GPT-5.1-Codex vs. Sage2 Comparison


GPT-5.1-Codex OpenAI	Sage2 Levanto Labs
Learn More about GPT-5.1-Codex Update Features for GPT-5.1-Codex	Learn More about Sage2 Update Features for Sage2	Add To Compare	Add To Compare

GPT-5.1-Codex	Sage2
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GPT-5.1-Codex: About GPT-5.1-Codex is a specialized version of the GPT-5.1 model built for software engineering and agentic coding workflows. It is optimized for both interactive development sessions and long-horizon, autonomous execution of complex engineering tasks, such as building projects from scratch, developing features, debugging, performing large-scale refactoring, and code review. It supports tool-use, integrates naturally with developer environments, and adapts reasoning effort dynamically, moving quickly on simple tasks while spending more time on deep ones. The model is described as producing cleaner and higher-quality code outputs compared to general models, with closer adherence to developer instructions and fewer hallucinations. GPT-5.1-Codex is available via the Responses API route (rather than a standard chat API) and comes in variants including “mini” for cost-sensitive usage and “max” for the highest capability.	Sage2: About Sage2 is a cloud-hosted AI model and API for developers building software agents and automated workflows. It accepts structured task instructions and returns decisions or extracted information in machine-readable formats, allowing applications to delegate steps such as classification, routing, evaluation, and data extraction to a model designed for tool-using agents. Developers can call Sage through its API, inspect model behavior in browser-based demos, and connect it to agent development environments including Cursor and Claude Code. The service offers API usage pricing with a free tier and paid monthly plans; usage charges and included credits vary by plan. Sage is intended for individual developers and software teams that want to add decision-making and extraction capabilities to applications without hosting the model themselves.
GPT-5.1-Codex: Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Sage2: Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
GPT-5.1-Codex: Audience Software engineers and engineering organizations wanting a tool to generate, refactor and maintain code at scale, integrated into their existing development toolchain	Sage2: Audience Software developers and teams building AI agents and automated workflows.
GPT-5.1-Codex: Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Sage2: Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported
GPT-5.1-Codex: API Offers API Supported	Sage2: API Offers API Supported
GPT-5.1-Codex: Screenshots and Videos View more images or videos	Sage2: Screenshots and Videos No images available
GPT-5.1-Codex: Pricing $1.25 per input Free Version Supported Free Trial Not Supported	Sage2: Pricing $0 The Free plan costs $0/month and includes $0.20 in usage. The Developer plan costs $14/month and includes $14 in usage. Additional usage is charged by token and web-search rates shown on the pricing page. Free Version Supported Free Trial Not Supported
GPT-5.1-Codex: Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Sage2: Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

GPT-5.1-Codex: Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Sage2: Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
GPT-5.1-Codex: Company Information OpenAI Founded: 2015 United States platform.openai.com/docs/models/gpt-5.1-codex	Sage2: Company Information Levanto Labs Founded: 2026 United States levanto.ai/model
GPT-5.1-Codex: Alternatives Claude Opus 4.5 Anthropic	Sage2: Alternatives SubQ Snap 1.1 Subquadratic
GPT-5.1-Codex: Claude Sonnet 4.5 Anthropic	Sage2: Parallel Decisions API Parallel
GPT-5.1-Codex: Composer 1.5 Cursor	Sage2: Jev TypeSafe AI
GPT-5.1-Codex: GPT-5.1-Codex-Max OpenAI	Sage2: Gemini Decision 1 Google
GPT-5.1-Codex: GPT‑5-Codex OpenAI View All	Sage2: Microsoft-Decision-1 Microsoft View All
GPT-5.1-Codex: Categories Agentic AI Supported AI Coding Agents Supported AI Coding Models Supported AI Models Supported	Sage2: Categories AI Decision Models Supported

GPT-5.1-Codex: Integrations Cursor Supported C Supported C# Supported ChatGPT Enterprise Supported ChatGPT Plus Supported Codex Security Supported Elixir Supported GPT-6 Sol Supported GPT-6.1 Sol Supported GPT-6.1 Terra Supported GPT-6.2 Sol Supported GitHub Supported HTML Supported Java Supported Python Supported Ruby Supported SQL Supported Scala Supported TypeScript Supported Verdent Supported Show More Integrations View All 51 Integrations	Sage2: Integrations Cursor Supported C Not Supported C# Not Supported ChatGPT Enterprise Not Supported ChatGPT Plus Not Supported Codex Security Not Supported Elixir Not Supported GPT-6 Sol Not Supported GPT-6.1 Sol Not Supported GPT-6.1 Terra Not Supported GPT-6.2 Sol Not Supported GitHub Not Supported HTML Not Supported Java Not Supported Python Not Supported Ruby Not Supported SQL Not Supported Scala Not Supported TypeScript Not Supported Verdent Not Supported Show More Integrations View All 2 Integrations
GPT-5.1-Codex: Claim GPT-5.1-Codex and update features and information Claim GPT-5.1-Codex and update features and information	Sage2: Claim Sage2 and update features and information Claim Sage2 and update features and information