GPT-5.1, the OpenAI model in numbers
GPT-5.1 in numbers: price per token, context window, independent benchmark scores and comparable models, based on public data checked on October 22, 2026.
Data as of October 22, 2026
Key figures
| Developer | OpenAI |
|---|---|
| Released | November 13, 2025 |
| Knowledge cutoff | September 30, 2024 |
| Context window | 272,000 tokens (≈ 408 pages) |
| Maximum output | 8,192 tokens |
| Input price | $1.25 per million tokens (median of 31 providers) |
| Output price | $10 per million tokens |
| Open weights | No |
| Reasoning mode | Yes |
| Tool calling | Yes |
| Structured output (JSON) | Yes |
| Accepted inputs | text, image |
| Providers offering it | 31 |
| Capability index | 75.8 / 100 |
Overview
GPT-5.1 is a language model from OpenAI, released on November 13, 2025. That makes it 11 months old as of October 22, 2026. It is a closed model: you access it through an API, from OpenAI or one of the 31 providers listed on models.dev. It has a reasoning mode: it can "think" before answering, which helps with multi-step problems but uses more tokens, and therefore more money.
We file it under mid-range models (34 models in this category on the site).
How much does GPT-5.1 cost?
GPT-5.1 costs $1.25 per million input tokens and $10 per million output tokens (median of 31 providers, checked on October 22, 2026).
To put it in perspective: reading 20,000 tokens (about thirty pages) and writing 2,000 costs roughly $0.045; a thousand of those tasks, $45.
That is 2.3 times the median output price of mid-range models ($4.38).
To estimate your own budget, use the agent cost calculator.
What do independent benchmarks say?
According to results published by Epoch AI (checked on October 22, 2026), GPT-5.1 has a capability index of 75.8 out of 100, computed on 4 benchmarks from our basket.
It is not among the top 30 of the weekly ranking.
- GPQA Diamond (PhD-level science questions): 87.6% — the best tracked model, Gemini 4 Argon, reaches 96.4%
- OTIS Mock AIME (competition mathematics problems): 88.6% — the best tracked model, GPT-5.5 Pro, reaches 100%
- SWE-bench Verified (fixing real software bugs): 68% — the best tracked model, Claude Opus 4.7, reaches 83.5%
- Terminal-Bench (agent tasks in a terminal): 47.6% — the best tracked model, GPT-5.5, reaches 84.7%
Technical specifications
Its context window reaches 272,000 tokens, roughly 408 pages of text at 500 words per page: enough for a long report or several contracts at once. A single answer can run to 8,192 tokens.
It accepts as input: text and image. Its knowledge stops at September 30, 2024: beyond that, it needs web search or your documents.
It can call tools (functions, APIs) and return structured JSON output, which makes it a possible foundation for an AI agent.
Who is it for?
Given its category, GPT-5.1 is mainly aimed at a balance between quality and cost, for everyday uses that do not justify a frontier model.
Its Terminal-Bench result (47.6%, above the median of tracked models) makes it a serious candidate for coding agents.
Before adopting it, test it on your own examples: benchmarks measure standard tasks, not your job.
What could replace it?
In the same category, the models closest to GPT-5.1 are:
- Gemini 3.5 Flash (Google DeepMind, index 76)
- GPT-5 (OpenAI, index 75.3)
- Claude Opus 4.6 (Anthropic, index 76.7)
- Grok 4.3 (xAI, index 76.8)
Independent benchmark scores
| Benchmark | What it measures | Score |
|---|---|---|
| GPQA Diamond | PhD-level science questions | 87.6% |
| OTIS Mock AIME | competition mathematics problems | 88.6% |
| SWE-bench Verified | fixing real software bugs | 68% |
| Terminal-Bench | agent tasks in a terminal | 47.6% |
| Humanity's Last Exam | multidisciplinary expert questions | 23.7% |
Similar models
- Gemini 3.5 Flash · Google DeepMind · index 76
- GPT-5 · OpenAI · index 75.3
- Claude Opus 4.6 · Anthropic · index 76.7
- Grok 4.3 · xAI · index 76.8
Other OpenAI models
- GPT-6.1 Sol · September 29, 2026
- GPT-6 Sol · September 22, 2026
- GPT-6 Luna · September 22, 2026
- GPT-6 Astra · September 4, 2026
- GPT-5.6 Sol · August 7, 2026
- GPT-5.6 Terra · July 9, 2026
Frequently asked questions
How much does GPT-5.1 cost?
As of October 22, 2026, GPT-5.1 costs $1.25 per million input tokens and $10 per million output tokens (median of 31 providers). A task that reads 20,000 tokens and writes 2,000 costs about $0.045.
What is the context window of GPT-5.1?
272,000 tokens, roughly 408 pages of text. An answer can reach 8,192 tokens.
Is GPT-5.1 open source?
No. It is a closed OpenAI model, available only through an API.
How good is GPT-5.1?
Its capability index is 75.8 out of 100 (4 benchmarks, Epoch AI data).
Can you build an agent with GPT-5.1?
Yes: it can call tools and return structured JSON, the two basic building blocks of an agent.
Data sources
- Models.dev — Model data: models.dev (open-source project)
- OpenRouter — Market prices cross-checked with OpenRouter
- Epoch AI — AI Benchmarking Hub — Epoch AI, “AI Benchmarking Hub”, epoch.ai, CC BY 4.0
- Epoch AI — Data on AI Models — Epoch AI, “Data on AI Models”, epoch.ai, CC BY 4.0
Data as of October 22, 2026
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