OpenAI: GPT-5.1-Codex

OpenAI: GPT-5.1-Codex

openai · Released Nov 13, 2025 Professional
Intelligence #39 / 525
75.6 Our Score
Speed #43 / 244
171.9 tokens / sec
Input #417 / 525
$1.25 per 1M tokens
Output #451 / 525
$10.00 per 1M tokens
Context #59 / 525
400,000 tokens

Analysis Summary

OpenAI: GPT-5.1-Codex sits in the Professional tier on our leaderboard, ranked #39 of 525 published models on overall intelligence. At $1.25 input and $10.00 output per 1M tokens, it is among the most expensive on the market. It offers a generous context window for extended reasoning and code review and supports tool use, function calling, vision, and reasoning.

Editorial notes

OpenAI's GPT-5.1-Codex delivers strong reasoning and solid coding performance with vision support and a 400K context window, making it a capable choice for technical business tasks, though it sits a step below the top-tier GPT-5.1 flagship in overall intelligence.

Assessed April 23, 2026

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

Performance Profile

Intelligence7.7Technical7.3Value6.5Content7
Intelligence 7.7/10
Technical 7.3/10
Content 7/10
Value 6.5/10

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?

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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.

99.9%
Avg Uptime
1,577ms
Best Latency (TTFT)
41 tok/s
Best Throughput
1/2
Active Endpoints
Available via: OpenAI, Azure

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