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GPT-6.1 Sol

GPT-6.1 Sol

6.1 Sol (gpt-6.1-sol) · Family: GPT
OpenAI GPT-family model (Sol line) offering near-Astra performance at lower cost, focused on complex coding, computer use and professional work.
✓ Active✓ Public accessLLMMultimodalReasoning modelTool-using model📁 GPT
Context window
1.05M
tokens
Max output
128,000
tokens
Access:APIDeployment:☁ Cloud

Overview

GPT-6.1 Sol is an OpenAI model in the GPT family and the "Sol" line. OpenAI positions it as a variant delivering near-flagship (GPT-6 Astra) performance at a lower cost, focused on complex coding, computer use and professional work. It is a point revision (6.1) of GPT-6 Sol, whose line debuted on September 22, 2026.

Specifications

The model supports a 1,050,000-token context window (up to 922,000 input tokens and up to 128,000 output tokens). Its knowledge cutoff is April 30, 2026. It accepts text and image input and produces text output. It exposes a configurable reasoning effort level: low, medium (default), high, xhigh and max.

Availability and features

GPT-6.1 Sol is available via the OpenAI API (Chat Completions and the Responses API, including Batch). It supports streaming, structured outputs, function calling, file search, image input, web search and prompt caching, along with tools such as web search, file search, image generation, code interpreter, hosted shell and computer use. It is not available on the Live, Realtime or Assistants endpoints.

Pricing

Public API pricing is USD 2 per 1M input tokens, USD 0.10 per 1M cached input tokens, USD 2.50 for cache writes and USD 10 per 1M output tokens. For requests exceeding 272,000 tokens, input and cache rates double and output rates increase by 50%.

Classification
LLMMultimodalReasoning modelTool-using model
Family: GPT
Access & deployment
API
Cloud
Weights: Closed
Key parameters
📏 Context: 1.05M
✓ Tools
📥 Input: text, image

Technical specification

Context window
1.05M
tokens
Max output tokens
128,000
tokens per response
Knowledge cutoff
30 Apr 2026
Knowledge boundary
License
Proprietary (OpenAI)
Features:✓ Tool use
Modalities
⬇ Input
textimage
⬆ Output
text

Capabilities and applications

Native model capabilities
Reasoning
The model's ability to reason logically and solve complex problems.
Category: reasoning
Advanced reasoning
The ability to perform multi-step, structured reasoning: analysing problems, planning steps, and drawing conclusions from hypotheses. Reasoning-first models (e.g. GPT-5.1 Thinking) dedicate a portion of inference to chains of thought before responding.
Category: reasoning
Multi-step reasoning
Carrying out multi-step chains of reasoning across long, complex tasks.
Category: reasoning
Coding
Generating, analysing and modifying code in many programming languages. Covers writing functions, debugging, refactoring, code review, and creating tests. Measured by benchmarks such as HumanEval and SWE-bench.
Category: coding
Agentic coding
Multi-hour, multi-step programming tasks performed autonomously by the model: cloning a repository, running tests, iterating on fixes, integrating with CLI tools. Characteristic of Codex variants (GPT-5.1-Codex-Mini, Codex-Max).
Category: coding
Agentic capability
The model's ability to autonomously plan and execute multi-step tasks by sequentially using tools, maintaining context, and adapting to intermediate results.
Category: planning
Computer use
The model's ability to operate a computer interface by interpreting screenshots and generating actions such as clicks, typing, and navigating applications.
Category: planning
Web browsing
Ability of the model to autonomously search and browse web pages to retrieve up-to-date information.
Category: other
Image understanding
Analysing and interpreting the content of images.
Category: vision
Tool use
The model's ability to call external functions, APIs and tools during a conversation: calculator, search engine, code editor, database. The model decides when and how to use a tool and interprets its result.
Category: planning
Planning
Forming and executing action plans for complex tasks.
Category: planning

Pricing

Technical architecture