OpenAI Agents SDK vs The GPT Factory
Side-by-side comparison · Updated October 2026
| Description | The OpenAI Agents SDK is the official framework from OpenAI for building multi-agent systems in Python. Despite the name, it is provider-agnostic: it works with OpenAI APIs plus over 100 other LLMs, so you are not locked into a single provider. The SDK revolves around nine core concepts. Agents are LLMs configured with instructions, tools, guardrails, and handoffs. Tools can be Python functions, MCP servers, or hosted tools. Guardrails provide configurable safety checks for input and output validation. Handoffs let agents delegate tasks to other agents. Human-in-the-loop mechanisms let you involve people at any step. Sessions manage conversation history automatically across runs. Tracing tracks every step for viewing, debugging, and optimization. Realtime agents support voice workflows with gpt-realtime-1.5. The newest addition is Sandbox Agents (v0.14.0+). A sandbox agent operates in a containerized environment with its own filesystem, shell access, and workspace. You define a Manifest specifying files, directories, Git repos, environment variables, and mounts. The agent can then inspect files, run commands, apply patches, and carry workspace state across longer tasks. Sandbox providers include local Unix, Docker, and hosted options (Blaxel, Cloudflare, Daytona, E2B, Modal, Runloop, Vercel). Sandbox Memory lets future runs learn from prior runs with read-only and generate-only modes, live updates when stale memory is discovered, and multi-turn grouping. Workspace mounts support local files, S3, Cloudflare R2, GCS, and Azure Blob Storage. Installation is straightforward: `pip install openai-agents`. Optional extras include voice support and Redis sessions. The SDK requires Python 3.10+ and is MIT licensed with 25,400 GitHub stars and 278 contributors. | The GPT Factory is a highly rated service platform designed to transform AI ideas into profitable products. It offers a comprehensive suite of services including developing ChatGPT applications, creating AI chatbots, designing AI-based web apps, incorporating AI companies, building AI browser extensions, data labeling, and custom AI applications. The platform enables entrepreneurs and businesses to leverage AI technology for innovative solutions and market success. |
| Category | DeveloperApplication | AI Assistant |
| Rating | No reviews | No reviews |
| Pricing | Free | Pricing unavailable |
| Starting Price | N/A | N/A |
| Plans |
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| Use Cases |
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| Tags | agentsopenaiframeworkmulti-agentpython | ChatGPT applicationsAI chatbotsAI-based web appsAI companiesAI browser extensions |
| Features | ||
| Provider-agnostic: supports 100+ LLMs beyond OpenAI | ||
| Agent configuration with instructions, tools, and guardrails | ||
| Handoffs for delegating tasks between agents | ||
| Human-in-the-loop mechanisms | ||
| Automatic session and conversation history management | ||
| Built-in tracing for debugging and optimization | ||
| Sandbox agents with containerized workspaces | ||
| MCP server integration for tool access | ||
| Realtime voice agents with gpt-realtime-1.5 | ||
| Workspace mounts for S3, GCS, Azure Blob, and R2 | ||
| Highly rated with over 40 reviews | ||
| Comprehensive suite of AI services | ||
| Custom AI application development | ||
| AI-based web and browser applications | ||
| Data labeling services | ||
| AI company incorporation assistance | ||
| Expertise in ChatGPT and chatbot development | ||
| Innovative product development solutions | ||
| View OpenAI Agents SDK | View The GPT Factory | |
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