--- title: "LLM-As-Chatbot vs open-webui" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/deep-diver-llm-as-chatbot-vs-open-webui-open-webui" tools: ["deep-diver-llm-as-chatbot", "open-webui-open-webui"] --- # LLM-As-Chatbot vs open-webui *GraphCanon updated Sep 20, 2026* ## Verdict Pick LLM-As-Chatbot if lLM-As-Chatbot is a Python-based framework for deploying instruction-following fine-tuned LLM models as chatbot services, with support for Gradio and Discord bot interfaces, and internet search capabilities; pick open-webui if open WebUI is a Python-based web interface for interacting with AI models and APIs, including Ollama and OpenAI. It supports self-hosting and can be installed via pip or. [LLM-As-Chatbot](https://github.com/deep-diver/LLM-As-Chatbot) reports 3.3k GitHub stars, 375 forks, and 19 open issues, last pushed Nov 20, 2023. [open-webui](https://openwebui.com) has 152k stars, 22k forks, and 300 open issues, last pushed Sep 18, 2026. Figures are from public GitHub metadata via [LLM-As-Chatbot's repository](https://github.com/deep-diver/LLM-As-Chatbot) and [open-webui's repository](https://github.com/open-webui/open-webui). | | [LLM-As-Chatbot](/tools/deep-diver-llm-as-chatbot.md) | [open-webui](/tools/open-webui-open-webui.md) | | --- | --- | --- | | Tagline | LLM as a Chatbot Service | User-friendly AI Interface | | Stars | 3,317 | 152,445 | | Forks | 375 | 22,306 | | Open issues | 19 | 300 | | Language | Python | Python | | Adopt for | LLM-As-Chatbot is a Python-based framework for deploying instruction-following fine-tuned LLM models as chatbot services, with support for Gradio and Discord bot interfaces, and internet search capabilities. | Open WebUI is a Python-based web interface for interacting with AI models and APIs, including Ollama and OpenAI. It supports self-hosting and can be installed via pip or Docker, with options for CUDA acceleration. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Other | | Categories | Inference & Serving, LLM Frameworks | Inference & Serving, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [LLM-As-Chatbot](/tools/deep-diver-llm-as-chatbot.md) | [open-webui](/tools/open-webui-open-webui.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Very active (96%) | | Days since push | 1032d | 0d | | Open issues (now) | 19 | 300 | | Stars delta | -2 (30d) | +3.6k (30d) | | Open issues delta | 0 (30d) | -98 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/deep-diver-llm-as-chatbot/trust.md) | [trust report](/tools/open-webui-open-webui/trust.md) | ## Shared compatibility - **Python**: [LLM-As-Chatbot](/tools/deep-diver-llm-as-chatbot.md) - Python runtime; [open-webui](/tools/open-webui-open-webui.md) - Python runtime ## Decision facts: LLM-As-Chatbot - **Adopt for:** LLM-As-Chatbot is a Python-based framework for deploying instruction-following fine-tuned LLM models as chatbot services, with support for Gradio and Discord bot interfaces, and internet search capabilities. ## Decision facts: open-webui - **Adopt for:** Open WebUI is a Python-based web interface for interacting with AI models and APIs, including Ollama and OpenAI. It supports self-hosting and can be installed via pip or Docker, with options for CUDA acceleration. ## Choose when ### Choose LLM-As-Chatbot if… - License: LLM-As-Chatbot is Apache-2.0, open-webui is Other. - Tags unique to LLM-As-Chatbot: chatbot, cloud gpu, context management, conversation management. - When you need to deploy a variety of LLM models as chatbots with internet search capabilities, using either Gradio or Discord bot interfaces. ### Choose open-webui if… - License: open-webui is Other, LLM-As-Chatbot is Apache-2.0. - Tags unique to open-webui: ai, llm, llm-ui, llm-webui. - open-webui ships Docker support for self-hosted deployment. - When you need a user-friendly web interface to interact with AI models and APIs, including Ollama and OpenAI. ## When NOT to use LLM-As-Chatbot - If you require a chatbot service that does not support internet search capabilities, as LLM-As-Chatbot mandates the use of a Serper API Key for enabling this feature. - When you need a chatbot service that does not integrate with Gradio or Discord, as LLM-As-Chatbot is specifically designed for these interfaces. - If you are working with Python versions less than 3.9, as the framework requires Python 3.9 or higher. ## When NOT to use open-webui - If you do not require a web-based interface and prefer command-line interaction with AI models. - When you are working with Python versions other than 3.11, as Open WebUI may have compatibility issues. - If you do not have the necessary Nvidia CUDA container toolkit installed for CUDA support. - When you need a solution that does not require preserving the 'Open WebUI' branding as per the license. ## Common questions ### What is the difference between LLM-As-Chatbot and open-webui? LLM-As-Chatbot: LLM as a Chatbot Service. open-webui: User-friendly AI Interface. See the comparison table for live GitHub stats and shared categories. ### When should I choose LLM-As-Chatbot over open-webui? Choose LLM-As-Chatbot over open-webui when License: LLM-As-Chatbot is Apache-2.0, open-webui is Other; Tags unique to LLM-As-Chatbot: chatbot, cloud gpu, context management, conversation management; When you need to deploy a variety of LLM models as chatbots with internet search capabilities, using either Gradio or Discord bot interfaces. ### When should I choose open-webui over LLM-As-Chatbot? Choose open-webui over LLM-As-Chatbot when License: open-webui is Other, LLM-As-Chatbot is Apache-2.0; Tags unique to open-webui: ai, llm, llm-ui, llm-webui; open-webui ships Docker support for self-hosted deployment; When you need a user-friendly web interface to interact with AI models and APIs, including Ollama and OpenAI. ### When should I avoid LLM-As-Chatbot? If you require a chatbot service that does not support internet search capabilities, as LLM-As-Chatbot mandates the use of a Serper API Key for enabling this feature. When you need a chatbot service that does not integrate with Gradio or Discord, as LLM-As-Chatbot is specifically designed for these interfaces. If you are working with Python versions less than 3.9, as the framework requires Python 3.9 or higher. ### When should I avoid open-webui? If you do not require a web-based interface and prefer command-line interaction with AI models. When you are working with Python versions other than 3.11, as Open WebUI may have compatibility issues. If you do not have the necessary Nvidia CUDA container toolkit installed for CUDA support. When you need a solution that does not require preserving the 'Open WebUI' branding as per the license. ### Is LLM-As-Chatbot or open-webui more popular on GitHub? open-webui has more GitHub stars (152,445 vs 3,317). Stars measure visibility, not whether either tool fits your constraints. ### Are LLM-As-Chatbot and open-webui open source? Yes - both are open-source projects on GitHub (LLM-As-Chatbot: Apache-2.0, open-webui: Other). ### Where can I find alternatives to LLM-As-Chatbot or open-webui? GraphCanon lists graph-backed alternatives at [LLM-As-Chatbot alternatives](/tools/deep-diver-llm-as-chatbot/alternatives) and [open-webui alternatives](/tools/open-webui-open-webui/alternatives) ([LLM-As-Chatbot markdown twin](/tools/deep-diver-llm-as-chatbot/alternatives.md), [open-webui markdown twin](/tools/open-webui-open-webui/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/deep-diver-llm-as-chatbot-vs-open-webui-open-webui.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, LLM-As-Chatbot or open-webui? LLM-As-Chatbot: Dormant. open-webui: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for LLM-As-Chatbot and open-webui? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [LLM-As-Chatbot trust report](/tools/deep-diver-llm-as-chatbot/trust); [open-webui trust report](/tools/open-webui-open-webui/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=deep-diver-llm-as-chatbot`](/api/graphcanon/graph?tool=deep-diver-llm-as-chatbot) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_