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.
Benchmark results
Independent, published benchmarks. Blended score 57.2 across 1 benchmark, last refreshed 2026-07-21. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| 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 →
| Job | Tokens | Cost |
|---|---|---|
| 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
OpenAI: GPT-5.1-Codex-Max
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OpenAI: GPT-5.6 Terra
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.