openai

OpenAI: GPT-5.1-Codex

OpenAI's GPT-5.1-Codex is designed to handle extensive text and image inputs with a context length of 400,000 tokens; it also supports tools for enhanced interaction and reasoning capabilities. While structured output isn't explicitly supported, the model excels in generating detailed responses that integrate diverse input types. This model should be considered for projects requiring robust handling of both textual and visual data, alongside advanced tool integration. Its blended benchmark score of 57.2 indicates strong performance across independent evaluations; however, given its non-free nature and pricing at $1.25 per million input tokens and $10.0 per million output tokens, it may be more suitable for high-demand applications where comprehensive functionality outweighs cost concerns.

Quality Score
99/100
price + capability + benchmarks
Input Price
$1.25
per 1M tokens
Output Price
$10.00
per 1M tokens
Context Window
400,000
tokens

Benchmark results

Independent, published benchmarks. Blended score 57.2 across 1 benchmark, last refreshed 2026-07-21. How scoring works →

BenchmarkMeasuresScore
AI Index broad capability composite 57.3
Model ID
openai/gpt-5.1-codex
Vendor
openai
Released
November 2025
Tokenizer
GPT
Input Modalities
text, image
Output Modalities
text
Max Output
128,000 tokens
Tool Calling
✓ supported
Structured Output
✓ supported
Reasoning Mode
✓ supported
Vision
✓ accepts images
Audio
no
Moderated
yes

What it costs in practice

Computed from the current $1.25/M input and $10.00/M output rates. Run your own numbers →

JobTokensCost
Summarize a 50-page report 30k in / 1.5k out $0.05
Classify 1,000 customer emails 500k in / 50k out $1.12
A month of a busy support chatbot 5M in / 2M out $26.25

Similar models

Quick answers

How much does OpenAI: GPT-5.1-Codex cost?
$1.25 per million input tokens and $10.00 per million output tokens.
What is OpenAI: GPT-5.1-Codex's context window?
400,000 tokens, roughly 600 pages of text in a single request.
Does OpenAI: GPT-5.1-Codex support tool calling?
It supports tool calling, structured output, a reasoning mode.
Can OpenAI: GPT-5.1-Codex process images?
Yes, it accepts image input.