# AIlice vs Open WebUI

AIlice records 0 monthly visits with — month-over-month growth and Free pricing. Open WebUI records 804,534 monthly visits with -2.8% growth and Freemium pricing.

| Metric | [AIlice](https://openaitools.app/tool/ailice) | [Open WebUI](https://openaitools.app/tool/open-webui) |
| :--- | :--- | :--- |
| Website URL | https://github.com/myshell-ai/AIlice | https://openwebui.com |
| Categories | AI Agent, AI Assistant, Large Language Models (LLMs), AI Code Generator | Large Language Models (LLMs), AI Chatbot, Open Source AI Models, AI Developer Tools |
| Pricing Model | Free | Freemium |
| Monthly Visits | 0 | 804,534 |
| MoM Growth Rate | — | -2.8% |
| Primary Market | Global | United States |
| Direct Visits | 0 | 299,835 |
| Review Score | 4.5 | 4.4 |
| Saved Count | 1 | 0 |
| Supported Platforms | Open Source | Website |

## AIlice

AIlice is an open-source research project from MyShell AI aimed at building a standalone, JARVIS-style AI assistant on top of modern large language models. Instead of a single rigid prompt chain, AIlice uses an Interactive Agents Call Tree (IACT) architecture: when you describe a goal, the agent dynamically spawns child agents for each sub-task, each with its own role, tools and iteration budget. Results are merged back up the tree, which gives the system unusual fault tolerance — if one branch fails, siblings can still complete the job.

Because it is a self-hosted Python project (pip install -e . or a Docker image), you keep full control of your data and can pair it with whatever model you prefer. The README recommends combinations of commercial models such as Claude 3.5/3.7 and Gemini 2.5 Pro with locally served open-source models via Ollama, LiteLLM or LM Studio for cost efficiency. Recent releases added MCP tool support and a practical voice-dialogue mode built on ChatTTS.

Typical strengths include thematic research on specialised subjects, reading and analysing papers and articles, automated coding and script execution, system management tasks, and rich multi-modal output in a browser UI with images, video, audio, LaTeX and downloadable files. The project is MIT-licensed and actively maintained on GitHub, with releases and documentation updates continuing into 2025.

**Pricing & Plans:** AIlice itself is free and open source under the MIT license — you pay only for the LLM inference you connect (for example API usage with Claude or Gemini). A hosted option built on AIlice is available at kragent.ai, where you can bring your own API key.

- **Interactive Agents Call Tree (IACT):** A natural, fault-tolerant architecture that dynamically builds a tree of specialised agents to decompose and complete complex multi-step tasks.
- **Local-first and model-agnostic:** Run it self-hosted on your own hardware and plug in open-source models via Ollama, LiteLLM or LM Studio, or commercial models such as Claude and Gemini.
- **Coding and system management:** Acts as a comprehensive coder and an AI-powered operating system layer, writing and executing scripts to automate programming and system tasks.
- **Multimodal output and rich media UI:** Browser interface supports images, video, audio, LaTeX formulas, syntax-highlighted code and file upload/download across all agents.
- **Voice dialogue and MCP tools:** Practical speech interaction powered by ChatTTS plus Model Context Protocol tool support for connecting external capabilities.
- **Self-expanding modules:** The agent can construct and dynamically load new modules to interact with its environment, opening the door to ongoing feature extension.

**Strengths:** Fully open source and MIT-licensed, so you can inspect, fork and extend it; Local-first design keeps sensitive data on your own machine; Model-agnostic: works with open-source and commercial LLMs; IACT architecture tolerates failures better than linear agent chains

**Limitations:** Installation and model configuration require command-line comfort; Task quality depends heavily on the LLM you connect, and strong models cost money; No managed cloud version with guaranteed uptime — the hosted playground is a separate third-party platform; Documentation is aimed at developers rather than casual users

[Profile (Markdown)](https://openaitools.app/tool/ailice.md)

## Open WebUI

Open WebUI is an open-source, self-hosted interface for working with AI models. Instead of renting access to a single vendor's chatbot, you run the interface on your own hardware or cloud tenancy, then connect whatever models you want: local runtimes such as Ollama, OpenAI-compatible endpoints, Anthropic, or a mix of local and remote. Everything a team produces — conversations, prompts, models, skills and tools — stays in an environment you administer.

The platform has grown well beyond a chat window. Retrieval-augmented generation, web search, document understanding, voice input and output, and vision are built in, and Python tools, functions and pipelines let developers script custom behaviour and share it. On the operations side it offers enterprise features such as SSO, role-based access control, audit logs, data residency options, and on-premises, hybrid or fully air-gapped deployment for regulated environments. White-labeling and custom branding are also available for organizations that want their own look.

Open WebUI is distributed free of charge under an open-source license and can be installed with a single pip or Docker command, with no account required to get running. A separate enterprise offering is available for organizations that want commercial support, compliance guarantees and managed rollout help, which is quoted on contact. A large community maintains a public hub of prompts, models, tools and functions, so much of what teams need is already shared and ready to install.

**Pricing & Plans:** The core platform is free and open source, installable via pip or Docker with no account required. An enterprise tier with support, compliance and deployment assistance is quoted on contact.

- **Any Model, Any Endpoint:** Connect local runtimes like Ollama alongside OpenAI-compatible and Anthropic APIs, and switch between them inside one interface.
- **Retrieval and Search Built In:** RAG over your own documents, web search and citation-aware answers come standard, so responses are grounded in real sources.
- **Python Tools, Functions and Pipelines:** Extend the platform with Python code to add custom tooling, preprocessing, and multi-step pipelines, then share them with others.
- **Enterprise Controls:** SSO, RBAC, audit logs, data residency, and on-premises, hybrid or air-gapped deployment for organisations with strict requirements.
- **Community Hub:** Browse and install prompts, models, skills and tools contributed by hundreds of thousands of community members.

**Strengths:** Free and open source with no account needed to install; Works with local and cloud models through a single interface; Strong privacy posture: your data and models stay on your infrastructure; Extensive enterprise features including SSO, RBAC and audit logs

**Limitations:** Self-hosting requires you to handle servers, updates and backups; Some enterprise capabilities and support sit behind a paid, quote-based tier; Feature depth means a learning curve for non-technical administrators; Local model performance depends heavily on your own hardware

[Profile (Markdown)](https://openaitools.app/tool/open-webui.md)

## Frequently Asked Questions

### How do AIlice and Open WebUI compare in monthly traffic?

AIlice has 0 monthly visits, while Open WebUI has 804,534. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

AIlice has a month-over-month growth rate of —; Open WebUI has -2.8%.

### How does pricing compare?

AIlice: Free. AIlice itself is free and open source under the MIT license — you pay only for the LLM inference you connect (for example API usage with Claude or Gemini). A hosted option built on AIlice is available at kragent.ai, where you can bring your own API key. Open WebUI: Freemium. The core platform is free and open source, installable via pip or Docker with no account required. An enterprise tier with support, compliance and deployment assistance is quoted on contact.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [DeepSeek](https://openaitools.app/tool/deepseek) | 372,761,591 | +4.3% | Freemium | High-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs. | [.md](https://openaitools.app/tool/deepseek.md) |
| 2 | [Cursor](https://openaitools.app/tool/cursor) | 23,297,751 | +8.4% | Freemium | The AI coding agent for building ambitious software | [.md](https://openaitools.app/tool/cursor.md) |
| 3 | [Manus](https://openaitools.app/tool/manus) | 19,195,779 | -1.7% | Free Trial | A general-purpose AI agent that executes tasks, not just answers them | [.md](https://openaitools.app/tool/manus.md) |
| 4 | [Ollama](https://openaitools.app/tool/ollama) | 9,421,973 | +4.3% | Free, Freemium, Paid | Functions primarily as a lightweight CLI runtime for local models rather than a full-featured chat interface. | [.md](https://openaitools.app/tool/ollama.md) |
| 5 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | Open-source workflow automation built for AI agents and technical teams | [.md](https://openaitools.app/tool/n8n.md) |
| 6 | [Hermes-Agent](https://openaitools.app/tool/hermes-agent-1) | 3,638,741 | -5.4% | Freemium | A free, open-source personal AI agent that learns your projects and works across every messaging app. | [.md](https://openaitools.app/tool/hermes-agent-1.md) |
| 7 | [Clawdbot (OpenClaw)](https://openaitools.app/tool/clawdbot) | 1,903,068 | -25.4% | Paid, Free | Open-source personal AI assistant that runs on your own machine and works from chat apps | [.md](https://openaitools.app/tool/clawdbot.md) |
| 8 | [Dify](https://openaitools.app/tool/dify-ai) | 819,691 | -15% | Freemium | Specializes in visual workflow building and RAG pipelines rather than serving purely as a chat interface. | [.md](https://openaitools.app/tool/dify-ai.md) |
| 9 | [MiniMax Agent](https://openaitools.app/tool/minimax-agent) | 679,573 | +2.8% | Freemium | An AI supercompanion that handles tasks, code and creative work end to end | [.md](https://openaitools.app/tool/minimax-agent.md) |
| 10 | [LobeHub](https://openaitools.app/tool/lobehub) | 654,548 | -25% | Freemium | Focuses on collaborative team AI workspaces and plugins, but shares similar open-source architectural goals. | [.md](https://openaitools.app/tool/lobehub.md) |

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Source: https://openaitools.app/compare/ailice-vs-open-webui

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