GPT-5.1-Codex?

OpenAI: GPT-5.1-Codex has a context window of 400,000 tokens (400K).

Is OpenAI: GPT-5.1-Codex good for coding?

On our coding benchmark index, OpenAI: GPT-5.1-Codex ranks #56 of 314 models, placing it in the top quartile of the field for code generation and debugging.

What can OpenAI: GPT-5.1-Codex do?

OpenAI: GPT-5.1-Codex supports image/vision input, tool use, and function calling.

Who created OpenAI: GPT-5.1-Codex?

OpenAI: GPT-5.1-Codex is developed by OpenAI and was released on November 13, 2025.