OpenAI's 5-model family (Instant, Thinking, Codex-Mini, Codex-Max, Pro) released November 2025: adaptive reasoning, 400K context window, 8 personalities, apply_patch and shell tools.
Context window
400K tokenów wejścia; 128K tokenów wyjścia
tokens
Parameters
Nieujawnione publicznie
parameters
Max output
128,000
tokens
Release date
12 November 2025
Access:APIHostedDeployment:☁ Cloud
Overview
Applications
Access & deployment
APIHosted
Cloud
Weights: Closed
Key parameters
📏 Context: 400K tokenów wejścia; 128K tokenów wyjścia
🧩 Parameters: Nieujawnione publicznie
✓ Tools
📥 Input: text, image, documents
Technical specification
Context window
400K tokenów wejścia; 128K tokenów wyjścia
tokens
Parameters
Nieujawnione publicznie
parameters
Max output tokens
128,000
tokens per response
License
Proprietary (OpenAI Terms of Use; ChatGPT / API commercial terms)
Hardware requirements
Not applicable — the model is available only as hosted on the OpenAI API and in the ChatGPT products (Instant/Thinking/Pro/Auto/Codex). No on-device or local version.
Features:✓ Tool use
Modalities
⬇ Input
textimagedocuments
⬆ Output
textcodestructured_data
Capabilities and applications
Native model capabilities
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
Adaptive reasoning effort
The model decides how much 'thinking' to allocate to a given query: simple questions are answered quickly, complex problems receive more inference cycles. A GPT-5.1 feature (both Instant and Thinking) that shortens time on easy tasks and extends it for hard ones.
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
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
Long context
Support for large context windows — tens to hundreds of thousands (or millions) of input tokens. Enables analysis of entire codebases, long documents, and many parallel conversations without losing earlier information. GPT-5.1 supports 400,000 tokens.
Category: language
Instruction following
Precisely following instructions contained in the prompt: response format, length, style, constraints (e.g. 'reply in six words'). GPT-5.1 significantly improved this capability compared to GPT-5.
Category: language
Multilingual
Competence in many natural languages (from a few to over a hundred): understanding, generation, translation, and code-switching within a single conversation. Frontier models support a wide range of languages with comparable quality.
Category: language
Natural conversation
Conducting a conversation with a tone close to human: a warmer voice, empathy in emotional responses, humour, and avoiding the stiff 'AI assistant jargon'. Introduced as a deliberate improvement in GPT-5.1 Instant.
Category: language
Personality customization
The ability to tailor the model's response style and tone to the user's preferences via personality presets (e.g. Default, Friendly, Professional, Candid, Quirky, Efficient, Nerdy, Cynical) or fine-grained parameters (length, tone, emojis).
Category: language
Prompt caching
Cost-performance optimisation: repeated prompt fragments (e.g. system prompt, long documentation) are cached server-side and cheaper in subsequent calls. Significantly reduces cost for applications with long contexts.
Category: other
Shell and apply_patch tool use
The model's ability to invoke a system shell and the apply_patch tool to modify code files in agentic workflows. Characteristic of GPT-5.1 Codex variants (Mini, Max) and Claude Code / OpenCode-style pipelines.
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
Multimodal understanding
Category: multimodal
Application domains
ChatbotsCodingAI coding assistantAutonomous agent workflowsResearch assistanceWriting assistanceSearch assistanceWorkflow automationQ&A / Question answeringEmail draftingBrainstormingCreative writingKnowledge workTutoring / EducationMultimodal document understandingDocument analysisTranslationSummarizationContent generationDocument generationPresentation generationData analysisMeeting / Note assistance
Benchmark results
1 benchmark
AIME 2025
score · adaptive reasoning enabled
znacznie lepszy niż GPT-5%
📅 12 Nov 2025📄 OpenAI blog post 'GPT-5.1: A smarter, more conversational ChatGPT' (2025-11-12)
OpenAI reports significant improvements in math and coding (AIME 2025, Codeforces) thanks to adaptive reasoning. A concrete numerical score was not published on the blog.
Pricing
Technical architecture
Core Architecture
Training Techniques
Deployment and security
🔒 Security / Enterprise
✓ Verified enterprise information
OpenAI publishes a dedicated 'system card addendum' for GPT-5.1 covering its safety approach and safety testing. The model is available under ChatGPT Enterprise / Edu / Business with OpenAI's standard controls (SOC 2, GDPR, business terms). There is no separate enterprise-security feature list specific to the model itself — those belong to the platform layer (OpenAI API) and the products (ChatGPT).
The system card addendum complements the original GPT-5 system card with new risks and mitigations for GPT-5.1 (including adaptive reasoning, personality presets, tool use). Enterprise / Edu users get a 7-day early access toggle, off by default.
Updated: 13 Jul 2026↗ Security documentation
Sources and related pages
8 sources
BlogOpenAI — GPT-5.1: A smarter, more conversational ChatGPT (2025-11-12)BlogOpenAI — Introducing GPT-5.1 for developersDocsOpenAI API — GPT-5.1 Model documentationWebWikipedia — GPT-5.1BlogThe Verge — OpenAI says GPT-5.1 is 'warmer' with personality presets (2025-11-13)BlogArs Technica — OpenAI walks a tricky tightrope with GPT-5.1's eight new personalities (2025-11-12)BlogVentureBeat — OpenAI debuts GPT-5.1-Codex-Max coding model (2025-11-19)BlogTom's Guide — Gemini 3 vs ChatGPT-5.1 comparison (2025-11-19)
